In this project, you’re going to take a peek into the realm of neural network machine translation. You’ll be training a sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French.
Since translating the whole language of English to French will take lots of time to train, we have provided you with a small portion of the English corpus.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
import problem_unittests as tests
source_path = 'data/small_vocab_en'
target_path = 'data/small_vocab_fr'
source_text = helper.load_data(source_path)
target_text = helper.load_data(target_path)
Play around with view_sentence_range to view different parts of the data.
view_sentence_range = (0, 10)
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
print('Dataset Stats')
print('Roughly the number of unique words: {}'.format(len({word: None for word in source_text.split()})))
sentences = source_text.split('\n')
word_counts = [len(sentence.split()) for sentence in sentences]
print('Number of sentences: {}'.format(len(sentences)))
print('Average number of words in a sentence: {}'.format(np.average(word_counts)))
print()
print('English sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(source_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
print()
print('French sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(target_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
Dataset Stats Roughly the number of unique words: 227 Number of sentences: 137861 Average number of words in a sentence: 13.225277634719028 English sentences 0 to 10: new jersey is sometimes quiet during autumn , and it is snowy in april . the united states is usually chilly during july , and it is usually freezing in november . california is usually quiet during march , and it is usually hot in june . the united states is sometimes mild during june , and it is cold in september . your least liked fruit is the grape , but my least liked is the apple . his favorite fruit is the orange , but my favorite is the grape . paris is relaxing during december , but it is usually chilly in july . new jersey is busy during spring , and it is never hot in march . our least liked fruit is the lemon , but my least liked is the grape . the united states is sometimes busy during january , and it is sometimes warm in november . French sentences 0 to 10: new jersey est parfois calme pendant l' automne , et il est neigeux en avril . les états-unis est généralement froid en juillet , et il gèle habituellement en novembre . california est généralement calme en mars , et il est généralement chaud en juin . les états-unis est parfois légère en juin , et il fait froid en septembre . votre moins aimé fruit est le raisin , mais mon moins aimé est la pomme . son fruit préféré est l'orange , mais mon préféré est le raisin . paris est relaxant en décembre , mais il est généralement froid en juillet . new jersey est occupé au printemps , et il est jamais chaude en mars . notre fruit est moins aimé le citron , mais mon moins aimé est le raisin . les états-unis est parfois occupé en janvier , et il est parfois chaud en novembre .
As you did with other RNNs, you must turn the text into a number so the computer can understand it. In the function text_to_ids(), you'll turn source_text and target_text from words to ids. However, you need to add the <EOS> word id at the end of target_text. This will help the neural network predict when the sentence should end.
You can get the <EOS> word id by doing:
target_vocab_to_int['<EOS>']
You can get other word ids using source_vocab_to_int and target_vocab_to_int.
def text_to_ids(source_text, target_text, source_vocab_to_int, target_vocab_to_int):
"""
Convert source and target text to proper word ids
:param source_text: String that contains all the source text.
:param target_text: String that contains all the target text.
:param source_vocab_to_int: Dictionary to go from the source words to an id
:param target_vocab_to_int: Dictionary to go from the target words to an id
:return: A tuple of lists (source_id_text, target_id_text)
"""
source_id_text = []
sentences_source = source_text.split('\n')
for sentence in sentences_source:
sentence_ids = []
for word in sentence.split():
sentence_ids.append(source_vocab_to_int[word])
source_id_text.append(sentence_ids)
target_id_text = []
sentences_target = target_text.split('\n')
for sentence in sentences_target:
sentence_ids = []
for word in sentence.split():
sentence_ids.append(target_vocab_to_int[word])
sentence_ids.append(target_vocab_to_int['<EOS>'])
target_id_text.append(sentence_ids)
return source_id_text, target_id_text
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_text_to_ids(text_to_ids)
Tests Passed
Running the code cell below will preprocess all the data and save it to file.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
helper.preprocess_and_save_data(source_path, target_path, text_to_ids)
This is your first checkpoint. If you ever decide to come back to this notebook or have to restart the notebook, you can start from here. The preprocessed data has been saved to disk.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
import helper
import problem_unittests as tests
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
This will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
from tensorflow.python.layers.core import Dense
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.1'), 'Please use TensorFlow version 1.1 or newer'
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.2.1 Default GPU Device: /gpu:0
You'll build the components necessary to build a Sequence-to-Sequence model by implementing the following functions below:
model_inputsprocess_decoder_inputencoding_layerdecoding_layer_traindecoding_layer_inferdecoding_layerseq2seq_modelImplement the model_inputs() function to create TF Placeholders for the Neural Network. It should create the following placeholders:
Return the placeholders in the following the tuple (input, targets, learning rate, keep probability, target sequence length, max target sequence length, source sequence length)
def model_inputs():
"""
Create TF Placeholders for input, targets, learning rate, and lengths of source and target sequences.
:return: Tuple (input, targets, learning rate, keep probability, target sequence length,
max target sequence length, source sequence length)
"""
# TODO: Implement Function
target_sequence_length = tf.placeholder(tf.int32, shape = [None], name = "target_sequence_length")
return tf.placeholder(tf.int32,shape=[None, None], name = "input"), \
tf.placeholder(tf.int32, shape = [None, None]), \
tf.placeholder(tf.float32, shape = []), \
tf.placeholder(tf.float32, shape = [], name = "keep_prob"), \
target_sequence_length,\
tf.reduce_max(target_sequence_length, name = "max_target_len"), \
tf.placeholder(tf.int32, shape = [None], name = "source_sequence_length")
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement process_decoder_input by removing the last word id from each batch in target_data and concat the GO ID to the begining of each batch.
def process_decoder_input(target_data, target_vocab_to_int, batch_size):
"""
Preprocess target data for encoding
:param target_data: Target Placehoder
:param target_vocab_to_int: Dictionary to go from the target words to an id
:param batch_size: Batch Size
:return: Preprocessed target data
"""
ending = tf.strided_slice(target_data, [0, 0], [batch_size, -1], [1, 1])
dec_input = tf.concat([tf.fill([batch_size, 1], target_vocab_to_int['<GO>']), ending], 1)
return dec_input
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_process_encoding_input(process_decoder_input)
Tests Passed
Implement encoding_layer() to create a Encoder RNN layer:
tf.contrib.layers.embed_sequencetf.contrib.rnn.LSTMCell wrapped in a tf.contrib.rnn.DropoutWrappertf.nn.dynamic_rnn()from imp import reload
reload(tests)
def make_cell(rnn_size, keep_prob):
cell = tf.contrib.rnn.DropoutWrapper(tf.contrib.rnn.LSTMCell(rnn_size,
initializer=tf.random_uniform_initializer(-0.1, 0.1, seed=2)),
output_keep_prob=keep_prob)
return cell
def encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob,
source_sequence_length, source_vocab_size,
encoding_embedding_size):
"""
Create encoding layer
:param rnn_inputs: Inputs for the RNN
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param keep_prob: Dropout keep probability
:param source_sequence_length: a list of the lengths of each sequence in the batch
:param source_vocab_size: vocabulary size of source data
:param encoding_embedding_size: embedding size of source data
:return: tuple (RNN output, RNN state)
"""
emb = tf.contrib.layers.embed_sequence(
rnn_inputs,
vocab_size=source_vocab_size,
embed_dim=encoding_embedding_size,
)
enc_cell = tf.contrib.rnn.MultiRNNCell([make_cell(rnn_size, keep_prob) for _ in range(num_layers)])
enc_output, enc_state = tf.nn.dynamic_rnn(enc_cell, emb, sequence_length=source_sequence_length, dtype=tf.float32)
return enc_output, enc_state
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_encoding_layer(encoding_layer)
Tests Passed
Create a training decoding layer:
tf.contrib.seq2seq.TrainingHelper tf.contrib.seq2seq.BasicDecodertf.contrib.seq2seq.dynamic_decodedef decoding_layer_train(encoder_state, dec_cell, dec_embed_input,
target_sequence_length, max_summary_length,
output_layer, keep_prob):
"""
Create a decoding layer for training
:param encoder_state: Encoder State OK
:param dec_cell: Decoder RNN Cell OK
:param dec_embed_input: Decoder embedded input OK
:param target_sequence_length: The lengths of each sequence in the target batch OK
:param max_summary_length: The length of the longest sequence in the batch OK
:param output_layer: Function to apply the output layer OK
:param keep_prob: Dropout keep probability OK
:return: BasicDecoderOutput containing training logits and sample_id
"""
train_helper = tf.contrib.seq2seq.TrainingHelper(dec_embed_input, target_sequence_length)
basic_decoder = tf.contrib.seq2seq.BasicDecoder(tf.contrib.rnn.DropoutWrapper(dec_cell, input_keep_prob=keep_prob), train_helper, encoder_state, output_layer)
final_outputs, _, _ = tf.contrib.seq2seq.dynamic_decode(basic_decoder, maximum_iterations=max_summary_length)
return final_outputs
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_train(decoding_layer_train)
Tests Passed
Create inference decoder:
tf.contrib.seq2seq.GreedyEmbeddingHelpertf.contrib.seq2seq.BasicDecodertf.contrib.seq2seq.dynamic_decodedef decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id,
end_of_sequence_id, max_target_sequence_length,
vocab_size, output_layer, batch_size, keep_prob):
"""
Create a decoding layer for inference
:param encoder_state: Encoder state
:param dec_cell: Decoder RNN Cell
:param dec_embeddings: Decoder embeddings
:param start_of_sequence_id: GO ID
:param end_of_sequence_id: EOS Id
:param max_target_sequence_length: Maximum length of target sequences
:param vocab_size: Size of decoder/target vocabulary
:param decoding_scope: TenorFlow Variable Scope for decoding
:param output_layer: Function to apply the output layer
:param batch_size: Batch size
:param keep_prob: Dropout keep probability
:return: BasicDecoderOutput containing inference logits and sample_id
"""
start_tokens = tf.tile(tf.constant([start_of_sequence_id], dtype=tf.int32), [batch_size], name='start_tokens')
inference_helper = tf.contrib.seq2seq.GreedyEmbeddingHelper(dec_embeddings,
start_tokens,
end_of_sequence_id)
inference_decoder = tf.contrib.seq2seq.BasicDecoder(tf.contrib.rnn.DropoutWrapper(dec_cell, input_keep_prob=keep_prob),
inference_helper,
encoder_state,
output_layer)
inference_decoder_output, _, _ = tf.contrib.seq2seq.dynamic_decode(inference_decoder,
impute_finished=True,
maximum_iterations=max_target_sequence_length)
return inference_decoder_output
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_infer(decoding_layer_infer)
Tests Passed
Implement decoding_layer() to create a Decoder RNN layer.
decoding_layer_train(encoder_state, dec_cell, dec_embed_input, target_sequence_length, max_target_sequence_length, output_layer, keep_prob) function to get the training logits.decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id, max_target_sequence_length, vocab_size, output_layer, batch_size, keep_prob) function to get the inference logits.Note: You'll need to use tf.variable_scope to share variables between training and inference.
def decoding_layer(dec_input, encoder_state,
target_sequence_length, max_target_sequence_length,
rnn_size,
num_layers, target_vocab_to_int, target_vocab_size,
batch_size, keep_prob, decoding_embedding_size):
"""
Create decoding layer
:param dec_input: Decoder input
:param encoder_state: Encoder state
:param target_sequence_length: The lengths of each sequence in the target batch
:param max_target_sequence_length: Maximum length of target sequences
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param target_vocab_to_int: Dictionary to go from the target words to an id
:param target_vocab_size: Size of target vocabulary
:param batch_size: The size of the batch
:param keep_prob: Dropout keep probability
:param decoding_embedding_size: Decoding embedding size
:return: Tuple of (Training BasicDecoderOutput, Inference BasicDecoderOutput)
"""
dec_embeddings = tf.Variable(tf.random_uniform([target_vocab_size, decoding_embedding_size]))
dec_embed_input = tf.nn.embedding_lookup(dec_embeddings, dec_input)
# 2. Construct the decoder cell
def make_cell(rnn_size):
dec_cell = tf.contrib.rnn.LSTMCell(rnn_size,
initializer=tf.random_uniform_initializer(-0.1, 0.1, seed=2))
return dec_cell
dec_cell = tf.contrib.rnn.MultiRNNCell([make_cell(rnn_size) for _ in range(num_layers)])
# 3. Dense layer to translate the decoder's output at each time
# step into a choice from the target vocabulary
output_layer = Dense(target_vocab_size,
kernel_initializer = tf.truncated_normal_initializer(mean = 0.0, stddev=0.1))
with tf.variable_scope("decode"):
training_decoder_output = decoding_layer_train(
encoder_state,
dec_cell,
dec_embed_input,
target_sequence_length,
max_target_sequence_length,
output_layer, keep_prob)
with tf.variable_scope("decode", reuse=True):
inference_decoder_output = decoding_layer_infer(
encoder_state,
dec_cell,
dec_embeddings,
target_vocab_to_int['<GO>'],
target_vocab_to_int['<EOS>'],
max_target_sequence_length,
target_vocab_size,
output_layer,
batch_size, keep_prob)
return training_decoder_output, inference_decoder_output
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer(decoding_layer)
Tests Passed
Apply the functions you implemented above to:
encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob, source_sequence_length, source_vocab_size, encoding_embedding_size).process_decoder_input(target_data, target_vocab_to_int, batch_size) function.decoding_layer(dec_input, enc_state, target_sequence_length, max_target_sentence_length, rnn_size, num_layers, target_vocab_to_int, target_vocab_size, batch_size, keep_prob, dec_embedding_size) function.def seq2seq_model(input_data, target_data, keep_prob, batch_size,
source_sequence_length, target_sequence_length,
max_target_sentence_length,
source_vocab_size, target_vocab_size,
enc_embedding_size, dec_embedding_size,
rnn_size, num_layers, target_vocab_to_int):
"""
Build the Sequence-to-Sequence part of the neural network
:param input_data: Input placeholder
:param target_data: Target placeholder
:param keep_prob: Dropout keep probability placeholder
:param batch_size: Batch Size
:param source_sequence_length: Sequence Lengths of source sequences in the batch
:param target_sequence_length: Sequence Lengths of target sequences in the batch
:param source_vocab_size: Source vocabulary size
:param target_vocab_size: Target vocabulary size
:param enc_embedding_size: Decoder embedding size
:param dec_embedding_size: Encoder embedding size
:param rnn_size: RNN Size
:param num_layers: Number of layers
:param target_vocab_to_int: Dictionary to go from the target words to an id
:return: Tuple of (Training BasicDecoderOutput, Inference BasicDecoderOutput)
"""
_, enc_state = encoding_layer(input_data,
rnn_size,
num_layers,
keep_prob,
source_sequence_length,
source_vocab_size,
enc_embedding_size)
dec_input = process_decoder_input(target_data, target_vocab_to_int, batch_size)
training_decoder_output, inference_decoder_output = decoding_layer(dec_input,
enc_state,
target_sequence_length,
max_target_sentence_length,
rnn_size,
num_layers,
target_vocab_to_int,
target_vocab_size,
batch_size,
keep_prob,
dec_embedding_size)
return training_decoder_output, inference_decoder_output
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_seq2seq_model(seq2seq_model)
Tests Passed
Tune the following parameters:
epochs to the number of epochs.batch_size to the batch size.rnn_size to the size of the RNNs.num_layers to the number of layers.encoding_embedding_size to the size of the embedding for the encoder.decoding_embedding_size to the size of the embedding for the decoder.learning_rate to the learning rate.keep_probability to the Dropout keep probabilitydisplay_step to state how many steps between each debug output statement# Number of Epochs
epochs = 60
# Batch Size
batch_size = 128
# RNN Size
rnn_size = 50
# Number of Layers
num_layers = 2
# Embedding Size
encoding_embedding_size = 15
decoding_embedding_size = 15
# Learning Rate
learning_rate = 0.001
# Dropout Keep Probability
keep_probability = 0.8
display_step = True
Build the graph using the neural network you implemented.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
save_path = 'checkpoints/dev'
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
max_target_sentence_length = max([len(sentence) for sentence in source_int_text])
train_graph = tf.Graph()
with train_graph.as_default():
input_data, targets, lr, keep_prob, target_sequence_length, max_target_sequence_length, source_sequence_length = model_inputs()
#sequence_length = tf.placeholder_with_default(max_target_sentence_length, None, name='sequence_length')
input_shape = tf.shape(input_data)
train_logits, inference_logits = seq2seq_model(tf.reverse(input_data, [-1]),
targets,
keep_prob,
batch_size,
source_sequence_length,
target_sequence_length,
max_target_sequence_length,
len(source_vocab_to_int),
len(target_vocab_to_int),
encoding_embedding_size,
decoding_embedding_size,
rnn_size,
num_layers,
target_vocab_to_int)
training_logits = tf.identity(train_logits.rnn_output, name='logits')
inference_logits = tf.identity(inference_logits.sample_id, name='predictions')
masks = tf.sequence_mask(target_sequence_length, max_target_sequence_length, dtype=tf.float32, name='masks')
with tf.name_scope("optimization"):
# Loss function
cost = tf.contrib.seq2seq.sequence_loss(
training_logits,
targets,
masks)
# Optimizer
optimizer = tf.train.AdamOptimizer(lr)
# Gradient Clipping
gradients = optimizer.compute_gradients(cost)
capped_gradients = [(tf.clip_by_value(grad, -1., 1.), var) for grad, var in gradients if grad is not None]
train_op = optimizer.apply_gradients(capped_gradients)
Batch and pad the source and target sequences
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
def pad_sentence_batch(sentence_batch, pad_int):
"""Pad sentences with <PAD> so that each sentence of a batch has the same length"""
max_sentence = max([len(sentence) for sentence in sentence_batch])
return [sentence + [pad_int] * (max_sentence - len(sentence)) for sentence in sentence_batch]
def get_batches(sources, targets, batch_size, source_pad_int, target_pad_int):
"""Batch targets, sources, and the lengths of their sentences together"""
for batch_i in range(0, len(sources)//batch_size):
start_i = batch_i * batch_size
# Slice the right amount for the batch
sources_batch = sources[start_i:start_i + batch_size]
targets_batch = targets[start_i:start_i + batch_size]
# Pad
pad_sources_batch = np.array(pad_sentence_batch(sources_batch, source_pad_int))
pad_targets_batch = np.array(pad_sentence_batch(targets_batch, target_pad_int))
# Need the lengths for the _lengths parameters
pad_targets_lengths = []
for target in pad_targets_batch:
pad_targets_lengths.append(len(target))
pad_source_lengths = []
for source in pad_sources_batch:
pad_source_lengths.append(len(source))
yield pad_sources_batch, pad_targets_batch, pad_source_lengths, pad_targets_lengths
Train the neural network on the preprocessed data. If you have a hard time getting a good loss, check the forms to see if anyone is having the same problem.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
def get_accuracy(target, logits):
"""
Calculate accuracy
"""
max_seq = max(target.shape[1], logits.shape[1])
if max_seq - target.shape[1]:
target = np.pad(
target,
[(0,0),(0,max_seq - target.shape[1])],
'constant')
if max_seq - logits.shape[1]:
logits = np.pad(
logits,
[(0,0),(0,max_seq - logits.shape[1])],
'constant')
return np.mean(np.equal(target, logits))
# Split data to training and validation sets
train_source = source_int_text[batch_size:]
train_target = target_int_text[batch_size:]
valid_source = source_int_text[:batch_size]
valid_target = target_int_text[:batch_size]
(valid_sources_batch, valid_targets_batch, valid_sources_lengths, valid_targets_lengths ) = next(get_batches(valid_source,
valid_target,
batch_size,
source_vocab_to_int['<PAD>'],
target_vocab_to_int['<PAD>']))
with tf.Session(graph=train_graph) as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epochs):
for batch_i, (source_batch, target_batch, sources_lengths, targets_lengths) in enumerate(
get_batches(train_source, train_target, batch_size,
source_vocab_to_int['<PAD>'],
target_vocab_to_int['<PAD>'])):
_, loss = sess.run(
[train_op, cost],
{input_data: source_batch,
targets: target_batch,
lr: learning_rate,
target_sequence_length: targets_lengths,
source_sequence_length: sources_lengths,
keep_prob: keep_probability})
if batch_i % display_step == 0 and batch_i > 0:
batch_train_logits = sess.run(
inference_logits,
{input_data: source_batch,
source_sequence_length: sources_lengths,
target_sequence_length: targets_lengths,
keep_prob: 1.0})
batch_valid_logits = sess.run(
inference_logits,
{input_data: valid_sources_batch,
source_sequence_length: valid_sources_lengths,
target_sequence_length: valid_targets_lengths,
keep_prob: 1.0})
train_acc = get_accuracy(target_batch, batch_train_logits)
valid_acc = get_accuracy(valid_targets_batch, batch_valid_logits)
print('Epoch {:>3} Batch {:>4}/{} - Train Accuracy: {:>6.4f}, Validation Accuracy: {:>6.4f}, Loss: {:>6.4f}'
.format(epoch_i, batch_i, len(source_int_text) // batch_size, train_acc, valid_acc, loss))
# Save Model
saver = tf.train.Saver()
saver.save(sess, save_path)
print('Model Trained and Saved')
Epoch 0 Batch 1/1077 - Train Accuracy: 0.2230, Validation Accuracy: 0.3050, Loss: 5.8638 Epoch 0 Batch 2/1077 - Train Accuracy: 0.2081, Validation Accuracy: 0.3065, Loss: 5.8523 Epoch 0 Batch 3/1077 - Train Accuracy: 0.2406, Validation Accuracy: 0.3065, Loss: 5.8326 Epoch 0 Batch 4/1077 - Train Accuracy: 0.2254, Validation Accuracy: 0.3061, Loss: 5.8166 Epoch 0 Batch 5/1077 - Train Accuracy: 0.2609, Validation Accuracy: 0.3058, Loss: 5.7876 Epoch 0 Batch 6/1077 - Train Accuracy: 0.2426, Validation Accuracy: 0.3050, Loss: 5.7605 Epoch 0 Batch 7/1077 - Train Accuracy: 0.2258, Validation Accuracy: 0.3050, Loss: 5.7320 Epoch 0 Batch 8/1077 - Train Accuracy: 0.2324, Validation Accuracy: 0.3050, Loss: 5.6853 Epoch 0 Batch 9/1077 - Train Accuracy: 0.2355, Validation Accuracy: 0.3050, Loss: 5.6267 Epoch 0 Batch 10/1077 - Train Accuracy: 0.1982, Validation Accuracy: 0.3050, Loss: 5.5959 Epoch 0 Batch 11/1077 - Train Accuracy: 0.2586, Validation Accuracy: 0.3050, Loss: 5.4501 Epoch 0 Batch 12/1077 - Train Accuracy: 0.2301, Validation Accuracy: 0.3050, Loss: 5.4073 Epoch 0 Batch 13/1077 - Train Accuracy: 0.2812, Validation Accuracy: 0.3050, Loss: 5.2382 Epoch 0 Batch 14/1077 - Train Accuracy: 0.2556, Validation Accuracy: 0.3050, Loss: 5.1806 Epoch 0 Batch 15/1077 - Train Accuracy: 0.2355, Validation Accuracy: 0.3050, Loss: 5.1367 Epoch 0 Batch 16/1077 - Train Accuracy: 0.2539, Validation Accuracy: 0.3050, Loss: 5.0330 Epoch 0 Batch 17/1077 - Train Accuracy: 0.2539, Validation Accuracy: 0.3050, Loss: 4.9519 Epoch 0 Batch 18/1077 - Train Accuracy: 0.2344, Validation Accuracy: 0.3050, Loss: 4.9087 Epoch 0 Batch 19/1077 - Train Accuracy: 0.2535, Validation Accuracy: 0.3050, Loss: 4.7959 Epoch 0 Batch 20/1077 - Train Accuracy: 0.2316, Validation Accuracy: 0.3050, Loss: 4.7618 Epoch 0 Batch 21/1077 - Train Accuracy: 0.2145, Validation Accuracy: 0.3050, Loss: 4.7213 Epoch 0 Batch 22/1077 - Train Accuracy: 0.2273, Validation Accuracy: 0.3050, Loss: 4.6286 Epoch 0 Batch 23/1077 - Train Accuracy: 0.2352, Validation Accuracy: 0.3050, Loss: 4.5463 Epoch 0 Batch 24/1077 - Train Accuracy: 0.2359, Validation Accuracy: 0.3050, Loss: 4.4718 Epoch 0 Batch 25/1077 - Train Accuracy: 0.2383, Validation Accuracy: 0.3050, Loss: 4.3952 Epoch 0 Batch 26/1077 - Train Accuracy: 0.2203, Validation Accuracy: 0.3050, Loss: 4.3725 Epoch 0 Batch 27/1077 - Train Accuracy: 0.2824, Validation Accuracy: 0.3050, Loss: 4.1551 Epoch 0 Batch 28/1077 - Train Accuracy: 0.2512, Validation Accuracy: 0.3050, Loss: 4.1751 Epoch 0 Batch 29/1077 - Train Accuracy: 0.2441, Validation Accuracy: 0.3050, Loss: 4.1401 Epoch 0 Batch 30/1077 - Train Accuracy: 0.2277, Validation Accuracy: 0.3054, Loss: 4.1166 Epoch 0 Batch 31/1077 - Train Accuracy: 0.2500, Validation Accuracy: 0.3182, Loss: 4.0556 Epoch 0 Batch 32/1077 - Train Accuracy: 0.3118, Validation Accuracy: 0.3185, Loss: 3.8323 Epoch 0 Batch 33/1077 - Train Accuracy: 0.3006, Validation Accuracy: 0.3349, Loss: 3.8501 Epoch 0 Batch 34/1077 - Train Accuracy: 0.2605, Validation Accuracy: 0.3349, Loss: 3.9255 Epoch 0 Batch 35/1077 - Train Accuracy: 0.2676, Validation Accuracy: 0.3349, Loss: 3.8801 Epoch 0 Batch 36/1077 - Train Accuracy: 0.2953, Validation Accuracy: 0.3349, Loss: 3.7978 Epoch 0 Batch 37/1077 - Train Accuracy: 0.2645, Validation Accuracy: 0.3352, Loss: 3.8304 Epoch 0 Batch 38/1077 - Train Accuracy: 0.2356, Validation Accuracy: 0.3356, Loss: 3.9163 Epoch 0 Batch 39/1077 - Train Accuracy: 0.2723, Validation Accuracy: 0.3356, Loss: 3.7666 Epoch 0 Batch 40/1077 - Train Accuracy: 0.2648, Validation Accuracy: 0.3356, Loss: 3.7414 Epoch 0 Batch 41/1077 - Train Accuracy: 0.2876, Validation Accuracy: 0.3356, Loss: 3.6348 Epoch 0 Batch 42/1077 - Train Accuracy: 0.2723, Validation Accuracy: 0.3363, Loss: 3.6734 Epoch 0 Batch 43/1077 - Train Accuracy: 0.2262, Validation Accuracy: 0.3363, Loss: 3.7658 Epoch 0 Batch 44/1077 - Train Accuracy: 0.2192, Validation Accuracy: 0.3363, Loss: 3.8107 Epoch 0 Batch 45/1077 - Train Accuracy: 0.2656, Validation Accuracy: 0.3366, Loss: 3.6423 Epoch 0 Batch 46/1077 - Train Accuracy: 0.2512, Validation Accuracy: 0.3366, Loss: 3.7069 Epoch 0 Batch 47/1077 - Train Accuracy: 0.2801, Validation Accuracy: 0.3366, Loss: 3.5682 Epoch 0 Batch 48/1077 - Train Accuracy: 0.2887, Validation Accuracy: 0.3366, Loss: 3.5364 Epoch 0 Batch 49/1077 - Train Accuracy: 0.2980, Validation Accuracy: 0.3366, Loss: 3.4975 Epoch 0 Batch 50/1077 - Train Accuracy: 0.2605, Validation Accuracy: 0.3366, Loss: 3.5989 Epoch 0 Batch 51/1077 - Train Accuracy: 0.2953, Validation Accuracy: 0.3366, Loss: 3.5014 Epoch 0 Batch 52/1077 - Train Accuracy: 0.2676, Validation Accuracy: 0.3366, Loss: 3.5559 Epoch 0 Batch 53/1077 - Train Accuracy: 0.2574, Validation Accuracy: 0.3366, Loss: 3.5733 Epoch 0 Batch 54/1077 - Train Accuracy: 0.2648, Validation Accuracy: 0.3366, Loss: 3.5718 Epoch 0 Batch 55/1077 - Train Accuracy: 0.2914, Validation Accuracy: 0.3366, Loss: 3.4332 Epoch 0 Batch 56/1077 - Train Accuracy: 0.2707, Validation Accuracy: 0.3366, Loss: 3.5017 Epoch 0 Batch 57/1077 - Train Accuracy: 0.3416, Validation Accuracy: 0.3366, Loss: 3.2079 Epoch 0 Batch 58/1077 - Train Accuracy: 0.2773, Validation Accuracy: 0.3366, Loss: 3.4657 Epoch 0 Batch 59/1077 - Train Accuracy: 0.2303, Validation Accuracy: 0.3366, Loss: 3.6088 Epoch 0 Batch 60/1077 - Train Accuracy: 0.2987, Validation Accuracy: 0.3366, Loss: 3.3543 Epoch 0 Batch 61/1077 - Train Accuracy: 0.2777, Validation Accuracy: 0.3366, Loss: 3.4421 Epoch 0 Batch 62/1077 - Train Accuracy: 0.2340, Validation Accuracy: 0.3366, Loss: 3.6052 Epoch 0 Batch 63/1077 - Train Accuracy: 0.3099, Validation Accuracy: 0.3366, Loss: 3.2858 Epoch 0 Batch 64/1077 - Train Accuracy: 0.2719, Validation Accuracy: 0.3363, Loss: 3.4395 Epoch 0 Batch 65/1077 - Train Accuracy: 0.2290, Validation Accuracy: 0.3363, Loss: 3.5777 Epoch 0 Batch 66/1077 - Train Accuracy: 0.2645, Validation Accuracy: 0.3363, Loss: 3.3974 Epoch 0 Batch 67/1077 - Train Accuracy: 0.3121, Validation Accuracy: 0.3363, Loss: 3.2610 Epoch 0 Batch 68/1077 - Train Accuracy: 0.2613, Validation Accuracy: 0.3363, Loss: 3.4243 Epoch 0 Batch 69/1077 - Train Accuracy: 0.3000, Validation Accuracy: 0.3363, Loss: 3.3515 Epoch 0 Batch 70/1077 - Train Accuracy: 0.2307, Validation Accuracy: 0.3363, Loss: 3.5171 Epoch 0 Batch 71/1077 - Train Accuracy: 0.2617, Validation Accuracy: 0.3363, Loss: 3.3561 Epoch 0 Batch 72/1077 - Train Accuracy: 0.2672, Validation Accuracy: 0.3363, Loss: 3.3546 Epoch 0 Batch 73/1077 - Train Accuracy: 0.2727, Validation Accuracy: 0.3363, Loss: 3.3491 Epoch 0 Batch 74/1077 - Train Accuracy: 0.3025, Validation Accuracy: 0.3363, Loss: 3.2306 Epoch 0 Batch 75/1077 - Train Accuracy: 0.2812, Validation Accuracy: 0.3363, Loss: 3.2820 Epoch 0 Batch 76/1077 - Train Accuracy: 0.2723, Validation Accuracy: 0.3363, Loss: 3.3182 Epoch 0 Batch 77/1077 - Train Accuracy: 0.2613, Validation Accuracy: 0.3363, Loss: 3.3436 Epoch 0 Batch 78/1077 - Train Accuracy: 0.2307, Validation Accuracy: 0.3363, Loss: 3.4535 Epoch 0 Batch 79/1077 - Train Accuracy: 0.2828, Validation Accuracy: 0.3363, Loss: 3.3132 Epoch 0 Batch 80/1077 - Train Accuracy: 0.2715, Validation Accuracy: 0.3363, Loss: 3.2802 Epoch 0 Batch 81/1077 - Train Accuracy: 0.2711, Validation Accuracy: 0.3363, Loss: 3.2811 Epoch 0 Batch 82/1077 - Train Accuracy: 0.3409, Validation Accuracy: 0.3363, Loss: 3.0449 Epoch 0 Batch 83/1077 - Train Accuracy: 0.2373, Validation Accuracy: 0.3363, Loss: 3.4079 Epoch 0 Batch 84/1077 - Train Accuracy: 0.2703, Validation Accuracy: 0.3363, Loss: 3.2353 Epoch 0 Batch 85/1077 - Train Accuracy: 0.2797, Validation Accuracy: 0.3363, Loss: 3.2001 Epoch 0 Batch 86/1077 - Train Accuracy: 0.2746, Validation Accuracy: 0.3363, Loss: 3.2657 Epoch 0 Batch 87/1077 - Train Accuracy: 0.2980, Validation Accuracy: 0.3413, Loss: 3.2290 Epoch 0 Batch 88/1077 - Train Accuracy: 0.2930, Validation Accuracy: 0.3452, Loss: 3.2494 Epoch 0 Batch 89/1077 - Train Accuracy: 0.2848, Validation Accuracy: 0.3494, Loss: 3.2392 Epoch 0 Batch 90/1077 - Train Accuracy: 0.2820, Validation Accuracy: 0.3498, Loss: 3.2635 Epoch 0 Batch 91/1077 - Train Accuracy: 0.3430, Validation Accuracy: 0.3462, Loss: 3.0469 Epoch 0 Batch 92/1077 - Train Accuracy: 0.3051, Validation Accuracy: 0.3427, Loss: 3.1657 Epoch 0 Batch 93/1077 - Train Accuracy: 0.2766, Validation Accuracy: 0.3388, Loss: 3.2389 Epoch 0 Batch 94/1077 - Train Accuracy: 0.2895, Validation Accuracy: 0.3374, Loss: 3.1623 Epoch 0 Batch 95/1077 - Train Accuracy: 0.3185, Validation Accuracy: 0.3363, Loss: 3.1044 Epoch 0 Batch 96/1077 - Train Accuracy: 0.2895, Validation Accuracy: 0.3370, Loss: 3.1856 Epoch 0 Batch 97/1077 - Train Accuracy: 0.3008, Validation Accuracy: 0.3363, Loss: 3.1606 Epoch 0 Batch 98/1077 - Train Accuracy: 0.3281, Validation Accuracy: 0.3363, Loss: 3.0542 Epoch 0 Batch 99/1077 - Train Accuracy: 0.2660, Validation Accuracy: 0.3363, Loss: 3.2490 Epoch 0 Batch 100/1077 - Train Accuracy: 0.2617, Validation Accuracy: 0.3363, Loss: 3.2362 Epoch 0 Batch 101/1077 - Train Accuracy: 0.2645, Validation Accuracy: 0.3366, Loss: 3.1875 Epoch 0 Batch 102/1077 - Train Accuracy: 0.2996, Validation Accuracy: 0.3374, Loss: 3.1322 Epoch 0 Batch 103/1077 - Train Accuracy: 0.2249, Validation Accuracy: 0.3391, Loss: 3.3421 Epoch 0 Batch 104/1077 - Train Accuracy: 0.2179, Validation Accuracy: 0.3388, Loss: 3.3909 Epoch 0 Batch 105/1077 - Train Accuracy: 0.2879, Validation Accuracy: 0.3402, Loss: 3.1443 Epoch 0 Batch 106/1077 - Train Accuracy: 0.2726, Validation Accuracy: 0.3413, Loss: 3.2782 Epoch 0 Batch 107/1077 - Train Accuracy: 0.3114, Validation Accuracy: 0.3413, Loss: 3.0750 Epoch 0 Batch 108/1077 - Train Accuracy: 0.3402, Validation Accuracy: 0.3416, Loss: 2.9469 Epoch 0 Batch 109/1077 - Train Accuracy: 0.2977, Validation Accuracy: 0.3416, Loss: 3.1370 Epoch 0 Batch 110/1077 - Train Accuracy: 0.2902, Validation Accuracy: 0.3441, Loss: 3.1310 Epoch 0 Batch 111/1077 - Train Accuracy: 0.2750, Validation Accuracy: 0.3445, Loss: 3.1704 Epoch 0 Batch 112/1077 - Train Accuracy: 0.2887, Validation Accuracy: 0.3462, Loss: 3.1643 Epoch 0 Batch 113/1077 - Train Accuracy: 0.2805, Validation Accuracy: 0.3473, Loss: 3.1968 Epoch 0 Batch 114/1077 - Train Accuracy: 0.3285, Validation Accuracy: 0.3501, Loss: 3.0268 Epoch 0 Batch 115/1077 - Train Accuracy: 0.2988, Validation Accuracy: 0.3512, Loss: 3.1612 Epoch 0 Batch 116/1077 - Train Accuracy: 0.2715, Validation Accuracy: 0.3530, Loss: 3.2025 Epoch 0 Batch 117/1077 - Train Accuracy: 0.2781, Validation Accuracy: 0.3523, Loss: 3.2000 Epoch 0 Batch 118/1077 - Train Accuracy: 0.2385, Validation Accuracy: 0.3523, Loss: 3.3099 Epoch 0 Batch 119/1077 - Train Accuracy: 0.2863, Validation Accuracy: 0.3530, Loss: 3.1526 Epoch 0 Batch 120/1077 - Train Accuracy: 0.2918, Validation Accuracy: 0.3555, Loss: 3.1445 Epoch 0 Batch 121/1077 - Train Accuracy: 0.2969, Validation Accuracy: 0.3572, Loss: 3.1077 Epoch 0 Batch 122/1077 - Train Accuracy: 0.2961, Validation Accuracy: 0.3572, Loss: 3.1293 Epoch 0 Batch 123/1077 - Train Accuracy: 0.3031, Validation Accuracy: 0.3572, Loss: 3.0805 Epoch 0 Batch 124/1077 - Train Accuracy: 0.2973, Validation Accuracy: 0.3576, Loss: 3.1423 Epoch 0 Batch 125/1077 - Train Accuracy: 0.3151, Validation Accuracy: 0.3576, Loss: 3.0544 Epoch 0 Batch 126/1077 - Train Accuracy: 0.3207, Validation Accuracy: 0.3576, Loss: 3.0060 Epoch 0 Batch 127/1077 - Train Accuracy: 0.3031, Validation Accuracy: 0.3580, Loss: 3.1108 Epoch 0 Batch 128/1077 - Train Accuracy: 0.3344, Validation Accuracy: 0.3583, Loss: 2.9750 Epoch 0 Batch 129/1077 - Train Accuracy: 0.3191, Validation Accuracy: 0.3580, Loss: 3.0913 Epoch 0 Batch 130/1077 - Train Accuracy: 0.3229, Validation Accuracy: 0.3576, Loss: 3.0058 Epoch 0 Batch 131/1077 - Train Accuracy: 0.2867, Validation Accuracy: 0.3572, Loss: 3.1420 Epoch 0 Batch 132/1077 - Train Accuracy: 0.2922, Validation Accuracy: 0.3576, Loss: 3.1521 Epoch 0 Batch 133/1077 - Train Accuracy: 0.2627, Validation Accuracy: 0.3583, Loss: 3.1989 Epoch 0 Batch 134/1077 - Train Accuracy: 0.3311, Validation Accuracy: 0.3583, Loss: 3.0402 Epoch 0 Batch 135/1077 - Train Accuracy: 0.2837, Validation Accuracy: 0.3587, Loss: 3.1619 Epoch 0 Batch 136/1077 - Train Accuracy: 0.3078, Validation Accuracy: 0.3587, Loss: 3.0580 Epoch 0 Batch 137/1077 - Train Accuracy: 0.3356, Validation Accuracy: 0.3597, Loss: 2.9175 Epoch 0 Batch 138/1077 - Train Accuracy: 0.2961, Validation Accuracy: 0.3608, Loss: 3.0741 Epoch 0 Batch 139/1077 - Train Accuracy: 0.3156, Validation Accuracy: 0.3622, Loss: 3.0345 Epoch 0 Batch 140/1077 - Train Accuracy: 0.2660, Validation Accuracy: 0.3622, Loss: 3.2338 Epoch 0 Batch 141/1077 - Train Accuracy: 0.3043, Validation Accuracy: 0.3622, Loss: 3.1013 Epoch 0 Batch 142/1077 - Train Accuracy: 0.3382, Validation Accuracy: 0.3608, Loss: 2.9152 Epoch 0 Batch 143/1077 - Train Accuracy: 0.3094, Validation Accuracy: 0.3612, Loss: 3.0570 Epoch 0 Batch 144/1077 - Train Accuracy: 0.2734, Validation Accuracy: 0.3622, Loss: 3.2031 Epoch 0 Batch 145/1077 - Train Accuracy: 0.3043, Validation Accuracy: 0.3626, Loss: 3.0331 Epoch 0 Batch 146/1077 - Train Accuracy: 0.3371, Validation Accuracy: 0.3626, Loss: 2.9596 Epoch 0 Batch 147/1077 - Train Accuracy: 0.2945, Validation Accuracy: 0.3626, Loss: 3.0997 Epoch 0 Batch 148/1077 - Train Accuracy: 0.3137, Validation Accuracy: 0.3608, Loss: 3.0374 Epoch 0 Batch 149/1077 - Train Accuracy: 0.3098, Validation Accuracy: 0.3604, Loss: 3.0507 Epoch 0 Batch 150/1077 - Train Accuracy: 0.3460, Validation Accuracy: 0.3608, Loss: 2.9325 Epoch 0 Batch 151/1077 - Train Accuracy: 0.3382, Validation Accuracy: 0.3622, Loss: 2.9200 Epoch 0 Batch 152/1077 - Train Accuracy: 0.3230, Validation Accuracy: 0.3622, Loss: 3.0118 Epoch 0 Batch 153/1077 - Train Accuracy: 0.2992, Validation Accuracy: 0.3608, Loss: 3.0822 Epoch 0 Batch 154/1077 - Train Accuracy: 0.2673, Validation Accuracy: 0.3601, Loss: 3.1762 Epoch 0 Batch 155/1077 - Train Accuracy: 0.3055, Validation Accuracy: 0.3601, Loss: 3.0242 Epoch 0 Batch 156/1077 - Train Accuracy: 0.2902, Validation Accuracy: 0.3601, Loss: 3.0609 Epoch 0 Batch 157/1077 - Train Accuracy: 0.3066, Validation Accuracy: 0.3604, Loss: 3.0307 Epoch 0 Batch 158/1077 - Train Accuracy: 0.3464, Validation Accuracy: 0.3604, Loss: 2.9179 Epoch 0 Batch 159/1077 - Train Accuracy: 0.3307, Validation Accuracy: 0.3604, Loss: 2.9011 Epoch 0 Batch 160/1077 - Train Accuracy: 0.3031, Validation Accuracy: 0.3604, Loss: 2.9916 Epoch 0 Batch 161/1077 - Train Accuracy: 0.2957, Validation Accuracy: 0.3608, Loss: 3.0442 Epoch 0 Batch 162/1077 - Train Accuracy: 0.3086, Validation Accuracy: 0.3619, Loss: 2.9977 Epoch 0 Batch 163/1077 - Train Accuracy: 0.2706, Validation Accuracy: 0.3622, Loss: 3.1344 Epoch 0 Batch 164/1077 - Train Accuracy: 0.2977, Validation Accuracy: 0.3622, Loss: 3.0571 Epoch 0 Batch 165/1077 - Train Accuracy: 0.2914, Validation Accuracy: 0.3622, Loss: 3.0306 Epoch 0 Batch 166/1077 - Train Accuracy: 0.3324, Validation Accuracy: 0.3622, Loss: 2.9217 Epoch 0 Batch 167/1077 - Train Accuracy: 0.2938, Validation Accuracy: 0.3636, Loss: 3.0385 Epoch 0 Batch 168/1077 - Train Accuracy: 0.2829, Validation Accuracy: 0.3665, Loss: 3.0988 Epoch 0 Batch 169/1077 - Train Accuracy: 0.3601, Validation Accuracy: 0.3672, Loss: 2.8312 Epoch 0 Batch 170/1077 - Train Accuracy: 0.2859, Validation Accuracy: 0.3665, Loss: 3.0912 Epoch 0 Batch 171/1077 - Train Accuracy: 0.3636, Validation Accuracy: 0.3633, Loss: 2.7891 Epoch 0 Batch 172/1077 - Train Accuracy: 0.3356, Validation Accuracy: 0.3622, Loss: 2.8683 Epoch 0 Batch 173/1077 - Train Accuracy: 0.2697, Validation Accuracy: 0.3622, Loss: 3.1684 Epoch 0 Batch 174/1077 - Train Accuracy: 0.3211, Validation Accuracy: 0.3672, Loss: 2.9442 Epoch 0 Batch 175/1077 - Train Accuracy: 0.3254, Validation Accuracy: 0.3672, Loss: 2.9408 Epoch 0 Batch 176/1077 - Train Accuracy: 0.3004, Validation Accuracy: 0.3672, Loss: 3.0083 Epoch 0 Batch 177/1077 - Train Accuracy: 0.2891, Validation Accuracy: 0.3675, Loss: 3.1043 Epoch 0 Batch 178/1077 - Train Accuracy: 0.3254, Validation Accuracy: 0.3675, Loss: 2.9385 Epoch 0 Batch 179/1077 - Train Accuracy: 0.2961, Validation Accuracy: 0.3672, Loss: 3.0477 Epoch 0 Batch 180/1077 - Train Accuracy: 0.3125, Validation Accuracy: 0.3672, Loss: 2.9758 Epoch 0 Batch 181/1077 - Train Accuracy: 0.3160, Validation Accuracy: 0.3672, Loss: 2.9509 Epoch 0 Batch 182/1077 - Train Accuracy: 0.3423, Validation Accuracy: 0.3700, Loss: 2.8930 Epoch 0 Batch 183/1077 - Train Accuracy: 0.3047, Validation Accuracy: 0.3736, Loss: 3.0041 Epoch 0 Batch 184/1077 - Train Accuracy: 0.3109, Validation Accuracy: 0.3683, Loss: 2.9570 Epoch 0 Batch 185/1077 - Train Accuracy: 0.3102, Validation Accuracy: 0.3683, Loss: 2.9640 Epoch 0 Batch 186/1077 - Train Accuracy: 0.3022, Validation Accuracy: 0.3704, Loss: 3.0178 Epoch 0 Batch 187/1077 - Train Accuracy: 0.3063, Validation Accuracy: 0.3725, Loss: 2.9770 Epoch 0 Batch 188/1077 - Train Accuracy: 0.3137, Validation Accuracy: 0.3736, Loss: 2.9425 Epoch 0 Batch 189/1077 - Train Accuracy: 0.3141, Validation Accuracy: 0.3739, Loss: 2.9936 Epoch 0 Batch 190/1077 - Train Accuracy: 0.3141, Validation Accuracy: 0.3757, Loss: 2.9753 Epoch 0 Batch 191/1077 - Train Accuracy: 0.3739, Validation Accuracy: 0.3793, Loss: 2.7155 Epoch 0 Batch 192/1077 - Train Accuracy: 0.3301, Validation Accuracy: 0.3853, Loss: 2.9521 Epoch 0 Batch 193/1077 - Train Accuracy: 0.3441, Validation Accuracy: 0.3853, Loss: 2.8824 Epoch 0 Batch 194/1077 - Train Accuracy: 0.3597, Validation Accuracy: 0.3899, Loss: 2.8002 Epoch 0 Batch 195/1077 - Train Accuracy: 0.3152, Validation Accuracy: 0.3910, Loss: 2.9751 Epoch 0 Batch 196/1077 - Train Accuracy: 0.3395, Validation Accuracy: 0.3892, Loss: 2.8910 Epoch 0 Batch 197/1077 - Train Accuracy: 0.3523, Validation Accuracy: 0.3881, Loss: 2.8551 Epoch 0 Batch 198/1077 - Train Accuracy: 0.3609, Validation Accuracy: 0.3878, Loss: 2.7844 Epoch 0 Batch 199/1077 - Train Accuracy: 0.3371, Validation Accuracy: 0.3871, Loss: 2.9249 Epoch 0 Batch 200/1077 - Train Accuracy: 0.3398, Validation Accuracy: 0.3942, Loss: 2.9215 Epoch 0 Batch 201/1077 - Train Accuracy: 0.3520, Validation Accuracy: 0.3991, Loss: 2.8592 Epoch 0 Batch 202/1077 - Train Accuracy: 0.3383, Validation Accuracy: 0.3981, Loss: 2.9256 Epoch 0 Batch 203/1077 - Train Accuracy: 0.3512, Validation Accuracy: 0.3960, Loss: 2.8712 Epoch 0 Batch 204/1077 - Train Accuracy: 0.3348, Validation Accuracy: 0.3920, Loss: 2.8994 Epoch 0 Batch 205/1077 - Train Accuracy: 0.3414, Validation Accuracy: 0.3924, Loss: 2.9014 Epoch 0 Batch 206/1077 - Train Accuracy: 0.3398, Validation Accuracy: 0.3960, Loss: 2.9020 Epoch 0 Batch 207/1077 - Train Accuracy: 0.3328, Validation Accuracy: 0.4023, Loss: 2.9721 Epoch 0 Batch 208/1077 - Train Accuracy: 0.3694, Validation Accuracy: 0.4020, Loss: 2.7985 Epoch 0 Batch 209/1077 - Train Accuracy: 0.3679, Validation Accuracy: 0.3956, Loss: 2.7655 Epoch 0 Batch 210/1077 - Train Accuracy: 0.3616, Validation Accuracy: 0.3928, Loss: 2.8146 Epoch 0 Batch 211/1077 - Train Accuracy: 0.3414, Validation Accuracy: 0.3984, Loss: 2.8826 Epoch 0 Batch 212/1077 - Train Accuracy: 0.3757, Validation Accuracy: 0.4045, Loss: 2.7587 Epoch 0 Batch 213/1077 - Train Accuracy: 0.3520, Validation Accuracy: 0.4045, Loss: 2.8628 Epoch 0 Batch 214/1077 - Train Accuracy: 0.3395, Validation Accuracy: 0.4023, Loss: 2.8939 Epoch 0 Batch 215/1077 - Train Accuracy: 0.3301, Validation Accuracy: 0.3988, Loss: 2.9168 Epoch 0 Batch 216/1077 - Train Accuracy: 0.3426, Validation Accuracy: 0.4073, Loss: 2.9061 Epoch 0 Batch 217/1077 - Train Accuracy: 0.3617, Validation Accuracy: 0.4123, Loss: 2.8154 Epoch 0 Batch 218/1077 - Train Accuracy: 0.3355, Validation Accuracy: 0.4116, Loss: 2.9721 Epoch 0 Batch 219/1077 - Train Accuracy: 0.3500, Validation Accuracy: 0.4087, Loss: 2.8808 Epoch 0 Batch 220/1077 - Train Accuracy: 0.3388, Validation Accuracy: 0.4176, Loss: 2.9778 Epoch 0 Batch 221/1077 - Train Accuracy: 0.3549, Validation Accuracy: 0.4205, Loss: 2.9088 Epoch 0 Batch 222/1077 - Train Accuracy: 0.3543, Validation Accuracy: 0.4233, Loss: 2.9698 Epoch 0 Batch 223/1077 - Train Accuracy: 0.4029, Validation Accuracy: 0.4237, Loss: 2.7212 Epoch 0 Batch 224/1077 - Train Accuracy: 0.3605, Validation Accuracy: 0.4237, Loss: 2.8585 Epoch 0 Batch 225/1077 - Train Accuracy: 0.3762, Validation Accuracy: 0.4318, Loss: 2.8715 Epoch 0 Batch 226/1077 - Train Accuracy: 0.3801, Validation Accuracy: 0.4361, Loss: 2.8565 Epoch 0 Batch 227/1077 - Train Accuracy: 0.3688, Validation Accuracy: 0.4361, Loss: 2.9305 Epoch 0 Batch 228/1077 - Train Accuracy: 0.3961, Validation Accuracy: 0.4357, Loss: 2.8011 Epoch 0 Batch 229/1077 - Train Accuracy: 0.3797, Validation Accuracy: 0.4237, Loss: 2.8168 Epoch 0 Batch 230/1077 - Train Accuracy: 0.4115, Validation Accuracy: 0.4329, Loss: 2.7161 Epoch 0 Batch 231/1077 - Train Accuracy: 0.3934, Validation Accuracy: 0.4364, Loss: 2.8136 Epoch 0 Batch 232/1077 - Train Accuracy: 0.3479, Validation Accuracy: 0.4368, Loss: 2.9856 Epoch 0 Batch 233/1077 - Train Accuracy: 0.3863, Validation Accuracy: 0.4375, Loss: 2.8525 Epoch 0 Batch 234/1077 - Train Accuracy: 0.4111, Validation Accuracy: 0.4336, Loss: 2.7036 Epoch 0 Batch 235/1077 - Train Accuracy: 0.4211, Validation Accuracy: 0.4343, Loss: 2.6690 Epoch 0 Batch 236/1077 - Train Accuracy: 0.3863, Validation Accuracy: 0.4439, Loss: 2.8428 Epoch 0 Batch 237/1077 - Train Accuracy: 0.4148, Validation Accuracy: 0.4428, Loss: 2.6956 Epoch 0 Batch 238/1077 - Train Accuracy: 0.3965, Validation Accuracy: 0.4393, Loss: 2.8429 Epoch 0 Batch 239/1077 - Train Accuracy: 0.4040, Validation Accuracy: 0.4371, Loss: 2.7127 Epoch 0 Batch 240/1077 - Train Accuracy: 0.4051, Validation Accuracy: 0.4368, Loss: 2.7534 Epoch 0 Batch 241/1077 - Train Accuracy: 0.4039, Validation Accuracy: 0.4368, Loss: 2.7451 Epoch 0 Batch 242/1077 - Train Accuracy: 0.3684, Validation Accuracy: 0.4393, Loss: 2.8585 Epoch 0 Batch 243/1077 - Train Accuracy: 0.3590, Validation Accuracy: 0.4414, Loss: 2.8873 Epoch 0 Batch 244/1077 - Train Accuracy: 0.4343, Validation Accuracy: 0.4411, Loss: 2.6245 Epoch 0 Batch 245/1077 - Train Accuracy: 0.4066, Validation Accuracy: 0.4411, Loss: 2.6946 Epoch 0 Batch 246/1077 - Train Accuracy: 0.3883, Validation Accuracy: 0.4432, Loss: 2.8053 Epoch 0 Batch 247/1077 - Train Accuracy: 0.4315, Validation Accuracy: 0.4460, Loss: 2.6304 Epoch 0 Batch 248/1077 - Train Accuracy: 0.4094, Validation Accuracy: 0.4474, Loss: 2.7351 Epoch 0 Batch 249/1077 - Train Accuracy: 0.3937, Validation Accuracy: 0.4471, Loss: 2.7780 Epoch 0 Batch 250/1077 - Train Accuracy: 0.4347, Validation Accuracy: 0.4435, Loss: 2.5856 Epoch 0 Batch 251/1077 - Train Accuracy: 0.4062, Validation Accuracy: 0.4425, Loss: 2.7296 Epoch 0 Batch 252/1077 - Train Accuracy: 0.3945, Validation Accuracy: 0.4425, Loss: 2.7386 Epoch 0 Batch 253/1077 - Train Accuracy: 0.4339, Validation Accuracy: 0.4464, Loss: 2.5960 Epoch 0 Batch 254/1077 - Train Accuracy: 0.4012, Validation Accuracy: 0.4450, Loss: 2.7514 Epoch 0 Batch 255/1077 - Train Accuracy: 0.3969, Validation Accuracy: 0.4460, Loss: 2.7587 Epoch 0 Batch 256/1077 - Train Accuracy: 0.3848, Validation Accuracy: 0.4485, Loss: 2.7594 Epoch 0 Batch 257/1077 - Train Accuracy: 0.4200, Validation Accuracy: 0.4464, Loss: 2.6353 Epoch 0 Batch 258/1077 - Train Accuracy: 0.4271, Validation Accuracy: 0.4439, Loss: 2.5958 Epoch 0 Batch 259/1077 - Train Accuracy: 0.3941, Validation Accuracy: 0.4489, Loss: 2.7422 Epoch 0 Batch 260/1077 - Train Accuracy: 0.4204, Validation Accuracy: 0.4485, Loss: 2.6289 Epoch 0 Batch 261/1077 - Train Accuracy: 0.4178, Validation Accuracy: 0.4513, Loss: 2.6639 Epoch 0 Batch 262/1077 - Train Accuracy: 0.3996, Validation Accuracy: 0.4510, Loss: 2.7351 Epoch 0 Batch 263/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4496, Loss: 2.7033 Epoch 0 Batch 264/1077 - Train Accuracy: 0.3852, Validation Accuracy: 0.4489, Loss: 2.7752 Epoch 0 Batch 265/1077 - Train Accuracy: 0.4016, Validation Accuracy: 0.4485, Loss: 2.6872 Epoch 0 Batch 266/1077 - Train Accuracy: 0.4241, Validation Accuracy: 0.4492, Loss: 2.6012 Epoch 0 Batch 267/1077 - Train Accuracy: 0.4315, Validation Accuracy: 0.4542, Loss: 2.5796 Epoch 0 Batch 268/1077 - Train Accuracy: 0.4152, Validation Accuracy: 0.4521, Loss: 2.6836 Epoch 0 Batch 269/1077 - Train Accuracy: 0.3762, Validation Accuracy: 0.4538, Loss: 2.8492 Epoch 0 Batch 270/1077 - Train Accuracy: 0.3676, Validation Accuracy: 0.4531, Loss: 2.8387 Epoch 0 Batch 271/1077 - Train Accuracy: 0.4113, Validation Accuracy: 0.4549, Loss: 2.7126 Epoch 0 Batch 272/1077 - Train Accuracy: 0.4219, Validation Accuracy: 0.4521, Loss: 2.6111 Epoch 0 Batch 273/1077 - Train Accuracy: 0.4222, Validation Accuracy: 0.4545, Loss: 2.5967 Epoch 0 Batch 274/1077 - Train Accuracy: 0.4137, Validation Accuracy: 0.4581, Loss: 2.6389 Epoch 0 Batch 275/1077 - Train Accuracy: 0.4390, Validation Accuracy: 0.4560, Loss: 2.5502 Epoch 0 Batch 276/1077 - Train Accuracy: 0.3918, Validation Accuracy: 0.4531, Loss: 2.7109 Epoch 0 Batch 277/1077 - Train Accuracy: 0.4323, Validation Accuracy: 0.4528, Loss: 2.5725 Epoch 0 Batch 278/1077 - Train Accuracy: 0.3852, Validation Accuracy: 0.4506, Loss: 2.7467 Epoch 0 Batch 279/1077 - Train Accuracy: 0.3711, Validation Accuracy: 0.4528, Loss: 2.8004 Epoch 0 Batch 280/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4531, Loss: 2.6821 Epoch 0 Batch 281/1077 - Train Accuracy: 0.4098, Validation Accuracy: 0.4538, Loss: 2.6646 Epoch 0 Batch 282/1077 - Train Accuracy: 0.3957, Validation Accuracy: 0.4542, Loss: 2.7255 Epoch 0 Batch 283/1077 - Train Accuracy: 0.4195, Validation Accuracy: 0.4535, Loss: 2.6393 Epoch 0 Batch 284/1077 - Train Accuracy: 0.3926, Validation Accuracy: 0.4553, Loss: 2.7376 Epoch 0 Batch 285/1077 - Train Accuracy: 0.4368, Validation Accuracy: 0.4545, Loss: 2.5278 Epoch 0 Batch 286/1077 - Train Accuracy: 0.4397, Validation Accuracy: 0.4538, Loss: 2.4973 Epoch 0 Batch 287/1077 - Train Accuracy: 0.4012, Validation Accuracy: 0.4556, Loss: 2.6513 Epoch 0 Batch 288/1077 - Train Accuracy: 0.3820, Validation Accuracy: 0.4538, Loss: 2.7637 Epoch 0 Batch 289/1077 - Train Accuracy: 0.4148, Validation Accuracy: 0.4524, Loss: 2.6071 Epoch 0 Batch 290/1077 - Train Accuracy: 0.4062, Validation Accuracy: 0.4506, Loss: 2.6798 Epoch 0 Batch 291/1077 - Train Accuracy: 0.4260, Validation Accuracy: 0.4524, Loss: 2.5613 Epoch 0 Batch 292/1077 - Train Accuracy: 0.4315, Validation Accuracy: 0.4560, Loss: 2.5525 Epoch 0 Batch 293/1077 - Train Accuracy: 0.3770, Validation Accuracy: 0.4560, Loss: 2.7336 Epoch 0 Batch 294/1077 - Train Accuracy: 0.4478, Validation Accuracy: 0.4538, Loss: 2.4327 Epoch 0 Batch 295/1077 - Train Accuracy: 0.3951, Validation Accuracy: 0.4581, Loss: 2.7511 Epoch 0 Batch 296/1077 - Train Accuracy: 0.4397, Validation Accuracy: 0.4567, Loss: 2.5019 Epoch 0 Batch 297/1077 - Train Accuracy: 0.3930, Validation Accuracy: 0.4570, Loss: 2.7090 Epoch 0 Batch 298/1077 - Train Accuracy: 0.4004, Validation Accuracy: 0.4606, Loss: 2.6593 Epoch 0 Batch 299/1077 - Train Accuracy: 0.4211, Validation Accuracy: 0.4585, Loss: 2.5611 Epoch 0 Batch 300/1077 - Train Accuracy: 0.3734, Validation Accuracy: 0.4574, Loss: 2.7633 Epoch 0 Batch 301/1077 - Train Accuracy: 0.4078, Validation Accuracy: 0.4616, Loss: 2.6375 Epoch 0 Batch 302/1077 - Train Accuracy: 0.4188, Validation Accuracy: 0.4599, Loss: 2.5841 Epoch 0 Batch 303/1077 - Train Accuracy: 0.3949, Validation Accuracy: 0.4620, Loss: 2.6860 Epoch 0 Batch 304/1077 - Train Accuracy: 0.4401, Validation Accuracy: 0.4581, Loss: 2.4576 Epoch 0 Batch 305/1077 - Train Accuracy: 0.4105, Validation Accuracy: 0.4592, Loss: 2.6220 Epoch 0 Batch 306/1077 - Train Accuracy: 0.4148, Validation Accuracy: 0.4606, Loss: 2.5251 Epoch 0 Batch 307/1077 - Train Accuracy: 0.4036, Validation Accuracy: 0.4588, Loss: 2.6045 Epoch 0 Batch 308/1077 - Train Accuracy: 0.3844, Validation Accuracy: 0.4585, Loss: 2.7124 Epoch 0 Batch 309/1077 - Train Accuracy: 0.4297, Validation Accuracy: 0.4595, Loss: 2.5201 Epoch 0 Batch 310/1077 - Train Accuracy: 0.3891, Validation Accuracy: 0.4588, Loss: 2.6507 Epoch 0 Batch 311/1077 - Train Accuracy: 0.4423, Validation Accuracy: 0.4556, Loss: 2.4677 Epoch 0 Batch 312/1077 - Train Accuracy: 0.4047, Validation Accuracy: 0.4574, Loss: 2.6327 Epoch 0 Batch 313/1077 - Train Accuracy: 0.4074, Validation Accuracy: 0.4592, Loss: 2.6094 Epoch 0 Batch 314/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4609, Loss: 2.5969 Epoch 0 Batch 315/1077 - Train Accuracy: 0.4282, Validation Accuracy: 0.4577, Loss: 2.5217 Epoch 0 Batch 316/1077 - Train Accuracy: 0.4282, Validation Accuracy: 0.4602, Loss: 2.4861 Epoch 0 Batch 317/1077 - Train Accuracy: 0.3869, Validation Accuracy: 0.4588, Loss: 2.7351 Epoch 0 Batch 318/1077 - Train Accuracy: 0.3984, Validation Accuracy: 0.4670, Loss: 2.6430 Epoch 0 Batch 319/1077 - Train Accuracy: 0.4066, Validation Accuracy: 0.4645, Loss: 2.6085 Epoch 0 Batch 320/1077 - Train Accuracy: 0.4148, Validation Accuracy: 0.4627, Loss: 2.6160 Epoch 0 Batch 321/1077 - Train Accuracy: 0.4078, Validation Accuracy: 0.4556, Loss: 2.5586 Epoch 0 Batch 322/1077 - Train Accuracy: 0.4126, Validation Accuracy: 0.4631, Loss: 2.5454 Epoch 0 Batch 323/1077 - Train Accuracy: 0.4277, Validation Accuracy: 0.4641, Loss: 2.4844 Epoch 0 Batch 324/1077 - Train Accuracy: 0.4000, Validation Accuracy: 0.4645, Loss: 2.5995 Epoch 0 Batch 325/1077 - Train Accuracy: 0.4483, Validation Accuracy: 0.4620, Loss: 2.4118 Epoch 0 Batch 326/1077 - Train Accuracy: 0.4479, Validation Accuracy: 0.4624, Loss: 2.4182 Epoch 0 Batch 327/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4656, Loss: 2.5954 Epoch 0 Batch 328/1077 - Train Accuracy: 0.4304, Validation Accuracy: 0.4645, Loss: 2.4942 Epoch 0 Batch 329/1077 - Train Accuracy: 0.4039, Validation Accuracy: 0.4627, Loss: 2.6124 Epoch 0 Batch 330/1077 - Train Accuracy: 0.4234, Validation Accuracy: 0.4631, Loss: 2.5404 Epoch 0 Batch 331/1077 - Train Accuracy: 0.3988, Validation Accuracy: 0.4585, Loss: 2.5825 Epoch 0 Batch 332/1077 - Train Accuracy: 0.4435, Validation Accuracy: 0.4666, Loss: 2.4391 Epoch 0 Batch 333/1077 - Train Accuracy: 0.3976, Validation Accuracy: 0.4659, Loss: 2.6583 Epoch 0 Batch 334/1077 - Train Accuracy: 0.4328, Validation Accuracy: 0.4673, Loss: 2.5401 Epoch 0 Batch 335/1077 - Train Accuracy: 0.4554, Validation Accuracy: 0.4656, Loss: 2.3443 Epoch 0 Batch 336/1077 - Train Accuracy: 0.4188, Validation Accuracy: 0.4634, Loss: 2.5423 Epoch 0 Batch 337/1077 - Train Accuracy: 0.4055, Validation Accuracy: 0.4677, Loss: 2.5490 Epoch 0 Batch 338/1077 - Train Accuracy: 0.4164, Validation Accuracy: 0.4670, Loss: 2.5213 Epoch 0 Batch 339/1077 - Train Accuracy: 0.4293, Validation Accuracy: 0.4670, Loss: 2.4639 Epoch 0 Batch 340/1077 - Train Accuracy: 0.3898, Validation Accuracy: 0.4684, Loss: 2.6511 Epoch 0 Batch 341/1077 - Train Accuracy: 0.4133, Validation Accuracy: 0.4656, Loss: 2.5366 Epoch 0 Batch 342/1077 - Train Accuracy: 0.4193, Validation Accuracy: 0.4652, Loss: 2.4972 Epoch 0 Batch 343/1077 - Train Accuracy: 0.4043, Validation Accuracy: 0.4673, Loss: 2.5516 Epoch 0 Batch 344/1077 - Train Accuracy: 0.3984, Validation Accuracy: 0.4641, Loss: 2.5709 Epoch 0 Batch 345/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.4648, Loss: 2.4570 Epoch 0 Batch 346/1077 - Train Accuracy: 0.3996, Validation Accuracy: 0.4602, Loss: 2.5556 Epoch 0 Batch 347/1077 - Train Accuracy: 0.4308, Validation Accuracy: 0.4638, Loss: 2.4725 Epoch 0 Batch 348/1077 - Train Accuracy: 0.4420, Validation Accuracy: 0.4645, Loss: 2.3952 Epoch 0 Batch 349/1077 - Train Accuracy: 0.4109, Validation Accuracy: 0.4677, Loss: 2.5172 Epoch 0 Batch 350/1077 - Train Accuracy: 0.4012, Validation Accuracy: 0.4677, Loss: 2.6046 Epoch 0 Batch 351/1077 - Train Accuracy: 0.3631, Validation Accuracy: 0.4652, Loss: 2.6849 Epoch 0 Batch 352/1077 - Train Accuracy: 0.3773, Validation Accuracy: 0.4656, Loss: 2.6605 Epoch 0 Batch 353/1077 - Train Accuracy: 0.3877, Validation Accuracy: 0.4719, Loss: 2.6664 Epoch 0 Batch 354/1077 - Train Accuracy: 0.4094, Validation Accuracy: 0.4688, Loss: 2.5382 Epoch 0 Batch 355/1077 - Train Accuracy: 0.4312, Validation Accuracy: 0.4680, Loss: 2.4899 Epoch 0 Batch 356/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.4688, Loss: 2.5021 Epoch 0 Batch 357/1077 - Train Accuracy: 0.4591, Validation Accuracy: 0.4677, Loss: 2.3340 Epoch 0 Batch 358/1077 - Train Accuracy: 0.3988, Validation Accuracy: 0.4719, Loss: 2.5688 Epoch 0 Batch 359/1077 - Train Accuracy: 0.4266, Validation Accuracy: 0.4705, Loss: 2.4734 Epoch 0 Batch 360/1077 - Train Accuracy: 0.4199, Validation Accuracy: 0.4737, Loss: 2.5054 Epoch 0 Batch 361/1077 - Train Accuracy: 0.3964, Validation Accuracy: 0.4677, Loss: 2.5820 Epoch 0 Batch 362/1077 - Train Accuracy: 0.4368, Validation Accuracy: 0.4666, Loss: 2.4221 Epoch 0 Batch 363/1077 - Train Accuracy: 0.4070, Validation Accuracy: 0.4719, Loss: 2.5165 Epoch 0 Batch 364/1077 - Train Accuracy: 0.4062, Validation Accuracy: 0.4634, Loss: 2.5253 Epoch 0 Batch 365/1077 - Train Accuracy: 0.3957, Validation Accuracy: 0.4663, Loss: 2.5477 Epoch 0 Batch 366/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4688, Loss: 2.4985 Epoch 0 Batch 367/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.4705, Loss: 2.3340 Epoch 0 Batch 368/1077 - Train Accuracy: 0.4180, Validation Accuracy: 0.4790, Loss: 2.5107 Epoch 0 Batch 369/1077 - Train Accuracy: 0.4367, Validation Accuracy: 0.4755, Loss: 2.4162 Epoch 0 Batch 370/1077 - Train Accuracy: 0.4375, Validation Accuracy: 0.4776, Loss: 2.4429 Epoch 0 Batch 371/1077 - Train Accuracy: 0.4219, Validation Accuracy: 0.4673, Loss: 2.4542 Epoch 0 Batch 372/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.4698, Loss: 2.4274 Epoch 0 Batch 373/1077 - Train Accuracy: 0.4542, Validation Accuracy: 0.4766, Loss: 2.3496 Epoch 0 Batch 374/1077 - Train Accuracy: 0.3934, Validation Accuracy: 0.4730, Loss: 2.5673 Epoch 0 Batch 375/1077 - Train Accuracy: 0.4748, Validation Accuracy: 0.4766, Loss: 2.2793 Epoch 0 Batch 376/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.4705, Loss: 2.3184 Epoch 0 Batch 377/1077 - Train Accuracy: 0.4133, Validation Accuracy: 0.4734, Loss: 2.4815 Epoch 0 Batch 378/1077 - Train Accuracy: 0.4059, Validation Accuracy: 0.4759, Loss: 2.4849 Epoch 0 Batch 379/1077 - Train Accuracy: 0.4230, Validation Accuracy: 0.4737, Loss: 2.4644 Epoch 0 Batch 380/1077 - Train Accuracy: 0.4297, Validation Accuracy: 0.4727, Loss: 2.4231 Epoch 0 Batch 381/1077 - Train Accuracy: 0.4207, Validation Accuracy: 0.4680, Loss: 2.4525 Epoch 0 Batch 382/1077 - Train Accuracy: 0.4390, Validation Accuracy: 0.4709, Loss: 2.4189 Epoch 0 Batch 383/1077 - Train Accuracy: 0.4639, Validation Accuracy: 0.4773, Loss: 2.3087 Epoch 0 Batch 384/1077 - Train Accuracy: 0.4250, Validation Accuracy: 0.4787, Loss: 2.4728 Epoch 0 Batch 385/1077 - Train Accuracy: 0.4109, Validation Accuracy: 0.4730, Loss: 2.4784 Epoch 0 Batch 386/1077 - Train Accuracy: 0.4423, Validation Accuracy: 0.4748, Loss: 2.3484 Epoch 0 Batch 387/1077 - Train Accuracy: 0.4512, Validation Accuracy: 0.4794, Loss: 2.3631 Epoch 0 Batch 388/1077 - Train Accuracy: 0.4442, Validation Accuracy: 0.4826, Loss: 2.3570 Epoch 0 Batch 389/1077 - Train Accuracy: 0.4367, Validation Accuracy: 0.4819, Loss: 2.4047 Epoch 0 Batch 390/1077 - Train Accuracy: 0.3941, Validation Accuracy: 0.4815, Loss: 2.5438 Epoch 0 Batch 391/1077 - Train Accuracy: 0.4576, Validation Accuracy: 0.4783, Loss: 2.3242 Epoch 0 Batch 392/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.4762, Loss: 2.3838 Epoch 0 Batch 393/1077 - Train Accuracy: 0.4505, Validation Accuracy: 0.4748, Loss: 2.3267 Epoch 0 Batch 394/1077 - Train Accuracy: 0.3926, Validation Accuracy: 0.4723, Loss: 2.5175 Epoch 0 Batch 395/1077 - Train Accuracy: 0.4524, Validation Accuracy: 0.4734, Loss: 2.3228 Epoch 0 Batch 396/1077 - Train Accuracy: 0.4215, Validation Accuracy: 0.4723, Loss: 2.3823 Epoch 0 Batch 397/1077 - Train Accuracy: 0.4546, Validation Accuracy: 0.4755, Loss: 2.2819 Epoch 0 Batch 398/1077 - Train Accuracy: 0.4227, Validation Accuracy: 0.4854, Loss: 2.5326 Epoch 0 Batch 399/1077 - Train Accuracy: 0.3910, Validation Accuracy: 0.4879, Loss: 2.5870 Epoch 0 Batch 400/1077 - Train Accuracy: 0.4281, Validation Accuracy: 0.4869, Loss: 2.4622 Epoch 0 Batch 401/1077 - Train Accuracy: 0.4281, Validation Accuracy: 0.4794, Loss: 2.4248 Epoch 0 Batch 402/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.4773, Loss: 2.4253 Epoch 0 Batch 403/1077 - Train Accuracy: 0.4383, Validation Accuracy: 0.4851, Loss: 2.4043 Epoch 0 Batch 404/1077 - Train Accuracy: 0.4747, Validation Accuracy: 0.4847, Loss: 2.2586 Epoch 0 Batch 405/1077 - Train Accuracy: 0.4252, Validation Accuracy: 0.4872, Loss: 2.4660 Epoch 0 Batch 406/1077 - Train Accuracy: 0.4239, Validation Accuracy: 0.4794, Loss: 2.4677 Epoch 0 Batch 407/1077 - Train Accuracy: 0.4184, Validation Accuracy: 0.4801, Loss: 2.4671 Epoch 0 Batch 408/1077 - Train Accuracy: 0.4305, Validation Accuracy: 0.4869, Loss: 2.4070 Epoch 0 Batch 409/1077 - Train Accuracy: 0.4367, Validation Accuracy: 0.4922, Loss: 2.4176 Epoch 0 Batch 410/1077 - Train Accuracy: 0.4190, Validation Accuracy: 0.4961, Loss: 2.5090 Epoch 0 Batch 411/1077 - Train Accuracy: 0.4814, Validation Accuracy: 0.4964, Loss: 2.2953 Epoch 0 Batch 412/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.4957, Loss: 2.3713 Epoch 0 Batch 413/1077 - Train Accuracy: 0.4500, Validation Accuracy: 0.4950, Loss: 2.3623 Epoch 0 Batch 414/1077 - Train Accuracy: 0.4211, Validation Accuracy: 0.4954, Loss: 2.4639 Epoch 0 Batch 415/1077 - Train Accuracy: 0.4710, Validation Accuracy: 0.4904, Loss: 2.3140 Epoch 0 Batch 416/1077 - Train Accuracy: 0.4500, Validation Accuracy: 0.4957, Loss: 2.3718 Epoch 0 Batch 417/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.4812, Loss: 2.3861 Epoch 0 Batch 418/1077 - Train Accuracy: 0.4375, Validation Accuracy: 0.4933, Loss: 2.3959 Epoch 0 Batch 419/1077 - Train Accuracy: 0.4277, Validation Accuracy: 0.4869, Loss: 2.4282 Epoch 0 Batch 420/1077 - Train Accuracy: 0.4289, Validation Accuracy: 0.4893, Loss: 2.4049 Epoch 0 Batch 421/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.4954, Loss: 2.3740 Epoch 0 Batch 422/1077 - Train Accuracy: 0.4494, Validation Accuracy: 0.4872, Loss: 2.3039 Epoch 0 Batch 423/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.4943, Loss: 2.4085 Epoch 0 Batch 424/1077 - Train Accuracy: 0.4156, Validation Accuracy: 0.4879, Loss: 2.4229 Epoch 0 Batch 425/1077 - Train Accuracy: 0.4632, Validation Accuracy: 0.4915, Loss: 2.3128 Epoch 0 Batch 426/1077 - Train Accuracy: 0.4477, Validation Accuracy: 0.4904, Loss: 2.3913 Epoch 0 Batch 427/1077 - Train Accuracy: 0.4330, Validation Accuracy: 0.4936, Loss: 2.3830 Epoch 0 Batch 428/1077 - Train Accuracy: 0.4781, Validation Accuracy: 0.4911, Loss: 2.2697 Epoch 0 Batch 429/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4911, Loss: 2.3820 Epoch 0 Batch 430/1077 - Train Accuracy: 0.4309, Validation Accuracy: 0.4933, Loss: 2.3644 Epoch 0 Batch 431/1077 - Train Accuracy: 0.4180, Validation Accuracy: 0.4940, Loss: 2.4359 Epoch 0 Batch 432/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.4915, Loss: 2.3268 Epoch 0 Batch 433/1077 - Train Accuracy: 0.4266, Validation Accuracy: 0.4940, Loss: 2.4214 Epoch 0 Batch 434/1077 - Train Accuracy: 0.4172, Validation Accuracy: 0.4840, Loss: 2.4075 Epoch 0 Batch 435/1077 - Train Accuracy: 0.4174, Validation Accuracy: 0.4947, Loss: 2.5209 Epoch 0 Batch 436/1077 - Train Accuracy: 0.4721, Validation Accuracy: 0.4972, Loss: 2.2752 Epoch 0 Batch 437/1077 - Train Accuracy: 0.4203, Validation Accuracy: 0.4964, Loss: 2.4274 Epoch 0 Batch 438/1077 - Train Accuracy: 0.4402, Validation Accuracy: 0.4972, Loss: 2.3320 Epoch 0 Batch 439/1077 - Train Accuracy: 0.4281, Validation Accuracy: 0.4925, Loss: 2.4267 Epoch 0 Batch 440/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.4975, Loss: 2.3559 Epoch 0 Batch 441/1077 - Train Accuracy: 0.4359, Validation Accuracy: 0.4964, Loss: 2.3674 Epoch 0 Batch 442/1077 - Train Accuracy: 0.4572, Validation Accuracy: 0.4968, Loss: 2.2665 Epoch 0 Batch 443/1077 - Train Accuracy: 0.4728, Validation Accuracy: 0.4936, Loss: 2.2619 Epoch 0 Batch 444/1077 - Train Accuracy: 0.4348, Validation Accuracy: 0.4968, Loss: 2.4192 Epoch 0 Batch 445/1077 - Train Accuracy: 0.4252, Validation Accuracy: 0.4979, Loss: 2.4793 Epoch 0 Batch 446/1077 - Train Accuracy: 0.4643, Validation Accuracy: 0.4972, Loss: 2.1921 Epoch 0 Batch 447/1077 - Train Accuracy: 0.4410, Validation Accuracy: 0.4957, Loss: 2.4058 Epoch 0 Batch 448/1077 - Train Accuracy: 0.4531, Validation Accuracy: 0.4986, Loss: 2.3490 Epoch 0 Batch 449/1077 - Train Accuracy: 0.4238, Validation Accuracy: 0.4929, Loss: 2.4462 Epoch 0 Batch 450/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4936, Loss: 2.3499 Epoch 0 Batch 451/1077 - Train Accuracy: 0.4803, Validation Accuracy: 0.4986, Loss: 2.2291 Epoch 0 Batch 452/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.4982, Loss: 2.3357 Epoch 0 Batch 453/1077 - Train Accuracy: 0.4565, Validation Accuracy: 0.4929, Loss: 2.2903 Epoch 0 Batch 454/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.4936, Loss: 2.3099 Epoch 0 Batch 455/1077 - Train Accuracy: 0.4847, Validation Accuracy: 0.4979, Loss: 2.1608 Epoch 0 Batch 456/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5007, Loss: 2.3206 Epoch 0 Batch 457/1077 - Train Accuracy: 0.4505, Validation Accuracy: 0.4975, Loss: 2.2760 Epoch 0 Batch 458/1077 - Train Accuracy: 0.4340, Validation Accuracy: 0.4961, Loss: 2.3291 Epoch 0 Batch 459/1077 - Train Accuracy: 0.4706, Validation Accuracy: 0.4950, Loss: 2.2066 Epoch 0 Batch 460/1077 - Train Accuracy: 0.4355, Validation Accuracy: 0.4993, Loss: 2.3675 Epoch 0 Batch 461/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.5018, Loss: 2.3349 Epoch 0 Batch 462/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.4950, Loss: 2.3112 Epoch 0 Batch 463/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.5004, Loss: 2.3520 Epoch 0 Batch 464/1077 - Train Accuracy: 0.4555, Validation Accuracy: 0.4925, Loss: 2.2466 Epoch 0 Batch 465/1077 - Train Accuracy: 0.4112, Validation Accuracy: 0.4982, Loss: 2.5211 Epoch 0 Batch 466/1077 - Train Accuracy: 0.4410, Validation Accuracy: 0.4986, Loss: 2.3082 Epoch 0 Batch 467/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.4975, Loss: 2.1374 Epoch 0 Batch 468/1077 - Train Accuracy: 0.4632, Validation Accuracy: 0.4989, Loss: 2.3010 Epoch 0 Batch 469/1077 - Train Accuracy: 0.4324, Validation Accuracy: 0.5004, Loss: 2.3769 Epoch 0 Batch 470/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5021, Loss: 2.4064 Epoch 0 Batch 471/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5018, Loss: 2.2915 Epoch 0 Batch 472/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4989, Loss: 2.3040 Epoch 0 Batch 473/1077 - Train Accuracy: 0.4496, Validation Accuracy: 0.5025, Loss: 2.2937 Epoch 0 Batch 474/1077 - Train Accuracy: 0.4270, Validation Accuracy: 0.4975, Loss: 2.3509 Epoch 0 Batch 475/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5007, Loss: 2.2021 Epoch 0 Batch 476/1077 - Train Accuracy: 0.4330, Validation Accuracy: 0.4968, Loss: 2.3845 Epoch 0 Batch 477/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.4975, Loss: 2.1630 Epoch 0 Batch 478/1077 - Train Accuracy: 0.4334, Validation Accuracy: 0.4989, Loss: 2.3941 Epoch 0 Batch 479/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.5032, Loss: 2.3659 Epoch 0 Batch 480/1077 - Train Accuracy: 0.4379, Validation Accuracy: 0.5032, Loss: 2.3615 Epoch 0 Batch 481/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5025, Loss: 2.2932 Epoch 0 Batch 482/1077 - Train Accuracy: 0.4482, Validation Accuracy: 0.5032, Loss: 2.3858 Epoch 0 Batch 483/1077 - Train Accuracy: 0.4313, Validation Accuracy: 0.5032, Loss: 2.3432 Epoch 0 Batch 484/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.4986, Loss: 2.2653 Epoch 0 Batch 485/1077 - Train Accuracy: 0.4555, Validation Accuracy: 0.4961, Loss: 2.3124 Epoch 0 Batch 486/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5011, Loss: 2.3879 Epoch 0 Batch 487/1077 - Train Accuracy: 0.4268, Validation Accuracy: 0.5004, Loss: 2.4031 Epoch 0 Batch 488/1077 - Train Accuracy: 0.4334, Validation Accuracy: 0.5050, Loss: 2.3627 Epoch 0 Batch 489/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.4979, Loss: 2.2136 Epoch 0 Batch 490/1077 - Train Accuracy: 0.4344, Validation Accuracy: 0.5018, Loss: 2.3471 Epoch 0 Batch 491/1077 - Train Accuracy: 0.4652, Validation Accuracy: 0.5000, Loss: 2.2499 Epoch 0 Batch 492/1077 - Train Accuracy: 0.4492, Validation Accuracy: 0.5018, Loss: 2.3018 Epoch 0 Batch 493/1077 - Train Accuracy: 0.4885, Validation Accuracy: 0.5039, Loss: 2.1727 Epoch 0 Batch 494/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5057, Loss: 2.2568 Epoch 0 Batch 495/1077 - Train Accuracy: 0.4426, Validation Accuracy: 0.5067, Loss: 2.2661 Epoch 0 Batch 496/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.5071, Loss: 2.3727 Epoch 0 Batch 497/1077 - Train Accuracy: 0.4157, Validation Accuracy: 0.5043, Loss: 2.4338 Epoch 0 Batch 498/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5067, Loss: 2.2713 Epoch 0 Batch 499/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.4986, Loss: 2.2011 Epoch 0 Batch 500/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5011, Loss: 2.2606 Epoch 0 Batch 501/1077 - Train Accuracy: 0.4332, Validation Accuracy: 0.4975, Loss: 2.3174 Epoch 0 Batch 502/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.4943, Loss: 2.2439 Epoch 0 Batch 503/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.4982, Loss: 2.2633 Epoch 0 Batch 504/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.4996, Loss: 2.3094 Epoch 0 Batch 505/1077 - Train Accuracy: 0.4818, Validation Accuracy: 0.5025, Loss: 2.1415 Epoch 0 Batch 506/1077 - Train Accuracy: 0.4355, Validation Accuracy: 0.4979, Loss: 2.2437 Epoch 0 Batch 507/1077 - Train Accuracy: 0.4512, Validation Accuracy: 0.5011, Loss: 2.2642 Epoch 0 Batch 508/1077 - Train Accuracy: 0.4676, Validation Accuracy: 0.5004, Loss: 2.1728 Epoch 0 Batch 509/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5004, Loss: 2.2223 Epoch 0 Batch 510/1077 - Train Accuracy: 0.4676, Validation Accuracy: 0.4972, Loss: 2.2246 Epoch 0 Batch 511/1077 - Train Accuracy: 0.4433, Validation Accuracy: 0.5004, Loss: 2.3529 Epoch 0 Batch 512/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5018, Loss: 2.2957 Epoch 0 Batch 513/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5004, Loss: 2.2648 Epoch 0 Batch 514/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.5046, Loss: 2.2766 Epoch 0 Batch 515/1077 - Train Accuracy: 0.4453, Validation Accuracy: 0.5004, Loss: 2.3030 Epoch 0 Batch 516/1077 - Train Accuracy: 0.4970, Validation Accuracy: 0.5046, Loss: 2.1231 Epoch 0 Batch 517/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.4961, Loss: 2.1881 Epoch 0 Batch 518/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.4950, Loss: 2.1881 Epoch 0 Batch 519/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5043, Loss: 2.2936 Epoch 0 Batch 520/1077 - Train Accuracy: 0.4725, Validation Accuracy: 0.4979, Loss: 2.1588 Epoch 0 Batch 521/1077 - Train Accuracy: 0.4647, Validation Accuracy: 0.5046, Loss: 2.2178 Epoch 0 Batch 522/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.4940, Loss: 2.2441 Epoch 0 Batch 523/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.4982, Loss: 2.2841 Epoch 0 Batch 524/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.4996, Loss: 2.2844 Epoch 0 Batch 525/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.4943, Loss: 2.2958 Epoch 0 Batch 526/1077 - Train Accuracy: 0.4277, Validation Accuracy: 0.4890, Loss: 2.3514 Epoch 0 Batch 527/1077 - Train Accuracy: 0.4239, Validation Accuracy: 0.4872, Loss: 2.3429 Epoch 0 Batch 528/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.4982, Loss: 2.2472 Epoch 0 Batch 529/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.4975, Loss: 2.1813 Epoch 0 Batch 530/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5050, Loss: 2.3064 Epoch 0 Batch 531/1077 - Train Accuracy: 0.4492, Validation Accuracy: 0.5050, Loss: 2.2275 Epoch 0 Batch 532/1077 - Train Accuracy: 0.4141, Validation Accuracy: 0.4975, Loss: 2.2969 Epoch 0 Batch 533/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5053, Loss: 2.2591 Epoch 0 Batch 534/1077 - Train Accuracy: 0.4862, Validation Accuracy: 0.5032, Loss: 2.2005 Epoch 0 Batch 535/1077 - Train Accuracy: 0.4445, Validation Accuracy: 0.5025, Loss: 2.2225 Epoch 0 Batch 536/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.4993, Loss: 2.2248 Epoch 0 Batch 537/1077 - Train Accuracy: 0.4430, Validation Accuracy: 0.4993, Loss: 2.3048 Epoch 0 Batch 538/1077 - Train Accuracy: 0.4851, Validation Accuracy: 0.5004, Loss: 2.1045 Epoch 0 Batch 539/1077 - Train Accuracy: 0.4594, Validation Accuracy: 0.5004, Loss: 2.2084 Epoch 0 Batch 540/1077 - Train Accuracy: 0.4496, Validation Accuracy: 0.5032, Loss: 2.1582 Epoch 0 Batch 541/1077 - Train Accuracy: 0.4266, Validation Accuracy: 0.5018, Loss: 2.3184 Epoch 0 Batch 542/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5039, Loss: 2.1861 Epoch 0 Batch 543/1077 - Train Accuracy: 0.4621, Validation Accuracy: 0.5057, Loss: 2.1815 Epoch 0 Batch 544/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.5053, Loss: 2.3110 Epoch 0 Batch 545/1077 - Train Accuracy: 0.4453, Validation Accuracy: 0.5025, Loss: 2.3154 Epoch 0 Batch 546/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5018, Loss: 2.3196 Epoch 0 Batch 547/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5039, Loss: 2.2040 Epoch 0 Batch 548/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5036, Loss: 2.1852 Epoch 0 Batch 549/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5075, Loss: 2.2825 Epoch 0 Batch 550/1077 - Train Accuracy: 0.4348, Validation Accuracy: 0.5078, Loss: 2.2873 Epoch 0 Batch 551/1077 - Train Accuracy: 0.4434, Validation Accuracy: 0.5078, Loss: 2.2671 Epoch 0 Batch 552/1077 - Train Accuracy: 0.4730, Validation Accuracy: 0.5057, Loss: 2.1881 Epoch 0 Batch 553/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5046, Loss: 2.1872 Epoch 0 Batch 554/1077 - Train Accuracy: 0.4508, Validation Accuracy: 0.5060, Loss: 2.2650 Epoch 0 Batch 555/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5011, Loss: 2.1596 Epoch 0 Batch 556/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5071, Loss: 2.2043 Epoch 0 Batch 557/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5046, Loss: 2.1507 Epoch 0 Batch 558/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5046, Loss: 2.1747 Epoch 0 Batch 559/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5053, Loss: 2.1750 Epoch 0 Batch 560/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5067, Loss: 2.1583 Epoch 0 Batch 561/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.5071, Loss: 2.1226 Epoch 0 Batch 562/1077 - Train Accuracy: 0.4881, Validation Accuracy: 0.5057, Loss: 2.0640 Epoch 0 Batch 563/1077 - Train Accuracy: 0.4547, Validation Accuracy: 0.5075, Loss: 2.2258 Epoch 0 Batch 564/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5053, Loss: 2.2409 Epoch 0 Batch 565/1077 - Train Accuracy: 0.4699, Validation Accuracy: 0.5050, Loss: 2.1772 Epoch 0 Batch 566/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5057, Loss: 2.1816 Epoch 0 Batch 567/1077 - Train Accuracy: 0.4512, Validation Accuracy: 0.5039, Loss: 2.1758 Epoch 0 Batch 568/1077 - Train Accuracy: 0.4863, Validation Accuracy: 0.5050, Loss: 2.0547 Epoch 0 Batch 569/1077 - Train Accuracy: 0.4676, Validation Accuracy: 0.5021, Loss: 2.1883 Epoch 0 Batch 570/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5050, Loss: 2.2628 Epoch 0 Batch 571/1077 - Train Accuracy: 0.4900, Validation Accuracy: 0.5060, Loss: 2.0632 Epoch 0 Batch 572/1077 - Train Accuracy: 0.4847, Validation Accuracy: 0.5043, Loss: 2.1162 Epoch 0 Batch 573/1077 - Train Accuracy: 0.4477, Validation Accuracy: 0.5046, Loss: 2.2142 Epoch 0 Batch 574/1077 - Train Accuracy: 0.4519, Validation Accuracy: 0.5067, Loss: 2.2439 Epoch 0 Batch 575/1077 - Train Accuracy: 0.4847, Validation Accuracy: 0.5046, Loss: 2.1043 Epoch 0 Batch 576/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5050, Loss: 2.3154 Epoch 0 Batch 577/1077 - Train Accuracy: 0.4280, Validation Accuracy: 0.5067, Loss: 2.3015 Epoch 0 Batch 578/1077 - Train Accuracy: 0.4270, Validation Accuracy: 0.5036, Loss: 2.2479 Epoch 0 Batch 579/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5036, Loss: 2.1470 Epoch 0 Batch 580/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.5007, Loss: 2.1071 Epoch 0 Batch 581/1077 - Train Accuracy: 0.4504, Validation Accuracy: 0.5014, Loss: 2.1942 Epoch 0 Batch 582/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5011, Loss: 2.1648 Epoch 0 Batch 583/1077 - Train Accuracy: 0.4256, Validation Accuracy: 0.5039, Loss: 2.2892 Epoch 0 Batch 584/1077 - Train Accuracy: 0.4516, Validation Accuracy: 0.5046, Loss: 2.1942 Epoch 0 Batch 585/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5053, Loss: 2.0227 Epoch 0 Batch 586/1077 - Train Accuracy: 0.4280, Validation Accuracy: 0.5039, Loss: 2.2922 Epoch 0 Batch 587/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5014, Loss: 2.1170 Epoch 0 Batch 588/1077 - Train Accuracy: 0.4672, Validation Accuracy: 0.5057, Loss: 2.1310 Epoch 0 Batch 589/1077 - Train Accuracy: 0.4260, Validation Accuracy: 0.5053, Loss: 2.2542 Epoch 0 Batch 590/1077 - Train Accuracy: 0.4317, Validation Accuracy: 0.5071, Loss: 2.2641 Epoch 0 Batch 591/1077 - Train Accuracy: 0.4986, Validation Accuracy: 0.5078, Loss: 2.0325 Epoch 0 Batch 592/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5064, Loss: 2.1625 Epoch 0 Batch 593/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5078, Loss: 2.0616 Epoch 0 Batch 594/1077 - Train Accuracy: 0.4555, Validation Accuracy: 0.5036, Loss: 2.1799 Epoch 0 Batch 595/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.5046, Loss: 2.2485 Epoch 0 Batch 596/1077 - Train Accuracy: 0.4551, Validation Accuracy: 0.5018, Loss: 2.2174 Epoch 0 Batch 597/1077 - Train Accuracy: 0.4402, Validation Accuracy: 0.5060, Loss: 2.2354 Epoch 0 Batch 598/1077 - Train Accuracy: 0.4743, Validation Accuracy: 0.5064, Loss: 2.1122 Epoch 0 Batch 599/1077 - Train Accuracy: 0.4418, Validation Accuracy: 0.5082, Loss: 2.1968 Epoch 0 Batch 600/1077 - Train Accuracy: 0.4940, Validation Accuracy: 0.5085, Loss: 2.0607 Epoch 0 Batch 601/1077 - Train Accuracy: 0.4725, Validation Accuracy: 0.5060, Loss: 2.0450 Epoch 0 Batch 602/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5032, Loss: 2.0977 Epoch 0 Batch 603/1077 - Train Accuracy: 0.4743, Validation Accuracy: 0.5089, Loss: 2.1043 Epoch 0 Batch 604/1077 - Train Accuracy: 0.4383, Validation Accuracy: 0.5075, Loss: 2.2173 Epoch 0 Batch 605/1077 - Train Accuracy: 0.4478, Validation Accuracy: 0.5146, Loss: 2.2336 Epoch 0 Batch 606/1077 - Train Accuracy: 0.5037, Validation Accuracy: 0.5117, Loss: 1.9970 Epoch 0 Batch 607/1077 - Train Accuracy: 0.5256, Validation Accuracy: 0.5107, Loss: 1.9448 Epoch 0 Batch 608/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5107, Loss: 2.1514 Epoch 0 Batch 609/1077 - Train Accuracy: 0.4504, Validation Accuracy: 0.5092, Loss: 2.1824 Epoch 0 Batch 610/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5089, Loss: 2.2228 Epoch 0 Batch 611/1077 - Train Accuracy: 0.4125, Validation Accuracy: 0.5078, Loss: 2.2490 Epoch 0 Batch 612/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5050, Loss: 2.0135 Epoch 0 Batch 613/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5004, Loss: 2.1425 Epoch 0 Batch 614/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.4989, Loss: 2.0378 Epoch 0 Batch 615/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5039, Loss: 2.0827 Epoch 0 Batch 616/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5050, Loss: 2.2465 Epoch 0 Batch 617/1077 - Train Accuracy: 0.4647, Validation Accuracy: 0.5064, Loss: 2.1153 Epoch 0 Batch 618/1077 - Train Accuracy: 0.4551, Validation Accuracy: 0.5039, Loss: 2.1513 Epoch 0 Batch 619/1077 - Train Accuracy: 0.4083, Validation Accuracy: 0.5036, Loss: 2.3258 Epoch 0 Batch 620/1077 - Train Accuracy: 0.4504, Validation Accuracy: 0.5067, Loss: 2.1318 Epoch 0 Batch 621/1077 - Train Accuracy: 0.4355, Validation Accuracy: 0.5064, Loss: 2.2274 Epoch 0 Batch 622/1077 - Train Accuracy: 0.4396, Validation Accuracy: 0.5085, Loss: 2.2329 Epoch 0 Batch 623/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5071, Loss: 2.1318 Epoch 0 Batch 624/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5096, Loss: 1.9904 Epoch 0 Batch 625/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5075, Loss: 2.0916 Epoch 0 Batch 626/1077 - Train Accuracy: 0.5192, Validation Accuracy: 0.5060, Loss: 1.9410 Epoch 0 Batch 627/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5103, Loss: 2.0660 Epoch 0 Batch 628/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5057, Loss: 2.1385 Epoch 0 Batch 629/1077 - Train Accuracy: 0.4544, Validation Accuracy: 0.5071, Loss: 2.1374 Epoch 0 Batch 630/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5028, Loss: 2.0974 Epoch 0 Batch 631/1077 - Train Accuracy: 0.4810, Validation Accuracy: 0.5032, Loss: 2.0701 Epoch 0 Batch 632/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5060, Loss: 2.1408 Epoch 0 Batch 633/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.4989, Loss: 2.0963 Epoch 0 Batch 634/1077 - Train Accuracy: 0.4665, Validation Accuracy: 0.5060, Loss: 2.0719 Epoch 0 Batch 635/1077 - Train Accuracy: 0.4112, Validation Accuracy: 0.4996, Loss: 2.2033 Epoch 0 Batch 636/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5011, Loss: 2.0652 Epoch 0 Batch 637/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.4986, Loss: 2.0933 Epoch 0 Batch 638/1077 - Train Accuracy: 0.4542, Validation Accuracy: 0.5039, Loss: 2.0620 Epoch 0 Batch 639/1077 - Train Accuracy: 0.4816, Validation Accuracy: 0.5067, Loss: 2.0623 Epoch 0 Batch 640/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5053, Loss: 2.0520 Epoch 0 Batch 641/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5117, Loss: 2.1266 Epoch 0 Batch 642/1077 - Train Accuracy: 0.4840, Validation Accuracy: 0.5092, Loss: 2.0559 Epoch 0 Batch 643/1077 - Train Accuracy: 0.4818, Validation Accuracy: 0.5089, Loss: 2.0454 Epoch 0 Batch 644/1077 - Train Accuracy: 0.4641, Validation Accuracy: 0.5057, Loss: 2.0492 Epoch 0 Batch 645/1077 - Train Accuracy: 0.4870, Validation Accuracy: 0.5064, Loss: 2.0481 Epoch 0 Batch 646/1077 - Train Accuracy: 0.4799, Validation Accuracy: 0.5014, Loss: 2.0762 Epoch 0 Batch 647/1077 - Train Accuracy: 0.4535, Validation Accuracy: 0.5025, Loss: 2.0871 Epoch 0 Batch 648/1077 - Train Accuracy: 0.4654, Validation Accuracy: 0.5014, Loss: 2.0641 Epoch 0 Batch 649/1077 - Train Accuracy: 0.4371, Validation Accuracy: 0.5057, Loss: 2.1581 Epoch 0 Batch 650/1077 - Train Accuracy: 0.4500, Validation Accuracy: 0.5099, Loss: 2.1150 Epoch 0 Batch 651/1077 - Train Accuracy: 0.4702, Validation Accuracy: 0.5114, Loss: 2.0432 Epoch 0 Batch 652/1077 - Train Accuracy: 0.4239, Validation Accuracy: 0.5131, Loss: 2.2385 Epoch 0 Batch 653/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5110, Loss: 2.0892 Epoch 0 Batch 654/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5078, Loss: 2.0239 Epoch 0 Batch 655/1077 - Train Accuracy: 0.4672, Validation Accuracy: 0.5067, Loss: 2.0752 Epoch 0 Batch 656/1077 - Train Accuracy: 0.4699, Validation Accuracy: 0.5050, Loss: 2.1228 Epoch 0 Batch 657/1077 - Train Accuracy: 0.4359, Validation Accuracy: 0.5028, Loss: 2.1925 Epoch 0 Batch 658/1077 - Train Accuracy: 0.4747, Validation Accuracy: 0.5007, Loss: 2.0223 Epoch 0 Batch 659/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5021, Loss: 2.0178 Epoch 0 Batch 660/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.5036, Loss: 2.1152 Epoch 0 Batch 661/1077 - Train Accuracy: 0.4963, Validation Accuracy: 0.5021, Loss: 1.9339 Epoch 0 Batch 662/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5064, Loss: 2.0100 Epoch 0 Batch 663/1077 - Train Accuracy: 0.4398, Validation Accuracy: 0.5124, Loss: 2.0945 Epoch 0 Batch 664/1077 - Train Accuracy: 0.4559, Validation Accuracy: 0.5099, Loss: 2.0364 Epoch 0 Batch 665/1077 - Train Accuracy: 0.4547, Validation Accuracy: 0.5114, Loss: 2.0946 Epoch 0 Batch 666/1077 - Train Accuracy: 0.4346, Validation Accuracy: 0.5046, Loss: 2.1757 Epoch 0 Batch 667/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5021, Loss: 2.1177 Epoch 0 Batch 668/1077 - Train Accuracy: 0.4676, Validation Accuracy: 0.4982, Loss: 2.0342 Epoch 0 Batch 669/1077 - Train Accuracy: 0.4484, Validation Accuracy: 0.4982, Loss: 2.0728 Epoch 0 Batch 670/1077 - Train Accuracy: 0.5281, Validation Accuracy: 0.5036, Loss: 1.8347 Epoch 0 Batch 671/1077 - Train Accuracy: 0.4330, Validation Accuracy: 0.5085, Loss: 2.1588 Epoch 0 Batch 672/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.5121, Loss: 1.9861 Epoch 0 Batch 673/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5146, Loss: 1.9953 Epoch 0 Batch 674/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5128, Loss: 2.0632 Epoch 0 Batch 675/1077 - Train Accuracy: 0.4747, Validation Accuracy: 0.5149, Loss: 2.0022 Epoch 0 Batch 676/1077 - Train Accuracy: 0.4461, Validation Accuracy: 0.5110, Loss: 2.1786 Epoch 0 Batch 677/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.5114, Loss: 2.1305 Epoch 0 Batch 678/1077 - Train Accuracy: 0.4900, Validation Accuracy: 0.5057, Loss: 1.9667 Epoch 0 Batch 679/1077 - Train Accuracy: 0.4461, Validation Accuracy: 0.5000, Loss: 2.1273 Epoch 0 Batch 680/1077 - Train Accuracy: 0.4587, Validation Accuracy: 0.4975, Loss: 2.0036 Epoch 0 Batch 681/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.4972, Loss: 2.0755 Epoch 0 Batch 682/1077 - Train Accuracy: 0.4297, Validation Accuracy: 0.5011, Loss: 2.0999 Epoch 0 Batch 683/1077 - Train Accuracy: 0.4391, Validation Accuracy: 0.5014, Loss: 2.0834 Epoch 0 Batch 684/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5060, Loss: 2.0383 Epoch 0 Batch 685/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5078, Loss: 2.1324 Epoch 0 Batch 686/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5096, Loss: 1.9045 Epoch 0 Batch 687/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5057, Loss: 2.1008 Epoch 0 Batch 688/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5018, Loss: 1.9544 Epoch 0 Batch 689/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.4979, Loss: 2.0345 Epoch 0 Batch 690/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5028, Loss: 2.0068 Epoch 0 Batch 691/1077 - Train Accuracy: 0.4235, Validation Accuracy: 0.5032, Loss: 2.1666 Epoch 0 Batch 692/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5057, Loss: 1.9505 Epoch 0 Batch 693/1077 - Train Accuracy: 0.4305, Validation Accuracy: 0.5114, Loss: 2.1782 Epoch 0 Batch 694/1077 - Train Accuracy: 0.4885, Validation Accuracy: 0.5089, Loss: 1.9912 Epoch 0 Batch 695/1077 - Train Accuracy: 0.4777, Validation Accuracy: 0.5138, Loss: 2.0035 Epoch 0 Batch 696/1077 - Train Accuracy: 0.4264, Validation Accuracy: 0.5078, Loss: 2.1523 Epoch 0 Batch 697/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5110, Loss: 2.0581 Epoch 0 Batch 698/1077 - Train Accuracy: 0.4781, Validation Accuracy: 0.5107, Loss: 2.0038 Epoch 0 Batch 699/1077 - Train Accuracy: 0.4124, Validation Accuracy: 0.5089, Loss: 2.1520 Epoch 0 Batch 700/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5067, Loss: 1.9862 Epoch 0 Batch 701/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5089, Loss: 2.0971 Epoch 0 Batch 702/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5096, Loss: 2.0143 Epoch 0 Batch 703/1077 - Train Accuracy: 0.4621, Validation Accuracy: 0.5156, Loss: 2.1142 Epoch 0 Batch 704/1077 - Train Accuracy: 0.4535, Validation Accuracy: 0.5124, Loss: 2.0707 Epoch 0 Batch 705/1077 - Train Accuracy: 0.4515, Validation Accuracy: 0.5128, Loss: 2.1066 Epoch 0 Batch 706/1077 - Train Accuracy: 0.4747, Validation Accuracy: 0.5096, Loss: 1.9777 Epoch 0 Batch 707/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5096, Loss: 2.0119 Epoch 0 Batch 708/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5114, Loss: 1.9857 Epoch 0 Batch 709/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5075, Loss: 2.0980 Epoch 0 Batch 710/1077 - Train Accuracy: 0.4371, Validation Accuracy: 0.5071, Loss: 2.0461 Epoch 0 Batch 711/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5085, Loss: 2.1225 Epoch 0 Batch 712/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5007, Loss: 2.0039 Epoch 0 Batch 713/1077 - Train Accuracy: 0.5053, Validation Accuracy: 0.5025, Loss: 1.8262 Epoch 0 Batch 714/1077 - Train Accuracy: 0.4557, Validation Accuracy: 0.5099, Loss: 2.0594 Epoch 0 Batch 715/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.5057, Loss: 2.0680 Epoch 0 Batch 716/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5089, Loss: 1.9550 Epoch 0 Batch 717/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.5071, Loss: 2.0461 Epoch 0 Batch 718/1077 - Train Accuracy: 0.4484, Validation Accuracy: 0.5053, Loss: 2.0854 Epoch 0 Batch 719/1077 - Train Accuracy: 0.4717, Validation Accuracy: 0.5071, Loss: 1.9103 Epoch 0 Batch 720/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5067, Loss: 2.1360 Epoch 0 Batch 721/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.5107, Loss: 2.0312 Epoch 0 Batch 722/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5110, Loss: 2.0412 Epoch 0 Batch 723/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5053, Loss: 1.9450 Epoch 0 Batch 724/1077 - Train Accuracy: 0.4334, Validation Accuracy: 0.5053, Loss: 2.1431 Epoch 0 Batch 725/1077 - Train Accuracy: 0.4710, Validation Accuracy: 0.5099, Loss: 1.9126 Epoch 0 Batch 726/1077 - Train Accuracy: 0.4711, Validation Accuracy: 0.5078, Loss: 1.9493 Epoch 0 Batch 727/1077 - Train Accuracy: 0.4945, Validation Accuracy: 0.5085, Loss: 1.8970 Epoch 0 Batch 728/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5075, Loss: 1.9663 Epoch 0 Batch 729/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5046, Loss: 2.0131 Epoch 0 Batch 730/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.5075, Loss: 1.9783 Epoch 0 Batch 731/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5096, Loss: 1.9534 Epoch 0 Batch 732/1077 - Train Accuracy: 0.4243, Validation Accuracy: 0.5071, Loss: 2.1786 Epoch 0 Batch 733/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5114, Loss: 2.0163 Epoch 0 Batch 734/1077 - Train Accuracy: 0.4433, Validation Accuracy: 0.5021, Loss: 2.0705 Epoch 0 Batch 735/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5103, Loss: 2.0413 Epoch 0 Batch 736/1077 - Train Accuracy: 0.4330, Validation Accuracy: 0.5078, Loss: 2.0505 Epoch 0 Batch 737/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5089, Loss: 2.0289 Epoch 0 Batch 738/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5089, Loss: 1.7008 Epoch 0 Batch 739/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5085, Loss: 1.9422 Epoch 0 Batch 740/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5107, Loss: 1.9703 Epoch 0 Batch 741/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5096, Loss: 1.9351 Epoch 0 Batch 742/1077 - Train Accuracy: 0.4391, Validation Accuracy: 0.5128, Loss: 2.0799 Epoch 0 Batch 743/1077 - Train Accuracy: 0.4652, Validation Accuracy: 0.5124, Loss: 1.9793 Epoch 0 Batch 744/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5110, Loss: 1.8804 Epoch 0 Batch 745/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5110, Loss: 1.9384 Epoch 0 Batch 746/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5146, Loss: 1.9221 Epoch 0 Batch 747/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.5142, Loss: 1.9698 Epoch 0 Batch 748/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5153, Loss: 1.9571 Epoch 0 Batch 749/1077 - Train Accuracy: 0.4418, Validation Accuracy: 0.5135, Loss: 2.0225 Epoch 0 Batch 750/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5117, Loss: 1.9613 Epoch 0 Batch 751/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5089, Loss: 1.9523 Epoch 0 Batch 752/1077 - Train Accuracy: 0.4989, Validation Accuracy: 0.5103, Loss: 1.7801 Epoch 0 Batch 753/1077 - Train Accuracy: 0.4793, Validation Accuracy: 0.5114, Loss: 1.9360 Epoch 0 Batch 754/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5114, Loss: 1.9343 Epoch 0 Batch 755/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5043, Loss: 1.9230 Epoch 0 Batch 756/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5117, Loss: 1.8553 Epoch 0 Batch 757/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5142, Loss: 1.9946 Epoch 0 Batch 758/1077 - Train Accuracy: 0.4818, Validation Accuracy: 0.5153, Loss: 1.8888 Epoch 0 Batch 759/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.5135, Loss: 1.8578 Epoch 0 Batch 760/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5107, Loss: 1.9933 Epoch 0 Batch 761/1077 - Train Accuracy: 0.4474, Validation Accuracy: 0.5124, Loss: 2.0396 Epoch 0 Batch 762/1077 - Train Accuracy: 0.4793, Validation Accuracy: 0.5149, Loss: 1.9237 Epoch 0 Batch 763/1077 - Train Accuracy: 0.4799, Validation Accuracy: 0.5142, Loss: 1.8934 Epoch 0 Batch 764/1077 - Train Accuracy: 0.4576, Validation Accuracy: 0.5128, Loss: 2.0264 Epoch 0 Batch 765/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5092, Loss: 1.8966 Epoch 0 Batch 766/1077 - Train Accuracy: 0.4652, Validation Accuracy: 0.5092, Loss: 2.0046 Epoch 0 Batch 767/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5149, Loss: 1.8788 Epoch 0 Batch 768/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5153, Loss: 1.9807 Epoch 0 Batch 769/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5149, Loss: 2.0489 Epoch 0 Batch 770/1077 - Train Accuracy: 0.4881, Validation Accuracy: 0.5096, Loss: 1.8798 Epoch 0 Batch 771/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5117, Loss: 2.0433 Epoch 0 Batch 772/1077 - Train Accuracy: 0.4740, Validation Accuracy: 0.5075, Loss: 1.8735 Epoch 0 Batch 773/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5067, Loss: 1.9329 Epoch 0 Batch 774/1077 - Train Accuracy: 0.4516, Validation Accuracy: 0.5096, Loss: 1.9490 Epoch 0 Batch 775/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5053, Loss: 1.9178 Epoch 0 Batch 776/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5156, Loss: 1.9955 Epoch 0 Batch 777/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5178, Loss: 1.9501 Epoch 0 Batch 778/1077 - Train Accuracy: 0.4769, Validation Accuracy: 0.5170, Loss: 1.8754 Epoch 0 Batch 779/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5167, Loss: 1.9631 Epoch 0 Batch 780/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.5107, Loss: 1.9821 Epoch 0 Batch 781/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5110, Loss: 1.8523 Epoch 0 Batch 782/1077 - Train Accuracy: 0.5007, Validation Accuracy: 0.5131, Loss: 1.8777 Epoch 0 Batch 783/1077 - Train Accuracy: 0.4833, Validation Accuracy: 0.5146, Loss: 1.8508 Epoch 0 Batch 784/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5117, Loss: 2.0025 Epoch 0 Batch 785/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.5089, Loss: 1.8796 Epoch 0 Batch 786/1077 - Train Accuracy: 0.4477, Validation Accuracy: 0.5178, Loss: 2.0191 Epoch 0 Batch 787/1077 - Train Accuracy: 0.5197, Validation Accuracy: 0.5220, Loss: 1.7602 Epoch 0 Batch 788/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5202, Loss: 1.9102 Epoch 0 Batch 789/1077 - Train Accuracy: 0.4326, Validation Accuracy: 0.5153, Loss: 1.9946 Epoch 0 Batch 790/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.5149, Loss: 2.0504 Epoch 0 Batch 791/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5124, Loss: 1.9010 Epoch 0 Batch 792/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5099, Loss: 1.9705 Epoch 0 Batch 793/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5067, Loss: 1.8970 Epoch 0 Batch 794/1077 - Train Accuracy: 0.4457, Validation Accuracy: 0.5138, Loss: 1.9243 Epoch 0 Batch 795/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5167, Loss: 1.9530 Epoch 0 Batch 796/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5167, Loss: 1.9978 Epoch 0 Batch 797/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5121, Loss: 1.9017 Epoch 0 Batch 798/1077 - Train Accuracy: 0.4516, Validation Accuracy: 0.5110, Loss: 1.9886 Epoch 0 Batch 799/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5217, Loss: 1.9608 Epoch 0 Batch 800/1077 - Train Accuracy: 0.4641, Validation Accuracy: 0.5202, Loss: 1.9621 Epoch 0 Batch 801/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5099, Loss: 1.9490 Epoch 0 Batch 802/1077 - Train Accuracy: 0.4576, Validation Accuracy: 0.4964, Loss: 1.9065 Epoch 0 Batch 803/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5028, Loss: 1.8928 Epoch 0 Batch 804/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5142, Loss: 1.9409 Epoch 0 Batch 805/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.5146, Loss: 1.9153 Epoch 0 Batch 806/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.5142, Loss: 1.9409 Epoch 0 Batch 807/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5064, Loss: 1.9527 Epoch 0 Batch 808/1077 - Train Accuracy: 0.4840, Validation Accuracy: 0.5210, Loss: 1.9417 Epoch 0 Batch 809/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5263, Loss: 1.9827 Epoch 0 Batch 810/1077 - Train Accuracy: 0.5052, Validation Accuracy: 0.5252, Loss: 1.8081 Epoch 0 Batch 811/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.5121, Loss: 1.8158 Epoch 0 Batch 812/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5146, Loss: 1.9637 Epoch 0 Batch 813/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5146, Loss: 1.8493 Epoch 0 Batch 814/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5199, Loss: 1.9420 Epoch 0 Batch 815/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5114, Loss: 1.8433 Epoch 0 Batch 816/1077 - Train Accuracy: 0.4622, Validation Accuracy: 0.5018, Loss: 1.9110 Epoch 0 Batch 817/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5149, Loss: 1.9653 Epoch 0 Batch 818/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5210, Loss: 1.9135 Epoch 0 Batch 819/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5252, Loss: 1.8932 Epoch 0 Batch 820/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5078, Loss: 1.9326 Epoch 0 Batch 821/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5064, Loss: 1.8278 Epoch 0 Batch 822/1077 - Train Accuracy: 0.4957, Validation Accuracy: 0.5238, Loss: 1.8509 Epoch 0 Batch 823/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5181, Loss: 1.9194 Epoch 0 Batch 824/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5181, Loss: 1.7844 Epoch 0 Batch 825/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.5060, Loss: 1.9238 Epoch 0 Batch 826/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5021, Loss: 1.7857 Epoch 0 Batch 827/1077 - Train Accuracy: 0.4100, Validation Accuracy: 0.5163, Loss: 2.0990 Epoch 0 Batch 828/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5231, Loss: 1.9582 Epoch 0 Batch 829/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5224, Loss: 1.9019 Epoch 0 Batch 830/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.5046, Loss: 1.8369 Epoch 0 Batch 831/1077 - Train Accuracy: 0.4379, Validation Accuracy: 0.5153, Loss: 1.9609 Epoch 0 Batch 832/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5256, Loss: 1.8563 Epoch 0 Batch 833/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5252, Loss: 1.8535 Epoch 0 Batch 834/1077 - Train Accuracy: 0.5107, Validation Accuracy: 0.5149, Loss: 1.7556 Epoch 0 Batch 835/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.5107, Loss: 1.8956 Epoch 0 Batch 836/1077 - Train Accuracy: 0.4223, Validation Accuracy: 0.5071, Loss: 1.9742 Epoch 0 Batch 837/1077 - Train Accuracy: 0.4531, Validation Accuracy: 0.5064, Loss: 1.9286 Epoch 0 Batch 838/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5110, Loss: 1.8615 Epoch 0 Batch 839/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5146, Loss: 1.8434 Epoch 0 Batch 840/1077 - Train Accuracy: 0.4555, Validation Accuracy: 0.5213, Loss: 1.8592 Epoch 0 Batch 841/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5234, Loss: 1.8413 Epoch 0 Batch 842/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5131, Loss: 1.8534 Epoch 0 Batch 843/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5124, Loss: 1.7801 Epoch 0 Batch 844/1077 - Train Accuracy: 0.4792, Validation Accuracy: 0.5117, Loss: 1.8257 Epoch 0 Batch 845/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5128, Loss: 1.8387 Epoch 0 Batch 846/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5103, Loss: 1.7778 Epoch 0 Batch 847/1077 - Train Accuracy: 0.4934, Validation Accuracy: 0.5117, Loss: 1.7524 Epoch 0 Batch 848/1077 - Train Accuracy: 0.4445, Validation Accuracy: 0.5124, Loss: 1.8840 Epoch 0 Batch 849/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.5206, Loss: 1.8335 Epoch 0 Batch 850/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5217, Loss: 1.8694 Epoch 0 Batch 851/1077 - Train Accuracy: 0.5063, Validation Accuracy: 0.5227, Loss: 1.7247 Epoch 0 Batch 852/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5110, Loss: 1.8270 Epoch 0 Batch 853/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5036, Loss: 1.7473 Epoch 0 Batch 854/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5071, Loss: 1.8001 Epoch 0 Batch 855/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5167, Loss: 1.8139 Epoch 0 Batch 856/1077 - Train Accuracy: 0.4793, Validation Accuracy: 0.5163, Loss: 1.8280 Epoch 0 Batch 857/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.5099, Loss: 1.7955 Epoch 0 Batch 858/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5046, Loss: 1.7589 Epoch 0 Batch 859/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5050, Loss: 1.8311 Epoch 0 Batch 860/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5103, Loss: 1.7573 Epoch 0 Batch 861/1077 - Train Accuracy: 0.4793, Validation Accuracy: 0.5199, Loss: 1.8066 Epoch 0 Batch 862/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5057, Loss: 1.8316 Epoch 0 Batch 863/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5025, Loss: 1.7972 Epoch 0 Batch 864/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5089, Loss: 1.8141 Epoch 0 Batch 865/1077 - Train Accuracy: 0.5146, Validation Accuracy: 0.5163, Loss: 1.6488 Epoch 0 Batch 866/1077 - Train Accuracy: 0.5033, Validation Accuracy: 0.5128, Loss: 1.7140 Epoch 0 Batch 867/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5107, Loss: 1.8544 Epoch 0 Batch 868/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5131, Loss: 1.8001 Epoch 0 Batch 869/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5110, Loss: 1.8689 Epoch 0 Batch 870/1077 - Train Accuracy: 0.4424, Validation Accuracy: 0.5121, Loss: 1.9583 Epoch 0 Batch 871/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5160, Loss: 1.8395 Epoch 0 Batch 872/1077 - Train Accuracy: 0.4828, Validation Accuracy: 0.5178, Loss: 1.7459 Epoch 0 Batch 873/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5128, Loss: 1.8279 Epoch 0 Batch 874/1077 - Train Accuracy: 0.4500, Validation Accuracy: 0.5114, Loss: 1.8377 Epoch 0 Batch 875/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5107, Loss: 1.8031 Epoch 0 Batch 876/1077 - Train Accuracy: 0.4508, Validation Accuracy: 0.5195, Loss: 1.8806 Epoch 0 Batch 877/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5252, Loss: 1.8337 Epoch 0 Batch 878/1077 - Train Accuracy: 0.5008, Validation Accuracy: 0.5110, Loss: 1.7496 Epoch 0 Batch 879/1077 - Train Accuracy: 0.4719, Validation Accuracy: 0.5021, Loss: 1.7299 Epoch 0 Batch 880/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.4996, Loss: 1.7276 Epoch 0 Batch 881/1077 - Train Accuracy: 0.4371, Validation Accuracy: 0.5089, Loss: 1.8439 Epoch 0 Batch 882/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5099, Loss: 1.7973 Epoch 0 Batch 883/1077 - Train Accuracy: 0.4145, Validation Accuracy: 0.5163, Loss: 1.9881 Epoch 0 Batch 884/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5149, Loss: 1.7845 Epoch 0 Batch 885/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5156, Loss: 1.6139 Epoch 0 Batch 886/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5156, Loss: 1.8327 Epoch 0 Batch 887/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5174, Loss: 1.8447 Epoch 0 Batch 888/1077 - Train Accuracy: 0.4877, Validation Accuracy: 0.5131, Loss: 1.7739 Epoch 0 Batch 889/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5107, Loss: 1.7601 Epoch 0 Batch 890/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5181, Loss: 1.6179 Epoch 0 Batch 891/1077 - Train Accuracy: 0.4589, Validation Accuracy: 0.5117, Loss: 1.8338 Epoch 0 Batch 892/1077 - Train Accuracy: 0.4648, Validation Accuracy: 0.5110, Loss: 1.7730 Epoch 0 Batch 893/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5089, Loss: 1.7298 Epoch 0 Batch 894/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5075, Loss: 1.6586 Epoch 0 Batch 895/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5124, Loss: 1.7653 Epoch 0 Batch 896/1077 - Train Accuracy: 0.4482, Validation Accuracy: 0.5174, Loss: 1.8897 Epoch 0 Batch 897/1077 - Train Accuracy: 0.5231, Validation Accuracy: 0.5149, Loss: 1.5942 Epoch 0 Batch 898/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5181, Loss: 1.6652 Epoch 0 Batch 899/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5131, Loss: 1.7108 Epoch 0 Batch 900/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5107, Loss: 1.8457 Epoch 0 Batch 901/1077 - Train Accuracy: 0.4933, Validation Accuracy: 0.5053, Loss: 1.7051 Epoch 0 Batch 902/1077 - Train Accuracy: 0.4981, Validation Accuracy: 0.5078, Loss: 1.6762 Epoch 0 Batch 903/1077 - Train Accuracy: 0.4895, Validation Accuracy: 0.5153, Loss: 1.7094 Epoch 0 Batch 904/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5217, Loss: 1.8454 Epoch 0 Batch 905/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5234, Loss: 1.7466 Epoch 0 Batch 906/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5128, Loss: 1.7556 Epoch 0 Batch 907/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5025, Loss: 1.7337 Epoch 0 Batch 908/1077 - Train Accuracy: 0.4352, Validation Accuracy: 0.4989, Loss: 1.7780 Epoch 0 Batch 909/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5085, Loss: 1.7307 Epoch 0 Batch 910/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5153, Loss: 1.6862 Epoch 0 Batch 911/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5178, Loss: 1.6058 Epoch 0 Batch 912/1077 - Train Accuracy: 0.4629, Validation Accuracy: 0.5202, Loss: 1.7933 Epoch 0 Batch 913/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5167, Loss: 1.7469 Epoch 0 Batch 914/1077 - Train Accuracy: 0.5788, Validation Accuracy: 0.5121, Loss: 1.4563 Epoch 0 Batch 915/1077 - Train Accuracy: 0.4112, Validation Accuracy: 0.5142, Loss: 1.9122 Epoch 0 Batch 916/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5103, Loss: 1.7578 Epoch 0 Batch 917/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5025, Loss: 1.8131 Epoch 0 Batch 918/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5028, Loss: 1.6440 Epoch 0 Batch 919/1077 - Train Accuracy: 0.4757, Validation Accuracy: 0.5082, Loss: 1.7529 Epoch 0 Batch 920/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5146, Loss: 1.7462 Epoch 0 Batch 921/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5160, Loss: 1.7502 Epoch 0 Batch 922/1077 - Train Accuracy: 0.4658, Validation Accuracy: 0.5114, Loss: 1.7127 Epoch 0 Batch 923/1077 - Train Accuracy: 0.4083, Validation Accuracy: 0.5064, Loss: 1.8461 Epoch 0 Batch 924/1077 - Train Accuracy: 0.4482, Validation Accuracy: 0.5156, Loss: 1.8404 Epoch 0 Batch 925/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5142, Loss: 1.6949 Epoch 0 Batch 926/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5085, Loss: 1.7853 Epoch 0 Batch 927/1077 - Train Accuracy: 0.4355, Validation Accuracy: 0.5089, Loss: 1.7802 Epoch 0 Batch 928/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5103, Loss: 1.6713 Epoch 0 Batch 929/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5149, Loss: 1.7758 Epoch 0 Batch 930/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5149, Loss: 1.6899 Epoch 0 Batch 931/1077 - Train Accuracy: 0.4949, Validation Accuracy: 0.5092, Loss: 1.6854 Epoch 0 Batch 932/1077 - Train Accuracy: 0.4371, Validation Accuracy: 0.5085, Loss: 1.7489 Epoch 0 Batch 933/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5195, Loss: 1.7396 Epoch 0 Batch 934/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.5174, Loss: 1.8083 Epoch 0 Batch 935/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5185, Loss: 1.7625 Epoch 0 Batch 936/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5146, Loss: 1.6778 Epoch 0 Batch 937/1077 - Train Accuracy: 0.4535, Validation Accuracy: 0.5121, Loss: 1.7923 Epoch 0 Batch 938/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5067, Loss: 1.7589 Epoch 0 Batch 939/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5060, Loss: 1.7186 Epoch 0 Batch 940/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5121, Loss: 1.7619 Epoch 0 Batch 941/1077 - Train Accuracy: 0.4874, Validation Accuracy: 0.5146, Loss: 1.5949 Epoch 0 Batch 942/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5117, Loss: 1.7622 Epoch 0 Batch 943/1077 - Train Accuracy: 0.4719, Validation Accuracy: 0.5092, Loss: 1.7309 Epoch 0 Batch 944/1077 - Train Accuracy: 0.4777, Validation Accuracy: 0.5128, Loss: 1.6575 Epoch 0 Batch 945/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5153, Loss: 1.7232 Epoch 0 Batch 946/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5163, Loss: 1.7950 Epoch 0 Batch 947/1077 - Train Accuracy: 0.4322, Validation Accuracy: 0.5064, Loss: 1.7776 Epoch 0 Batch 948/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5039, Loss: 1.6990 Epoch 0 Batch 949/1077 - Train Accuracy: 0.5093, Validation Accuracy: 0.5099, Loss: 1.5765 Epoch 0 Batch 950/1077 - Train Accuracy: 0.4673, Validation Accuracy: 0.5156, Loss: 1.6954 Epoch 0 Batch 951/1077 - Train Accuracy: 0.4993, Validation Accuracy: 0.5142, Loss: 1.6309 Epoch 0 Batch 952/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5004, Loss: 1.6310 Epoch 0 Batch 953/1077 - Train Accuracy: 0.4309, Validation Accuracy: 0.5014, Loss: 1.7832 Epoch 0 Batch 954/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5107, Loss: 1.7607 Epoch 0 Batch 955/1077 - Train Accuracy: 0.4492, Validation Accuracy: 0.5142, Loss: 1.7088 Epoch 0 Batch 956/1077 - Train Accuracy: 0.4938, Validation Accuracy: 0.5153, Loss: 1.6206 Epoch 0 Batch 957/1077 - Train Accuracy: 0.4706, Validation Accuracy: 0.5032, Loss: 1.6770 Epoch 0 Batch 958/1077 - Train Accuracy: 0.4512, Validation Accuracy: 0.5025, Loss: 1.6946 Epoch 0 Batch 959/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5071, Loss: 1.6362 Epoch 0 Batch 960/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5135, Loss: 1.5979 Epoch 0 Batch 961/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5110, Loss: 1.7772 Epoch 0 Batch 962/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5075, Loss: 1.5794 Epoch 0 Batch 963/1077 - Train Accuracy: 0.4045, Validation Accuracy: 0.5050, Loss: 1.9125 Epoch 0 Batch 964/1077 - Train Accuracy: 0.4792, Validation Accuracy: 0.5128, Loss: 1.6569 Epoch 0 Batch 965/1077 - Train Accuracy: 0.4165, Validation Accuracy: 0.5160, Loss: 1.8220 Epoch 0 Batch 966/1077 - Train Accuracy: 0.5346, Validation Accuracy: 0.5160, Loss: 1.4910 Epoch 0 Batch 967/1077 - Train Accuracy: 0.5035, Validation Accuracy: 0.5206, Loss: 1.5803 Epoch 0 Batch 968/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5178, Loss: 1.6967 Epoch 0 Batch 969/1077 - Train Accuracy: 0.4933, Validation Accuracy: 0.5195, Loss: 1.5952 Epoch 0 Batch 970/1077 - Train Accuracy: 0.4648, Validation Accuracy: 0.5128, Loss: 1.7038 Epoch 0 Batch 971/1077 - Train Accuracy: 0.4881, Validation Accuracy: 0.5110, Loss: 1.6006 Epoch 0 Batch 972/1077 - Train Accuracy: 0.4492, Validation Accuracy: 0.5103, Loss: 1.6619 Epoch 0 Batch 973/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5167, Loss: 1.6237 Epoch 0 Batch 974/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.5170, Loss: 1.6678 Epoch 0 Batch 975/1077 - Train Accuracy: 0.5123, Validation Accuracy: 0.5128, Loss: 1.5479 Epoch 0 Batch 976/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.5135, Loss: 1.7197 Epoch 0 Batch 977/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5174, Loss: 1.5790 Epoch 0 Batch 978/1077 - Train Accuracy: 0.4957, Validation Accuracy: 0.5114, Loss: 1.6275 Epoch 0 Batch 979/1077 - Train Accuracy: 0.4252, Validation Accuracy: 0.5128, Loss: 1.8011 Epoch 0 Batch 980/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5103, Loss: 1.6134 Epoch 0 Batch 981/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5053, Loss: 1.5912 Epoch 0 Batch 982/1077 - Train Accuracy: 0.4888, Validation Accuracy: 0.5028, Loss: 1.6114 Epoch 0 Batch 983/1077 - Train Accuracy: 0.4618, Validation Accuracy: 0.5000, Loss: 1.7615 Epoch 0 Batch 984/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5043, Loss: 1.6665 Epoch 0 Batch 985/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5099, Loss: 1.6267 Epoch 0 Batch 986/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5039, Loss: 1.6708 Epoch 0 Batch 987/1077 - Train Accuracy: 0.4929, Validation Accuracy: 0.5011, Loss: 1.5600 Epoch 0 Batch 988/1077 - Train Accuracy: 0.4289, Validation Accuracy: 0.5000, Loss: 1.6861 Epoch 0 Batch 989/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.4975, Loss: 1.6689 Epoch 0 Batch 990/1077 - Train Accuracy: 0.4511, Validation Accuracy: 0.5039, Loss: 1.6876 Epoch 0 Batch 991/1077 - Train Accuracy: 0.4711, Validation Accuracy: 0.5099, Loss: 1.6185 Epoch 0 Batch 992/1077 - Train Accuracy: 0.4672, Validation Accuracy: 0.5082, Loss: 1.6162 Epoch 0 Batch 993/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5053, Loss: 1.6088 Epoch 0 Batch 994/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5050, Loss: 1.6399 Epoch 0 Batch 995/1077 - Train Accuracy: 0.4933, Validation Accuracy: 0.5007, Loss: 1.5689 Epoch 0 Batch 996/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.4986, Loss: 1.6554 Epoch 0 Batch 997/1077 - Train Accuracy: 0.4252, Validation Accuracy: 0.4989, Loss: 1.7332 Epoch 0 Batch 998/1077 - Train Accuracy: 0.4430, Validation Accuracy: 0.5014, Loss: 1.6294 Epoch 0 Batch 999/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5071, Loss: 1.6406 Epoch 0 Batch 1000/1077 - Train Accuracy: 0.5153, Validation Accuracy: 0.5025, Loss: 1.5458 Epoch 0 Batch 1001/1077 - Train Accuracy: 0.4893, Validation Accuracy: 0.5032, Loss: 1.5476 Epoch 0 Batch 1002/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.4996, Loss: 1.6241 Epoch 0 Batch 1003/1077 - Train Accuracy: 0.4646, Validation Accuracy: 0.4989, Loss: 1.6375 Epoch 0 Batch 1004/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.4968, Loss: 1.6020 Epoch 0 Batch 1005/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.4975, Loss: 1.6534 Epoch 0 Batch 1006/1077 - Train Accuracy: 0.4703, Validation Accuracy: 0.5025, Loss: 1.5934 Epoch 0 Batch 1007/1077 - Train Accuracy: 0.5153, Validation Accuracy: 0.5057, Loss: 1.5275 Epoch 0 Batch 1008/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5071, Loss: 1.6182 Epoch 0 Batch 1009/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5067, Loss: 1.5776 Epoch 0 Batch 1010/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5060, Loss: 1.6704 Epoch 0 Batch 1011/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5036, Loss: 1.6497 Epoch 0 Batch 1012/1077 - Train Accuracy: 0.4829, Validation Accuracy: 0.5096, Loss: 1.5971 Epoch 0 Batch 1013/1077 - Train Accuracy: 0.5026, Validation Accuracy: 0.5067, Loss: 1.5212 Epoch 0 Batch 1014/1077 - Train Accuracy: 0.4469, Validation Accuracy: 0.5025, Loss: 1.6846 Epoch 0 Batch 1015/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.5004, Loss: 1.6487 Epoch 0 Batch 1016/1077 - Train Accuracy: 0.4494, Validation Accuracy: 0.4989, Loss: 1.6396 Epoch 0 Batch 1017/1077 - Train Accuracy: 0.4650, Validation Accuracy: 0.5117, Loss: 1.6739 Epoch 0 Batch 1018/1077 - Train Accuracy: 0.4985, Validation Accuracy: 0.5135, Loss: 1.4980 Epoch 0 Batch 1019/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5028, Loss: 1.6816 Epoch 0 Batch 1020/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5039, Loss: 1.5791 Epoch 0 Batch 1021/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.5060, Loss: 1.5341 Epoch 0 Batch 1022/1077 - Train Accuracy: 0.5112, Validation Accuracy: 0.5064, Loss: 1.5141 Epoch 0 Batch 1023/1077 - Train Accuracy: 0.5110, Validation Accuracy: 0.5121, Loss: 1.4898 Epoch 0 Batch 1024/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5089, Loss: 1.6518 Epoch 0 Batch 1025/1077 - Train Accuracy: 0.4981, Validation Accuracy: 0.5043, Loss: 1.5459 Epoch 0 Batch 1026/1077 - Train Accuracy: 0.5149, Validation Accuracy: 0.5082, Loss: 1.5001 Epoch 0 Batch 1027/1077 - Train Accuracy: 0.4340, Validation Accuracy: 0.5032, Loss: 1.6613 Epoch 0 Batch 1028/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5060, Loss: 1.5619 Epoch 0 Batch 1029/1077 - Train Accuracy: 0.4469, Validation Accuracy: 0.5046, Loss: 1.6212 Epoch 0 Batch 1030/1077 - Train Accuracy: 0.4484, Validation Accuracy: 0.5011, Loss: 1.6440 Epoch 0 Batch 1031/1077 - Train Accuracy: 0.4260, Validation Accuracy: 0.4954, Loss: 1.6733 Epoch 0 Batch 1032/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.4964, Loss: 1.5366 Epoch 0 Batch 1033/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5107, Loss: 1.4879 Epoch 0 Batch 1034/1077 - Train Accuracy: 0.4496, Validation Accuracy: 0.5217, Loss: 1.6620 Epoch 0 Batch 1035/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5210, Loss: 1.5352 Epoch 0 Batch 1036/1077 - Train Accuracy: 0.4714, Validation Accuracy: 0.4950, Loss: 1.5430 Epoch 0 Batch 1037/1077 - Train Accuracy: 0.4270, Validation Accuracy: 0.4933, Loss: 1.6548 Epoch 0 Batch 1038/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5064, Loss: 1.5881 Epoch 0 Batch 1039/1077 - Train Accuracy: 0.5394, Validation Accuracy: 0.5263, Loss: 1.4948 Epoch 0 Batch 1040/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5192, Loss: 1.6404 Epoch 0 Batch 1041/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5053, Loss: 1.6436 Epoch 0 Batch 1042/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5025, Loss: 1.5598 Epoch 0 Batch 1043/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5039, Loss: 1.5950 Epoch 0 Batch 1044/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5036, Loss: 1.5386 Epoch 0 Batch 1045/1077 - Train Accuracy: 0.4297, Validation Accuracy: 0.5103, Loss: 1.6198 Epoch 0 Batch 1046/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5032, Loss: 1.5187 Epoch 0 Batch 1047/1077 - Train Accuracy: 0.4418, Validation Accuracy: 0.4947, Loss: 1.5806 Epoch 0 Batch 1048/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.4918, Loss: 1.5688 Epoch 0 Batch 1049/1077 - Train Accuracy: 0.4410, Validation Accuracy: 0.4954, Loss: 1.5766 Epoch 0 Batch 1050/1077 - Train Accuracy: 0.4238, Validation Accuracy: 0.5014, Loss: 1.6353 Epoch 0 Batch 1051/1077 - Train Accuracy: 0.5026, Validation Accuracy: 0.5064, Loss: 1.5156 Epoch 0 Batch 1052/1077 - Train Accuracy: 0.4900, Validation Accuracy: 0.4950, Loss: 1.4314 Epoch 0 Batch 1053/1077 - Train Accuracy: 0.4911, Validation Accuracy: 0.4943, Loss: 1.4649 Epoch 0 Batch 1054/1077 - Train Accuracy: 0.4316, Validation Accuracy: 0.4947, Loss: 1.6333 Epoch 0 Batch 1055/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.4869, Loss: 1.5372 Epoch 0 Batch 1056/1077 - Train Accuracy: 0.4629, Validation Accuracy: 0.4915, Loss: 1.5641 Epoch 0 Batch 1057/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4918, Loss: 1.6313 Epoch 0 Batch 1058/1077 - Train Accuracy: 0.4223, Validation Accuracy: 0.4972, Loss: 1.6708 Epoch 0 Batch 1059/1077 - Train Accuracy: 0.4169, Validation Accuracy: 0.5028, Loss: 1.6918 Epoch 0 Batch 1060/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.4982, Loss: 1.5368 Epoch 0 Batch 1061/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.4929, Loss: 1.5446 Epoch 0 Batch 1062/1077 - Train Accuracy: 0.4391, Validation Accuracy: 0.4918, Loss: 1.5490 Epoch 0 Batch 1063/1077 - Train Accuracy: 0.4719, Validation Accuracy: 0.4954, Loss: 1.4983 Epoch 0 Batch 1064/1077 - Train Accuracy: 0.4574, Validation Accuracy: 0.4986, Loss: 1.5434 Epoch 0 Batch 1065/1077 - Train Accuracy: 0.4508, Validation Accuracy: 0.5011, Loss: 1.5073 Epoch 0 Batch 1066/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5110, Loss: 1.5481 Epoch 0 Batch 1067/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5117, Loss: 1.5158 Epoch 0 Batch 1068/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5064, Loss: 1.4938 Epoch 0 Batch 1069/1077 - Train Accuracy: 0.4795, Validation Accuracy: 0.5011, Loss: 1.4612 Epoch 0 Batch 1070/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5007, Loss: 1.5620 Epoch 0 Batch 1071/1077 - Train Accuracy: 0.4344, Validation Accuracy: 0.4957, Loss: 1.5466 Epoch 0 Batch 1072/1077 - Train Accuracy: 0.4736, Validation Accuracy: 0.4964, Loss: 1.4779 Epoch 0 Batch 1073/1077 - Train Accuracy: 0.4574, Validation Accuracy: 0.4957, Loss: 1.5100 Epoch 0 Batch 1074/1077 - Train Accuracy: 0.4728, Validation Accuracy: 0.4929, Loss: 1.5195 Epoch 0 Batch 1075/1077 - Train Accuracy: 0.4260, Validation Accuracy: 0.4897, Loss: 1.5816 Epoch 1 Batch 1/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5000, Loss: 1.5331 Epoch 1 Batch 2/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.4982, Loss: 1.5599 Epoch 1 Batch 3/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.4979, Loss: 1.5000 Epoch 1 Batch 4/1077 - Train Accuracy: 0.4574, Validation Accuracy: 0.4989, Loss: 1.5241 Epoch 1 Batch 5/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5039, Loss: 1.5196 Epoch 1 Batch 6/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5011, Loss: 1.5169 Epoch 1 Batch 7/1077 - Train Accuracy: 0.4246, Validation Accuracy: 0.4993, Loss: 1.5209 Epoch 1 Batch 8/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.4993, Loss: 1.4938 Epoch 1 Batch 9/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.4996, Loss: 1.4765 Epoch 1 Batch 10/1077 - Train Accuracy: 0.4285, Validation Accuracy: 0.5004, Loss: 1.5982 Epoch 1 Batch 11/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5011, Loss: 1.4812 Epoch 1 Batch 12/1077 - Train Accuracy: 0.4598, Validation Accuracy: 0.5025, Loss: 1.5298 Epoch 1 Batch 13/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.4996, Loss: 1.4786 Epoch 1 Batch 14/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.4957, Loss: 1.4221 Epoch 1 Batch 15/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4968, Loss: 1.4944 Epoch 1 Batch 16/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5007, Loss: 1.4830 Epoch 1 Batch 17/1077 - Train Accuracy: 0.4828, Validation Accuracy: 0.5004, Loss: 1.4576 Epoch 1 Batch 18/1077 - Train Accuracy: 0.4629, Validation Accuracy: 0.5039, Loss: 1.5019 Epoch 1 Batch 19/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5014, Loss: 1.4476 Epoch 1 Batch 20/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.4968, Loss: 1.4262 Epoch 1 Batch 21/1077 - Train Accuracy: 0.4223, Validation Accuracy: 0.4950, Loss: 1.5346 Epoch 1 Batch 22/1077 - Train Accuracy: 0.4504, Validation Accuracy: 0.4975, Loss: 1.5039 Epoch 1 Batch 23/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.4982, Loss: 1.5026 Epoch 1 Batch 24/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.4972, Loss: 1.4488 Epoch 1 Batch 25/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.4950, Loss: 1.4718 Epoch 1 Batch 26/1077 - Train Accuracy: 0.4426, Validation Accuracy: 0.5004, Loss: 1.5234 Epoch 1 Batch 27/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.4989, Loss: 1.3382 Epoch 1 Batch 28/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.4979, Loss: 1.4236 Epoch 1 Batch 29/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.4982, Loss: 1.4656 Epoch 1 Batch 30/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5007, Loss: 1.4404 Epoch 1 Batch 31/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5046, Loss: 1.5074 Epoch 1 Batch 32/1077 - Train Accuracy: 0.5123, Validation Accuracy: 0.5046, Loss: 1.3605 Epoch 1 Batch 33/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5050, Loss: 1.3934 Epoch 1 Batch 34/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5099, Loss: 1.4635 Epoch 1 Batch 35/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5089, Loss: 1.4508 Epoch 1 Batch 36/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5114, Loss: 1.4084 Epoch 1 Batch 37/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5025, Loss: 1.4619 Epoch 1 Batch 38/1077 - Train Accuracy: 0.4350, Validation Accuracy: 0.5007, Loss: 1.5877 Epoch 1 Batch 39/1077 - Train Accuracy: 0.4434, Validation Accuracy: 0.5011, Loss: 1.4936 Epoch 1 Batch 40/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5110, Loss: 1.4587 Epoch 1 Batch 41/1077 - Train Accuracy: 0.4833, Validation Accuracy: 0.5117, Loss: 1.4316 Epoch 1 Batch 42/1077 - Train Accuracy: 0.4574, Validation Accuracy: 0.4986, Loss: 1.4576 Epoch 1 Batch 43/1077 - Train Accuracy: 0.4363, Validation Accuracy: 0.4964, Loss: 1.4558 Epoch 1 Batch 44/1077 - Train Accuracy: 0.4079, Validation Accuracy: 0.4996, Loss: 1.5266 Epoch 1 Batch 45/1077 - Train Accuracy: 0.4551, Validation Accuracy: 0.5014, Loss: 1.4791 Epoch 1 Batch 46/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.4989, Loss: 1.5184 Epoch 1 Batch 47/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.4982, Loss: 1.4019 Epoch 1 Batch 48/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5014, Loss: 1.4634 Epoch 1 Batch 49/1077 - Train Accuracy: 0.4632, Validation Accuracy: 0.5021, Loss: 1.4380 Epoch 1 Batch 50/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5053, Loss: 1.4945 Epoch 1 Batch 51/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5103, Loss: 1.3870 Epoch 1 Batch 52/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5185, Loss: 1.4765 Epoch 1 Batch 53/1077 - Train Accuracy: 0.4889, Validation Accuracy: 0.5153, Loss: 1.4200 Epoch 1 Batch 54/1077 - Train Accuracy: 0.4359, Validation Accuracy: 0.5146, Loss: 1.5724 Epoch 1 Batch 55/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5117, Loss: 1.3832 Epoch 1 Batch 56/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5170, Loss: 1.4464 Epoch 1 Batch 57/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5202, Loss: 1.2917 Epoch 1 Batch 58/1077 - Train Accuracy: 0.4699, Validation Accuracy: 0.5167, Loss: 1.4417 Epoch 1 Batch 59/1077 - Train Accuracy: 0.4322, Validation Accuracy: 0.5085, Loss: 1.5178 Epoch 1 Batch 60/1077 - Train Accuracy: 0.4833, Validation Accuracy: 0.5028, Loss: 1.4051 Epoch 1 Batch 61/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5071, Loss: 1.4167 Epoch 1 Batch 62/1077 - Train Accuracy: 0.4634, Validation Accuracy: 0.5224, Loss: 1.4883 Epoch 1 Batch 63/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5231, Loss: 1.3774 Epoch 1 Batch 64/1077 - Train Accuracy: 0.4508, Validation Accuracy: 0.5078, Loss: 1.4302 Epoch 1 Batch 65/1077 - Train Accuracy: 0.4470, Validation Accuracy: 0.5099, Loss: 1.5057 Epoch 1 Batch 66/1077 - Train Accuracy: 0.4550, Validation Accuracy: 0.5153, Loss: 1.4196 Epoch 1 Batch 67/1077 - Train Accuracy: 0.5149, Validation Accuracy: 0.5153, Loss: 1.3746 Epoch 1 Batch 68/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5146, Loss: 1.4563 Epoch 1 Batch 69/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5167, Loss: 1.4463 Epoch 1 Batch 70/1077 - Train Accuracy: 0.4457, Validation Accuracy: 0.5160, Loss: 1.4971 Epoch 1 Batch 71/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5156, Loss: 1.4171 Epoch 1 Batch 72/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5142, Loss: 1.4197 Epoch 1 Batch 73/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5078, Loss: 1.4269 Epoch 1 Batch 74/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5078, Loss: 1.3224 Epoch 1 Batch 75/1077 - Train Accuracy: 0.4832, Validation Accuracy: 0.5117, Loss: 1.3642 Epoch 1 Batch 76/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5188, Loss: 1.3823 Epoch 1 Batch 77/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5110, Loss: 1.4533 Epoch 1 Batch 78/1077 - Train Accuracy: 0.4359, Validation Accuracy: 0.5149, Loss: 1.4922 Epoch 1 Batch 79/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5138, Loss: 1.4340 Epoch 1 Batch 80/1077 - Train Accuracy: 0.4832, Validation Accuracy: 0.5110, Loss: 1.4179 Epoch 1 Batch 81/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5153, Loss: 1.4216 Epoch 1 Batch 82/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5195, Loss: 1.2632 Epoch 1 Batch 83/1077 - Train Accuracy: 0.4564, Validation Accuracy: 0.5185, Loss: 1.5021 Epoch 1 Batch 84/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5167, Loss: 1.4131 Epoch 1 Batch 85/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5170, Loss: 1.3289 Epoch 1 Batch 86/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5192, Loss: 1.4335 Epoch 1 Batch 87/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5160, Loss: 1.4461 Epoch 1 Batch 88/1077 - Train Accuracy: 0.4867, Validation Accuracy: 0.5117, Loss: 1.4243 Epoch 1 Batch 89/1077 - Train Accuracy: 0.4797, Validation Accuracy: 0.5124, Loss: 1.4049 Epoch 1 Batch 90/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.5131, Loss: 1.4721 Epoch 1 Batch 91/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5064, Loss: 1.2660 Epoch 1 Batch 92/1077 - Train Accuracy: 0.4717, Validation Accuracy: 0.5071, Loss: 1.4033 Epoch 1 Batch 93/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5146, Loss: 1.4188 Epoch 1 Batch 94/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5174, Loss: 1.3701 Epoch 1 Batch 95/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5188, Loss: 1.3712 Epoch 1 Batch 96/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5107, Loss: 1.3790 Epoch 1 Batch 97/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5078, Loss: 1.3925 Epoch 1 Batch 98/1077 - Train Accuracy: 0.5149, Validation Accuracy: 0.5124, Loss: 1.3236 Epoch 1 Batch 99/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5142, Loss: 1.4450 Epoch 1 Batch 100/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5146, Loss: 1.3885 Epoch 1 Batch 101/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5064, Loss: 1.3834 Epoch 1 Batch 102/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5082, Loss: 1.3219 Epoch 1 Batch 103/1077 - Train Accuracy: 0.4375, Validation Accuracy: 0.5067, Loss: 1.4912 Epoch 1 Batch 104/1077 - Train Accuracy: 0.4235, Validation Accuracy: 0.5114, Loss: 1.4711 Epoch 1 Batch 105/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5178, Loss: 1.3429 Epoch 1 Batch 106/1077 - Train Accuracy: 0.4700, Validation Accuracy: 0.5092, Loss: 1.4650 Epoch 1 Batch 107/1077 - Train Accuracy: 0.4825, Validation Accuracy: 0.5121, Loss: 1.3197 Epoch 1 Batch 108/1077 - Train Accuracy: 0.5146, Validation Accuracy: 0.5138, Loss: 1.2600 Epoch 1 Batch 109/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5220, Loss: 1.3622 Epoch 1 Batch 110/1077 - Train Accuracy: 0.5070, Validation Accuracy: 0.5206, Loss: 1.3456 Epoch 1 Batch 111/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5163, Loss: 1.4012 Epoch 1 Batch 112/1077 - Train Accuracy: 0.4828, Validation Accuracy: 0.5199, Loss: 1.3712 Epoch 1 Batch 113/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5369, Loss: 1.4046 Epoch 1 Batch 114/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5348, Loss: 1.3144 Epoch 1 Batch 115/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5309, Loss: 1.4161 Epoch 1 Batch 116/1077 - Train Accuracy: 0.4531, Validation Accuracy: 0.5124, Loss: 1.4079 Epoch 1 Batch 117/1077 - Train Accuracy: 0.4277, Validation Accuracy: 0.5107, Loss: 1.4357 Epoch 1 Batch 118/1077 - Train Accuracy: 0.4490, Validation Accuracy: 0.5110, Loss: 1.4535 Epoch 1 Batch 119/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5178, Loss: 1.3612 Epoch 1 Batch 120/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5142, Loss: 1.3779 Epoch 1 Batch 121/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5071, Loss: 1.3682 Epoch 1 Batch 122/1077 - Train Accuracy: 0.4832, Validation Accuracy: 0.5082, Loss: 1.3397 Epoch 1 Batch 123/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5057, Loss: 1.2976 Epoch 1 Batch 124/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5174, Loss: 1.3770 Epoch 1 Batch 125/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5170, Loss: 1.3648 Epoch 1 Batch 126/1077 - Train Accuracy: 0.4888, Validation Accuracy: 0.5210, Loss: 1.3189 Epoch 1 Batch 127/1077 - Train Accuracy: 0.4934, Validation Accuracy: 0.5185, Loss: 1.3492 Epoch 1 Batch 128/1077 - Train Accuracy: 0.5097, Validation Accuracy: 0.5032, Loss: 1.2964 Epoch 1 Batch 129/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5050, Loss: 1.3708 Epoch 1 Batch 130/1077 - Train Accuracy: 0.4751, Validation Accuracy: 0.5064, Loss: 1.2708 Epoch 1 Batch 131/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.5249, Loss: 1.3745 Epoch 1 Batch 132/1077 - Train Accuracy: 0.4402, Validation Accuracy: 0.5192, Loss: 1.4059 Epoch 1 Batch 133/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.5117, Loss: 1.3600 Epoch 1 Batch 134/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5043, Loss: 1.3101 Epoch 1 Batch 135/1077 - Train Accuracy: 0.4564, Validation Accuracy: 0.5046, Loss: 1.4020 Epoch 1 Batch 136/1077 - Train Accuracy: 0.4648, Validation Accuracy: 0.5014, Loss: 1.3726 Epoch 1 Batch 137/1077 - Train Accuracy: 0.5007, Validation Accuracy: 0.5160, Loss: 1.2461 Epoch 1 Batch 138/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5291, Loss: 1.3102 Epoch 1 Batch 139/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5174, Loss: 1.3550 Epoch 1 Batch 140/1077 - Train Accuracy: 0.4305, Validation Accuracy: 0.5032, Loss: 1.4413 Epoch 1 Batch 141/1077 - Train Accuracy: 0.4406, Validation Accuracy: 0.5082, Loss: 1.3884 Epoch 1 Batch 142/1077 - Train Accuracy: 0.4903, Validation Accuracy: 0.5089, Loss: 1.2587 Epoch 1 Batch 143/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5291, Loss: 1.3287 Epoch 1 Batch 144/1077 - Train Accuracy: 0.4400, Validation Accuracy: 0.5245, Loss: 1.4243 Epoch 1 Batch 145/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5160, Loss: 1.2907 Epoch 1 Batch 146/1077 - Train Accuracy: 0.4892, Validation Accuracy: 0.5011, Loss: 1.3295 Epoch 1 Batch 147/1077 - Train Accuracy: 0.4402, Validation Accuracy: 0.4961, Loss: 1.3720 Epoch 1 Batch 148/1077 - Train Accuracy: 0.4945, Validation Accuracy: 0.5071, Loss: 1.3433 Epoch 1 Batch 149/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.5185, Loss: 1.3724 Epoch 1 Batch 150/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.5174, Loss: 1.2752 Epoch 1 Batch 151/1077 - Train Accuracy: 0.4673, Validation Accuracy: 0.5107, Loss: 1.2881 Epoch 1 Batch 152/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5064, Loss: 1.3452 Epoch 1 Batch 153/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5067, Loss: 1.4050 Epoch 1 Batch 154/1077 - Train Accuracy: 0.4564, Validation Accuracy: 0.5092, Loss: 1.4198 Epoch 1 Batch 155/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5174, Loss: 1.3398 Epoch 1 Batch 156/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5174, Loss: 1.3277 Epoch 1 Batch 157/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5163, Loss: 1.3493 Epoch 1 Batch 158/1077 - Train Accuracy: 0.4833, Validation Accuracy: 0.5142, Loss: 1.3342 Epoch 1 Batch 159/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5103, Loss: 1.2726 Epoch 1 Batch 160/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5121, Loss: 1.3106 Epoch 1 Batch 161/1077 - Train Accuracy: 0.4621, Validation Accuracy: 0.5121, Loss: 1.3565 Epoch 1 Batch 162/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5092, Loss: 1.3518 Epoch 1 Batch 163/1077 - Train Accuracy: 0.4354, Validation Accuracy: 0.5057, Loss: 1.3694 Epoch 1 Batch 164/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5060, Loss: 1.3612 Epoch 1 Batch 165/1077 - Train Accuracy: 0.4473, Validation Accuracy: 0.5153, Loss: 1.3268 Epoch 1 Batch 166/1077 - Train Accuracy: 0.4941, Validation Accuracy: 0.5188, Loss: 1.2731 Epoch 1 Batch 167/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.5181, Loss: 1.3553 Epoch 1 Batch 168/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.5227, Loss: 1.3814 Epoch 1 Batch 169/1077 - Train Accuracy: 0.5171, Validation Accuracy: 0.5231, Loss: 1.2503 Epoch 1 Batch 170/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5206, Loss: 1.3576 Epoch 1 Batch 171/1077 - Train Accuracy: 0.5050, Validation Accuracy: 0.5178, Loss: 1.2483 Epoch 1 Batch 172/1077 - Train Accuracy: 0.4888, Validation Accuracy: 0.5188, Loss: 1.2350 Epoch 1 Batch 173/1077 - Train Accuracy: 0.4215, Validation Accuracy: 0.5238, Loss: 1.4141 Epoch 1 Batch 174/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5160, Loss: 1.2973 Epoch 1 Batch 175/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5252, Loss: 1.2603 Epoch 1 Batch 176/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5192, Loss: 1.3062 Epoch 1 Batch 177/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5181, Loss: 1.3819 Epoch 1 Batch 178/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5181, Loss: 1.2895 Epoch 1 Batch 179/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5181, Loss: 1.3610 Epoch 1 Batch 180/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.5263, Loss: 1.2855 Epoch 1 Batch 181/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5245, Loss: 1.3171 Epoch 1 Batch 182/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5050, Loss: 1.2846 Epoch 1 Batch 183/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5096, Loss: 1.3690 Epoch 1 Batch 184/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5121, Loss: 1.2877 Epoch 1 Batch 185/1077 - Train Accuracy: 0.4598, Validation Accuracy: 0.5245, Loss: 1.3029 Epoch 1 Batch 186/1077 - Train Accuracy: 0.5004, Validation Accuracy: 0.5288, Loss: 1.3317 Epoch 1 Batch 187/1077 - Train Accuracy: 0.4469, Validation Accuracy: 0.5210, Loss: 1.3141 Epoch 1 Batch 188/1077 - Train Accuracy: 0.4703, Validation Accuracy: 0.5206, Loss: 1.2936 Epoch 1 Batch 189/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5231, Loss: 1.3208 Epoch 1 Batch 190/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5206, Loss: 1.3073 Epoch 1 Batch 191/1077 - Train Accuracy: 0.5295, Validation Accuracy: 0.5234, Loss: 1.1865 Epoch 1 Batch 192/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5192, Loss: 1.3057 Epoch 1 Batch 193/1077 - Train Accuracy: 0.5113, Validation Accuracy: 0.5309, Loss: 1.2539 Epoch 1 Batch 194/1077 - Train Accuracy: 0.5022, Validation Accuracy: 0.5344, Loss: 1.1993 Epoch 1 Batch 195/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5149, Loss: 1.2990 Epoch 1 Batch 196/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5249, Loss: 1.2618 Epoch 1 Batch 197/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5199, Loss: 1.2590 Epoch 1 Batch 198/1077 - Train Accuracy: 0.5182, Validation Accuracy: 0.5160, Loss: 1.2009 Epoch 1 Batch 199/1077 - Train Accuracy: 0.4949, Validation Accuracy: 0.5295, Loss: 1.2853 Epoch 1 Batch 200/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5320, Loss: 1.2918 Epoch 1 Batch 201/1077 - Train Accuracy: 0.4898, Validation Accuracy: 0.5249, Loss: 1.2049 Epoch 1 Batch 202/1077 - Train Accuracy: 0.4984, Validation Accuracy: 0.5277, Loss: 1.2975 Epoch 1 Batch 203/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5249, Loss: 1.2571 Epoch 1 Batch 204/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5185, Loss: 1.2905 Epoch 1 Batch 205/1077 - Train Accuracy: 0.4961, Validation Accuracy: 0.5146, Loss: 1.3063 Epoch 1 Batch 206/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5192, Loss: 1.2876 Epoch 1 Batch 207/1077 - Train Accuracy: 0.4785, Validation Accuracy: 0.5259, Loss: 1.3114 Epoch 1 Batch 208/1077 - Train Accuracy: 0.4829, Validation Accuracy: 0.5277, Loss: 1.2606 Epoch 1 Batch 209/1077 - Train Accuracy: 0.5093, Validation Accuracy: 0.5252, Loss: 1.1967 Epoch 1 Batch 210/1077 - Train Accuracy: 0.4978, Validation Accuracy: 0.5249, Loss: 1.2937 Epoch 1 Batch 211/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5195, Loss: 1.2742 Epoch 1 Batch 212/1077 - Train Accuracy: 0.5011, Validation Accuracy: 0.5206, Loss: 1.2133 Epoch 1 Batch 213/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5174, Loss: 1.2279 Epoch 1 Batch 214/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.5018, Loss: 1.2765 Epoch 1 Batch 215/1077 - Train Accuracy: 0.4367, Validation Accuracy: 0.4886, Loss: 1.2991 Epoch 1 Batch 216/1077 - Train Accuracy: 0.4309, Validation Accuracy: 0.4876, Loss: 1.3103 Epoch 1 Batch 217/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.4876, Loss: 1.2235 Epoch 1 Batch 218/1077 - Train Accuracy: 0.4560, Validation Accuracy: 0.5028, Loss: 1.3605 Epoch 1 Batch 219/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5188, Loss: 1.2854 Epoch 1 Batch 220/1077 - Train Accuracy: 0.4700, Validation Accuracy: 0.5256, Loss: 1.2882 Epoch 1 Batch 221/1077 - Train Accuracy: 0.4815, Validation Accuracy: 0.5305, Loss: 1.2859 Epoch 1 Batch 222/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5153, Loss: 1.3673 Epoch 1 Batch 223/1077 - Train Accuracy: 0.4751, Validation Accuracy: 0.4929, Loss: 1.1856 Epoch 1 Batch 224/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.5050, Loss: 1.2907 Epoch 1 Batch 225/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5231, Loss: 1.2760 Epoch 1 Batch 226/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5256, Loss: 1.2486 Epoch 1 Batch 227/1077 - Train Accuracy: 0.4410, Validation Accuracy: 0.5206, Loss: 1.3295 Epoch 1 Batch 228/1077 - Train Accuracy: 0.5043, Validation Accuracy: 0.5220, Loss: 1.2379 Epoch 1 Batch 229/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5199, Loss: 1.2679 Epoch 1 Batch 230/1077 - Train Accuracy: 0.4989, Validation Accuracy: 0.5174, Loss: 1.1795 Epoch 1 Batch 231/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5146, Loss: 1.2534 Epoch 1 Batch 232/1077 - Train Accuracy: 0.4519, Validation Accuracy: 0.5163, Loss: 1.3024 Epoch 1 Batch 233/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5220, Loss: 1.3152 Epoch 1 Batch 234/1077 - Train Accuracy: 0.5104, Validation Accuracy: 0.5217, Loss: 1.2281 Epoch 1 Batch 235/1077 - Train Accuracy: 0.5134, Validation Accuracy: 0.5224, Loss: 1.1771 Epoch 1 Batch 236/1077 - Train Accuracy: 0.4730, Validation Accuracy: 0.5195, Loss: 1.2696 Epoch 1 Batch 237/1077 - Train Accuracy: 0.4985, Validation Accuracy: 0.5234, Loss: 1.1765 Epoch 1 Batch 238/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5302, Loss: 1.2855 Epoch 1 Batch 239/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5298, Loss: 1.1832 Epoch 1 Batch 240/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5181, Loss: 1.2230 Epoch 1 Batch 241/1077 - Train Accuracy: 0.5020, Validation Accuracy: 0.5160, Loss: 1.1952 Epoch 1 Batch 242/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.5131, Loss: 1.2802 Epoch 1 Batch 243/1077 - Train Accuracy: 0.4000, Validation Accuracy: 0.5103, Loss: 1.2911 Epoch 1 Batch 244/1077 - Train Accuracy: 0.5067, Validation Accuracy: 0.5060, Loss: 1.2048 Epoch 1 Batch 245/1077 - Train Accuracy: 0.4825, Validation Accuracy: 0.5121, Loss: 1.1990 Epoch 1 Batch 246/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.5206, Loss: 1.2440 Epoch 1 Batch 247/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5039, Loss: 1.1779 Epoch 1 Batch 248/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5117, Loss: 1.2212 Epoch 1 Batch 249/1077 - Train Accuracy: 0.4813, Validation Accuracy: 0.5099, Loss: 1.2327 Epoch 1 Batch 250/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5131, Loss: 1.1641 Epoch 1 Batch 251/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5110, Loss: 1.2379 Epoch 1 Batch 252/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5195, Loss: 1.2159 Epoch 1 Batch 253/1077 - Train Accuracy: 0.4982, Validation Accuracy: 0.5170, Loss: 1.1947 Epoch 1 Batch 254/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5128, Loss: 1.2495 Epoch 1 Batch 255/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5170, Loss: 1.2640 Epoch 1 Batch 256/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5078, Loss: 1.2599 Epoch 1 Batch 257/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.5160, Loss: 1.1779 Epoch 1 Batch 258/1077 - Train Accuracy: 0.4978, Validation Accuracy: 0.5192, Loss: 1.1822 Epoch 1 Batch 259/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5252, Loss: 1.2452 Epoch 1 Batch 260/1077 - Train Accuracy: 0.4702, Validation Accuracy: 0.5121, Loss: 1.1882 Epoch 1 Batch 261/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5195, Loss: 1.1887 Epoch 1 Batch 262/1077 - Train Accuracy: 0.4777, Validation Accuracy: 0.5234, Loss: 1.2356 Epoch 1 Batch 263/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5234, Loss: 1.2075 Epoch 1 Batch 264/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5220, Loss: 1.2754 Epoch 1 Batch 265/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5295, Loss: 1.2051 Epoch 1 Batch 266/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5295, Loss: 1.1749 Epoch 1 Batch 267/1077 - Train Accuracy: 0.4925, Validation Accuracy: 0.5288, Loss: 1.1593 Epoch 1 Batch 268/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5284, Loss: 1.2294 Epoch 1 Batch 269/1077 - Train Accuracy: 0.4589, Validation Accuracy: 0.5259, Loss: 1.3201 Epoch 1 Batch 270/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5270, Loss: 1.3101 Epoch 1 Batch 271/1077 - Train Accuracy: 0.4906, Validation Accuracy: 0.5288, Loss: 1.2182 Epoch 1 Batch 272/1077 - Train Accuracy: 0.4978, Validation Accuracy: 0.5394, Loss: 1.2130 Epoch 1 Batch 273/1077 - Train Accuracy: 0.5048, Validation Accuracy: 0.5348, Loss: 1.1716 Epoch 1 Batch 274/1077 - Train Accuracy: 0.5093, Validation Accuracy: 0.5369, Loss: 1.2183 Epoch 1 Batch 275/1077 - Train Accuracy: 0.4892, Validation Accuracy: 0.5231, Loss: 1.1529 Epoch 1 Batch 276/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5192, Loss: 1.2599 Epoch 1 Batch 277/1077 - Train Accuracy: 0.4877, Validation Accuracy: 0.5227, Loss: 1.1731 Epoch 1 Batch 278/1077 - Train Accuracy: 0.4652, Validation Accuracy: 0.5288, Loss: 1.2616 Epoch 1 Batch 279/1077 - Train Accuracy: 0.4594, Validation Accuracy: 0.5241, Loss: 1.3217 Epoch 1 Batch 280/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5259, Loss: 1.2369 Epoch 1 Batch 281/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5256, Loss: 1.2274 Epoch 1 Batch 282/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5153, Loss: 1.2686 Epoch 1 Batch 283/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5288, Loss: 1.2366 Epoch 1 Batch 284/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.5281, Loss: 1.2749 Epoch 1 Batch 285/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5220, Loss: 1.1566 Epoch 1 Batch 286/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5224, Loss: 1.1178 Epoch 1 Batch 287/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5252, Loss: 1.1968 Epoch 1 Batch 288/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5206, Loss: 1.2650 Epoch 1 Batch 289/1077 - Train Accuracy: 0.4977, Validation Accuracy: 0.5263, Loss: 1.2076 Epoch 1 Batch 290/1077 - Train Accuracy: 0.4863, Validation Accuracy: 0.5224, Loss: 1.2348 Epoch 1 Batch 291/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5206, Loss: 1.1958 Epoch 1 Batch 292/1077 - Train Accuracy: 0.5071, Validation Accuracy: 0.5213, Loss: 1.1767 Epoch 1 Batch 293/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5288, Loss: 1.2641 Epoch 1 Batch 294/1077 - Train Accuracy: 0.5433, Validation Accuracy: 0.5291, Loss: 1.1053 Epoch 1 Batch 295/1077 - Train Accuracy: 0.4786, Validation Accuracy: 0.5210, Loss: 1.2891 Epoch 1 Batch 296/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5220, Loss: 1.1489 Epoch 1 Batch 297/1077 - Train Accuracy: 0.4473, Validation Accuracy: 0.5210, Loss: 1.2821 Epoch 1 Batch 298/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5178, Loss: 1.2575 Epoch 1 Batch 299/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5142, Loss: 1.1475 Epoch 1 Batch 300/1077 - Train Accuracy: 0.4494, Validation Accuracy: 0.5199, Loss: 1.2630 Epoch 1 Batch 301/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5199, Loss: 1.1911 Epoch 1 Batch 302/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5160, Loss: 1.1708 Epoch 1 Batch 303/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5174, Loss: 1.2376 Epoch 1 Batch 304/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.5174, Loss: 1.1150 Epoch 1 Batch 305/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5195, Loss: 1.2011 Epoch 1 Batch 306/1077 - Train Accuracy: 0.5030, Validation Accuracy: 0.5220, Loss: 1.1705 Epoch 1 Batch 307/1077 - Train Accuracy: 0.4840, Validation Accuracy: 0.5277, Loss: 1.1816 Epoch 1 Batch 308/1077 - Train Accuracy: 0.4703, Validation Accuracy: 0.5192, Loss: 1.2736 Epoch 1 Batch 309/1077 - Train Accuracy: 0.4788, Validation Accuracy: 0.5142, Loss: 1.1614 Epoch 1 Batch 310/1077 - Train Accuracy: 0.4340, Validation Accuracy: 0.5206, Loss: 1.2121 Epoch 1 Batch 311/1077 - Train Accuracy: 0.5063, Validation Accuracy: 0.5131, Loss: 1.1440 Epoch 1 Batch 312/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5174, Loss: 1.2338 Epoch 1 Batch 313/1077 - Train Accuracy: 0.4813, Validation Accuracy: 0.5288, Loss: 1.2016 Epoch 1 Batch 314/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5330, Loss: 1.1841 Epoch 1 Batch 315/1077 - Train Accuracy: 0.4862, Validation Accuracy: 0.5217, Loss: 1.1738 Epoch 1 Batch 316/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5234, Loss: 1.1340 Epoch 1 Batch 317/1077 - Train Accuracy: 0.4482, Validation Accuracy: 0.5298, Loss: 1.2919 Epoch 1 Batch 318/1077 - Train Accuracy: 0.4641, Validation Accuracy: 0.5245, Loss: 1.2063 Epoch 1 Batch 319/1077 - Train Accuracy: 0.4719, Validation Accuracy: 0.5252, Loss: 1.1972 Epoch 1 Batch 320/1077 - Train Accuracy: 0.4883, Validation Accuracy: 0.5252, Loss: 1.2190 Epoch 1 Batch 321/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5231, Loss: 1.1662 Epoch 1 Batch 322/1077 - Train Accuracy: 0.4862, Validation Accuracy: 0.5273, Loss: 1.1415 Epoch 1 Batch 323/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5284, Loss: 1.1260 Epoch 1 Batch 324/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5259, Loss: 1.2018 Epoch 1 Batch 325/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5295, Loss: 1.1010 Epoch 1 Batch 326/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5263, Loss: 1.1102 Epoch 1 Batch 327/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5330, Loss: 1.2013 Epoch 1 Batch 328/1077 - Train Accuracy: 0.5067, Validation Accuracy: 0.5295, Loss: 1.1715 Epoch 1 Batch 329/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5277, Loss: 1.2334 Epoch 1 Batch 330/1077 - Train Accuracy: 0.5191, Validation Accuracy: 0.5295, Loss: 1.1997 Epoch 1 Batch 331/1077 - Train Accuracy: 0.4860, Validation Accuracy: 0.5281, Loss: 1.1763 Epoch 1 Batch 332/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5288, Loss: 1.0867 Epoch 1 Batch 333/1077 - Train Accuracy: 0.4708, Validation Accuracy: 0.5252, Loss: 1.2329 Epoch 1 Batch 334/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5252, Loss: 1.1955 Epoch 1 Batch 335/1077 - Train Accuracy: 0.5368, Validation Accuracy: 0.5298, Loss: 1.0742 Epoch 1 Batch 336/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5302, Loss: 1.1767 Epoch 1 Batch 337/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5266, Loss: 1.1920 Epoch 1 Batch 338/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5217, Loss: 1.1832 Epoch 1 Batch 339/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5202, Loss: 1.1304 Epoch 1 Batch 340/1077 - Train Accuracy: 0.4412, Validation Accuracy: 0.5259, Loss: 1.2195 Epoch 1 Batch 341/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5234, Loss: 1.1947 Epoch 1 Batch 342/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5305, Loss: 1.1382 Epoch 1 Batch 343/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5252, Loss: 1.1793 Epoch 1 Batch 344/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5252, Loss: 1.1831 Epoch 1 Batch 345/1077 - Train Accuracy: 0.4981, Validation Accuracy: 0.5227, Loss: 1.1358 Epoch 1 Batch 346/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5256, Loss: 1.2098 Epoch 1 Batch 347/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.5213, Loss: 1.1420 Epoch 1 Batch 348/1077 - Train Accuracy: 0.4955, Validation Accuracy: 0.5277, Loss: 1.1071 Epoch 1 Batch 349/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5259, Loss: 1.1672 Epoch 1 Batch 350/1077 - Train Accuracy: 0.4484, Validation Accuracy: 0.5238, Loss: 1.2539 Epoch 1 Batch 351/1077 - Train Accuracy: 0.4289, Validation Accuracy: 0.5163, Loss: 1.2669 Epoch 1 Batch 352/1077 - Train Accuracy: 0.4227, Validation Accuracy: 0.5174, Loss: 1.2462 Epoch 1 Batch 353/1077 - Train Accuracy: 0.4741, Validation Accuracy: 0.5259, Loss: 1.2672 Epoch 1 Batch 354/1077 - Train Accuracy: 0.4832, Validation Accuracy: 0.5217, Loss: 1.1977 Epoch 1 Batch 355/1077 - Train Accuracy: 0.4847, Validation Accuracy: 0.5195, Loss: 1.1864 Epoch 1 Batch 356/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5213, Loss: 1.1732 Epoch 1 Batch 357/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5252, Loss: 1.0982 Epoch 1 Batch 358/1077 - Train Accuracy: 0.4581, Validation Accuracy: 0.5245, Loss: 1.2036 Epoch 1 Batch 359/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5327, Loss: 1.1469 Epoch 1 Batch 360/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5302, Loss: 1.1649 Epoch 1 Batch 361/1077 - Train Accuracy: 0.4799, Validation Accuracy: 0.5298, Loss: 1.1883 Epoch 1 Batch 362/1077 - Train Accuracy: 0.4955, Validation Accuracy: 0.5302, Loss: 1.1665 Epoch 1 Batch 363/1077 - Train Accuracy: 0.4496, Validation Accuracy: 0.5341, Loss: 1.1947 Epoch 1 Batch 364/1077 - Train Accuracy: 0.4938, Validation Accuracy: 0.5359, Loss: 1.1948 Epoch 1 Batch 365/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5259, Loss: 1.1797 Epoch 1 Batch 366/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5277, Loss: 1.1486 Epoch 1 Batch 367/1077 - Train Accuracy: 0.5190, Validation Accuracy: 0.5263, Loss: 1.0749 Epoch 1 Batch 368/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5316, Loss: 1.1603 Epoch 1 Batch 369/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5298, Loss: 1.1418 Epoch 1 Batch 370/1077 - Train Accuracy: 0.4743, Validation Accuracy: 0.5231, Loss: 1.1301 Epoch 1 Batch 371/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5234, Loss: 1.1346 Epoch 1 Batch 372/1077 - Train Accuracy: 0.4840, Validation Accuracy: 0.5245, Loss: 1.1080 Epoch 1 Batch 373/1077 - Train Accuracy: 0.5275, Validation Accuracy: 0.5312, Loss: 1.0766 Epoch 1 Batch 374/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.5316, Loss: 1.2281 Epoch 1 Batch 375/1077 - Train Accuracy: 0.5362, Validation Accuracy: 0.5344, Loss: 1.0747 Epoch 1 Batch 376/1077 - Train Accuracy: 0.5362, Validation Accuracy: 0.5284, Loss: 1.0977 Epoch 1 Batch 377/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5376, Loss: 1.1656 Epoch 1 Batch 378/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5355, Loss: 1.1336 Epoch 1 Batch 379/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5281, Loss: 1.1628 Epoch 1 Batch 380/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5270, Loss: 1.1213 Epoch 1 Batch 381/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5234, Loss: 1.1781 Epoch 1 Batch 382/1077 - Train Accuracy: 0.4903, Validation Accuracy: 0.5185, Loss: 1.1825 Epoch 1 Batch 383/1077 - Train Accuracy: 0.5305, Validation Accuracy: 0.5284, Loss: 1.0946 Epoch 1 Batch 384/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5316, Loss: 1.1505 Epoch 1 Batch 385/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5312, Loss: 1.1802 Epoch 1 Batch 386/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5369, Loss: 1.1073 Epoch 1 Batch 387/1077 - Train Accuracy: 0.5203, Validation Accuracy: 0.5320, Loss: 1.1043 Epoch 1 Batch 388/1077 - Train Accuracy: 0.4993, Validation Accuracy: 0.5337, Loss: 1.0914 Epoch 1 Batch 389/1077 - Train Accuracy: 0.5172, Validation Accuracy: 0.5316, Loss: 1.1087 Epoch 1 Batch 390/1077 - Train Accuracy: 0.4699, Validation Accuracy: 0.5281, Loss: 1.1948 Epoch 1 Batch 391/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5256, Loss: 1.1082 Epoch 1 Batch 392/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5231, Loss: 1.1479 Epoch 1 Batch 393/1077 - Train Accuracy: 0.5193, Validation Accuracy: 0.5210, Loss: 1.0819 Epoch 1 Batch 394/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.5231, Loss: 1.1797 Epoch 1 Batch 395/1077 - Train Accuracy: 0.5130, Validation Accuracy: 0.5234, Loss: 1.0800 Epoch 1 Batch 396/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5241, Loss: 1.1358 Epoch 1 Batch 397/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5245, Loss: 1.0791 Epoch 1 Batch 398/1077 - Train Accuracy: 0.4860, Validation Accuracy: 0.5259, Loss: 1.1912 Epoch 1 Batch 399/1077 - Train Accuracy: 0.4317, Validation Accuracy: 0.5277, Loss: 1.2557 Epoch 1 Batch 400/1077 - Train Accuracy: 0.5109, Validation Accuracy: 0.5281, Loss: 1.1663 Epoch 1 Batch 401/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5355, Loss: 1.1317 Epoch 1 Batch 402/1077 - Train Accuracy: 0.5168, Validation Accuracy: 0.5284, Loss: 1.1179 Epoch 1 Batch 403/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5408, Loss: 1.1516 Epoch 1 Batch 404/1077 - Train Accuracy: 0.5450, Validation Accuracy: 0.5487, Loss: 1.0609 Epoch 1 Batch 405/1077 - Train Accuracy: 0.4790, Validation Accuracy: 0.5515, Loss: 1.1785 Epoch 1 Batch 406/1077 - Train Accuracy: 0.5140, Validation Accuracy: 0.5433, Loss: 1.1431 Epoch 1 Batch 407/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5462, Loss: 1.1838 Epoch 1 Batch 408/1077 - Train Accuracy: 0.4898, Validation Accuracy: 0.5391, Loss: 1.1310 Epoch 1 Batch 409/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5408, Loss: 1.1446 Epoch 1 Batch 410/1077 - Train Accuracy: 0.4502, Validation Accuracy: 0.5433, Loss: 1.1711 Epoch 1 Batch 411/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5501, Loss: 1.1036 Epoch 1 Batch 412/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5526, Loss: 1.0984 Epoch 1 Batch 413/1077 - Train Accuracy: 0.5055, Validation Accuracy: 0.5412, Loss: 1.1081 Epoch 1 Batch 414/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5352, Loss: 1.1600 Epoch 1 Batch 415/1077 - Train Accuracy: 0.5037, Validation Accuracy: 0.5305, Loss: 1.0843 Epoch 1 Batch 416/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5376, Loss: 1.1121 Epoch 1 Batch 417/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5359, Loss: 1.1495 Epoch 1 Batch 418/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5337, Loss: 1.1025 Epoch 1 Batch 419/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5327, Loss: 1.1398 Epoch 1 Batch 420/1077 - Train Accuracy: 0.4867, Validation Accuracy: 0.5415, Loss: 1.1357 Epoch 1 Batch 421/1077 - Train Accuracy: 0.5043, Validation Accuracy: 0.5387, Loss: 1.1304 Epoch 1 Batch 422/1077 - Train Accuracy: 0.4940, Validation Accuracy: 0.5337, Loss: 1.0856 Epoch 1 Batch 423/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5320, Loss: 1.1457 Epoch 1 Batch 424/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5263, Loss: 1.1506 Epoch 1 Batch 425/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.5295, Loss: 1.0793 Epoch 1 Batch 426/1077 - Train Accuracy: 0.4883, Validation Accuracy: 0.5330, Loss: 1.1466 Epoch 1 Batch 427/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5412, Loss: 1.1298 Epoch 1 Batch 428/1077 - Train Accuracy: 0.5350, Validation Accuracy: 0.5415, Loss: 1.0689 Epoch 1 Batch 429/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5344, Loss: 1.1086 Epoch 1 Batch 430/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5327, Loss: 1.1133 Epoch 1 Batch 431/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5327, Loss: 1.1411 Epoch 1 Batch 432/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5344, Loss: 1.1155 Epoch 1 Batch 433/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5344, Loss: 1.1317 Epoch 1 Batch 434/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5341, Loss: 1.1142 Epoch 1 Batch 435/1077 - Train Accuracy: 0.4741, Validation Accuracy: 0.5366, Loss: 1.1895 Epoch 1 Batch 436/1077 - Train Accuracy: 0.5372, Validation Accuracy: 0.5408, Loss: 1.0638 Epoch 1 Batch 437/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5359, Loss: 1.1331 Epoch 1 Batch 438/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5327, Loss: 1.0850 Epoch 1 Batch 439/1077 - Train Accuracy: 0.4598, Validation Accuracy: 0.5309, Loss: 1.1394 Epoch 1 Batch 440/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5316, Loss: 1.1349 Epoch 1 Batch 441/1077 - Train Accuracy: 0.4816, Validation Accuracy: 0.5298, Loss: 1.1233 Epoch 1 Batch 442/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5398, Loss: 1.0893 Epoch 1 Batch 443/1077 - Train Accuracy: 0.5208, Validation Accuracy: 0.5391, Loss: 1.0610 Epoch 1 Batch 444/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5355, Loss: 1.1449 Epoch 1 Batch 445/1077 - Train Accuracy: 0.4827, Validation Accuracy: 0.5376, Loss: 1.1815 Epoch 1 Batch 446/1077 - Train Accuracy: 0.5022, Validation Accuracy: 0.5408, Loss: 1.0123 Epoch 1 Batch 447/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5412, Loss: 1.1387 Epoch 1 Batch 448/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5391, Loss: 1.1393 Epoch 1 Batch 449/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5447, Loss: 1.1657 Epoch 1 Batch 450/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5465, Loss: 1.1091 Epoch 1 Batch 451/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5458, Loss: 1.0574 Epoch 1 Batch 452/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5511, Loss: 1.1007 Epoch 1 Batch 453/1077 - Train Accuracy: 0.5190, Validation Accuracy: 0.5447, Loss: 1.0832 Epoch 1 Batch 454/1077 - Train Accuracy: 0.5230, Validation Accuracy: 0.5352, Loss: 1.0886 Epoch 1 Batch 455/1077 - Train Accuracy: 0.5394, Validation Accuracy: 0.5401, Loss: 1.0245 Epoch 1 Batch 456/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5423, Loss: 1.1143 Epoch 1 Batch 457/1077 - Train Accuracy: 0.5100, Validation Accuracy: 0.5437, Loss: 1.0561 Epoch 1 Batch 458/1077 - Train Accuracy: 0.4895, Validation Accuracy: 0.5433, Loss: 1.0914 Epoch 1 Batch 459/1077 - Train Accuracy: 0.5339, Validation Accuracy: 0.5366, Loss: 1.0496 Epoch 1 Batch 460/1077 - Train Accuracy: 0.4672, Validation Accuracy: 0.5401, Loss: 1.1253 Epoch 1 Batch 461/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5430, Loss: 1.1107 Epoch 1 Batch 462/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5447, Loss: 1.0790 Epoch 1 Batch 463/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5426, Loss: 1.1237 Epoch 1 Batch 464/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5391, Loss: 1.0509 Epoch 1 Batch 465/1077 - Train Accuracy: 0.4679, Validation Accuracy: 0.5430, Loss: 1.1809 Epoch 1 Batch 466/1077 - Train Accuracy: 0.5070, Validation Accuracy: 0.5423, Loss: 1.0665 Epoch 1 Batch 467/1077 - Train Accuracy: 0.5759, Validation Accuracy: 0.5440, Loss: 1.0243 Epoch 1 Batch 468/1077 - Train Accuracy: 0.5231, Validation Accuracy: 0.5490, Loss: 1.1031 Epoch 1 Batch 469/1077 - Train Accuracy: 0.4895, Validation Accuracy: 0.5476, Loss: 1.1211 Epoch 1 Batch 470/1077 - Train Accuracy: 0.4729, Validation Accuracy: 0.5451, Loss: 1.1381 Epoch 1 Batch 471/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5430, Loss: 1.0668 Epoch 1 Batch 472/1077 - Train Accuracy: 0.5130, Validation Accuracy: 0.5447, Loss: 1.0910 Epoch 1 Batch 473/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5469, Loss: 1.1011 Epoch 1 Batch 474/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5469, Loss: 1.1104 Epoch 1 Batch 475/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5547, Loss: 1.0273 Epoch 1 Batch 476/1077 - Train Accuracy: 0.4778, Validation Accuracy: 0.5476, Loss: 1.1247 Epoch 1 Batch 477/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5462, Loss: 1.0259 Epoch 1 Batch 478/1077 - Train Accuracy: 0.4942, Validation Accuracy: 0.5440, Loss: 1.1401 Epoch 1 Batch 479/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5447, Loss: 1.1478 Epoch 1 Batch 480/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5472, Loss: 1.1224 Epoch 1 Batch 481/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5483, Loss: 1.0810 Epoch 1 Batch 482/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5515, Loss: 1.1612 Epoch 1 Batch 483/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5476, Loss: 1.0968 Epoch 1 Batch 484/1077 - Train Accuracy: 0.5125, Validation Accuracy: 0.5501, Loss: 1.0933 Epoch 1 Batch 485/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5476, Loss: 1.0680 Epoch 1 Batch 486/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5423, Loss: 1.1248 Epoch 1 Batch 487/1077 - Train Accuracy: 0.4860, Validation Accuracy: 0.5384, Loss: 1.1282 Epoch 1 Batch 488/1077 - Train Accuracy: 0.4622, Validation Accuracy: 0.5334, Loss: 1.1073 Epoch 1 Batch 489/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5302, Loss: 1.0395 Epoch 1 Batch 490/1077 - Train Accuracy: 0.4828, Validation Accuracy: 0.5273, Loss: 1.1090 Epoch 1 Batch 491/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.5291, Loss: 1.0754 Epoch 1 Batch 492/1077 - Train Accuracy: 0.5004, Validation Accuracy: 0.5391, Loss: 1.1115 Epoch 1 Batch 493/1077 - Train Accuracy: 0.5472, Validation Accuracy: 0.5430, Loss: 1.0359 Epoch 1 Batch 494/1077 - Train Accuracy: 0.5102, Validation Accuracy: 0.5359, Loss: 1.0421 Epoch 1 Batch 495/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5348, Loss: 1.0770 Epoch 1 Batch 496/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5337, Loss: 1.1269 Epoch 1 Batch 497/1077 - Train Accuracy: 0.4585, Validation Accuracy: 0.5366, Loss: 1.1666 Epoch 1 Batch 498/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5458, Loss: 1.0663 Epoch 1 Batch 499/1077 - Train Accuracy: 0.5212, Validation Accuracy: 0.5376, Loss: 1.0111 Epoch 1 Batch 500/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5394, Loss: 1.0642 Epoch 1 Batch 501/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5394, Loss: 1.0818 Epoch 1 Batch 502/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5440, Loss: 1.0446 Epoch 1 Batch 503/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5408, Loss: 1.0572 Epoch 1 Batch 504/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5430, Loss: 1.0733 Epoch 1 Batch 505/1077 - Train Accuracy: 0.5428, Validation Accuracy: 0.5494, Loss: 0.9843 Epoch 1 Batch 506/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5494, Loss: 1.0591 Epoch 1 Batch 507/1077 - Train Accuracy: 0.4816, Validation Accuracy: 0.5465, Loss: 1.0631 Epoch 1 Batch 508/1077 - Train Accuracy: 0.5167, Validation Accuracy: 0.5504, Loss: 1.0240 Epoch 1 Batch 509/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5529, Loss: 1.0615 Epoch 1 Batch 510/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5476, Loss: 1.0622 Epoch 1 Batch 511/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5483, Loss: 1.1044 Epoch 1 Batch 512/1077 - Train Accuracy: 0.5152, Validation Accuracy: 0.5504, Loss: 1.0969 Epoch 1 Batch 513/1077 - Train Accuracy: 0.5328, Validation Accuracy: 0.5533, Loss: 1.0767 Epoch 1 Batch 514/1077 - Train Accuracy: 0.4988, Validation Accuracy: 0.5646, Loss: 1.0814 Epoch 1 Batch 515/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5689, Loss: 1.0932 Epoch 1 Batch 516/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.5646, Loss: 0.9898 Epoch 1 Batch 517/1077 - Train Accuracy: 0.5554, Validation Accuracy: 0.5558, Loss: 1.0279 Epoch 1 Batch 518/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5536, Loss: 1.0206 Epoch 1 Batch 519/1077 - Train Accuracy: 0.5070, Validation Accuracy: 0.5561, Loss: 1.0890 Epoch 1 Batch 520/1077 - Train Accuracy: 0.5476, Validation Accuracy: 0.5661, Loss: 1.0229 Epoch 1 Batch 521/1077 - Train Accuracy: 0.5339, Validation Accuracy: 0.5710, Loss: 1.0600 Epoch 1 Batch 522/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5728, Loss: 1.0871 Epoch 1 Batch 523/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5618, Loss: 1.0763 Epoch 1 Batch 524/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5575, Loss: 1.0844 Epoch 1 Batch 525/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5572, Loss: 1.0908 Epoch 1 Batch 526/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5621, Loss: 1.0994 Epoch 1 Batch 527/1077 - Train Accuracy: 0.5095, Validation Accuracy: 0.5657, Loss: 1.0995 Epoch 1 Batch 528/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5700, Loss: 1.0568 Epoch 1 Batch 529/1077 - Train Accuracy: 0.5168, Validation Accuracy: 0.5643, Loss: 1.0454 Epoch 1 Batch 530/1077 - Train Accuracy: 0.4977, Validation Accuracy: 0.5639, Loss: 1.0740 Epoch 1 Batch 531/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5550, Loss: 1.0501 Epoch 1 Batch 532/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5547, Loss: 1.1038 Epoch 1 Batch 533/1077 - Train Accuracy: 0.5203, Validation Accuracy: 0.5533, Loss: 1.0658 Epoch 1 Batch 534/1077 - Train Accuracy: 0.5253, Validation Accuracy: 0.5494, Loss: 1.0377 Epoch 1 Batch 535/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5511, Loss: 1.0427 Epoch 1 Batch 536/1077 - Train Accuracy: 0.5102, Validation Accuracy: 0.5547, Loss: 1.0609 Epoch 1 Batch 537/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5554, Loss: 1.0763 Epoch 1 Batch 538/1077 - Train Accuracy: 0.5640, Validation Accuracy: 0.5579, Loss: 0.9698 Epoch 1 Batch 539/1077 - Train Accuracy: 0.5211, Validation Accuracy: 0.5568, Loss: 1.0633 Epoch 1 Batch 540/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5511, Loss: 1.0323 Epoch 1 Batch 541/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5433, Loss: 1.0936 Epoch 1 Batch 542/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5426, Loss: 1.0426 Epoch 1 Batch 543/1077 - Train Accuracy: 0.5125, Validation Accuracy: 0.5419, Loss: 1.0570 Epoch 1 Batch 544/1077 - Train Accuracy: 0.5027, Validation Accuracy: 0.5455, Loss: 1.0660 Epoch 1 Batch 545/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5437, Loss: 1.1102 Epoch 1 Batch 546/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5483, Loss: 1.1188 Epoch 1 Batch 547/1077 - Train Accuracy: 0.5262, Validation Accuracy: 0.5412, Loss: 1.0516 Epoch 1 Batch 548/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5408, Loss: 1.0624 Epoch 1 Batch 549/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5401, Loss: 1.1116 Epoch 1 Batch 550/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5419, Loss: 1.0835 Epoch 1 Batch 551/1077 - Train Accuracy: 0.5098, Validation Accuracy: 0.5522, Loss: 1.0746 Epoch 1 Batch 552/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5504, Loss: 1.0478 Epoch 1 Batch 553/1077 - Train Accuracy: 0.5406, Validation Accuracy: 0.5469, Loss: 1.0497 Epoch 1 Batch 554/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5522, Loss: 1.0605 Epoch 1 Batch 555/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5472, Loss: 1.0217 Epoch 1 Batch 556/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5479, Loss: 1.0430 Epoch 1 Batch 557/1077 - Train Accuracy: 0.5207, Validation Accuracy: 0.5511, Loss: 1.0215 Epoch 1 Batch 558/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5494, Loss: 1.0155 Epoch 1 Batch 559/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5483, Loss: 1.0304 Epoch 1 Batch 560/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5462, Loss: 1.0237 Epoch 1 Batch 561/1077 - Train Accuracy: 0.5621, Validation Accuracy: 0.5529, Loss: 1.0063 Epoch 1 Batch 562/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.5632, Loss: 0.9729 Epoch 1 Batch 563/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5614, Loss: 1.0831 Epoch 1 Batch 564/1077 - Train Accuracy: 0.5292, Validation Accuracy: 0.5636, Loss: 1.0895 Epoch 1 Batch 565/1077 - Train Accuracy: 0.5376, Validation Accuracy: 0.5607, Loss: 1.0353 Epoch 1 Batch 566/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5522, Loss: 1.0294 Epoch 1 Batch 567/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5614, Loss: 1.0279 Epoch 1 Batch 568/1077 - Train Accuracy: 0.5449, Validation Accuracy: 0.5600, Loss: 0.9828 Epoch 1 Batch 569/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5614, Loss: 1.0427 Epoch 1 Batch 570/1077 - Train Accuracy: 0.4951, Validation Accuracy: 0.5547, Loss: 1.0676 Epoch 1 Batch 571/1077 - Train Accuracy: 0.5525, Validation Accuracy: 0.5575, Loss: 0.9721 Epoch 1 Batch 572/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5632, Loss: 1.0012 Epoch 1 Batch 573/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5508, Loss: 1.0544 Epoch 1 Batch 574/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5550, Loss: 1.0749 Epoch 1 Batch 575/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5490, Loss: 1.0039 Epoch 1 Batch 576/1077 - Train Accuracy: 0.5201, Validation Accuracy: 0.5565, Loss: 1.0860 Epoch 1 Batch 577/1077 - Train Accuracy: 0.5041, Validation Accuracy: 0.5657, Loss: 1.0925 Epoch 1 Batch 578/1077 - Train Accuracy: 0.4906, Validation Accuracy: 0.5689, Loss: 1.0687 Epoch 1 Batch 579/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5621, Loss: 1.0085 Epoch 1 Batch 580/1077 - Train Accuracy: 0.5439, Validation Accuracy: 0.5547, Loss: 0.9858 Epoch 1 Batch 581/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5579, Loss: 1.0221 Epoch 1 Batch 582/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5487, Loss: 1.0556 Epoch 1 Batch 583/1077 - Train Accuracy: 0.4675, Validation Accuracy: 0.5487, Loss: 1.0744 Epoch 1 Batch 584/1077 - Train Accuracy: 0.5048, Validation Accuracy: 0.5565, Loss: 1.0482 Epoch 1 Batch 585/1077 - Train Accuracy: 0.5618, Validation Accuracy: 0.5430, Loss: 0.9448 Epoch 1 Batch 586/1077 - Train Accuracy: 0.4774, Validation Accuracy: 0.5543, Loss: 1.1168 Epoch 1 Batch 587/1077 - Train Accuracy: 0.4985, Validation Accuracy: 0.5589, Loss: 1.0107 Epoch 1 Batch 588/1077 - Train Accuracy: 0.5328, Validation Accuracy: 0.5522, Loss: 1.0234 Epoch 1 Batch 589/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5384, Loss: 1.0811 Epoch 1 Batch 590/1077 - Train Accuracy: 0.4930, Validation Accuracy: 0.5412, Loss: 1.0719 Epoch 1 Batch 591/1077 - Train Accuracy: 0.5369, Validation Accuracy: 0.5451, Loss: 0.9657 Epoch 1 Batch 592/1077 - Train Accuracy: 0.5437, Validation Accuracy: 0.5593, Loss: 1.0264 Epoch 1 Batch 593/1077 - Train Accuracy: 0.5554, Validation Accuracy: 0.5600, Loss: 0.9735 Epoch 1 Batch 594/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5572, Loss: 1.0504 Epoch 1 Batch 595/1077 - Train Accuracy: 0.4863, Validation Accuracy: 0.5597, Loss: 1.0782 Epoch 1 Batch 596/1077 - Train Accuracy: 0.5289, Validation Accuracy: 0.5597, Loss: 1.0566 Epoch 1 Batch 597/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5536, Loss: 1.0639 Epoch 1 Batch 598/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5558, Loss: 1.0259 Epoch 1 Batch 599/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5614, Loss: 1.0752 Epoch 1 Batch 600/1077 - Train Accuracy: 0.5353, Validation Accuracy: 0.5533, Loss: 0.9901 Epoch 1 Batch 601/1077 - Train Accuracy: 0.5439, Validation Accuracy: 0.5547, Loss: 0.9791 Epoch 1 Batch 602/1077 - Train Accuracy: 0.5352, Validation Accuracy: 0.5568, Loss: 1.0083 Epoch 1 Batch 603/1077 - Train Accuracy: 0.5257, Validation Accuracy: 0.5586, Loss: 1.0239 Epoch 1 Batch 604/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5575, Loss: 1.0739 Epoch 1 Batch 605/1077 - Train Accuracy: 0.4942, Validation Accuracy: 0.5529, Loss: 1.0811 Epoch 1 Batch 606/1077 - Train Accuracy: 0.5376, Validation Accuracy: 0.5515, Loss: 0.9471 Epoch 1 Batch 607/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.5504, Loss: 0.9440 Epoch 1 Batch 608/1077 - Train Accuracy: 0.5152, Validation Accuracy: 0.5554, Loss: 1.0494 Epoch 1 Batch 609/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5479, Loss: 1.0369 Epoch 1 Batch 610/1077 - Train Accuracy: 0.5021, Validation Accuracy: 0.5472, Loss: 1.0699 Epoch 1 Batch 611/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5465, Loss: 1.0520 Epoch 1 Batch 612/1077 - Train Accuracy: 0.5450, Validation Accuracy: 0.5405, Loss: 0.9631 Epoch 1 Batch 613/1077 - Train Accuracy: 0.5012, Validation Accuracy: 0.5426, Loss: 1.0572 Epoch 1 Batch 614/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.5447, Loss: 0.9717 Epoch 1 Batch 615/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.5444, Loss: 0.9828 Epoch 1 Batch 616/1077 - Train Accuracy: 0.4502, Validation Accuracy: 0.5479, Loss: 1.0738 Epoch 1 Batch 617/1077 - Train Accuracy: 0.5212, Validation Accuracy: 0.5504, Loss: 1.0159 Epoch 1 Batch 618/1077 - Train Accuracy: 0.5125, Validation Accuracy: 0.5490, Loss: 1.0011 Epoch 1 Batch 619/1077 - Train Accuracy: 0.4572, Validation Accuracy: 0.5550, Loss: 1.0859 Epoch 1 Batch 620/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5607, Loss: 1.0207 Epoch 1 Batch 621/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5643, Loss: 1.0344 Epoch 1 Batch 622/1077 - Train Accuracy: 0.4877, Validation Accuracy: 0.5611, Loss: 1.0434 Epoch 1 Batch 623/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5575, Loss: 1.0273 Epoch 1 Batch 624/1077 - Train Accuracy: 0.5476, Validation Accuracy: 0.5575, Loss: 0.9561 Epoch 1 Batch 625/1077 - Train Accuracy: 0.5449, Validation Accuracy: 0.5526, Loss: 1.0073 Epoch 1 Batch 626/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.5543, Loss: 0.9231 Epoch 1 Batch 627/1077 - Train Accuracy: 0.5371, Validation Accuracy: 0.5572, Loss: 0.9943 Epoch 1 Batch 628/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5565, Loss: 1.0631 Epoch 1 Batch 629/1077 - Train Accuracy: 0.4947, Validation Accuracy: 0.5547, Loss: 1.0332 Epoch 1 Batch 630/1077 - Train Accuracy: 0.5328, Validation Accuracy: 0.5558, Loss: 1.0049 Epoch 1 Batch 631/1077 - Train Accuracy: 0.5112, Validation Accuracy: 0.5547, Loss: 1.0070 Epoch 1 Batch 632/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5604, Loss: 1.0041 Epoch 1 Batch 633/1077 - Train Accuracy: 0.5277, Validation Accuracy: 0.5582, Loss: 1.0159 Epoch 1 Batch 634/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5565, Loss: 0.9771 Epoch 1 Batch 635/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5568, Loss: 1.0746 Epoch 1 Batch 636/1077 - Train Accuracy: 0.5641, Validation Accuracy: 0.5593, Loss: 0.9771 Epoch 1 Batch 637/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5600, Loss: 1.0033 Epoch 1 Batch 638/1077 - Train Accuracy: 0.5089, Validation Accuracy: 0.5607, Loss: 0.9890 Epoch 1 Batch 639/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5646, Loss: 1.0017 Epoch 1 Batch 640/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5643, Loss: 0.9734 Epoch 1 Batch 641/1077 - Train Accuracy: 0.5195, Validation Accuracy: 0.5614, Loss: 1.0093 Epoch 1 Batch 642/1077 - Train Accuracy: 0.5443, Validation Accuracy: 0.5618, Loss: 0.9869 Epoch 1 Batch 643/1077 - Train Accuracy: 0.5167, Validation Accuracy: 0.5625, Loss: 0.9647 Epoch 1 Batch 644/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5604, Loss: 0.9801 Epoch 1 Batch 645/1077 - Train Accuracy: 0.5249, Validation Accuracy: 0.5604, Loss: 0.9916 Epoch 1 Batch 646/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.5700, Loss: 1.0032 Epoch 1 Batch 647/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5643, Loss: 1.0054 Epoch 1 Batch 648/1077 - Train Accuracy: 0.5342, Validation Accuracy: 0.5636, Loss: 0.9713 Epoch 1 Batch 649/1077 - Train Accuracy: 0.4867, Validation Accuracy: 0.5689, Loss: 1.0561 Epoch 1 Batch 650/1077 - Train Accuracy: 0.5004, Validation Accuracy: 0.5561, Loss: 1.0120 Epoch 1 Batch 651/1077 - Train Accuracy: 0.5175, Validation Accuracy: 0.5572, Loss: 0.9786 Epoch 1 Batch 652/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5611, Loss: 1.0774 Epoch 1 Batch 653/1077 - Train Accuracy: 0.5375, Validation Accuracy: 0.5575, Loss: 0.9957 Epoch 1 Batch 654/1077 - Train Accuracy: 0.5152, Validation Accuracy: 0.5487, Loss: 0.9640 Epoch 1 Batch 655/1077 - Train Accuracy: 0.5109, Validation Accuracy: 0.5518, Loss: 1.0099 Epoch 1 Batch 656/1077 - Train Accuracy: 0.5375, Validation Accuracy: 0.5607, Loss: 1.0080 Epoch 1 Batch 657/1077 - Train Accuracy: 0.4984, Validation Accuracy: 0.5600, Loss: 1.0273 Epoch 1 Batch 658/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.5593, Loss: 0.9590 Epoch 1 Batch 659/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5547, Loss: 0.9496 Epoch 1 Batch 660/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5526, Loss: 1.0239 Epoch 1 Batch 661/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5572, Loss: 0.9243 Epoch 1 Batch 662/1077 - Train Accuracy: 0.5167, Validation Accuracy: 0.5536, Loss: 0.9633 Epoch 1 Batch 663/1077 - Train Accuracy: 0.4949, Validation Accuracy: 0.5582, Loss: 0.9683 Epoch 1 Batch 664/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5593, Loss: 0.9678 Epoch 1 Batch 665/1077 - Train Accuracy: 0.5020, Validation Accuracy: 0.5504, Loss: 0.9911 Epoch 1 Batch 666/1077 - Train Accuracy: 0.4815, Validation Accuracy: 0.5483, Loss: 1.0523 Epoch 1 Batch 667/1077 - Train Accuracy: 0.5136, Validation Accuracy: 0.5426, Loss: 1.0335 Epoch 1 Batch 668/1077 - Train Accuracy: 0.5342, Validation Accuracy: 0.5536, Loss: 0.9732 Epoch 1 Batch 669/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5558, Loss: 0.9822 Epoch 1 Batch 670/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.5572, Loss: 0.9033 Epoch 1 Batch 671/1077 - Train Accuracy: 0.4786, Validation Accuracy: 0.5554, Loss: 1.0547 Epoch 1 Batch 672/1077 - Train Accuracy: 0.5413, Validation Accuracy: 0.5536, Loss: 0.9564 Epoch 1 Batch 673/1077 - Train Accuracy: 0.5487, Validation Accuracy: 0.5643, Loss: 0.9759 Epoch 1 Batch 674/1077 - Train Accuracy: 0.5336, Validation Accuracy: 0.5565, Loss: 0.9841 Epoch 1 Batch 675/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5593, Loss: 0.9858 Epoch 1 Batch 676/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5586, Loss: 1.0261 Epoch 1 Batch 677/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5568, Loss: 1.0432 Epoch 1 Batch 678/1077 - Train Accuracy: 0.5201, Validation Accuracy: 0.5568, Loss: 0.9552 Epoch 1 Batch 679/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5522, Loss: 1.0307 Epoch 1 Batch 680/1077 - Train Accuracy: 0.5100, Validation Accuracy: 0.5554, Loss: 0.9686 Epoch 1 Batch 681/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.5561, Loss: 1.0059 Epoch 1 Batch 682/1077 - Train Accuracy: 0.4945, Validation Accuracy: 0.5568, Loss: 0.9957 Epoch 1 Batch 683/1077 - Train Accuracy: 0.4895, Validation Accuracy: 0.5625, Loss: 0.9924 Epoch 1 Batch 684/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5593, Loss: 0.9748 Epoch 1 Batch 685/1077 - Train Accuracy: 0.5055, Validation Accuracy: 0.5572, Loss: 1.0160 Epoch 1 Batch 686/1077 - Train Accuracy: 0.5603, Validation Accuracy: 0.5511, Loss: 0.9320 Epoch 1 Batch 687/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5547, Loss: 1.0303 Epoch 1 Batch 688/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5508, Loss: 0.9484 Epoch 1 Batch 689/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5522, Loss: 0.9629 Epoch 1 Batch 690/1077 - Train Accuracy: 0.5336, Validation Accuracy: 0.5568, Loss: 0.9747 Epoch 1 Batch 691/1077 - Train Accuracy: 0.5037, Validation Accuracy: 0.5589, Loss: 1.0268 Epoch 1 Batch 692/1077 - Train Accuracy: 0.5450, Validation Accuracy: 0.5536, Loss: 0.9329 Epoch 1 Batch 693/1077 - Train Accuracy: 0.4708, Validation Accuracy: 0.5526, Loss: 1.0773 Epoch 1 Batch 694/1077 - Train Accuracy: 0.5186, Validation Accuracy: 0.5579, Loss: 0.9687 Epoch 1 Batch 695/1077 - Train Accuracy: 0.5191, Validation Accuracy: 0.5597, Loss: 0.9544 Epoch 1 Batch 696/1077 - Train Accuracy: 0.5090, Validation Accuracy: 0.5550, Loss: 1.0644 Epoch 1 Batch 697/1077 - Train Accuracy: 0.5109, Validation Accuracy: 0.5575, Loss: 0.9714 Epoch 1 Batch 698/1077 - Train Accuracy: 0.5030, Validation Accuracy: 0.5547, Loss: 0.9674 Epoch 1 Batch 699/1077 - Train Accuracy: 0.4749, Validation Accuracy: 0.5579, Loss: 1.0210 Epoch 1 Batch 700/1077 - Train Accuracy: 0.5133, Validation Accuracy: 0.5582, Loss: 0.9555 Epoch 1 Batch 701/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5586, Loss: 1.0314 Epoch 1 Batch 702/1077 - Train Accuracy: 0.5331, Validation Accuracy: 0.5621, Loss: 0.9832 Epoch 1 Batch 703/1077 - Train Accuracy: 0.4813, Validation Accuracy: 0.5547, Loss: 1.0171 Epoch 1 Batch 704/1077 - Train Accuracy: 0.5094, Validation Accuracy: 0.5568, Loss: 1.0152 Epoch 1 Batch 705/1077 - Train Accuracy: 0.5304, Validation Accuracy: 0.5568, Loss: 1.0388 Epoch 1 Batch 706/1077 - Train Accuracy: 0.5331, Validation Accuracy: 0.5604, Loss: 0.9598 Epoch 1 Batch 707/1077 - Train Accuracy: 0.5281, Validation Accuracy: 0.5561, Loss: 0.9830 Epoch 1 Batch 708/1077 - Train Accuracy: 0.5344, Validation Accuracy: 0.5561, Loss: 0.9743 Epoch 1 Batch 709/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5558, Loss: 1.0348 Epoch 1 Batch 710/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5536, Loss: 0.9701 Epoch 1 Batch 711/1077 - Train Accuracy: 0.4941, Validation Accuracy: 0.5579, Loss: 1.0428 Epoch 1 Batch 712/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5600, Loss: 0.9733 Epoch 1 Batch 713/1077 - Train Accuracy: 0.5650, Validation Accuracy: 0.5607, Loss: 0.8850 Epoch 1 Batch 714/1077 - Train Accuracy: 0.4851, Validation Accuracy: 0.5490, Loss: 1.0125 Epoch 1 Batch 715/1077 - Train Accuracy: 0.5035, Validation Accuracy: 0.5540, Loss: 1.0407 Epoch 1 Batch 716/1077 - Train Accuracy: 0.5359, Validation Accuracy: 0.5476, Loss: 0.9515 Epoch 1 Batch 717/1077 - Train Accuracy: 0.4692, Validation Accuracy: 0.5298, Loss: 0.9782 Epoch 1 Batch 718/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5337, Loss: 1.0262 Epoch 1 Batch 719/1077 - Train Accuracy: 0.5249, Validation Accuracy: 0.5437, Loss: 0.9538 Epoch 1 Batch 720/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5668, Loss: 1.0395 Epoch 1 Batch 721/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5597, Loss: 1.0090 Epoch 1 Batch 722/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5618, Loss: 0.9938 Epoch 1 Batch 723/1077 - Train Accuracy: 0.5499, Validation Accuracy: 0.5586, Loss: 0.9556 Epoch 1 Batch 724/1077 - Train Accuracy: 0.4893, Validation Accuracy: 0.5387, Loss: 1.0260 Epoch 1 Batch 725/1077 - Train Accuracy: 0.4900, Validation Accuracy: 0.5440, Loss: 0.9327 Epoch 1 Batch 726/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5529, Loss: 0.9659 Epoch 1 Batch 727/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5668, Loss: 0.9424 Epoch 1 Batch 728/1077 - Train Accuracy: 0.5045, Validation Accuracy: 0.5540, Loss: 0.9606 Epoch 1 Batch 729/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5646, Loss: 1.0193 Epoch 1 Batch 730/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5550, Loss: 0.9727 Epoch 1 Batch 731/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5664, Loss: 0.9836 Epoch 1 Batch 732/1077 - Train Accuracy: 0.4856, Validation Accuracy: 0.5611, Loss: 1.0587 Epoch 1 Batch 733/1077 - Train Accuracy: 0.5098, Validation Accuracy: 0.5490, Loss: 0.9868 Epoch 1 Batch 734/1077 - Train Accuracy: 0.4951, Validation Accuracy: 0.5611, Loss: 1.0204 Epoch 1 Batch 735/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5614, Loss: 0.9867 Epoch 1 Batch 736/1077 - Train Accuracy: 0.5037, Validation Accuracy: 0.5657, Loss: 0.9625 Epoch 1 Batch 737/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5579, Loss: 0.9959 Epoch 1 Batch 738/1077 - Train Accuracy: 0.5798, Validation Accuracy: 0.5533, Loss: 0.8326 Epoch 1 Batch 739/1077 - Train Accuracy: 0.5094, Validation Accuracy: 0.5621, Loss: 0.9440 Epoch 1 Batch 740/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.5653, Loss: 0.9535 Epoch 1 Batch 741/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5668, Loss: 0.9599 Epoch 1 Batch 742/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5597, Loss: 0.9905 Epoch 1 Batch 743/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5572, Loss: 0.9794 Epoch 1 Batch 744/1077 - Train Accuracy: 0.5528, Validation Accuracy: 0.5565, Loss: 0.9273 Epoch 1 Batch 745/1077 - Train Accuracy: 0.5285, Validation Accuracy: 0.5572, Loss: 0.9701 Epoch 1 Batch 746/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5586, Loss: 0.9380 Epoch 1 Batch 747/1077 - Train Accuracy: 0.5133, Validation Accuracy: 0.5611, Loss: 0.9371 Epoch 1 Batch 748/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5607, Loss: 0.9603 Epoch 1 Batch 749/1077 - Train Accuracy: 0.5066, Validation Accuracy: 0.5586, Loss: 1.0017 Epoch 1 Batch 750/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5579, Loss: 0.9516 Epoch 1 Batch 751/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5554, Loss: 0.9542 Epoch 1 Batch 752/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5597, Loss: 0.8794 Epoch 1 Batch 753/1077 - Train Accuracy: 0.5441, Validation Accuracy: 0.5589, Loss: 0.9607 Epoch 1 Batch 754/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.5643, Loss: 0.9682 Epoch 1 Batch 755/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5668, Loss: 0.9461 Epoch 1 Batch 756/1077 - Train Accuracy: 0.5418, Validation Accuracy: 0.5582, Loss: 0.9220 Epoch 1 Batch 757/1077 - Train Accuracy: 0.4955, Validation Accuracy: 0.5565, Loss: 0.9769 Epoch 1 Batch 758/1077 - Train Accuracy: 0.5454, Validation Accuracy: 0.5526, Loss: 0.9128 Epoch 1 Batch 759/1077 - Train Accuracy: 0.5413, Validation Accuracy: 0.5607, Loss: 0.9009 Epoch 1 Batch 760/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5618, Loss: 0.9893 Epoch 1 Batch 761/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5586, Loss: 0.9966 Epoch 1 Batch 762/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5561, Loss: 0.9351 Epoch 1 Batch 763/1077 - Train Accuracy: 0.5060, Validation Accuracy: 0.5550, Loss: 0.9218 Epoch 1 Batch 764/1077 - Train Accuracy: 0.4733, Validation Accuracy: 0.5547, Loss: 0.9906 Epoch 1 Batch 765/1077 - Train Accuracy: 0.5250, Validation Accuracy: 0.5547, Loss: 0.9111 Epoch 1 Batch 766/1077 - Train Accuracy: 0.4934, Validation Accuracy: 0.5497, Loss: 0.9922 Epoch 1 Batch 767/1077 - Train Accuracy: 0.5492, Validation Accuracy: 0.5483, Loss: 0.9280 Epoch 1 Batch 768/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5483, Loss: 0.9615 Epoch 1 Batch 769/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5455, Loss: 0.9898 Epoch 1 Batch 770/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5511, Loss: 0.9275 Epoch 1 Batch 771/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5572, Loss: 0.9914 Epoch 1 Batch 772/1077 - Train Accuracy: 0.5249, Validation Accuracy: 0.5579, Loss: 0.9220 Epoch 1 Batch 773/1077 - Train Accuracy: 0.5180, Validation Accuracy: 0.5565, Loss: 0.9406 Epoch 1 Batch 774/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5483, Loss: 0.9730 Epoch 1 Batch 775/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5501, Loss: 0.9510 Epoch 1 Batch 776/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5572, Loss: 0.9645 Epoch 1 Batch 777/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5582, Loss: 0.9621 Epoch 1 Batch 778/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5579, Loss: 0.9198 Epoch 1 Batch 779/1077 - Train Accuracy: 0.5211, Validation Accuracy: 0.5550, Loss: 0.9845 Epoch 1 Batch 780/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5558, Loss: 0.9911 Epoch 1 Batch 781/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.5518, Loss: 0.8772 Epoch 1 Batch 782/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5554, Loss: 0.9149 Epoch 1 Batch 783/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5536, Loss: 0.9366 Epoch 1 Batch 784/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5515, Loss: 0.9649 Epoch 1 Batch 785/1077 - Train Accuracy: 0.5208, Validation Accuracy: 0.5501, Loss: 0.9003 Epoch 1 Batch 786/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5529, Loss: 0.9849 Epoch 1 Batch 787/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5529, Loss: 0.8836 Epoch 1 Batch 788/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5611, Loss: 0.9238 Epoch 1 Batch 789/1077 - Train Accuracy: 0.4877, Validation Accuracy: 0.5646, Loss: 0.9867 Epoch 1 Batch 790/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5600, Loss: 1.0079 Epoch 1 Batch 791/1077 - Train Accuracy: 0.5375, Validation Accuracy: 0.5518, Loss: 0.9570 Epoch 1 Batch 792/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5575, Loss: 0.9870 Epoch 1 Batch 793/1077 - Train Accuracy: 0.5359, Validation Accuracy: 0.5550, Loss: 0.9269 Epoch 1 Batch 794/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5561, Loss: 0.9325 Epoch 1 Batch 795/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5547, Loss: 0.9779 Epoch 1 Batch 796/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5543, Loss: 0.9849 Epoch 1 Batch 797/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5536, Loss: 0.9295 Epoch 1 Batch 798/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5533, Loss: 0.9775 Epoch 1 Batch 799/1077 - Train Accuracy: 0.5121, Validation Accuracy: 0.5497, Loss: 0.9947 Epoch 1 Batch 800/1077 - Train Accuracy: 0.4785, Validation Accuracy: 0.5487, Loss: 0.9575 Epoch 1 Batch 801/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5479, Loss: 0.9840 Epoch 1 Batch 802/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.5508, Loss: 0.9291 Epoch 1 Batch 803/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5597, Loss: 0.9472 Epoch 1 Batch 804/1077 - Train Accuracy: 0.5223, Validation Accuracy: 0.5636, Loss: 0.9589 Epoch 1 Batch 805/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5597, Loss: 0.9492 Epoch 1 Batch 806/1077 - Train Accuracy: 0.5185, Validation Accuracy: 0.5629, Loss: 0.9493 Epoch 1 Batch 807/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.5550, Loss: 0.9419 Epoch 1 Batch 808/1077 - Train Accuracy: 0.5125, Validation Accuracy: 0.5547, Loss: 0.9626 Epoch 1 Batch 809/1077 - Train Accuracy: 0.4823, Validation Accuracy: 0.5543, Loss: 0.9938 Epoch 1 Batch 810/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5575, Loss: 0.8957 Epoch 1 Batch 811/1077 - Train Accuracy: 0.5357, Validation Accuracy: 0.5604, Loss: 0.8868 Epoch 1 Batch 812/1077 - Train Accuracy: 0.5152, Validation Accuracy: 0.5607, Loss: 0.9719 Epoch 1 Batch 813/1077 - Train Accuracy: 0.5112, Validation Accuracy: 0.5614, Loss: 0.9146 Epoch 1 Batch 814/1077 - Train Accuracy: 0.5285, Validation Accuracy: 0.5632, Loss: 0.9670 Epoch 1 Batch 815/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5593, Loss: 0.9153 Epoch 1 Batch 816/1077 - Train Accuracy: 0.5436, Validation Accuracy: 0.5607, Loss: 0.9545 Epoch 1 Batch 817/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5600, Loss: 1.0062 Epoch 1 Batch 818/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5621, Loss: 0.9639 Epoch 1 Batch 819/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5639, Loss: 0.9264 Epoch 1 Batch 820/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5600, Loss: 0.9539 Epoch 1 Batch 821/1077 - Train Accuracy: 0.5195, Validation Accuracy: 0.5607, Loss: 0.9115 Epoch 1 Batch 822/1077 - Train Accuracy: 0.5254, Validation Accuracy: 0.5607, Loss: 0.9196 Epoch 1 Batch 823/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5597, Loss: 0.9513 Epoch 1 Batch 824/1077 - Train Accuracy: 0.5171, Validation Accuracy: 0.5593, Loss: 0.8959 Epoch 1 Batch 825/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5589, Loss: 0.9395 Epoch 1 Batch 826/1077 - Train Accuracy: 0.5558, Validation Accuracy: 0.5565, Loss: 0.8725 Epoch 1 Batch 827/1077 - Train Accuracy: 0.4873, Validation Accuracy: 0.5572, Loss: 1.0352 Epoch 1 Batch 828/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5621, Loss: 0.9441 Epoch 1 Batch 829/1077 - Train Accuracy: 0.5035, Validation Accuracy: 0.5533, Loss: 0.9719 Epoch 1 Batch 830/1077 - Train Accuracy: 0.5176, Validation Accuracy: 0.5629, Loss: 0.9179 Epoch 1 Batch 831/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5568, Loss: 0.9693 Epoch 1 Batch 832/1077 - Train Accuracy: 0.5172, Validation Accuracy: 0.5614, Loss: 0.9280 Epoch 1 Batch 833/1077 - Train Accuracy: 0.5109, Validation Accuracy: 0.5533, Loss: 0.9462 Epoch 1 Batch 834/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5575, Loss: 0.8821 Epoch 1 Batch 835/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5526, Loss: 0.9478 Epoch 1 Batch 836/1077 - Train Accuracy: 0.4696, Validation Accuracy: 0.5515, Loss: 0.9930 Epoch 1 Batch 837/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5490, Loss: 0.9929 Epoch 1 Batch 838/1077 - Train Accuracy: 0.4977, Validation Accuracy: 0.5533, Loss: 0.9090 Epoch 1 Batch 839/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5529, Loss: 0.9123 Epoch 1 Batch 840/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5547, Loss: 0.9176 Epoch 1 Batch 841/1077 - Train Accuracy: 0.5266, Validation Accuracy: 0.5497, Loss: 0.9151 Epoch 1 Batch 842/1077 - Train Accuracy: 0.4941, Validation Accuracy: 0.5522, Loss: 0.9162 Epoch 1 Batch 843/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5529, Loss: 0.8893 Epoch 1 Batch 844/1077 - Train Accuracy: 0.5201, Validation Accuracy: 0.5508, Loss: 0.9020 Epoch 1 Batch 845/1077 - Train Accuracy: 0.5090, Validation Accuracy: 0.5504, Loss: 0.9176 Epoch 1 Batch 846/1077 - Train Accuracy: 0.5203, Validation Accuracy: 0.5501, Loss: 0.9115 Epoch 1 Batch 847/1077 - Train Accuracy: 0.5352, Validation Accuracy: 0.5536, Loss: 0.9152 Epoch 1 Batch 848/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.5550, Loss: 0.9326 Epoch 1 Batch 849/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5547, Loss: 0.9103 Epoch 1 Batch 850/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5547, Loss: 0.9639 Epoch 1 Batch 851/1077 - Train Accuracy: 0.5558, Validation Accuracy: 0.5526, Loss: 0.8732 Epoch 1 Batch 852/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5518, Loss: 0.9369 Epoch 1 Batch 853/1077 - Train Accuracy: 0.5492, Validation Accuracy: 0.5579, Loss: 0.8668 Epoch 1 Batch 854/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5526, Loss: 0.9250 Epoch 1 Batch 855/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5529, Loss: 0.9142 Epoch 1 Batch 856/1077 - Train Accuracy: 0.5098, Validation Accuracy: 0.5611, Loss: 0.9284 Epoch 1 Batch 857/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5607, Loss: 0.8965 Epoch 1 Batch 858/1077 - Train Accuracy: 0.5562, Validation Accuracy: 0.5533, Loss: 0.8839 Epoch 1 Batch 859/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5540, Loss: 0.9316 Epoch 1 Batch 860/1077 - Train Accuracy: 0.5126, Validation Accuracy: 0.5550, Loss: 0.9031 Epoch 1 Batch 861/1077 - Train Accuracy: 0.5184, Validation Accuracy: 0.5536, Loss: 0.9091 Epoch 1 Batch 862/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5597, Loss: 0.9097 Epoch 1 Batch 863/1077 - Train Accuracy: 0.5363, Validation Accuracy: 0.5618, Loss: 0.9041 Epoch 1 Batch 864/1077 - Train Accuracy: 0.5156, Validation Accuracy: 0.5558, Loss: 0.9091 Epoch 1 Batch 865/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5543, Loss: 0.8374 Epoch 1 Batch 866/1077 - Train Accuracy: 0.5130, Validation Accuracy: 0.5550, Loss: 0.8964 Epoch 1 Batch 867/1077 - Train Accuracy: 0.4871, Validation Accuracy: 0.5515, Loss: 0.9690 Epoch 1 Batch 868/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5526, Loss: 0.9228 Epoch 1 Batch 869/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5565, Loss: 0.9470 Epoch 1 Batch 870/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5589, Loss: 0.9991 Epoch 1 Batch 871/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5621, Loss: 0.9241 Epoch 1 Batch 872/1077 - Train Accuracy: 0.5371, Validation Accuracy: 0.5668, Loss: 0.8870 Epoch 1 Batch 873/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5650, Loss: 0.9416 Epoch 1 Batch 874/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5689, Loss: 0.9334 Epoch 1 Batch 875/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5575, Loss: 0.9402 Epoch 1 Batch 876/1077 - Train Accuracy: 0.4797, Validation Accuracy: 0.5625, Loss: 0.9375 Epoch 1 Batch 877/1077 - Train Accuracy: 0.5121, Validation Accuracy: 0.5568, Loss: 0.9127 Epoch 1 Batch 878/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.5554, Loss: 0.8889 Epoch 1 Batch 879/1077 - Train Accuracy: 0.5348, Validation Accuracy: 0.5614, Loss: 0.8645 Epoch 1 Batch 880/1077 - Train Accuracy: 0.5355, Validation Accuracy: 0.5625, Loss: 0.8977 Epoch 1 Batch 881/1077 - Train Accuracy: 0.4730, Validation Accuracy: 0.5685, Loss: 0.9615 Epoch 1 Batch 882/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5671, Loss: 0.9339 Epoch 1 Batch 883/1077 - Train Accuracy: 0.4581, Validation Accuracy: 0.5614, Loss: 1.0380 Epoch 1 Batch 884/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5621, Loss: 0.8992 Epoch 1 Batch 885/1077 - Train Accuracy: 0.5692, Validation Accuracy: 0.5589, Loss: 0.8095 Epoch 1 Batch 886/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5568, Loss: 0.9353 Epoch 1 Batch 887/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5547, Loss: 0.9635 Epoch 1 Batch 888/1077 - Train Accuracy: 0.5208, Validation Accuracy: 0.5561, Loss: 0.9514 Epoch 1 Batch 889/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5668, Loss: 0.9013 Epoch 1 Batch 890/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.5607, Loss: 0.8616 Epoch 1 Batch 891/1077 - Train Accuracy: 0.4725, Validation Accuracy: 0.5508, Loss: 0.9300 Epoch 1 Batch 892/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5387, Loss: 0.8871 Epoch 1 Batch 893/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5337, Loss: 0.9081 Epoch 1 Batch 894/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5518, Loss: 0.8671 Epoch 1 Batch 895/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5572, Loss: 0.8918 Epoch 1 Batch 896/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5646, Loss: 0.9778 Epoch 1 Batch 897/1077 - Train Accuracy: 0.5558, Validation Accuracy: 0.5632, Loss: 0.8299 Epoch 1 Batch 898/1077 - Train Accuracy: 0.5606, Validation Accuracy: 0.5632, Loss: 0.8646 Epoch 1 Batch 899/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5614, Loss: 0.9119 Epoch 1 Batch 900/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5479, Loss: 0.9510 Epoch 1 Batch 901/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5398, Loss: 0.9200 Epoch 1 Batch 902/1077 - Train Accuracy: 0.5435, Validation Accuracy: 0.5632, Loss: 0.8894 Epoch 1 Batch 903/1077 - Train Accuracy: 0.5586, Validation Accuracy: 0.5653, Loss: 0.8825 Epoch 1 Batch 904/1077 - Train Accuracy: 0.4988, Validation Accuracy: 0.5700, Loss: 0.9330 Epoch 1 Batch 905/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.5692, Loss: 0.8837 Epoch 1 Batch 906/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5653, Loss: 0.9062 Epoch 1 Batch 907/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5639, Loss: 0.8971 Epoch 1 Batch 908/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5657, Loss: 0.9241 Epoch 1 Batch 909/1077 - Train Accuracy: 0.5113, Validation Accuracy: 0.5639, Loss: 0.8913 Epoch 1 Batch 910/1077 - Train Accuracy: 0.5212, Validation Accuracy: 0.5597, Loss: 0.8965 Epoch 1 Batch 911/1077 - Train Accuracy: 0.5550, Validation Accuracy: 0.5593, Loss: 0.8301 Epoch 1 Batch 912/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5586, Loss: 0.9321 Epoch 1 Batch 913/1077 - Train Accuracy: 0.5199, Validation Accuracy: 0.5597, Loss: 0.9314 Epoch 1 Batch 914/1077 - Train Accuracy: 0.6175, Validation Accuracy: 0.5689, Loss: 0.7788 Epoch 1 Batch 915/1077 - Train Accuracy: 0.4663, Validation Accuracy: 0.5671, Loss: 0.9688 Epoch 1 Batch 916/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5678, Loss: 0.9294 Epoch 1 Batch 917/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5685, Loss: 0.9481 Epoch 1 Batch 918/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.5604, Loss: 0.8412 Epoch 1 Batch 919/1077 - Train Accuracy: 0.5333, Validation Accuracy: 0.5565, Loss: 0.8923 Epoch 1 Batch 920/1077 - Train Accuracy: 0.4961, Validation Accuracy: 0.5600, Loss: 0.9131 Epoch 1 Batch 921/1077 - Train Accuracy: 0.4781, Validation Accuracy: 0.5536, Loss: 0.9169 Epoch 1 Batch 922/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5540, Loss: 0.8912 Epoch 1 Batch 923/1077 - Train Accuracy: 0.4683, Validation Accuracy: 0.5565, Loss: 0.9537 Epoch 1 Batch 924/1077 - Train Accuracy: 0.5008, Validation Accuracy: 0.5586, Loss: 0.9677 Epoch 1 Batch 925/1077 - Train Accuracy: 0.5346, Validation Accuracy: 0.5597, Loss: 0.8801 Epoch 1 Batch 926/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.5593, Loss: 0.9283 Epoch 1 Batch 927/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5593, Loss: 0.9357 Epoch 1 Batch 928/1077 - Train Accuracy: 0.5367, Validation Accuracy: 0.5629, Loss: 0.8913 Epoch 1 Batch 929/1077 - Train Accuracy: 0.5027, Validation Accuracy: 0.5589, Loss: 0.9329 Epoch 1 Batch 930/1077 - Train Accuracy: 0.5418, Validation Accuracy: 0.5618, Loss: 0.8930 Epoch 1 Batch 931/1077 - Train Accuracy: 0.5500, Validation Accuracy: 0.5625, Loss: 0.8717 Epoch 1 Batch 932/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5604, Loss: 0.9220 Epoch 1 Batch 933/1077 - Train Accuracy: 0.5230, Validation Accuracy: 0.5625, Loss: 0.9067 Epoch 1 Batch 934/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5597, Loss: 0.9226 Epoch 1 Batch 935/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5625, Loss: 0.9162 Epoch 1 Batch 936/1077 - Train Accuracy: 0.5022, Validation Accuracy: 0.5561, Loss: 0.8799 Epoch 1 Batch 937/1077 - Train Accuracy: 0.5140, Validation Accuracy: 0.5547, Loss: 0.9445 Epoch 1 Batch 938/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5582, Loss: 0.9109 Epoch 1 Batch 939/1077 - Train Accuracy: 0.5195, Validation Accuracy: 0.5607, Loss: 0.9082 Epoch 1 Batch 940/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5607, Loss: 0.9110 Epoch 1 Batch 941/1077 - Train Accuracy: 0.5197, Validation Accuracy: 0.5586, Loss: 0.8340 Epoch 1 Batch 942/1077 - Train Accuracy: 0.4984, Validation Accuracy: 0.5575, Loss: 0.9331 Epoch 1 Batch 943/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5547, Loss: 0.9085 Epoch 1 Batch 944/1077 - Train Accuracy: 0.5175, Validation Accuracy: 0.5533, Loss: 0.8788 Epoch 1 Batch 945/1077 - Train Accuracy: 0.5289, Validation Accuracy: 0.5565, Loss: 0.8909 Epoch 1 Batch 946/1077 - Train Accuracy: 0.4889, Validation Accuracy: 0.5572, Loss: 0.9145 Epoch 1 Batch 947/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5632, Loss: 0.9547 Epoch 1 Batch 948/1077 - Train Accuracy: 0.4984, Validation Accuracy: 0.5618, Loss: 0.8976 Epoch 1 Batch 949/1077 - Train Accuracy: 0.5774, Validation Accuracy: 0.5621, Loss: 0.8186 Epoch 1 Batch 950/1077 - Train Accuracy: 0.5089, Validation Accuracy: 0.5625, Loss: 0.8829 Epoch 1 Batch 951/1077 - Train Accuracy: 0.5435, Validation Accuracy: 0.5639, Loss: 0.8703 Epoch 1 Batch 952/1077 - Train Accuracy: 0.5367, Validation Accuracy: 0.5629, Loss: 0.8820 Epoch 1 Batch 953/1077 - Train Accuracy: 0.5144, Validation Accuracy: 0.5600, Loss: 0.9103 Epoch 1 Batch 954/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5600, Loss: 0.9361 Epoch 1 Batch 955/1077 - Train Accuracy: 0.5156, Validation Accuracy: 0.5636, Loss: 0.9056 Epoch 1 Batch 956/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5636, Loss: 0.8583 Epoch 1 Batch 957/1077 - Train Accuracy: 0.5569, Validation Accuracy: 0.5625, Loss: 0.8589 Epoch 1 Batch 958/1077 - Train Accuracy: 0.5070, Validation Accuracy: 0.5639, Loss: 0.8943 Epoch 1 Batch 959/1077 - Train Accuracy: 0.5609, Validation Accuracy: 0.5629, Loss: 0.8546 Epoch 1 Batch 960/1077 - Train Accuracy: 0.5618, Validation Accuracy: 0.5636, Loss: 0.8516 Epoch 1 Batch 961/1077 - Train Accuracy: 0.5199, Validation Accuracy: 0.5621, Loss: 0.9233 Epoch 1 Batch 962/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.5632, Loss: 0.8363 Epoch 1 Batch 963/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5629, Loss: 1.0115 Epoch 1 Batch 964/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5582, Loss: 0.8615 Epoch 1 Batch 965/1077 - Train Accuracy: 0.4474, Validation Accuracy: 0.5547, Loss: 0.9559 Epoch 1 Batch 966/1077 - Train Accuracy: 0.5768, Validation Accuracy: 0.5575, Loss: 0.7895 Epoch 1 Batch 967/1077 - Train Accuracy: 0.5168, Validation Accuracy: 0.5600, Loss: 0.8489 Epoch 1 Batch 968/1077 - Train Accuracy: 0.4988, Validation Accuracy: 0.5597, Loss: 0.9232 Epoch 1 Batch 969/1077 - Train Accuracy: 0.5681, Validation Accuracy: 0.5533, Loss: 0.8811 Epoch 1 Batch 970/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.5533, Loss: 0.9102 Epoch 1 Batch 971/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.5568, Loss: 0.8591 Epoch 1 Batch 972/1077 - Train Accuracy: 0.4871, Validation Accuracy: 0.5611, Loss: 0.9025 Epoch 1 Batch 973/1077 - Train Accuracy: 0.5621, Validation Accuracy: 0.5625, Loss: 0.8434 Epoch 1 Batch 974/1077 - Train Accuracy: 0.5012, Validation Accuracy: 0.5724, Loss: 0.8879 Epoch 1 Batch 975/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.5735, Loss: 0.8304 Epoch 1 Batch 976/1077 - Train Accuracy: 0.5223, Validation Accuracy: 0.5710, Loss: 0.8800 Epoch 1 Batch 977/1077 - Train Accuracy: 0.5621, Validation Accuracy: 0.5742, Loss: 0.8367 Epoch 1 Batch 978/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.5717, Loss: 0.8799 Epoch 1 Batch 979/1077 - Train Accuracy: 0.4745, Validation Accuracy: 0.5643, Loss: 0.9552 Epoch 1 Batch 980/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5550, Loss: 0.8761 Epoch 1 Batch 981/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5568, Loss: 0.8753 Epoch 1 Batch 982/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5611, Loss: 0.8636 Epoch 1 Batch 983/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5657, Loss: 0.9159 Epoch 1 Batch 984/1077 - Train Accuracy: 0.5199, Validation Accuracy: 0.5675, Loss: 0.9168 Epoch 1 Batch 985/1077 - Train Accuracy: 0.5582, Validation Accuracy: 0.5728, Loss: 0.8729 Epoch 1 Batch 986/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5710, Loss: 0.8983 Epoch 1 Batch 987/1077 - Train Accuracy: 0.5435, Validation Accuracy: 0.5618, Loss: 0.8440 Epoch 1 Batch 988/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5621, Loss: 0.9162 Epoch 1 Batch 989/1077 - Train Accuracy: 0.5211, Validation Accuracy: 0.5589, Loss: 0.9063 Epoch 1 Batch 990/1077 - Train Accuracy: 0.5362, Validation Accuracy: 0.5607, Loss: 0.9364 Epoch 1 Batch 991/1077 - Train Accuracy: 0.5176, Validation Accuracy: 0.5646, Loss: 0.8959 Epoch 1 Batch 992/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.5724, Loss: 0.8749 Epoch 1 Batch 993/1077 - Train Accuracy: 0.5484, Validation Accuracy: 0.5781, Loss: 0.8420 Epoch 1 Batch 994/1077 - Train Accuracy: 0.5199, Validation Accuracy: 0.5781, Loss: 0.8958 Epoch 1 Batch 995/1077 - Train Accuracy: 0.5662, Validation Accuracy: 0.5781, Loss: 0.8493 Epoch 1 Batch 996/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5763, Loss: 0.8868 Epoch 1 Batch 997/1077 - Train Accuracy: 0.4864, Validation Accuracy: 0.5749, Loss: 0.9189 Epoch 1 Batch 998/1077 - Train Accuracy: 0.4957, Validation Accuracy: 0.5788, Loss: 0.8646 Epoch 1 Batch 999/1077 - Train Accuracy: 0.5488, Validation Accuracy: 0.5739, Loss: 0.9006 Epoch 1 Batch 1000/1077 - Train Accuracy: 0.5673, Validation Accuracy: 0.5721, Loss: 0.8372 Epoch 1 Batch 1001/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5778, Loss: 0.8184 Epoch 1 Batch 1002/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5799, Loss: 0.8749 Epoch 1 Batch 1003/1077 - Train Accuracy: 0.5584, Validation Accuracy: 0.5810, Loss: 0.9017 Epoch 1 Batch 1004/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5831, Loss: 0.8741 Epoch 1 Batch 1005/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5849, Loss: 0.8910 Epoch 1 Batch 1006/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5795, Loss: 0.8377 Epoch 1 Batch 1007/1077 - Train Accuracy: 0.5815, Validation Accuracy: 0.5771, Loss: 0.8156 Epoch 1 Batch 1008/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.5774, Loss: 0.8888 Epoch 1 Batch 1009/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.5803, Loss: 0.8384 Epoch 1 Batch 1010/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5767, Loss: 0.8962 Epoch 1 Batch 1011/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5781, Loss: 0.8925 Epoch 1 Batch 1012/1077 - Train Accuracy: 0.5592, Validation Accuracy: 0.5863, Loss: 0.8553 Epoch 1 Batch 1013/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.5888, Loss: 0.8203 Epoch 1 Batch 1014/1077 - Train Accuracy: 0.5223, Validation Accuracy: 0.5877, Loss: 0.9080 Epoch 1 Batch 1015/1077 - Train Accuracy: 0.5363, Validation Accuracy: 0.5866, Loss: 0.9133 Epoch 1 Batch 1016/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5842, Loss: 0.8938 Epoch 1 Batch 1017/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5859, Loss: 0.8964 Epoch 1 Batch 1018/1077 - Train Accuracy: 0.5833, Validation Accuracy: 0.5817, Loss: 0.8187 Epoch 1 Batch 1019/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5771, Loss: 0.9211 Epoch 1 Batch 1020/1077 - Train Accuracy: 0.5250, Validation Accuracy: 0.5710, Loss: 0.8531 Epoch 1 Batch 1021/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5629, Loss: 0.8395 Epoch 1 Batch 1022/1077 - Train Accuracy: 0.5685, Validation Accuracy: 0.5653, Loss: 0.8218 Epoch 1 Batch 1023/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.5735, Loss: 0.8016 Epoch 1 Batch 1024/1077 - Train Accuracy: 0.5289, Validation Accuracy: 0.5682, Loss: 0.9152 Epoch 1 Batch 1025/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.5664, Loss: 0.8462 Epoch 1 Batch 1026/1077 - Train Accuracy: 0.5800, Validation Accuracy: 0.5788, Loss: 0.8069 Epoch 1 Batch 1027/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5817, Loss: 0.8988 Epoch 1 Batch 1028/1077 - Train Accuracy: 0.5417, Validation Accuracy: 0.5831, Loss: 0.8583 Epoch 1 Batch 1029/1077 - Train Accuracy: 0.5172, Validation Accuracy: 0.5810, Loss: 0.8693 Epoch 1 Batch 1030/1077 - Train Accuracy: 0.5133, Validation Accuracy: 0.5763, Loss: 0.8925 Epoch 1 Batch 1031/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5771, Loss: 0.9140 Epoch 1 Batch 1032/1077 - Train Accuracy: 0.5472, Validation Accuracy: 0.5756, Loss: 0.8557 Epoch 1 Batch 1033/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5749, Loss: 0.8205 Epoch 1 Batch 1034/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5728, Loss: 0.9166 Epoch 1 Batch 1035/1077 - Train Accuracy: 0.5603, Validation Accuracy: 0.5714, Loss: 0.8069 Epoch 1 Batch 1036/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5714, Loss: 0.8544 Epoch 1 Batch 1037/1077 - Train Accuracy: 0.4961, Validation Accuracy: 0.5678, Loss: 0.9020 Epoch 1 Batch 1038/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5692, Loss: 0.8843 Epoch 1 Batch 1039/1077 - Train Accuracy: 0.5837, Validation Accuracy: 0.5739, Loss: 0.8195 Epoch 1 Batch 1040/1077 - Train Accuracy: 0.5440, Validation Accuracy: 0.5842, Loss: 0.9019 Epoch 1 Batch 1041/1077 - Train Accuracy: 0.5141, Validation Accuracy: 0.5916, Loss: 0.9045 Epoch 1 Batch 1042/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.5870, Loss: 0.8724 Epoch 1 Batch 1043/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.5810, Loss: 0.9059 Epoch 1 Batch 1044/1077 - Train Accuracy: 0.5730, Validation Accuracy: 0.5849, Loss: 0.8822 Epoch 1 Batch 1045/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5849, Loss: 0.8985 Epoch 1 Batch 1046/1077 - Train Accuracy: 0.5449, Validation Accuracy: 0.5831, Loss: 0.8268 Epoch 1 Batch 1047/1077 - Train Accuracy: 0.5371, Validation Accuracy: 0.5849, Loss: 0.8684 Epoch 1 Batch 1048/1077 - Train Accuracy: 0.5055, Validation Accuracy: 0.5810, Loss: 0.8799 Epoch 1 Batch 1049/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5806, Loss: 0.8823 Epoch 1 Batch 1050/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5902, Loss: 0.9055 Epoch 1 Batch 1051/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.5888, Loss: 0.8371 Epoch 1 Batch 1052/1077 - Train Accuracy: 0.6097, Validation Accuracy: 0.5902, Loss: 0.8123 Epoch 1 Batch 1053/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.5891, Loss: 0.8312 Epoch 1 Batch 1054/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5913, Loss: 0.9017 Epoch 1 Batch 1055/1077 - Train Accuracy: 0.5527, Validation Accuracy: 0.5902, Loss: 0.8808 Epoch 1 Batch 1056/1077 - Train Accuracy: 0.5727, Validation Accuracy: 0.5859, Loss: 0.8633 Epoch 1 Batch 1057/1077 - Train Accuracy: 0.5428, Validation Accuracy: 0.5913, Loss: 0.9280 Epoch 1 Batch 1058/1077 - Train Accuracy: 0.5177, Validation Accuracy: 0.5774, Loss: 0.9380 Epoch 1 Batch 1059/1077 - Train Accuracy: 0.4893, Validation Accuracy: 0.5575, Loss: 0.9322 Epoch 1 Batch 1060/1077 - Train Accuracy: 0.5020, Validation Accuracy: 0.5511, Loss: 0.8562 Epoch 1 Batch 1061/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.5771, Loss: 0.9138 Epoch 1 Batch 1062/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.5870, Loss: 0.8774 Epoch 1 Batch 1063/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.5888, Loss: 0.8654 Epoch 1 Batch 1064/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.5916, Loss: 0.8726 Epoch 1 Batch 1065/1077 - Train Accuracy: 0.5477, Validation Accuracy: 0.5916, Loss: 0.8428 Epoch 1 Batch 1066/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.5849, Loss: 0.8584 Epoch 1 Batch 1067/1077 - Train Accuracy: 0.5418, Validation Accuracy: 0.5657, Loss: 0.8623 Epoch 1 Batch 1068/1077 - Train Accuracy: 0.5434, Validation Accuracy: 0.5611, Loss: 0.8395 Epoch 1 Batch 1069/1077 - Train Accuracy: 0.5640, Validation Accuracy: 0.5629, Loss: 0.8154 Epoch 1 Batch 1070/1077 - Train Accuracy: 0.4957, Validation Accuracy: 0.5817, Loss: 0.8949 Epoch 1 Batch 1071/1077 - Train Accuracy: 0.5336, Validation Accuracy: 0.5803, Loss: 0.8655 Epoch 1 Batch 1072/1077 - Train Accuracy: 0.5588, Validation Accuracy: 0.5877, Loss: 0.8465 Epoch 1 Batch 1073/1077 - Train Accuracy: 0.5328, Validation Accuracy: 0.5874, Loss: 0.8633 Epoch 1 Batch 1074/1077 - Train Accuracy: 0.5558, Validation Accuracy: 0.5898, Loss: 0.8683 Epoch 1 Batch 1075/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5898, Loss: 0.9043 Epoch 2 Batch 1/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5742, Loss: 0.8534 Epoch 2 Batch 2/1077 - Train Accuracy: 0.5049, Validation Accuracy: 0.5792, Loss: 0.8872 Epoch 2 Batch 3/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5781, Loss: 0.8523 Epoch 2 Batch 4/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.5785, Loss: 0.8574 Epoch 2 Batch 5/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5831, Loss: 0.8850 Epoch 2 Batch 6/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5852, Loss: 0.8623 Epoch 2 Batch 7/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5891, Loss: 0.8503 Epoch 2 Batch 8/1077 - Train Accuracy: 0.5500, Validation Accuracy: 0.5884, Loss: 0.8468 Epoch 2 Batch 9/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.5863, Loss: 0.8253 Epoch 2 Batch 10/1077 - Train Accuracy: 0.5210, Validation Accuracy: 0.5842, Loss: 0.8944 Epoch 2 Batch 11/1077 - Train Accuracy: 0.5171, Validation Accuracy: 0.5870, Loss: 0.8435 Epoch 2 Batch 12/1077 - Train Accuracy: 0.5250, Validation Accuracy: 0.5863, Loss: 0.8960 Epoch 2 Batch 13/1077 - Train Accuracy: 0.5647, Validation Accuracy: 0.5806, Loss: 0.8455 Epoch 2 Batch 14/1077 - Train Accuracy: 0.5525, Validation Accuracy: 0.5831, Loss: 0.7935 Epoch 2 Batch 15/1077 - Train Accuracy: 0.5305, Validation Accuracy: 0.5891, Loss: 0.8332 Epoch 2 Batch 16/1077 - Train Accuracy: 0.5375, Validation Accuracy: 0.5945, Loss: 0.8503 Epoch 2 Batch 17/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5859, Loss: 0.8254 Epoch 2 Batch 18/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5771, Loss: 0.8649 Epoch 2 Batch 19/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.5774, Loss: 0.8441 Epoch 2 Batch 20/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.5721, Loss: 0.8086 Epoch 2 Batch 21/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5682, Loss: 0.8840 Epoch 2 Batch 22/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.5675, Loss: 0.8645 Epoch 2 Batch 23/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.5799, Loss: 0.8635 Epoch 2 Batch 24/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5813, Loss: 0.8466 Epoch 2 Batch 25/1077 - Train Accuracy: 0.5305, Validation Accuracy: 0.5838, Loss: 0.8359 Epoch 2 Batch 26/1077 - Train Accuracy: 0.5121, Validation Accuracy: 0.5866, Loss: 0.8761 Epoch 2 Batch 27/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.5881, Loss: 0.7767 Epoch 2 Batch 28/1077 - Train Accuracy: 0.5434, Validation Accuracy: 0.5902, Loss: 0.8126 Epoch 2 Batch 29/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5881, Loss: 0.8413 Epoch 2 Batch 30/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5806, Loss: 0.8327 Epoch 2 Batch 31/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5827, Loss: 0.8547 Epoch 2 Batch 32/1077 - Train Accuracy: 0.5804, Validation Accuracy: 0.5813, Loss: 0.7868 Epoch 2 Batch 33/1077 - Train Accuracy: 0.5454, Validation Accuracy: 0.5778, Loss: 0.7990 Epoch 2 Batch 34/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5813, Loss: 0.8426 Epoch 2 Batch 35/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.5824, Loss: 0.8388 Epoch 2 Batch 36/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.5778, Loss: 0.8313 Epoch 2 Batch 37/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.5771, Loss: 0.8607 Epoch 2 Batch 38/1077 - Train Accuracy: 0.4942, Validation Accuracy: 0.5771, Loss: 0.9179 Epoch 2 Batch 39/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5806, Loss: 0.8975 Epoch 2 Batch 40/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5824, Loss: 0.8561 Epoch 2 Batch 41/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5756, Loss: 0.8383 Epoch 2 Batch 42/1077 - Train Accuracy: 0.5371, Validation Accuracy: 0.5739, Loss: 0.8539 Epoch 2 Batch 43/1077 - Train Accuracy: 0.5333, Validation Accuracy: 0.5724, Loss: 0.8390 Epoch 2 Batch 44/1077 - Train Accuracy: 0.4733, Validation Accuracy: 0.5735, Loss: 0.8776 Epoch 2 Batch 45/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5749, Loss: 0.8562 Epoch 2 Batch 46/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.5767, Loss: 0.8895 Epoch 2 Batch 47/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.5781, Loss: 0.8368 Epoch 2 Batch 48/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5898, Loss: 0.8708 Epoch 2 Batch 49/1077 - Train Accuracy: 0.5290, Validation Accuracy: 0.5895, Loss: 0.8579 Epoch 2 Batch 50/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5884, Loss: 0.8731 Epoch 2 Batch 51/1077 - Train Accuracy: 0.5594, Validation Accuracy: 0.5909, Loss: 0.8020 Epoch 2 Batch 52/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5888, Loss: 0.8604 Epoch 2 Batch 53/1077 - Train Accuracy: 0.5646, Validation Accuracy: 0.5898, Loss: 0.8600 Epoch 2 Batch 54/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5906, Loss: 0.9202 Epoch 2 Batch 55/1077 - Train Accuracy: 0.5969, Validation Accuracy: 0.5913, Loss: 0.8302 Epoch 2 Batch 56/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5927, Loss: 0.8241 Epoch 2 Batch 57/1077 - Train Accuracy: 0.5799, Validation Accuracy: 0.5916, Loss: 0.7624 Epoch 2 Batch 58/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.5863, Loss: 0.8351 Epoch 2 Batch 59/1077 - Train Accuracy: 0.5378, Validation Accuracy: 0.5866, Loss: 0.8737 Epoch 2 Batch 60/1077 - Train Accuracy: 0.5573, Validation Accuracy: 0.5866, Loss: 0.8189 Epoch 2 Batch 61/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5842, Loss: 0.8534 Epoch 2 Batch 62/1077 - Train Accuracy: 0.5436, Validation Accuracy: 0.5870, Loss: 0.8976 Epoch 2 Batch 63/1077 - Train Accuracy: 0.5733, Validation Accuracy: 0.5913, Loss: 0.8021 Epoch 2 Batch 64/1077 - Train Accuracy: 0.5176, Validation Accuracy: 0.5898, Loss: 0.8462 Epoch 2 Batch 65/1077 - Train Accuracy: 0.5218, Validation Accuracy: 0.5938, Loss: 0.8661 Epoch 2 Batch 66/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5930, Loss: 0.8232 Epoch 2 Batch 67/1077 - Train Accuracy: 0.5882, Validation Accuracy: 0.5888, Loss: 0.8114 Epoch 2 Batch 68/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5920, Loss: 0.8479 Epoch 2 Batch 69/1077 - Train Accuracy: 0.5750, Validation Accuracy: 0.5920, Loss: 0.8610 Epoch 2 Batch 70/1077 - Train Accuracy: 0.5337, Validation Accuracy: 0.5966, Loss: 0.8695 Epoch 2 Batch 71/1077 - Train Accuracy: 0.5496, Validation Accuracy: 0.5927, Loss: 0.8236 Epoch 2 Batch 72/1077 - Train Accuracy: 0.5410, Validation Accuracy: 0.5945, Loss: 0.8422 Epoch 2 Batch 73/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5948, Loss: 0.8557 Epoch 2 Batch 74/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5980, Loss: 0.7741 Epoch 2 Batch 75/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.5977, Loss: 0.8263 Epoch 2 Batch 76/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.5987, Loss: 0.8046 Epoch 2 Batch 77/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5977, Loss: 0.8459 Epoch 2 Batch 78/1077 - Train Accuracy: 0.5156, Validation Accuracy: 0.5994, Loss: 0.8807 Epoch 2 Batch 79/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.5980, Loss: 0.8486 Epoch 2 Batch 80/1077 - Train Accuracy: 0.5512, Validation Accuracy: 0.5962, Loss: 0.8521 Epoch 2 Batch 81/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.5998, Loss: 0.8174 Epoch 2 Batch 82/1077 - Train Accuracy: 0.6257, Validation Accuracy: 0.6001, Loss: 0.7517 Epoch 2 Batch 83/1077 - Train Accuracy: 0.5366, Validation Accuracy: 0.5991, Loss: 0.8902 Epoch 2 Batch 84/1077 - Train Accuracy: 0.5531, Validation Accuracy: 0.6001, Loss: 0.8371 Epoch 2 Batch 85/1077 - Train Accuracy: 0.5875, Validation Accuracy: 0.5994, Loss: 0.7960 Epoch 2 Batch 86/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.6001, Loss: 0.8403 Epoch 2 Batch 87/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5952, Loss: 0.8774 Epoch 2 Batch 88/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.5977, Loss: 0.8511 Epoch 2 Batch 89/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.5952, Loss: 0.8402 Epoch 2 Batch 90/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5955, Loss: 0.8681 Epoch 2 Batch 91/1077 - Train Accuracy: 0.5733, Validation Accuracy: 0.5977, Loss: 0.7572 Epoch 2 Batch 92/1077 - Train Accuracy: 0.5699, Validation Accuracy: 0.5980, Loss: 0.8250 Epoch 2 Batch 93/1077 - Train Accuracy: 0.5477, Validation Accuracy: 0.5966, Loss: 0.8591 Epoch 2 Batch 94/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.5955, Loss: 0.7865 Epoch 2 Batch 95/1077 - Train Accuracy: 0.5751, Validation Accuracy: 0.5959, Loss: 0.8489 Epoch 2 Batch 96/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.5898, Loss: 0.8157 Epoch 2 Batch 97/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.5898, Loss: 0.8237 Epoch 2 Batch 98/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.5895, Loss: 0.7896 Epoch 2 Batch 99/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5845, Loss: 0.8592 Epoch 2 Batch 100/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5870, Loss: 0.8420 Epoch 2 Batch 101/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.5895, Loss: 0.8232 Epoch 2 Batch 102/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.5913, Loss: 0.8006 Epoch 2 Batch 103/1077 - Train Accuracy: 0.5263, Validation Accuracy: 0.5909, Loss: 0.9151 Epoch 2 Batch 104/1077 - Train Accuracy: 0.4786, Validation Accuracy: 0.5930, Loss: 0.8815 Epoch 2 Batch 105/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.5913, Loss: 0.8283 Epoch 2 Batch 106/1077 - Train Accuracy: 0.5304, Validation Accuracy: 0.5898, Loss: 0.8987 Epoch 2 Batch 107/1077 - Train Accuracy: 0.5417, Validation Accuracy: 0.5934, Loss: 0.7962 Epoch 2 Batch 108/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.5945, Loss: 0.7447 Epoch 2 Batch 109/1077 - Train Accuracy: 0.5590, Validation Accuracy: 0.5952, Loss: 0.8249 Epoch 2 Batch 110/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.5955, Loss: 0.7964 Epoch 2 Batch 111/1077 - Train Accuracy: 0.5367, Validation Accuracy: 0.5955, Loss: 0.8342 Epoch 2 Batch 112/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.6019, Loss: 0.8256 Epoch 2 Batch 113/1077 - Train Accuracy: 0.5191, Validation Accuracy: 0.6033, Loss: 0.8488 Epoch 2 Batch 114/1077 - Train Accuracy: 0.5725, Validation Accuracy: 0.6048, Loss: 0.7805 Epoch 2 Batch 115/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.6040, Loss: 0.8583 Epoch 2 Batch 116/1077 - Train Accuracy: 0.5172, Validation Accuracy: 0.6019, Loss: 0.8690 Epoch 2 Batch 117/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.6019, Loss: 0.8670 Epoch 2 Batch 118/1077 - Train Accuracy: 0.5329, Validation Accuracy: 0.6005, Loss: 0.8793 Epoch 2 Batch 119/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5966, Loss: 0.8221 Epoch 2 Batch 120/1077 - Train Accuracy: 0.5477, Validation Accuracy: 0.5966, Loss: 0.8435 Epoch 2 Batch 121/1077 - Train Accuracy: 0.5348, Validation Accuracy: 0.5934, Loss: 0.8109 Epoch 2 Batch 122/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.5948, Loss: 0.8021 Epoch 2 Batch 123/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.5948, Loss: 0.7837 Epoch 2 Batch 124/1077 - Train Accuracy: 0.5445, Validation Accuracy: 0.5969, Loss: 0.8449 Epoch 2 Batch 125/1077 - Train Accuracy: 0.5577, Validation Accuracy: 0.6005, Loss: 0.8080 Epoch 2 Batch 126/1077 - Train Accuracy: 0.5632, Validation Accuracy: 0.6019, Loss: 0.7862 Epoch 2 Batch 127/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.6062, Loss: 0.8102 Epoch 2 Batch 128/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6023, Loss: 0.7857 Epoch 2 Batch 129/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.5955, Loss: 0.8123 Epoch 2 Batch 130/1077 - Train Accuracy: 0.5666, Validation Accuracy: 0.5955, Loss: 0.7789 Epoch 2 Batch 131/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5977, Loss: 0.8212 Epoch 2 Batch 132/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5980, Loss: 0.8560 Epoch 2 Batch 133/1077 - Train Accuracy: 0.5469, Validation Accuracy: 0.5980, Loss: 0.8347 Epoch 2 Batch 134/1077 - Train Accuracy: 0.5569, Validation Accuracy: 0.6009, Loss: 0.7822 Epoch 2 Batch 135/1077 - Train Accuracy: 0.5506, Validation Accuracy: 0.6012, Loss: 0.8549 Epoch 2 Batch 136/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.5927, Loss: 0.8036 Epoch 2 Batch 137/1077 - Train Accuracy: 0.5751, Validation Accuracy: 0.5920, Loss: 0.7531 Epoch 2 Batch 138/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.5923, Loss: 0.8127 Epoch 2 Batch 139/1077 - Train Accuracy: 0.5602, Validation Accuracy: 0.5948, Loss: 0.8252 Epoch 2 Batch 140/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5987, Loss: 0.8664 Epoch 2 Batch 141/1077 - Train Accuracy: 0.5582, Validation Accuracy: 0.5977, Loss: 0.8365 Epoch 2 Batch 142/1077 - Train Accuracy: 0.5692, Validation Accuracy: 0.5955, Loss: 0.7864 Epoch 2 Batch 143/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6012, Loss: 0.8285 Epoch 2 Batch 144/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5998, Loss: 0.8648 Epoch 2 Batch 145/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.5916, Loss: 0.8184 Epoch 2 Batch 146/1077 - Train Accuracy: 0.5692, Validation Accuracy: 0.5934, Loss: 0.8282 Epoch 2 Batch 147/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5969, Loss: 0.8568 Epoch 2 Batch 148/1077 - Train Accuracy: 0.5828, Validation Accuracy: 0.6033, Loss: 0.8142 Epoch 2 Batch 149/1077 - Train Accuracy: 0.5426, Validation Accuracy: 0.6023, Loss: 0.8378 Epoch 2 Batch 150/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6012, Loss: 0.7785 Epoch 2 Batch 151/1077 - Train Accuracy: 0.5904, Validation Accuracy: 0.6030, Loss: 0.7710 Epoch 2 Batch 152/1077 - Train Accuracy: 0.5777, Validation Accuracy: 0.6044, Loss: 0.8297 Epoch 2 Batch 153/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.6030, Loss: 0.8528 Epoch 2 Batch 154/1077 - Train Accuracy: 0.5522, Validation Accuracy: 0.6016, Loss: 0.8638 Epoch 2 Batch 155/1077 - Train Accuracy: 0.5516, Validation Accuracy: 0.6005, Loss: 0.8275 Epoch 2 Batch 156/1077 - Train Accuracy: 0.5367, Validation Accuracy: 0.5984, Loss: 0.8144 Epoch 2 Batch 157/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.5959, Loss: 0.8087 Epoch 2 Batch 158/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5973, Loss: 0.8259 Epoch 2 Batch 159/1077 - Train Accuracy: 0.5536, Validation Accuracy: 0.5980, Loss: 0.7661 Epoch 2 Batch 160/1077 - Train Accuracy: 0.5410, Validation Accuracy: 0.5994, Loss: 0.7978 Epoch 2 Batch 161/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.6009, Loss: 0.8189 Epoch 2 Batch 162/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.5959, Loss: 0.8536 Epoch 2 Batch 163/1077 - Train Accuracy: 0.5238, Validation Accuracy: 0.5998, Loss: 0.8527 Epoch 2 Batch 164/1077 - Train Accuracy: 0.5777, Validation Accuracy: 0.6001, Loss: 0.8308 Epoch 2 Batch 165/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5991, Loss: 0.8117 Epoch 2 Batch 166/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.5994, Loss: 0.8051 Epoch 2 Batch 167/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5994, Loss: 0.8379 Epoch 2 Batch 168/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.5977, Loss: 0.8557 Epoch 2 Batch 169/1077 - Train Accuracy: 0.5725, Validation Accuracy: 0.6009, Loss: 0.7888 Epoch 2 Batch 170/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.6051, Loss: 0.8500 Epoch 2 Batch 171/1077 - Train Accuracy: 0.5874, Validation Accuracy: 0.6019, Loss: 0.7664 Epoch 2 Batch 172/1077 - Train Accuracy: 0.5662, Validation Accuracy: 0.6026, Loss: 0.7585 Epoch 2 Batch 173/1077 - Train Accuracy: 0.5288, Validation Accuracy: 0.5955, Loss: 0.8790 Epoch 2 Batch 174/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.5962, Loss: 0.8034 Epoch 2 Batch 175/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.5998, Loss: 0.7834 Epoch 2 Batch 176/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.5987, Loss: 0.8248 Epoch 2 Batch 177/1077 - Train Accuracy: 0.5502, Validation Accuracy: 0.6012, Loss: 0.8635 Epoch 2 Batch 178/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6019, Loss: 0.8042 Epoch 2 Batch 179/1077 - Train Accuracy: 0.5732, Validation Accuracy: 0.6080, Loss: 0.8441 Epoch 2 Batch 180/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6072, Loss: 0.8113 Epoch 2 Batch 181/1077 - Train Accuracy: 0.5746, Validation Accuracy: 0.6119, Loss: 0.8490 Epoch 2 Batch 182/1077 - Train Accuracy: 0.5755, Validation Accuracy: 0.6083, Loss: 0.8066 Epoch 2 Batch 183/1077 - Train Accuracy: 0.5410, Validation Accuracy: 0.6097, Loss: 0.8511 Epoch 2 Batch 184/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6097, Loss: 0.7966 Epoch 2 Batch 185/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.6097, Loss: 0.8313 Epoch 2 Batch 186/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.6094, Loss: 0.8314 Epoch 2 Batch 187/1077 - Train Accuracy: 0.5555, Validation Accuracy: 0.6087, Loss: 0.8110 Epoch 2 Batch 188/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.6090, Loss: 0.8169 Epoch 2 Batch 189/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6094, Loss: 0.8143 Epoch 2 Batch 190/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6055, Loss: 0.7924 Epoch 2 Batch 191/1077 - Train Accuracy: 0.5952, Validation Accuracy: 0.6104, Loss: 0.7406 Epoch 2 Batch 192/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6101, Loss: 0.8203 Epoch 2 Batch 193/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6033, Loss: 0.7858 Epoch 2 Batch 194/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6026, Loss: 0.7511 Epoch 2 Batch 195/1077 - Train Accuracy: 0.5266, Validation Accuracy: 0.5998, Loss: 0.8019 Epoch 2 Batch 196/1077 - Train Accuracy: 0.5875, Validation Accuracy: 0.5962, Loss: 0.7947 Epoch 2 Batch 197/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.5998, Loss: 0.7930 Epoch 2 Batch 198/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6009, Loss: 0.7489 Epoch 2 Batch 199/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6048, Loss: 0.7900 Epoch 2 Batch 200/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6044, Loss: 0.8206 Epoch 2 Batch 201/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.6065, Loss: 0.7669 Epoch 2 Batch 202/1077 - Train Accuracy: 0.5664, Validation Accuracy: 0.6016, Loss: 0.8017 Epoch 2 Batch 203/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6083, Loss: 0.7961 Epoch 2 Batch 204/1077 - Train Accuracy: 0.5855, Validation Accuracy: 0.6080, Loss: 0.8330 Epoch 2 Batch 205/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.5994, Loss: 0.8031 Epoch 2 Batch 206/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6005, Loss: 0.7945 Epoch 2 Batch 207/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.6051, Loss: 0.8235 Epoch 2 Batch 208/1077 - Train Accuracy: 0.5592, Validation Accuracy: 0.6094, Loss: 0.7952 Epoch 2 Batch 209/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6090, Loss: 0.7505 Epoch 2 Batch 210/1077 - Train Accuracy: 0.5718, Validation Accuracy: 0.6090, Loss: 0.7990 Epoch 2 Batch 211/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6101, Loss: 0.8070 Epoch 2 Batch 212/1077 - Train Accuracy: 0.5632, Validation Accuracy: 0.6087, Loss: 0.7637 Epoch 2 Batch 213/1077 - Train Accuracy: 0.5742, Validation Accuracy: 0.6069, Loss: 0.7541 Epoch 2 Batch 214/1077 - Train Accuracy: 0.5531, Validation Accuracy: 0.6090, Loss: 0.7979 Epoch 2 Batch 215/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.6097, Loss: 0.8286 Epoch 2 Batch 216/1077 - Train Accuracy: 0.5492, Validation Accuracy: 0.6055, Loss: 0.8267 Epoch 2 Batch 217/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.6037, Loss: 0.7805 Epoch 2 Batch 218/1077 - Train Accuracy: 0.5572, Validation Accuracy: 0.5991, Loss: 0.8687 Epoch 2 Batch 219/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.5884, Loss: 0.7908 Epoch 2 Batch 220/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6019, Loss: 0.8251 Epoch 2 Batch 221/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6108, Loss: 0.8267 Epoch 2 Batch 222/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.6055, Loss: 0.8550 Epoch 2 Batch 223/1077 - Train Accuracy: 0.5837, Validation Accuracy: 0.6033, Loss: 0.7588 Epoch 2 Batch 224/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.6051, Loss: 0.8119 Epoch 2 Batch 225/1077 - Train Accuracy: 0.5453, Validation Accuracy: 0.6033, Loss: 0.8106 Epoch 2 Batch 226/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6076, Loss: 0.7944 Epoch 2 Batch 227/1077 - Train Accuracy: 0.5191, Validation Accuracy: 0.6005, Loss: 0.8588 Epoch 2 Batch 228/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6076, Loss: 0.7821 Epoch 2 Batch 229/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6058, Loss: 0.7975 Epoch 2 Batch 230/1077 - Train Accuracy: 0.5841, Validation Accuracy: 0.6058, Loss: 0.7610 Epoch 2 Batch 231/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6058, Loss: 0.8046 Epoch 2 Batch 232/1077 - Train Accuracy: 0.5576, Validation Accuracy: 0.6044, Loss: 0.8303 Epoch 2 Batch 233/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.6037, Loss: 0.8428 Epoch 2 Batch 234/1077 - Train Accuracy: 0.5833, Validation Accuracy: 0.6023, Loss: 0.7864 Epoch 2 Batch 235/1077 - Train Accuracy: 0.5952, Validation Accuracy: 0.5991, Loss: 0.7434 Epoch 2 Batch 236/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.5952, Loss: 0.8155 Epoch 2 Batch 237/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6012, Loss: 0.7515 Epoch 2 Batch 238/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6005, Loss: 0.8131 Epoch 2 Batch 239/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.6072, Loss: 0.7488 Epoch 2 Batch 240/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6076, Loss: 0.7797 Epoch 2 Batch 241/1077 - Train Accuracy: 0.5828, Validation Accuracy: 0.6065, Loss: 0.7426 Epoch 2 Batch 242/1077 - Train Accuracy: 0.5516, Validation Accuracy: 0.6069, Loss: 0.7972 Epoch 2 Batch 243/1077 - Train Accuracy: 0.5055, Validation Accuracy: 0.6090, Loss: 0.8294 Epoch 2 Batch 244/1077 - Train Accuracy: 0.6065, Validation Accuracy: 0.6065, Loss: 0.7550 Epoch 2 Batch 245/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6030, Loss: 0.7564 Epoch 2 Batch 246/1077 - Train Accuracy: 0.5664, Validation Accuracy: 0.5966, Loss: 0.7939 Epoch 2 Batch 247/1077 - Train Accuracy: 0.5893, Validation Accuracy: 0.5998, Loss: 0.7540 Epoch 2 Batch 248/1077 - Train Accuracy: 0.5793, Validation Accuracy: 0.6012, Loss: 0.7722 Epoch 2 Batch 249/1077 - Train Accuracy: 0.5680, Validation Accuracy: 0.6016, Loss: 0.7742 Epoch 2 Batch 250/1077 - Train Accuracy: 0.5582, Validation Accuracy: 0.6030, Loss: 0.7440 Epoch 2 Batch 251/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6030, Loss: 0.7790 Epoch 2 Batch 252/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6005, Loss: 0.7842 Epoch 2 Batch 253/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.5987, Loss: 0.7727 Epoch 2 Batch 254/1077 - Train Accuracy: 0.5578, Validation Accuracy: 0.5973, Loss: 0.8028 Epoch 2 Batch 255/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.5934, Loss: 0.8042 Epoch 2 Batch 256/1077 - Train Accuracy: 0.4961, Validation Accuracy: 0.5913, Loss: 0.8345 Epoch 2 Batch 257/1077 - Train Accuracy: 0.5811, Validation Accuracy: 0.5938, Loss: 0.7678 Epoch 2 Batch 258/1077 - Train Accuracy: 0.5722, Validation Accuracy: 0.5973, Loss: 0.7679 Epoch 2 Batch 259/1077 - Train Accuracy: 0.5484, Validation Accuracy: 0.5994, Loss: 0.7989 Epoch 2 Batch 260/1077 - Train Accuracy: 0.5606, Validation Accuracy: 0.5984, Loss: 0.7530 Epoch 2 Batch 261/1077 - Train Accuracy: 0.5673, Validation Accuracy: 0.5998, Loss: 0.7665 Epoch 2 Batch 262/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6009, Loss: 0.7846 Epoch 2 Batch 263/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6026, Loss: 0.7663 Epoch 2 Batch 264/1077 - Train Accuracy: 0.5207, Validation Accuracy: 0.5977, Loss: 0.8045 Epoch 2 Batch 265/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.6005, Loss: 0.7915 Epoch 2 Batch 266/1077 - Train Accuracy: 0.5729, Validation Accuracy: 0.5980, Loss: 0.7561 Epoch 2 Batch 267/1077 - Train Accuracy: 0.5408, Validation Accuracy: 0.5977, Loss: 0.7433 Epoch 2 Batch 268/1077 - Train Accuracy: 0.5750, Validation Accuracy: 0.5987, Loss: 0.7945 Epoch 2 Batch 269/1077 - Train Accuracy: 0.5345, Validation Accuracy: 0.5955, Loss: 0.8480 Epoch 2 Batch 270/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.6033, Loss: 0.8356 Epoch 2 Batch 271/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6044, Loss: 0.7768 Epoch 2 Batch 272/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6076, Loss: 0.8110 Epoch 2 Batch 273/1077 - Train Accuracy: 0.5841, Validation Accuracy: 0.5962, Loss: 0.7635 Epoch 2 Batch 274/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.5994, Loss: 0.7748 Epoch 2 Batch 275/1077 - Train Accuracy: 0.5740, Validation Accuracy: 0.5966, Loss: 0.7433 Epoch 2 Batch 276/1077 - Train Accuracy: 0.5437, Validation Accuracy: 0.6012, Loss: 0.8327 Epoch 2 Batch 277/1077 - Train Accuracy: 0.5588, Validation Accuracy: 0.6040, Loss: 0.7403 Epoch 2 Batch 278/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.5991, Loss: 0.8180 Epoch 2 Batch 279/1077 - Train Accuracy: 0.5594, Validation Accuracy: 0.6012, Loss: 0.8534 Epoch 2 Batch 280/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6026, Loss: 0.8044 Epoch 2 Batch 281/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.5948, Loss: 0.8084 Epoch 2 Batch 282/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5962, Loss: 0.8413 Epoch 2 Batch 283/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.5877, Loss: 0.8082 Epoch 2 Batch 284/1077 - Train Accuracy: 0.5746, Validation Accuracy: 0.5817, Loss: 0.8271 Epoch 2 Batch 285/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.5863, Loss: 0.7550 Epoch 2 Batch 286/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.5952, Loss: 0.7396 Epoch 2 Batch 287/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.5973, Loss: 0.7797 Epoch 2 Batch 288/1077 - Train Accuracy: 0.5531, Validation Accuracy: 0.6005, Loss: 0.8184 Epoch 2 Batch 289/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6009, Loss: 0.7770 Epoch 2 Batch 290/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.5966, Loss: 0.8027 Epoch 2 Batch 291/1077 - Train Accuracy: 0.5644, Validation Accuracy: 0.5913, Loss: 0.7960 Epoch 2 Batch 292/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.5916, Loss: 0.7641 Epoch 2 Batch 293/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5916, Loss: 0.8175 Epoch 2 Batch 294/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.5973, Loss: 0.7357 Epoch 2 Batch 295/1077 - Train Accuracy: 0.5666, Validation Accuracy: 0.5998, Loss: 0.8486 Epoch 2 Batch 296/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.6012, Loss: 0.7381 Epoch 2 Batch 297/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.6037, Loss: 0.8298 Epoch 2 Batch 298/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6072, Loss: 0.8460 Epoch 2 Batch 299/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6040, Loss: 0.7539 Epoch 2 Batch 300/1077 - Train Accuracy: 0.5173, Validation Accuracy: 0.5987, Loss: 0.8104 Epoch 2 Batch 301/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5955, Loss: 0.7796 Epoch 2 Batch 302/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.5955, Loss: 0.7751 Epoch 2 Batch 303/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.5959, Loss: 0.8111 Epoch 2 Batch 304/1077 - Train Accuracy: 0.5491, Validation Accuracy: 0.5984, Loss: 0.7400 Epoch 2 Batch 305/1077 - Train Accuracy: 0.5809, Validation Accuracy: 0.6023, Loss: 0.7796 Epoch 2 Batch 306/1077 - Train Accuracy: 0.5666, Validation Accuracy: 0.6019, Loss: 0.7672 Epoch 2 Batch 307/1077 - Train Accuracy: 0.5603, Validation Accuracy: 0.5987, Loss: 0.7739 Epoch 2 Batch 308/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.6005, Loss: 0.8469 Epoch 2 Batch 309/1077 - Train Accuracy: 0.5919, Validation Accuracy: 0.6023, Loss: 0.7531 Epoch 2 Batch 310/1077 - Train Accuracy: 0.5527, Validation Accuracy: 0.6005, Loss: 0.8037 Epoch 2 Batch 311/1077 - Train Accuracy: 0.6142, Validation Accuracy: 0.6009, Loss: 0.7480 Epoch 2 Batch 312/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6016, Loss: 0.8258 Epoch 2 Batch 313/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.6016, Loss: 0.7772 Epoch 2 Batch 314/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6065, Loss: 0.7650 Epoch 2 Batch 315/1077 - Train Accuracy: 0.5815, Validation Accuracy: 0.6023, Loss: 0.7549 Epoch 2 Batch 316/1077 - Train Accuracy: 0.5580, Validation Accuracy: 0.5998, Loss: 0.7349 Epoch 2 Batch 317/1077 - Train Accuracy: 0.5802, Validation Accuracy: 0.6009, Loss: 0.8350 Epoch 2 Batch 318/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.6040, Loss: 0.7997 Epoch 2 Batch 319/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6012, Loss: 0.7796 Epoch 2 Batch 320/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6026, Loss: 0.7835 Epoch 2 Batch 321/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6040, Loss: 0.7738 Epoch 2 Batch 322/1077 - Train Accuracy: 0.5629, Validation Accuracy: 0.6033, Loss: 0.7461 Epoch 2 Batch 323/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6090, Loss: 0.7721 Epoch 2 Batch 324/1077 - Train Accuracy: 0.5512, Validation Accuracy: 0.6097, Loss: 0.7855 Epoch 2 Batch 325/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6094, Loss: 0.7377 Epoch 2 Batch 326/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6065, Loss: 0.7525 Epoch 2 Batch 327/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6062, Loss: 0.8018 Epoch 2 Batch 328/1077 - Train Accuracy: 0.5763, Validation Accuracy: 0.6048, Loss: 0.7739 Epoch 2 Batch 329/1077 - Train Accuracy: 0.5445, Validation Accuracy: 0.6058, Loss: 0.8103 Epoch 2 Batch 330/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6076, Loss: 0.7847 Epoch 2 Batch 331/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6083, Loss: 0.7923 Epoch 2 Batch 332/1077 - Train Accuracy: 0.5584, Validation Accuracy: 0.6101, Loss: 0.7130 Epoch 2 Batch 333/1077 - Train Accuracy: 0.5720, Validation Accuracy: 0.6094, Loss: 0.7951 Epoch 2 Batch 334/1077 - Train Accuracy: 0.5699, Validation Accuracy: 0.6080, Loss: 0.7837 Epoch 2 Batch 335/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6062, Loss: 0.7281 Epoch 2 Batch 336/1077 - Train Accuracy: 0.5734, Validation Accuracy: 0.6037, Loss: 0.7937 Epoch 2 Batch 337/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.6037, Loss: 0.8118 Epoch 2 Batch 338/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6055, Loss: 0.8062 Epoch 2 Batch 339/1077 - Train Accuracy: 0.5754, Validation Accuracy: 0.6026, Loss: 0.7453 Epoch 2 Batch 340/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.6033, Loss: 0.7824 Epoch 2 Batch 341/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6037, Loss: 0.8081 Epoch 2 Batch 342/1077 - Train Accuracy: 0.5755, Validation Accuracy: 0.6037, Loss: 0.7452 Epoch 2 Batch 343/1077 - Train Accuracy: 0.5590, Validation Accuracy: 0.6065, Loss: 0.7852 Epoch 2 Batch 344/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6072, Loss: 0.7799 Epoch 2 Batch 345/1077 - Train Accuracy: 0.5778, Validation Accuracy: 0.6030, Loss: 0.7566 Epoch 2 Batch 346/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.5980, Loss: 0.7798 Epoch 2 Batch 347/1077 - Train Accuracy: 0.5822, Validation Accuracy: 0.5973, Loss: 0.7379 Epoch 2 Batch 348/1077 - Train Accuracy: 0.5685, Validation Accuracy: 0.5945, Loss: 0.7441 Epoch 2 Batch 349/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5945, Loss: 0.7801 Epoch 2 Batch 350/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.5998, Loss: 0.8129 Epoch 2 Batch 351/1077 - Train Accuracy: 0.5321, Validation Accuracy: 0.6019, Loss: 0.8213 Epoch 2 Batch 352/1077 - Train Accuracy: 0.5457, Validation Accuracy: 0.6044, Loss: 0.7960 Epoch 2 Batch 353/1077 - Train Accuracy: 0.5514, Validation Accuracy: 0.6026, Loss: 0.8427 Epoch 2 Batch 354/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5987, Loss: 0.8053 Epoch 2 Batch 355/1077 - Train Accuracy: 0.5696, Validation Accuracy: 0.5991, Loss: 0.7797 Epoch 2 Batch 356/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.5991, Loss: 0.7798 Epoch 2 Batch 357/1077 - Train Accuracy: 0.5960, Validation Accuracy: 0.5991, Loss: 0.7336 Epoch 2 Batch 358/1077 - Train Accuracy: 0.5604, Validation Accuracy: 0.6055, Loss: 0.8195 Epoch 2 Batch 359/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6094, Loss: 0.7738 Epoch 2 Batch 360/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6087, Loss: 0.7942 Epoch 2 Batch 361/1077 - Train Accuracy: 0.5958, Validation Accuracy: 0.6087, Loss: 0.7920 Epoch 2 Batch 362/1077 - Train Accuracy: 0.5967, Validation Accuracy: 0.6122, Loss: 0.7673 Epoch 2 Batch 363/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6048, Loss: 0.7956 Epoch 2 Batch 364/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6033, Loss: 0.7956 Epoch 2 Batch 365/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.6012, Loss: 0.7729 Epoch 2 Batch 366/1077 - Train Accuracy: 0.5594, Validation Accuracy: 0.6023, Loss: 0.7873 Epoch 2 Batch 367/1077 - Train Accuracy: 0.5796, Validation Accuracy: 0.6083, Loss: 0.6975 Epoch 2 Batch 368/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6058, Loss: 0.7732 Epoch 2 Batch 369/1077 - Train Accuracy: 0.5508, Validation Accuracy: 0.6076, Loss: 0.7598 Epoch 2 Batch 370/1077 - Train Accuracy: 0.5688, Validation Accuracy: 0.6065, Loss: 0.7508 Epoch 2 Batch 371/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6040, Loss: 0.7582 Epoch 2 Batch 372/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.6048, Loss: 0.7444 Epoch 2 Batch 373/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6055, Loss: 0.7079 Epoch 2 Batch 374/1077 - Train Accuracy: 0.5207, Validation Accuracy: 0.6080, Loss: 0.8293 Epoch 2 Batch 375/1077 - Train Accuracy: 0.5913, Validation Accuracy: 0.6076, Loss: 0.7173 Epoch 2 Batch 376/1077 - Train Accuracy: 0.6076, Validation Accuracy: 0.6069, Loss: 0.7384 Epoch 2 Batch 377/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6033, Loss: 0.7757 Epoch 2 Batch 378/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.6030, Loss: 0.7391 Epoch 2 Batch 379/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6023, Loss: 0.7877 Epoch 2 Batch 380/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6009, Loss: 0.7454 Epoch 2 Batch 381/1077 - Train Accuracy: 0.5699, Validation Accuracy: 0.6001, Loss: 0.7921 Epoch 2 Batch 382/1077 - Train Accuracy: 0.5599, Validation Accuracy: 0.6016, Loss: 0.7963 Epoch 2 Batch 383/1077 - Train Accuracy: 0.6049, Validation Accuracy: 0.6033, Loss: 0.7449 Epoch 2 Batch 384/1077 - Train Accuracy: 0.5813, Validation Accuracy: 0.6087, Loss: 0.7624 Epoch 2 Batch 385/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6112, Loss: 0.7963 Epoch 2 Batch 386/1077 - Train Accuracy: 0.5722, Validation Accuracy: 0.6119, Loss: 0.7571 Epoch 2 Batch 387/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6119, Loss: 0.7430 Epoch 2 Batch 388/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6108, Loss: 0.7510 Epoch 2 Batch 389/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6126, Loss: 0.7545 Epoch 2 Batch 390/1077 - Train Accuracy: 0.5230, Validation Accuracy: 0.6097, Loss: 0.8004 Epoch 2 Batch 391/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6122, Loss: 0.7463 Epoch 2 Batch 392/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.6083, Loss: 0.7567 Epoch 2 Batch 393/1077 - Train Accuracy: 0.5915, Validation Accuracy: 0.6023, Loss: 0.7198 Epoch 2 Batch 394/1077 - Train Accuracy: 0.5414, Validation Accuracy: 0.6026, Loss: 0.7935 Epoch 2 Batch 395/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6019, Loss: 0.7237 Epoch 2 Batch 396/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.6126, Loss: 0.7789 Epoch 2 Batch 397/1077 - Train Accuracy: 0.5874, Validation Accuracy: 0.6115, Loss: 0.7539 Epoch 2 Batch 398/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.6112, Loss: 0.7963 Epoch 2 Batch 399/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.6101, Loss: 0.8394 Epoch 2 Batch 400/1077 - Train Accuracy: 0.5734, Validation Accuracy: 0.6058, Loss: 0.7728 Epoch 2 Batch 401/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6019, Loss: 0.7611 Epoch 2 Batch 402/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6048, Loss: 0.7247 Epoch 2 Batch 403/1077 - Train Accuracy: 0.5414, Validation Accuracy: 0.5973, Loss: 0.7953 Epoch 2 Batch 404/1077 - Train Accuracy: 0.6034, Validation Accuracy: 0.5994, Loss: 0.7222 Epoch 2 Batch 405/1077 - Train Accuracy: 0.5493, Validation Accuracy: 0.6026, Loss: 0.8211 Epoch 2 Batch 406/1077 - Train Accuracy: 0.6057, Validation Accuracy: 0.6033, Loss: 0.7580 Epoch 2 Batch 407/1077 - Train Accuracy: 0.5445, Validation Accuracy: 0.6083, Loss: 0.8053 Epoch 2 Batch 408/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.6058, Loss: 0.7690 Epoch 2 Batch 409/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.6055, Loss: 0.7726 Epoch 2 Batch 410/1077 - Train Accuracy: 0.5185, Validation Accuracy: 0.6009, Loss: 0.7959 Epoch 2 Batch 411/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.6055, Loss: 0.7329 Epoch 2 Batch 412/1077 - Train Accuracy: 0.5641, Validation Accuracy: 0.6112, Loss: 0.7446 Epoch 2 Batch 413/1077 - Train Accuracy: 0.5574, Validation Accuracy: 0.6069, Loss: 0.7614 Epoch 2 Batch 414/1077 - Train Accuracy: 0.5484, Validation Accuracy: 0.6033, Loss: 0.7998 Epoch 2 Batch 415/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.5934, Loss: 0.7258 Epoch 2 Batch 416/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5959, Loss: 0.7596 Epoch 2 Batch 417/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.5994, Loss: 0.7845 Epoch 2 Batch 418/1077 - Train Accuracy: 0.5730, Validation Accuracy: 0.6037, Loss: 0.7493 Epoch 2 Batch 419/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.6016, Loss: 0.7831 Epoch 2 Batch 420/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6026, Loss: 0.7598 Epoch 2 Batch 421/1077 - Train Accuracy: 0.5512, Validation Accuracy: 0.6062, Loss: 0.7790 Epoch 2 Batch 422/1077 - Train Accuracy: 0.5655, Validation Accuracy: 0.6083, Loss: 0.7324 Epoch 2 Batch 423/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6072, Loss: 0.7756 Epoch 2 Batch 424/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.6019, Loss: 0.7833 Epoch 2 Batch 425/1077 - Train Accuracy: 0.5967, Validation Accuracy: 0.5994, Loss: 0.7408 Epoch 2 Batch 426/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.6009, Loss: 0.7868 Epoch 2 Batch 427/1077 - Train Accuracy: 0.5264, Validation Accuracy: 0.6012, Loss: 0.7664 Epoch 2 Batch 428/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6055, Loss: 0.7205 Epoch 2 Batch 429/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6037, Loss: 0.7406 Epoch 2 Batch 430/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.6062, Loss: 0.7605 Epoch 2 Batch 431/1077 - Train Accuracy: 0.5336, Validation Accuracy: 0.6080, Loss: 0.7661 Epoch 2 Batch 432/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6072, Loss: 0.7590 Epoch 2 Batch 433/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.6083, Loss: 0.7773 Epoch 2 Batch 434/1077 - Train Accuracy: 0.5512, Validation Accuracy: 0.6044, Loss: 0.7760 Epoch 2 Batch 435/1077 - Train Accuracy: 0.5822, Validation Accuracy: 0.6026, Loss: 0.7991 Epoch 2 Batch 436/1077 - Train Accuracy: 0.5874, Validation Accuracy: 0.5998, Loss: 0.7352 Epoch 2 Batch 437/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.5991, Loss: 0.7792 Epoch 2 Batch 438/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.6023, Loss: 0.7620 Epoch 2 Batch 439/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6019, Loss: 0.7751 Epoch 2 Batch 440/1077 - Train Accuracy: 0.5750, Validation Accuracy: 0.6030, Loss: 0.7796 Epoch 2 Batch 441/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.6016, Loss: 0.7595 Epoch 2 Batch 442/1077 - Train Accuracy: 0.5632, Validation Accuracy: 0.5994, Loss: 0.7407 Epoch 2 Batch 443/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.5849, Loss: 0.7322 Epoch 2 Batch 444/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.5948, Loss: 0.7751 Epoch 2 Batch 445/1077 - Train Accuracy: 0.5424, Validation Accuracy: 0.5984, Loss: 0.8029 Epoch 2 Batch 446/1077 - Train Accuracy: 0.5744, Validation Accuracy: 0.6062, Loss: 0.6993 Epoch 2 Batch 447/1077 - Train Accuracy: 0.5770, Validation Accuracy: 0.6058, Loss: 0.7716 Epoch 2 Batch 448/1077 - Train Accuracy: 0.5734, Validation Accuracy: 0.6048, Loss: 0.7748 Epoch 2 Batch 449/1077 - Train Accuracy: 0.5281, Validation Accuracy: 0.6055, Loss: 0.7994 Epoch 2 Batch 450/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.6062, Loss: 0.7358 Epoch 2 Batch 451/1077 - Train Accuracy: 0.5718, Validation Accuracy: 0.6044, Loss: 0.7284 Epoch 2 Batch 452/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.5941, Loss: 0.7768 Epoch 2 Batch 453/1077 - Train Accuracy: 0.5956, Validation Accuracy: 0.5948, Loss: 0.7359 Epoch 2 Batch 454/1077 - Train Accuracy: 0.5855, Validation Accuracy: 0.5969, Loss: 0.7738 Epoch 2 Batch 455/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.6044, Loss: 0.7138 Epoch 2 Batch 456/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6058, Loss: 0.7678 Epoch 2 Batch 457/1077 - Train Accuracy: 0.5729, Validation Accuracy: 0.6083, Loss: 0.7230 Epoch 2 Batch 458/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.6083, Loss: 0.7525 Epoch 2 Batch 459/1077 - Train Accuracy: 0.5833, Validation Accuracy: 0.6072, Loss: 0.7241 Epoch 2 Batch 460/1077 - Train Accuracy: 0.5602, Validation Accuracy: 0.6058, Loss: 0.7749 Epoch 2 Batch 461/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6019, Loss: 0.7600 Epoch 2 Batch 462/1077 - Train Accuracy: 0.5746, Validation Accuracy: 0.5955, Loss: 0.7526 Epoch 2 Batch 463/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.5991, Loss: 0.7820 Epoch 2 Batch 464/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6069, Loss: 0.7352 Epoch 2 Batch 465/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6037, Loss: 0.8203 Epoch 2 Batch 466/1077 - Train Accuracy: 0.5727, Validation Accuracy: 0.6051, Loss: 0.7472 Epoch 2 Batch 467/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6055, Loss: 0.7227 Epoch 2 Batch 468/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6012, Loss: 0.7618 Epoch 2 Batch 469/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.5955, Loss: 0.7733 Epoch 2 Batch 470/1077 - Train Accuracy: 0.5189, Validation Accuracy: 0.5941, Loss: 0.7878 Epoch 2 Batch 471/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.5991, Loss: 0.7358 Epoch 2 Batch 472/1077 - Train Accuracy: 0.5510, Validation Accuracy: 0.5987, Loss: 0.7336 Epoch 2 Batch 473/1077 - Train Accuracy: 0.5742, Validation Accuracy: 0.6040, Loss: 0.7754 Epoch 2 Batch 474/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.6058, Loss: 0.7751 Epoch 2 Batch 475/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6058, Loss: 0.7291 Epoch 2 Batch 476/1077 - Train Accuracy: 0.5448, Validation Accuracy: 0.6051, Loss: 0.7630 Epoch 2 Batch 477/1077 - Train Accuracy: 0.6231, Validation Accuracy: 0.6040, Loss: 0.7176 Epoch 2 Batch 478/1077 - Train Accuracy: 0.5567, Validation Accuracy: 0.6037, Loss: 0.8024 Epoch 2 Batch 479/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.6069, Loss: 0.7944 Epoch 2 Batch 480/1077 - Train Accuracy: 0.5736, Validation Accuracy: 0.6037, Loss: 0.7665 Epoch 2 Batch 481/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.6023, Loss: 0.7660 Epoch 2 Batch 482/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6112, Loss: 0.8104 Epoch 2 Batch 483/1077 - Train Accuracy: 0.5176, Validation Accuracy: 0.6115, Loss: 0.7549 Epoch 2 Batch 484/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6126, Loss: 0.7495 Epoch 2 Batch 485/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6126, Loss: 0.7540 Epoch 2 Batch 486/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6080, Loss: 0.7696 Epoch 2 Batch 487/1077 - Train Accuracy: 0.5518, Validation Accuracy: 0.6136, Loss: 0.7787 Epoch 2 Batch 488/1077 - Train Accuracy: 0.5629, Validation Accuracy: 0.6129, Loss: 0.7694 Epoch 2 Batch 489/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6158, Loss: 0.7184 Epoch 2 Batch 490/1077 - Train Accuracy: 0.5578, Validation Accuracy: 0.6104, Loss: 0.7612 Epoch 2 Batch 491/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6058, Loss: 0.7478 Epoch 2 Batch 492/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6065, Loss: 0.7818 Epoch 2 Batch 493/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6051, Loss: 0.7060 Epoch 2 Batch 494/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.6069, Loss: 0.7244 Epoch 2 Batch 495/1077 - Train Accuracy: 0.5680, Validation Accuracy: 0.6069, Loss: 0.7359 Epoch 2 Batch 496/1077 - Train Accuracy: 0.5477, Validation Accuracy: 0.6037, Loss: 0.7779 Epoch 2 Batch 497/1077 - Train Accuracy: 0.5210, Validation Accuracy: 0.6133, Loss: 0.8191 Epoch 2 Batch 498/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6108, Loss: 0.7361 Epoch 2 Batch 499/1077 - Train Accuracy: 0.5733, Validation Accuracy: 0.6119, Loss: 0.7139 Epoch 2 Batch 500/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6126, Loss: 0.7468 Epoch 2 Batch 501/1077 - Train Accuracy: 0.5574, Validation Accuracy: 0.6108, Loss: 0.7459 Epoch 2 Batch 502/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6076, Loss: 0.7327 Epoch 2 Batch 503/1077 - Train Accuracy: 0.5855, Validation Accuracy: 0.6094, Loss: 0.7566 Epoch 2 Batch 504/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6044, Loss: 0.7541 Epoch 2 Batch 505/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6083, Loss: 0.6790 Epoch 2 Batch 506/1077 - Train Accuracy: 0.5586, Validation Accuracy: 0.6076, Loss: 0.7462 Epoch 2 Batch 507/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6051, Loss: 0.7367 Epoch 2 Batch 508/1077 - Train Accuracy: 0.5897, Validation Accuracy: 0.6051, Loss: 0.7137 Epoch 2 Batch 509/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.5984, Loss: 0.7629 Epoch 2 Batch 510/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6058, Loss: 0.7284 Epoch 2 Batch 511/1077 - Train Accuracy: 0.5761, Validation Accuracy: 0.6048, Loss: 0.7700 Epoch 2 Batch 512/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6108, Loss: 0.7531 Epoch 2 Batch 513/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6119, Loss: 0.7553 Epoch 2 Batch 514/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.6094, Loss: 0.7630 Epoch 2 Batch 515/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6083, Loss: 0.7820 Epoch 2 Batch 516/1077 - Train Accuracy: 0.6097, Validation Accuracy: 0.6065, Loss: 0.6947 Epoch 2 Batch 517/1077 - Train Accuracy: 0.6120, Validation Accuracy: 0.6104, Loss: 0.7278 Epoch 2 Batch 518/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6101, Loss: 0.7254 Epoch 2 Batch 519/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6101, Loss: 0.7536 Epoch 2 Batch 520/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6083, Loss: 0.7074 Epoch 2 Batch 521/1077 - Train Accuracy: 0.5666, Validation Accuracy: 0.6126, Loss: 0.7366 Epoch 2 Batch 522/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.6090, Loss: 0.7774 Epoch 2 Batch 523/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6055, Loss: 0.7554 Epoch 2 Batch 524/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6126, Loss: 0.7664 Epoch 2 Batch 525/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6097, Loss: 0.7342 Epoch 2 Batch 526/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6090, Loss: 0.7465 Epoch 2 Batch 527/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6051, Loss: 0.7614 Epoch 2 Batch 528/1077 - Train Accuracy: 0.5883, Validation Accuracy: 0.6051, Loss: 0.7391 Epoch 2 Batch 529/1077 - Train Accuracy: 0.5641, Validation Accuracy: 0.5991, Loss: 0.7381 Epoch 2 Batch 530/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6058, Loss: 0.7538 Epoch 2 Batch 531/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6083, Loss: 0.7426 Epoch 2 Batch 532/1077 - Train Accuracy: 0.5180, Validation Accuracy: 0.6108, Loss: 0.7812 Epoch 2 Batch 533/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6097, Loss: 0.7620 Epoch 2 Batch 534/1077 - Train Accuracy: 0.5878, Validation Accuracy: 0.6072, Loss: 0.7292 Epoch 2 Batch 535/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6080, Loss: 0.7392 Epoch 2 Batch 536/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6051, Loss: 0.7307 Epoch 2 Batch 537/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.6026, Loss: 0.7479 Epoch 2 Batch 538/1077 - Train Accuracy: 0.6019, Validation Accuracy: 0.6026, Loss: 0.6807 Epoch 2 Batch 539/1077 - Train Accuracy: 0.5770, Validation Accuracy: 0.6023, Loss: 0.7522 Epoch 2 Batch 540/1077 - Train Accuracy: 0.5684, Validation Accuracy: 0.6016, Loss: 0.7048 Epoch 2 Batch 541/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.5923, Loss: 0.7607 Epoch 2 Batch 542/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.5945, Loss: 0.7329 Epoch 2 Batch 543/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6001, Loss: 0.7602 Epoch 2 Batch 544/1077 - Train Accuracy: 0.5828, Validation Accuracy: 0.6087, Loss: 0.7448 Epoch 2 Batch 545/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6080, Loss: 0.7882 Epoch 2 Batch 546/1077 - Train Accuracy: 0.5250, Validation Accuracy: 0.6069, Loss: 0.7906 Epoch 2 Batch 547/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6065, Loss: 0.7345 Epoch 2 Batch 548/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.6048, Loss: 0.7570 Epoch 2 Batch 549/1077 - Train Accuracy: 0.5434, Validation Accuracy: 0.6019, Loss: 0.7840 Epoch 2 Batch 550/1077 - Train Accuracy: 0.5492, Validation Accuracy: 0.6026, Loss: 0.7810 Epoch 2 Batch 551/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6094, Loss: 0.7563 Epoch 2 Batch 552/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6133, Loss: 0.7489 Epoch 2 Batch 553/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6140, Loss: 0.7417 Epoch 2 Batch 554/1077 - Train Accuracy: 0.5727, Validation Accuracy: 0.6136, Loss: 0.7518 Epoch 2 Batch 555/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6136, Loss: 0.7294 Epoch 2 Batch 556/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6097, Loss: 0.7259 Epoch 2 Batch 557/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6101, Loss: 0.7390 Epoch 2 Batch 558/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6126, Loss: 0.7206 Epoch 2 Batch 559/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6072, Loss: 0.7277 Epoch 2 Batch 560/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6136, Loss: 0.7173 Epoch 2 Batch 561/1077 - Train Accuracy: 0.6124, Validation Accuracy: 0.6122, Loss: 0.7145 Epoch 2 Batch 562/1077 - Train Accuracy: 0.6042, Validation Accuracy: 0.6094, Loss: 0.6957 Epoch 2 Batch 563/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.6051, Loss: 0.7723 Epoch 2 Batch 564/1077 - Train Accuracy: 0.5888, Validation Accuracy: 0.6048, Loss: 0.7847 Epoch 2 Batch 565/1077 - Train Accuracy: 0.5800, Validation Accuracy: 0.5987, Loss: 0.7229 Epoch 2 Batch 566/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6048, Loss: 0.7533 Epoch 2 Batch 567/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6016, Loss: 0.7357 Epoch 2 Batch 568/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6072, Loss: 0.7167 Epoch 2 Batch 569/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6012, Loss: 0.7360 Epoch 2 Batch 570/1077 - Train Accuracy: 0.5822, Validation Accuracy: 0.6044, Loss: 0.7578 Epoch 2 Batch 571/1077 - Train Accuracy: 0.6194, Validation Accuracy: 0.6094, Loss: 0.6952 Epoch 2 Batch 572/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6062, Loss: 0.6937 Epoch 2 Batch 573/1077 - Train Accuracy: 0.5813, Validation Accuracy: 0.6044, Loss: 0.7316 Epoch 2 Batch 574/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6012, Loss: 0.7613 Epoch 2 Batch 575/1077 - Train Accuracy: 0.5897, Validation Accuracy: 0.6062, Loss: 0.7268 Epoch 2 Batch 576/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6083, Loss: 0.7598 Epoch 2 Batch 577/1077 - Train Accuracy: 0.5378, Validation Accuracy: 0.6044, Loss: 0.7737 Epoch 2 Batch 578/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.6009, Loss: 0.7619 Epoch 2 Batch 579/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6026, Loss: 0.7174 Epoch 2 Batch 580/1077 - Train Accuracy: 0.6045, Validation Accuracy: 0.6019, Loss: 0.6789 Epoch 2 Batch 581/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6065, Loss: 0.7210 Epoch 2 Batch 582/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6083, Loss: 0.7353 Epoch 2 Batch 583/1077 - Train Accuracy: 0.5424, Validation Accuracy: 0.6087, Loss: 0.7618 Epoch 2 Batch 584/1077 - Train Accuracy: 0.5722, Validation Accuracy: 0.6009, Loss: 0.7410 Epoch 2 Batch 585/1077 - Train Accuracy: 0.6075, Validation Accuracy: 0.5980, Loss: 0.6798 Epoch 2 Batch 586/1077 - Train Accuracy: 0.5440, Validation Accuracy: 0.5955, Loss: 0.7817 Epoch 2 Batch 587/1077 - Train Accuracy: 0.5357, Validation Accuracy: 0.5998, Loss: 0.6988 Epoch 2 Batch 588/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6058, Loss: 0.7423 Epoch 2 Batch 589/1077 - Train Accuracy: 0.5530, Validation Accuracy: 0.6044, Loss: 0.7703 Epoch 2 Batch 590/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6058, Loss: 0.7614 Epoch 2 Batch 591/1077 - Train Accuracy: 0.6229, Validation Accuracy: 0.6058, Loss: 0.6855 Epoch 2 Batch 592/1077 - Train Accuracy: 0.5965, Validation Accuracy: 0.6055, Loss: 0.7387 Epoch 2 Batch 593/1077 - Train Accuracy: 0.5897, Validation Accuracy: 0.6090, Loss: 0.6932 Epoch 2 Batch 594/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6001, Loss: 0.7390 Epoch 2 Batch 595/1077 - Train Accuracy: 0.5582, Validation Accuracy: 0.6012, Loss: 0.7486 Epoch 2 Batch 596/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6101, Loss: 0.7491 Epoch 2 Batch 597/1077 - Train Accuracy: 0.5531, Validation Accuracy: 0.6055, Loss: 0.7518 Epoch 2 Batch 598/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6115, Loss: 0.7093 Epoch 2 Batch 599/1077 - Train Accuracy: 0.5602, Validation Accuracy: 0.6104, Loss: 0.7867 Epoch 2 Batch 600/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6087, Loss: 0.6970 Epoch 2 Batch 601/1077 - Train Accuracy: 0.5807, Validation Accuracy: 0.6030, Loss: 0.7072 Epoch 2 Batch 602/1077 - Train Accuracy: 0.5832, Validation Accuracy: 0.5977, Loss: 0.7301 Epoch 2 Batch 603/1077 - Train Accuracy: 0.5874, Validation Accuracy: 0.5966, Loss: 0.7290 Epoch 2 Batch 604/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.6076, Loss: 0.7640 Epoch 2 Batch 605/1077 - Train Accuracy: 0.5720, Validation Accuracy: 0.6119, Loss: 0.7735 Epoch 2 Batch 606/1077 - Train Accuracy: 0.6101, Validation Accuracy: 0.6119, Loss: 0.6794 Epoch 2 Batch 607/1077 - Train Accuracy: 0.6474, Validation Accuracy: 0.6112, Loss: 0.6852 Epoch 2 Batch 608/1077 - Train Accuracy: 0.5770, Validation Accuracy: 0.6112, Loss: 0.7667 Epoch 2 Batch 609/1077 - Train Accuracy: 0.5586, Validation Accuracy: 0.6129, Loss: 0.7420 Epoch 2 Batch 610/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.6090, Loss: 0.7583 Epoch 2 Batch 611/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.6108, Loss: 0.7420 Epoch 2 Batch 612/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6112, Loss: 0.6881 Epoch 2 Batch 613/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6104, Loss: 0.7661 Epoch 2 Batch 614/1077 - Train Accuracy: 0.6146, Validation Accuracy: 0.6108, Loss: 0.6978 Epoch 2 Batch 615/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6101, Loss: 0.7133 Epoch 2 Batch 616/1077 - Train Accuracy: 0.5362, Validation Accuracy: 0.6097, Loss: 0.7644 Epoch 2 Batch 617/1077 - Train Accuracy: 0.5897, Validation Accuracy: 0.6179, Loss: 0.7173 Epoch 2 Batch 618/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6133, Loss: 0.7193 Epoch 2 Batch 619/1077 - Train Accuracy: 0.5374, Validation Accuracy: 0.6087, Loss: 0.7600 Epoch 2 Batch 620/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.6143, Loss: 0.7217 Epoch 2 Batch 621/1077 - Train Accuracy: 0.5699, Validation Accuracy: 0.6108, Loss: 0.7110 Epoch 2 Batch 622/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6136, Loss: 0.7662 Epoch 2 Batch 623/1077 - Train Accuracy: 0.5684, Validation Accuracy: 0.6147, Loss: 0.7387 Epoch 2 Batch 624/1077 - Train Accuracy: 0.6209, Validation Accuracy: 0.6140, Loss: 0.6924 Epoch 2 Batch 625/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6158, Loss: 0.7308 Epoch 2 Batch 626/1077 - Train Accuracy: 0.6303, Validation Accuracy: 0.6151, Loss: 0.6687 Epoch 2 Batch 627/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6090, Loss: 0.7327 Epoch 2 Batch 628/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6069, Loss: 0.7550 Epoch 2 Batch 629/1077 - Train Accuracy: 0.5609, Validation Accuracy: 0.6087, Loss: 0.7475 Epoch 2 Batch 630/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6143, Loss: 0.7279 Epoch 2 Batch 631/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6112, Loss: 0.7113 Epoch 2 Batch 632/1077 - Train Accuracy: 0.5816, Validation Accuracy: 0.6129, Loss: 0.7304 Epoch 2 Batch 633/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6122, Loss: 0.7381 Epoch 2 Batch 634/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6140, Loss: 0.6939 Epoch 2 Batch 635/1077 - Train Accuracy: 0.5678, Validation Accuracy: 0.6115, Loss: 0.7808 Epoch 2 Batch 636/1077 - Train Accuracy: 0.6199, Validation Accuracy: 0.6112, Loss: 0.7120 Epoch 2 Batch 637/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6112, Loss: 0.7431 Epoch 2 Batch 638/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.6151, Loss: 0.7080 Epoch 2 Batch 639/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6147, Loss: 0.7280 Epoch 2 Batch 640/1077 - Train Accuracy: 0.5796, Validation Accuracy: 0.6179, Loss: 0.6991 Epoch 2 Batch 641/1077 - Train Accuracy: 0.5879, Validation Accuracy: 0.6143, Loss: 0.7314 Epoch 2 Batch 642/1077 - Train Accuracy: 0.6057, Validation Accuracy: 0.6115, Loss: 0.7184 Epoch 2 Batch 643/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.6115, Loss: 0.6896 Epoch 2 Batch 644/1077 - Train Accuracy: 0.5832, Validation Accuracy: 0.6122, Loss: 0.7087 Epoch 2 Batch 645/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6175, Loss: 0.7030 Epoch 2 Batch 646/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6143, Loss: 0.7133 Epoch 2 Batch 647/1077 - Train Accuracy: 0.5828, Validation Accuracy: 0.6115, Loss: 0.7255 Epoch 2 Batch 648/1077 - Train Accuracy: 0.6038, Validation Accuracy: 0.6129, Loss: 0.6957 Epoch 2 Batch 649/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6147, Loss: 0.7583 Epoch 2 Batch 650/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6151, Loss: 0.7337 Epoch 2 Batch 651/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6119, Loss: 0.7130 Epoch 2 Batch 652/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6115, Loss: 0.7728 Epoch 2 Batch 653/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6129, Loss: 0.7309 Epoch 2 Batch 654/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.6133, Loss: 0.7093 Epoch 2 Batch 655/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.6175, Loss: 0.7342 Epoch 2 Batch 656/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6133, Loss: 0.7265 Epoch 2 Batch 657/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6087, Loss: 0.7387 Epoch 2 Batch 658/1077 - Train Accuracy: 0.5952, Validation Accuracy: 0.6147, Loss: 0.6991 Epoch 2 Batch 659/1077 - Train Accuracy: 0.6362, Validation Accuracy: 0.6190, Loss: 0.6823 Epoch 2 Batch 660/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6193, Loss: 0.7449 Epoch 2 Batch 661/1077 - Train Accuracy: 0.6187, Validation Accuracy: 0.6129, Loss: 0.6710 Epoch 2 Batch 662/1077 - Train Accuracy: 0.5882, Validation Accuracy: 0.6140, Loss: 0.6934 Epoch 2 Batch 663/1077 - Train Accuracy: 0.5629, Validation Accuracy: 0.6154, Loss: 0.6970 Epoch 2 Batch 664/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6158, Loss: 0.6947 Epoch 2 Batch 665/1077 - Train Accuracy: 0.5750, Validation Accuracy: 0.6168, Loss: 0.7317 Epoch 2 Batch 666/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6158, Loss: 0.7651 Epoch 2 Batch 667/1077 - Train Accuracy: 0.5715, Validation Accuracy: 0.6122, Loss: 0.7525 Epoch 2 Batch 668/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6140, Loss: 0.6966 Epoch 2 Batch 669/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.6133, Loss: 0.7155 Epoch 2 Batch 670/1077 - Train Accuracy: 0.6264, Validation Accuracy: 0.6154, Loss: 0.6630 Epoch 2 Batch 671/1077 - Train Accuracy: 0.5440, Validation Accuracy: 0.6172, Loss: 0.7681 Epoch 2 Batch 672/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6161, Loss: 0.7090 Epoch 2 Batch 673/1077 - Train Accuracy: 0.6019, Validation Accuracy: 0.6136, Loss: 0.6999 Epoch 2 Batch 674/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6062, Loss: 0.7181 Epoch 2 Batch 675/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6058, Loss: 0.7166 Epoch 2 Batch 676/1077 - Train Accuracy: 0.5802, Validation Accuracy: 0.6104, Loss: 0.7401 Epoch 2 Batch 677/1077 - Train Accuracy: 0.5684, Validation Accuracy: 0.6065, Loss: 0.7494 Epoch 2 Batch 678/1077 - Train Accuracy: 0.5923, Validation Accuracy: 0.6097, Loss: 0.6945 Epoch 2 Batch 679/1077 - Train Accuracy: 0.5609, Validation Accuracy: 0.6126, Loss: 0.7428 Epoch 2 Batch 680/1077 - Train Accuracy: 0.5964, Validation Accuracy: 0.6104, Loss: 0.7073 Epoch 2 Batch 681/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6104, Loss: 0.7350 Epoch 2 Batch 682/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6122, Loss: 0.7394 Epoch 2 Batch 683/1077 - Train Accuracy: 0.5664, Validation Accuracy: 0.6094, Loss: 0.7197 Epoch 2 Batch 684/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6119, Loss: 0.7080 Epoch 2 Batch 685/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.6115, Loss: 0.7323 Epoch 2 Batch 686/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6097, Loss: 0.6835 Epoch 2 Batch 687/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6133, Loss: 0.7503 Epoch 2 Batch 688/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6133, Loss: 0.7102 Epoch 2 Batch 689/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6154, Loss: 0.7089 Epoch 2 Batch 690/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6136, Loss: 0.7129 Epoch 2 Batch 691/1077 - Train Accuracy: 0.5794, Validation Accuracy: 0.6101, Loss: 0.7681 Epoch 2 Batch 692/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6076, Loss: 0.6725 Epoch 2 Batch 693/1077 - Train Accuracy: 0.5530, Validation Accuracy: 0.6062, Loss: 0.8053 Epoch 2 Batch 694/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6083, Loss: 0.6913 Epoch 2 Batch 695/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6094, Loss: 0.6893 Epoch 2 Batch 696/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.6112, Loss: 0.7778 Epoch 2 Batch 697/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6112, Loss: 0.6921 Epoch 2 Batch 698/1077 - Train Accuracy: 0.5681, Validation Accuracy: 0.6080, Loss: 0.6941 Epoch 2 Batch 699/1077 - Train Accuracy: 0.5292, Validation Accuracy: 0.6101, Loss: 0.7416 Epoch 2 Batch 700/1077 - Train Accuracy: 0.5516, Validation Accuracy: 0.6112, Loss: 0.7063 Epoch 2 Batch 701/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6115, Loss: 0.7476 Epoch 2 Batch 702/1077 - Train Accuracy: 0.5889, Validation Accuracy: 0.6154, Loss: 0.7187 Epoch 2 Batch 703/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6151, Loss: 0.7386 Epoch 2 Batch 704/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6172, Loss: 0.7422 Epoch 2 Batch 705/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6126, Loss: 0.7780 Epoch 2 Batch 706/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6087, Loss: 0.7002 Epoch 2 Batch 707/1077 - Train Accuracy: 0.5793, Validation Accuracy: 0.6097, Loss: 0.7367 Epoch 2 Batch 708/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6087, Loss: 0.7315 Epoch 2 Batch 709/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6062, Loss: 0.7465 Epoch 2 Batch 710/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.6033, Loss: 0.7183 Epoch 2 Batch 711/1077 - Train Accuracy: 0.5664, Validation Accuracy: 0.6076, Loss: 0.7525 Epoch 2 Batch 712/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6151, Loss: 0.7092 Epoch 2 Batch 713/1077 - Train Accuracy: 0.6151, Validation Accuracy: 0.6083, Loss: 0.6494 Epoch 2 Batch 714/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5717, Loss: 0.7452 Epoch 2 Batch 715/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6080, Loss: 0.7645 Epoch 2 Batch 716/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6094, Loss: 0.6816 Epoch 2 Batch 717/1077 - Train Accuracy: 0.5572, Validation Accuracy: 0.5955, Loss: 0.7255 Epoch 2 Batch 718/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5948, Loss: 0.7516 Epoch 2 Batch 719/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6087, Loss: 0.7108 Epoch 2 Batch 720/1077 - Train Accuracy: 0.5761, Validation Accuracy: 0.6154, Loss: 0.7623 Epoch 2 Batch 721/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6076, Loss: 0.7419 Epoch 2 Batch 722/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6097, Loss: 0.7283 Epoch 2 Batch 723/1077 - Train Accuracy: 0.5993, Validation Accuracy: 0.6122, Loss: 0.7074 Epoch 2 Batch 724/1077 - Train Accuracy: 0.5592, Validation Accuracy: 0.6076, Loss: 0.7461 Epoch 2 Batch 725/1077 - Train Accuracy: 0.5718, Validation Accuracy: 0.5969, Loss: 0.6973 Epoch 2 Batch 726/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6033, Loss: 0.7116 Epoch 2 Batch 727/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6062, Loss: 0.6810 Epoch 2 Batch 728/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6040, Loss: 0.7045 Epoch 2 Batch 729/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.6094, Loss: 0.7560 Epoch 2 Batch 730/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6115, Loss: 0.7227 Epoch 2 Batch 731/1077 - Train Accuracy: 0.5811, Validation Accuracy: 0.6104, Loss: 0.7360 Epoch 2 Batch 732/1077 - Train Accuracy: 0.5592, Validation Accuracy: 0.6080, Loss: 0.7529 Epoch 2 Batch 733/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.5994, Loss: 0.7226 Epoch 2 Batch 734/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.6001, Loss: 0.7601 Epoch 2 Batch 735/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.6058, Loss: 0.7138 Epoch 2 Batch 736/1077 - Train Accuracy: 0.6028, Validation Accuracy: 0.6112, Loss: 0.7132 Epoch 2 Batch 737/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6151, Loss: 0.7520 Epoch 2 Batch 738/1077 - Train Accuracy: 0.6390, Validation Accuracy: 0.6179, Loss: 0.6330 Epoch 2 Batch 739/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6193, Loss: 0.7113 Epoch 2 Batch 740/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6172, Loss: 0.7046 Epoch 2 Batch 741/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6126, Loss: 0.7092 Epoch 2 Batch 742/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6108, Loss: 0.7289 Epoch 2 Batch 743/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6126, Loss: 0.7295 Epoch 2 Batch 744/1077 - Train Accuracy: 0.5990, Validation Accuracy: 0.6204, Loss: 0.6764 Epoch 2 Batch 745/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6190, Loss: 0.7086 Epoch 2 Batch 746/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6200, Loss: 0.6969 Epoch 2 Batch 747/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6250, Loss: 0.6870 Epoch 2 Batch 748/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.6214, Loss: 0.6969 Epoch 2 Batch 749/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6161, Loss: 0.7387 Epoch 2 Batch 750/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6151, Loss: 0.7064 Epoch 2 Batch 751/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6094, Loss: 0.6980 Epoch 2 Batch 752/1077 - Train Accuracy: 0.6112, Validation Accuracy: 0.6126, Loss: 0.6592 Epoch 2 Batch 753/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6165, Loss: 0.7025 Epoch 2 Batch 754/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6214, Loss: 0.7254 Epoch 2 Batch 755/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6161, Loss: 0.7067 Epoch 2 Batch 756/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6126, Loss: 0.6773 Epoch 2 Batch 757/1077 - Train Accuracy: 0.5810, Validation Accuracy: 0.6136, Loss: 0.7360 Epoch 2 Batch 758/1077 - Train Accuracy: 0.6112, Validation Accuracy: 0.6225, Loss: 0.6735 Epoch 2 Batch 759/1077 - Train Accuracy: 0.6276, Validation Accuracy: 0.6207, Loss: 0.6574 Epoch 2 Batch 760/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6200, Loss: 0.7187 Epoch 2 Batch 761/1077 - Train Accuracy: 0.5452, Validation Accuracy: 0.6147, Loss: 0.7337 Epoch 2 Batch 762/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6154, Loss: 0.6873 Epoch 2 Batch 763/1077 - Train Accuracy: 0.5893, Validation Accuracy: 0.6207, Loss: 0.6819 Epoch 2 Batch 764/1077 - Train Accuracy: 0.5752, Validation Accuracy: 0.6246, Loss: 0.7144 Epoch 2 Batch 765/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6197, Loss: 0.6828 Epoch 2 Batch 766/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6232, Loss: 0.7406 Epoch 2 Batch 767/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6214, Loss: 0.6961 Epoch 2 Batch 768/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6229, Loss: 0.7070 Epoch 2 Batch 769/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6232, Loss: 0.7123 Epoch 2 Batch 770/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6229, Loss: 0.6703 Epoch 2 Batch 771/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6197, Loss: 0.7273 Epoch 2 Batch 772/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6193, Loss: 0.6786 Epoch 2 Batch 773/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6136, Loss: 0.6942 Epoch 2 Batch 774/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6087, Loss: 0.7265 Epoch 2 Batch 775/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6161, Loss: 0.7093 Epoch 2 Batch 776/1077 - Train Accuracy: 0.5805, Validation Accuracy: 0.6151, Loss: 0.7080 Epoch 2 Batch 777/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6168, Loss: 0.7157 Epoch 2 Batch 778/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6179, Loss: 0.6893 Epoch 2 Batch 779/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6175, Loss: 0.7189 Epoch 2 Batch 780/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6183, Loss: 0.7313 Epoch 2 Batch 781/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6204, Loss: 0.6605 Epoch 2 Batch 782/1077 - Train Accuracy: 0.6150, Validation Accuracy: 0.6222, Loss: 0.6851 Epoch 2 Batch 783/1077 - Train Accuracy: 0.5978, Validation Accuracy: 0.6214, Loss: 0.7001 Epoch 2 Batch 784/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6179, Loss: 0.7031 Epoch 2 Batch 785/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.6186, Loss: 0.6567 Epoch 2 Batch 786/1077 - Train Accuracy: 0.5453, Validation Accuracy: 0.6104, Loss: 0.7192 Epoch 2 Batch 787/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6172, Loss: 0.6499 Epoch 2 Batch 788/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6175, Loss: 0.6978 Epoch 2 Batch 789/1077 - Train Accuracy: 0.5411, Validation Accuracy: 0.6200, Loss: 0.7302 Epoch 2 Batch 790/1077 - Train Accuracy: 0.5266, Validation Accuracy: 0.6126, Loss: 0.7474 Epoch 2 Batch 791/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6161, Loss: 0.7140 Epoch 2 Batch 792/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6133, Loss: 0.7253 Epoch 2 Batch 793/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6143, Loss: 0.6823 Epoch 2 Batch 794/1077 - Train Accuracy: 0.5609, Validation Accuracy: 0.6154, Loss: 0.6996 Epoch 2 Batch 795/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6151, Loss: 0.7167 Epoch 2 Batch 796/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6122, Loss: 0.7170 Epoch 2 Batch 797/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6175, Loss: 0.6919 Epoch 2 Batch 798/1077 - Train Accuracy: 0.5883, Validation Accuracy: 0.6193, Loss: 0.7184 Epoch 2 Batch 799/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6204, Loss: 0.7443 Epoch 2 Batch 800/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6197, Loss: 0.7053 Epoch 2 Batch 801/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6193, Loss: 0.7322 Epoch 2 Batch 802/1077 - Train Accuracy: 0.5964, Validation Accuracy: 0.6193, Loss: 0.6879 Epoch 2 Batch 803/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6225, Loss: 0.7094 Epoch 2 Batch 804/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6257, Loss: 0.7099 Epoch 2 Batch 805/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6236, Loss: 0.6975 Epoch 2 Batch 806/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6264, Loss: 0.6979 Epoch 2 Batch 807/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6254, Loss: 0.6933 Epoch 2 Batch 808/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6236, Loss: 0.7121 Epoch 2 Batch 809/1077 - Train Accuracy: 0.5822, Validation Accuracy: 0.6264, Loss: 0.7459 Epoch 2 Batch 810/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6225, Loss: 0.6629 Epoch 2 Batch 811/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6254, Loss: 0.6512 Epoch 2 Batch 812/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6300, Loss: 0.7228 Epoch 2 Batch 813/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6296, Loss: 0.6806 Epoch 2 Batch 814/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6204, Loss: 0.6991 Epoch 2 Batch 815/1077 - Train Accuracy: 0.5813, Validation Accuracy: 0.6168, Loss: 0.6948 Epoch 2 Batch 816/1077 - Train Accuracy: 0.6271, Validation Accuracy: 0.6211, Loss: 0.7222 Epoch 2 Batch 817/1077 - Train Accuracy: 0.5590, Validation Accuracy: 0.6229, Loss: 0.7429 Epoch 2 Batch 818/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.6211, Loss: 0.7175 Epoch 2 Batch 819/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6175, Loss: 0.6908 Epoch 2 Batch 820/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6193, Loss: 0.7276 Epoch 2 Batch 821/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6207, Loss: 0.6860 Epoch 2 Batch 822/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6236, Loss: 0.6992 Epoch 2 Batch 823/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.6246, Loss: 0.6933 Epoch 2 Batch 824/1077 - Train Accuracy: 0.5878, Validation Accuracy: 0.6193, Loss: 0.6733 Epoch 2 Batch 825/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6243, Loss: 0.6920 Epoch 2 Batch 826/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6250, Loss: 0.6623 Epoch 2 Batch 827/1077 - Train Accuracy: 0.5604, Validation Accuracy: 0.6246, Loss: 0.7404 Epoch 2 Batch 828/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6183, Loss: 0.6913 Epoch 2 Batch 829/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6140, Loss: 0.7202 Epoch 2 Batch 830/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6200, Loss: 0.6876 Epoch 2 Batch 831/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6229, Loss: 0.7105 Epoch 2 Batch 832/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6200, Loss: 0.6995 Epoch 2 Batch 833/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6204, Loss: 0.7072 Epoch 2 Batch 834/1077 - Train Accuracy: 0.6534, Validation Accuracy: 0.6211, Loss: 0.6595 Epoch 2 Batch 835/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6207, Loss: 0.6954 Epoch 2 Batch 836/1077 - Train Accuracy: 0.5576, Validation Accuracy: 0.6154, Loss: 0.7219 Epoch 2 Batch 837/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6200, Loss: 0.7371 Epoch 2 Batch 838/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6193, Loss: 0.6778 Epoch 2 Batch 839/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6225, Loss: 0.6732 Epoch 2 Batch 840/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6246, Loss: 0.6773 Epoch 2 Batch 841/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6239, Loss: 0.6863 Epoch 2 Batch 842/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6261, Loss: 0.6757 Epoch 2 Batch 843/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6268, Loss: 0.6518 Epoch 2 Batch 844/1077 - Train Accuracy: 0.6064, Validation Accuracy: 0.6261, Loss: 0.6637 Epoch 2 Batch 845/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6207, Loss: 0.6819 Epoch 2 Batch 846/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6197, Loss: 0.6857 Epoch 2 Batch 847/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6250, Loss: 0.6949 Epoch 2 Batch 848/1077 - Train Accuracy: 0.5965, Validation Accuracy: 0.6236, Loss: 0.7057 Epoch 2 Batch 849/1077 - Train Accuracy: 0.5977, Validation Accuracy: 0.6271, Loss: 0.6708 Epoch 2 Batch 850/1077 - Train Accuracy: 0.5841, Validation Accuracy: 0.6257, Loss: 0.7255 Epoch 2 Batch 851/1077 - Train Accuracy: 0.6179, Validation Accuracy: 0.6275, Loss: 0.6656 Epoch 2 Batch 852/1077 - Train Accuracy: 0.5754, Validation Accuracy: 0.6289, Loss: 0.7039 Epoch 2 Batch 853/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6271, Loss: 0.6515 Epoch 2 Batch 854/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6264, Loss: 0.6914 Epoch 2 Batch 855/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6243, Loss: 0.6866 Epoch 2 Batch 856/1077 - Train Accuracy: 0.5965, Validation Accuracy: 0.6197, Loss: 0.7006 Epoch 2 Batch 857/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6254, Loss: 0.6827 Epoch 2 Batch 858/1077 - Train Accuracy: 0.6079, Validation Accuracy: 0.6232, Loss: 0.6729 Epoch 2 Batch 859/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6317, Loss: 0.6973 Epoch 2 Batch 860/1077 - Train Accuracy: 0.5893, Validation Accuracy: 0.6310, Loss: 0.6839 Epoch 2 Batch 861/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6328, Loss: 0.6945 Epoch 2 Batch 862/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6310, Loss: 0.6799 Epoch 2 Batch 863/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6296, Loss: 0.6650 Epoch 2 Batch 864/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6286, Loss: 0.6778 Epoch 2 Batch 865/1077 - Train Accuracy: 0.6619, Validation Accuracy: 0.6239, Loss: 0.6166 Epoch 2 Batch 866/1077 - Train Accuracy: 0.6116, Validation Accuracy: 0.6236, Loss: 0.6708 Epoch 2 Batch 867/1077 - Train Accuracy: 0.5527, Validation Accuracy: 0.6257, Loss: 0.7278 Epoch 2 Batch 868/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6257, Loss: 0.7013 Epoch 2 Batch 869/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6211, Loss: 0.7009 Epoch 2 Batch 870/1077 - Train Accuracy: 0.5604, Validation Accuracy: 0.6211, Loss: 0.7338 Epoch 2 Batch 871/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.6218, Loss: 0.6919 Epoch 2 Batch 872/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6243, Loss: 0.6764 Epoch 2 Batch 873/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6254, Loss: 0.6941 Epoch 2 Batch 874/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.6257, Loss: 0.6939 Epoch 2 Batch 875/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6214, Loss: 0.6913 Epoch 2 Batch 876/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.6207, Loss: 0.6983 Epoch 2 Batch 877/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6190, Loss: 0.6715 Epoch 2 Batch 878/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6222, Loss: 0.6685 Epoch 2 Batch 879/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6207, Loss: 0.6507 Epoch 2 Batch 880/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6264, Loss: 0.6817 Epoch 2 Batch 881/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6232, Loss: 0.7193 Epoch 2 Batch 882/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6232, Loss: 0.7071 Epoch 2 Batch 883/1077 - Train Accuracy: 0.5452, Validation Accuracy: 0.6250, Loss: 0.7729 Epoch 2 Batch 884/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6246, Loss: 0.6640 Epoch 2 Batch 885/1077 - Train Accuracy: 0.6325, Validation Accuracy: 0.6264, Loss: 0.5921 Epoch 2 Batch 886/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6250, Loss: 0.7098 Epoch 2 Batch 887/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6204, Loss: 0.7072 Epoch 2 Batch 888/1077 - Train Accuracy: 0.6124, Validation Accuracy: 0.5707, Loss: 0.7033 Epoch 2 Batch 889/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6033, Loss: 0.7094 Epoch 2 Batch 890/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6289, Loss: 0.6549 Epoch 2 Batch 891/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.6200, Loss: 0.6995 Epoch 2 Batch 892/1077 - Train Accuracy: 0.5980, Validation Accuracy: 0.5994, Loss: 0.6639 Epoch 2 Batch 893/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6055, Loss: 0.6896 Epoch 2 Batch 894/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6211, Loss: 0.6532 Epoch 2 Batch 895/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6289, Loss: 0.6814 Epoch 2 Batch 896/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.6161, Loss: 0.7261 Epoch 2 Batch 897/1077 - Train Accuracy: 0.6142, Validation Accuracy: 0.6161, Loss: 0.6418 Epoch 2 Batch 898/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6214, Loss: 0.6597 Epoch 2 Batch 899/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6268, Loss: 0.7120 Epoch 2 Batch 900/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6175, Loss: 0.6944 Epoch 2 Batch 901/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6119, Loss: 0.6975 Epoch 2 Batch 902/1077 - Train Accuracy: 0.6298, Validation Accuracy: 0.6158, Loss: 0.6780 Epoch 2 Batch 903/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6257, Loss: 0.6597 Epoch 2 Batch 904/1077 - Train Accuracy: 0.5801, Validation Accuracy: 0.6214, Loss: 0.6900 Epoch 2 Batch 905/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6222, Loss: 0.6590 Epoch 2 Batch 906/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6239, Loss: 0.6657 Epoch 2 Batch 907/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6218, Loss: 0.6750 Epoch 2 Batch 908/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6317, Loss: 0.7007 Epoch 2 Batch 909/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6286, Loss: 0.6805 Epoch 2 Batch 910/1077 - Train Accuracy: 0.5837, Validation Accuracy: 0.6282, Loss: 0.6638 Epoch 2 Batch 911/1077 - Train Accuracy: 0.6424, Validation Accuracy: 0.6225, Loss: 0.6111 Epoch 2 Batch 912/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6229, Loss: 0.6937 Epoch 2 Batch 913/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6246, Loss: 0.7000 Epoch 2 Batch 914/1077 - Train Accuracy: 0.6784, Validation Accuracy: 0.6303, Loss: 0.6023 Epoch 2 Batch 915/1077 - Train Accuracy: 0.5715, Validation Accuracy: 0.6204, Loss: 0.7223 Epoch 2 Batch 916/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6193, Loss: 0.6948 Epoch 2 Batch 917/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6161, Loss: 0.7067 Epoch 2 Batch 918/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6218, Loss: 0.6252 Epoch 2 Batch 919/1077 - Train Accuracy: 0.6439, Validation Accuracy: 0.6250, Loss: 0.6692 Epoch 2 Batch 920/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6282, Loss: 0.6871 Epoch 2 Batch 921/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6229, Loss: 0.6875 Epoch 2 Batch 922/1077 - Train Accuracy: 0.5744, Validation Accuracy: 0.6200, Loss: 0.6632 Epoch 2 Batch 923/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.6246, Loss: 0.7170 Epoch 2 Batch 924/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.6261, Loss: 0.7228 Epoch 2 Batch 925/1077 - Train Accuracy: 0.5770, Validation Accuracy: 0.6310, Loss: 0.6562 Epoch 2 Batch 926/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6314, Loss: 0.6980 Epoch 2 Batch 927/1077 - Train Accuracy: 0.5652, Validation Accuracy: 0.6310, Loss: 0.6989 Epoch 2 Batch 928/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6310, Loss: 0.6742 Epoch 2 Batch 929/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6278, Loss: 0.7036 Epoch 2 Batch 930/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6321, Loss: 0.6728 Epoch 2 Batch 931/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6303, Loss: 0.6609 Epoch 2 Batch 932/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.6310, Loss: 0.7000 Epoch 2 Batch 933/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6335, Loss: 0.6834 Epoch 2 Batch 934/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6307, Loss: 0.6951 Epoch 2 Batch 935/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6293, Loss: 0.6915 Epoch 2 Batch 936/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6246, Loss: 0.6624 Epoch 2 Batch 937/1077 - Train Accuracy: 0.6053, Validation Accuracy: 0.6286, Loss: 0.7138 Epoch 2 Batch 938/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6296, Loss: 0.6815 Epoch 2 Batch 939/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6278, Loss: 0.6778 Epoch 2 Batch 940/1077 - Train Accuracy: 0.5809, Validation Accuracy: 0.6250, Loss: 0.6705 Epoch 2 Batch 941/1077 - Train Accuracy: 0.6157, Validation Accuracy: 0.6278, Loss: 0.6300 Epoch 2 Batch 942/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6282, Loss: 0.7055 Epoch 2 Batch 943/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6282, Loss: 0.6860 Epoch 2 Batch 944/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6261, Loss: 0.6589 Epoch 2 Batch 945/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6211, Loss: 0.6578 Epoch 2 Batch 946/1077 - Train Accuracy: 0.5979, Validation Accuracy: 0.6282, Loss: 0.6674 Epoch 2 Batch 947/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6310, Loss: 0.7372 Epoch 2 Batch 948/1077 - Train Accuracy: 0.5680, Validation Accuracy: 0.6229, Loss: 0.6720 Epoch 2 Batch 949/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6236, Loss: 0.6083 Epoch 2 Batch 950/1077 - Train Accuracy: 0.5893, Validation Accuracy: 0.6250, Loss: 0.6559 Epoch 2 Batch 951/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6239, Loss: 0.6679 Epoch 2 Batch 952/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6246, Loss: 0.6713 Epoch 2 Batch 953/1077 - Train Accuracy: 0.6032, Validation Accuracy: 0.6218, Loss: 0.6740 Epoch 2 Batch 954/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.6214, Loss: 0.7066 Epoch 2 Batch 955/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6286, Loss: 0.6743 Epoch 2 Batch 956/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6264, Loss: 0.6453 Epoch 2 Batch 957/1077 - Train Accuracy: 0.6462, Validation Accuracy: 0.6214, Loss: 0.6347 Epoch 2 Batch 958/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6214, Loss: 0.6711 Epoch 2 Batch 959/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6225, Loss: 0.6416 Epoch 2 Batch 960/1077 - Train Accuracy: 0.6179, Validation Accuracy: 0.6250, Loss: 0.6518 Epoch 2 Batch 961/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6222, Loss: 0.6866 Epoch 2 Batch 962/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6225, Loss: 0.6362 Epoch 2 Batch 963/1077 - Train Accuracy: 0.5777, Validation Accuracy: 0.6204, Loss: 0.7562 Epoch 2 Batch 964/1077 - Train Accuracy: 0.6194, Validation Accuracy: 0.6239, Loss: 0.6368 Epoch 2 Batch 965/1077 - Train Accuracy: 0.5350, Validation Accuracy: 0.6286, Loss: 0.7085 Epoch 2 Batch 966/1077 - Train Accuracy: 0.6396, Validation Accuracy: 0.6229, Loss: 0.5913 Epoch 2 Batch 967/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6254, Loss: 0.6402 Epoch 2 Batch 968/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6261, Loss: 0.7005 Epoch 2 Batch 969/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6254, Loss: 0.6718 Epoch 2 Batch 970/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6254, Loss: 0.6762 Epoch 2 Batch 971/1077 - Train Accuracy: 0.6235, Validation Accuracy: 0.6204, Loss: 0.6476 Epoch 2 Batch 972/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6236, Loss: 0.6802 Epoch 2 Batch 973/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6200, Loss: 0.6274 Epoch 2 Batch 974/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.6239, Loss: 0.6807 Epoch 2 Batch 975/1077 - Train Accuracy: 0.6403, Validation Accuracy: 0.6236, Loss: 0.6302 Epoch 2 Batch 976/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6250, Loss: 0.6521 Epoch 2 Batch 977/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6243, Loss: 0.6393 Epoch 2 Batch 978/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6261, Loss: 0.6657 Epoch 2 Batch 979/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6282, Loss: 0.7191 Epoch 2 Batch 980/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6339, Loss: 0.6667 Epoch 2 Batch 981/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.6332, Loss: 0.6775 Epoch 2 Batch 982/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6286, Loss: 0.6577 Epoch 2 Batch 983/1077 - Train Accuracy: 0.5929, Validation Accuracy: 0.6268, Loss: 0.6838 Epoch 2 Batch 984/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6246, Loss: 0.7070 Epoch 2 Batch 985/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6165, Loss: 0.6527 Epoch 2 Batch 986/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6151, Loss: 0.6808 Epoch 2 Batch 987/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6218, Loss: 0.6384 Epoch 2 Batch 988/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.6314, Loss: 0.6841 Epoch 2 Batch 989/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6261, Loss: 0.6777 Epoch 2 Batch 990/1077 - Train Accuracy: 0.5958, Validation Accuracy: 0.6257, Loss: 0.6983 Epoch 2 Batch 991/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6271, Loss: 0.6859 Epoch 2 Batch 992/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6286, Loss: 0.6670 Epoch 2 Batch 993/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6207, Loss: 0.6288 Epoch 2 Batch 994/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6232, Loss: 0.6750 Epoch 2 Batch 995/1077 - Train Accuracy: 0.6380, Validation Accuracy: 0.6229, Loss: 0.6439 Epoch 2 Batch 996/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6296, Loss: 0.6670 Epoch 2 Batch 997/1077 - Train Accuracy: 0.5847, Validation Accuracy: 0.6300, Loss: 0.6999 Epoch 2 Batch 998/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6278, Loss: 0.6470 Epoch 2 Batch 999/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6278, Loss: 0.6803 Epoch 2 Batch 1000/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6275, Loss: 0.6194 Epoch 2 Batch 1001/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6278, Loss: 0.6204 Epoch 2 Batch 1002/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6225, Loss: 0.6607 Epoch 2 Batch 1003/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6207, Loss: 0.6721 Epoch 2 Batch 1004/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6229, Loss: 0.6542 Epoch 2 Batch 1005/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.6289, Loss: 0.6724 Epoch 2 Batch 1006/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6246, Loss: 0.6377 Epoch 2 Batch 1007/1077 - Train Accuracy: 0.6533, Validation Accuracy: 0.6246, Loss: 0.6245 Epoch 2 Batch 1008/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6207, Loss: 0.6770 Epoch 2 Batch 1009/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6250, Loss: 0.6246 Epoch 2 Batch 1010/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6257, Loss: 0.6701 Epoch 2 Batch 1011/1077 - Train Accuracy: 0.6223, Validation Accuracy: 0.6229, Loss: 0.6815 Epoch 2 Batch 1012/1077 - Train Accuracy: 0.6049, Validation Accuracy: 0.6204, Loss: 0.6425 Epoch 2 Batch 1013/1077 - Train Accuracy: 0.6373, Validation Accuracy: 0.6214, Loss: 0.6326 Epoch 2 Batch 1014/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6190, Loss: 0.6850 Epoch 2 Batch 1015/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6193, Loss: 0.6928 Epoch 2 Batch 1016/1077 - Train Accuracy: 0.5677, Validation Accuracy: 0.6165, Loss: 0.6927 Epoch 2 Batch 1017/1077 - Train Accuracy: 0.6151, Validation Accuracy: 0.6161, Loss: 0.6745 Epoch 2 Batch 1018/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6204, Loss: 0.6368 Epoch 2 Batch 1019/1077 - Train Accuracy: 0.5752, Validation Accuracy: 0.6222, Loss: 0.7074 Epoch 2 Batch 1020/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6207, Loss: 0.6388 Epoch 2 Batch 1021/1077 - Train Accuracy: 0.6038, Validation Accuracy: 0.6225, Loss: 0.6519 Epoch 2 Batch 1022/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.6225, Loss: 0.6184 Epoch 2 Batch 1023/1077 - Train Accuracy: 0.6200, Validation Accuracy: 0.6225, Loss: 0.6144 Epoch 2 Batch 1024/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6214, Loss: 0.6876 Epoch 2 Batch 1025/1077 - Train Accuracy: 0.6261, Validation Accuracy: 0.6232, Loss: 0.6430 Epoch 2 Batch 1026/1077 - Train Accuracy: 0.6696, Validation Accuracy: 0.6214, Loss: 0.6169 Epoch 2 Batch 1027/1077 - Train Accuracy: 0.5801, Validation Accuracy: 0.6197, Loss: 0.6803 Epoch 2 Batch 1028/1077 - Train Accuracy: 0.6049, Validation Accuracy: 0.6193, Loss: 0.6636 Epoch 2 Batch 1029/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6193, Loss: 0.6526 Epoch 2 Batch 1030/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6140, Loss: 0.6736 Epoch 2 Batch 1031/1077 - Train Accuracy: 0.5744, Validation Accuracy: 0.6183, Loss: 0.6993 Epoch 2 Batch 1032/1077 - Train Accuracy: 0.6138, Validation Accuracy: 0.6232, Loss: 0.6509 Epoch 2 Batch 1033/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.6250, Loss: 0.6261 Epoch 2 Batch 1034/1077 - Train Accuracy: 0.5578, Validation Accuracy: 0.6246, Loss: 0.6919 Epoch 2 Batch 1035/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6289, Loss: 0.6093 Epoch 2 Batch 1036/1077 - Train Accuracy: 0.5993, Validation Accuracy: 0.6261, Loss: 0.6483 Epoch 2 Batch 1037/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6254, Loss: 0.6875 Epoch 2 Batch 1038/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6246, Loss: 0.6749 Epoch 2 Batch 1039/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6225, Loss: 0.6271 Epoch 2 Batch 1040/1077 - Train Accuracy: 0.6077, Validation Accuracy: 0.6222, Loss: 0.6865 Epoch 2 Batch 1041/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6261, Loss: 0.6886 Epoch 2 Batch 1042/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6342, Loss: 0.6668 Epoch 2 Batch 1043/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6335, Loss: 0.6977 Epoch 2 Batch 1044/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6371, Loss: 0.6621 Epoch 2 Batch 1045/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.6342, Loss: 0.6865 Epoch 2 Batch 1046/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6328, Loss: 0.6267 Epoch 2 Batch 1047/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6254, Loss: 0.6507 Epoch 2 Batch 1048/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6214, Loss: 0.6694 Epoch 2 Batch 1049/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6225, Loss: 0.6933 Epoch 2 Batch 1050/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6211, Loss: 0.6812 Epoch 2 Batch 1051/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6257, Loss: 0.6343 Epoch 2 Batch 1052/1077 - Train Accuracy: 0.6533, Validation Accuracy: 0.6321, Loss: 0.6240 Epoch 2 Batch 1053/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6357, Loss: 0.6392 Epoch 2 Batch 1054/1077 - Train Accuracy: 0.5742, Validation Accuracy: 0.6332, Loss: 0.6726 Epoch 2 Batch 1055/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6165, Loss: 0.7140 Epoch 2 Batch 1056/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6108, Loss: 0.6651 Epoch 2 Batch 1057/1077 - Train Accuracy: 0.5909, Validation Accuracy: 0.6214, Loss: 0.6943 Epoch 2 Batch 1058/1077 - Train Accuracy: 0.5979, Validation Accuracy: 0.6268, Loss: 0.7142 Epoch 2 Batch 1059/1077 - Train Accuracy: 0.5493, Validation Accuracy: 0.6026, Loss: 0.7084 Epoch 2 Batch 1060/1077 - Train Accuracy: 0.5734, Validation Accuracy: 0.5994, Loss: 0.6445 Epoch 2 Batch 1061/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6303, Loss: 0.7157 Epoch 2 Batch 1062/1077 - Train Accuracy: 0.5715, Validation Accuracy: 0.6257, Loss: 0.6804 Epoch 2 Batch 1063/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6168, Loss: 0.6718 Epoch 2 Batch 1064/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6204, Loss: 0.6624 Epoch 2 Batch 1065/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6207, Loss: 0.6560 Epoch 2 Batch 1066/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6222, Loss: 0.6502 Epoch 2 Batch 1067/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6119, Loss: 0.6637 Epoch 2 Batch 1068/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6133, Loss: 0.6408 Epoch 2 Batch 1069/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6112, Loss: 0.6159 Epoch 2 Batch 1070/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6161, Loss: 0.6845 Epoch 2 Batch 1071/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6207, Loss: 0.6580 Epoch 2 Batch 1072/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6190, Loss: 0.6389 Epoch 2 Batch 1073/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6250, Loss: 0.6650 Epoch 2 Batch 1074/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6303, Loss: 0.6645 Epoch 2 Batch 1075/1077 - Train Accuracy: 0.5921, Validation Accuracy: 0.6289, Loss: 0.6957 Epoch 3 Batch 1/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6264, Loss: 0.6494 Epoch 3 Batch 2/1077 - Train Accuracy: 0.5452, Validation Accuracy: 0.6271, Loss: 0.6835 Epoch 3 Batch 3/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6243, Loss: 0.6438 Epoch 3 Batch 4/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6200, Loss: 0.6590 Epoch 3 Batch 5/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6222, Loss: 0.6748 Epoch 3 Batch 6/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6225, Loss: 0.6584 Epoch 3 Batch 7/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6264, Loss: 0.6555 Epoch 3 Batch 8/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6271, Loss: 0.6459 Epoch 3 Batch 9/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6257, Loss: 0.6447 Epoch 3 Batch 10/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6257, Loss: 0.6758 Epoch 3 Batch 11/1077 - Train Accuracy: 0.5796, Validation Accuracy: 0.6254, Loss: 0.6493 Epoch 3 Batch 12/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6239, Loss: 0.6930 Epoch 3 Batch 13/1077 - Train Accuracy: 0.6436, Validation Accuracy: 0.6261, Loss: 0.6381 Epoch 3 Batch 14/1077 - Train Accuracy: 0.6068, Validation Accuracy: 0.6293, Loss: 0.6118 Epoch 3 Batch 15/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6268, Loss: 0.6298 Epoch 3 Batch 16/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6222, Loss: 0.6409 Epoch 3 Batch 17/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6218, Loss: 0.6271 Epoch 3 Batch 18/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6250, Loss: 0.6615 Epoch 3 Batch 19/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6204, Loss: 0.6471 Epoch 3 Batch 20/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6204, Loss: 0.6347 Epoch 3 Batch 21/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6161, Loss: 0.6870 Epoch 3 Batch 22/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6239, Loss: 0.6590 Epoch 3 Batch 23/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6261, Loss: 0.6496 Epoch 3 Batch 24/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6257, Loss: 0.6494 Epoch 3 Batch 25/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6243, Loss: 0.6304 Epoch 3 Batch 26/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.6239, Loss: 0.6772 Epoch 3 Batch 27/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6261, Loss: 0.6081 Epoch 3 Batch 28/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6246, Loss: 0.6240 Epoch 3 Batch 29/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.6275, Loss: 0.6491 Epoch 3 Batch 30/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6278, Loss: 0.6474 Epoch 3 Batch 31/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6257, Loss: 0.6498 Epoch 3 Batch 32/1077 - Train Accuracy: 0.6347, Validation Accuracy: 0.6286, Loss: 0.6060 Epoch 3 Batch 33/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6261, Loss: 0.6140 Epoch 3 Batch 34/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6232, Loss: 0.6550 Epoch 3 Batch 35/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6250, Loss: 0.6495 Epoch 3 Batch 36/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6197, Loss: 0.6373 Epoch 3 Batch 37/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6204, Loss: 0.6689 Epoch 3 Batch 38/1077 - Train Accuracy: 0.5502, Validation Accuracy: 0.6211, Loss: 0.7020 Epoch 3 Batch 39/1077 - Train Accuracy: 0.5805, Validation Accuracy: 0.6254, Loss: 0.6933 Epoch 3 Batch 40/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6335, Loss: 0.6644 Epoch 3 Batch 41/1077 - Train Accuracy: 0.6146, Validation Accuracy: 0.6317, Loss: 0.6477 Epoch 3 Batch 42/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6307, Loss: 0.6675 Epoch 3 Batch 43/1077 - Train Accuracy: 0.6114, Validation Accuracy: 0.6271, Loss: 0.6593 Epoch 3 Batch 44/1077 - Train Accuracy: 0.5839, Validation Accuracy: 0.6268, Loss: 0.6689 Epoch 3 Batch 45/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6278, Loss: 0.6528 Epoch 3 Batch 46/1077 - Train Accuracy: 0.5872, Validation Accuracy: 0.6271, Loss: 0.6808 Epoch 3 Batch 47/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6307, Loss: 0.6551 Epoch 3 Batch 48/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6310, Loss: 0.6719 Epoch 3 Batch 49/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6321, Loss: 0.6651 Epoch 3 Batch 50/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6307, Loss: 0.6533 Epoch 3 Batch 51/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6268, Loss: 0.6155 Epoch 3 Batch 52/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6268, Loss: 0.6655 Epoch 3 Batch 53/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6300, Loss: 0.6758 Epoch 3 Batch 54/1077 - Train Accuracy: 0.5680, Validation Accuracy: 0.6261, Loss: 0.6988 Epoch 3 Batch 55/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6271, Loss: 0.6345 Epoch 3 Batch 56/1077 - Train Accuracy: 0.5977, Validation Accuracy: 0.6225, Loss: 0.6232 Epoch 3 Batch 57/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6200, Loss: 0.5949 Epoch 3 Batch 58/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6183, Loss: 0.6389 Epoch 3 Batch 59/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6197, Loss: 0.6683 Epoch 3 Batch 60/1077 - Train Accuracy: 0.6097, Validation Accuracy: 0.6204, Loss: 0.6298 Epoch 3 Batch 61/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6239, Loss: 0.6679 Epoch 3 Batch 62/1077 - Train Accuracy: 0.6069, Validation Accuracy: 0.6282, Loss: 0.6943 Epoch 3 Batch 63/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6296, Loss: 0.6141 Epoch 3 Batch 64/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6257, Loss: 0.6419 Epoch 3 Batch 65/1077 - Train Accuracy: 0.5740, Validation Accuracy: 0.6254, Loss: 0.6707 Epoch 3 Batch 66/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.6232, Loss: 0.6418 Epoch 3 Batch 67/1077 - Train Accuracy: 0.6455, Validation Accuracy: 0.6236, Loss: 0.6262 Epoch 3 Batch 68/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6278, Loss: 0.6503 Epoch 3 Batch 69/1077 - Train Accuracy: 0.6223, Validation Accuracy: 0.6307, Loss: 0.6546 Epoch 3 Batch 70/1077 - Train Accuracy: 0.6065, Validation Accuracy: 0.6296, Loss: 0.6610 Epoch 3 Batch 71/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6293, Loss: 0.6322 Epoch 3 Batch 72/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6293, Loss: 0.6510 Epoch 3 Batch 73/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6310, Loss: 0.6618 Epoch 3 Batch 74/1077 - Train Accuracy: 0.6112, Validation Accuracy: 0.6314, Loss: 0.5951 Epoch 3 Batch 75/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6332, Loss: 0.6560 Epoch 3 Batch 76/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6325, Loss: 0.6149 Epoch 3 Batch 77/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.6317, Loss: 0.6449 Epoch 3 Batch 78/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6264, Loss: 0.6705 Epoch 3 Batch 79/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6211, Loss: 0.6434 Epoch 3 Batch 80/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6236, Loss: 0.6583 Epoch 3 Batch 81/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6222, Loss: 0.6216 Epoch 3 Batch 82/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6282, Loss: 0.5753 Epoch 3 Batch 83/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6300, Loss: 0.6838 Epoch 3 Batch 84/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6303, Loss: 0.6513 Epoch 3 Batch 85/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6310, Loss: 0.6225 Epoch 3 Batch 86/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6307, Loss: 0.6439 Epoch 3 Batch 87/1077 - Train Accuracy: 0.5969, Validation Accuracy: 0.6236, Loss: 0.6684 Epoch 3 Batch 88/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6261, Loss: 0.6547 Epoch 3 Batch 89/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6275, Loss: 0.6539 Epoch 3 Batch 90/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6286, Loss: 0.6682 Epoch 3 Batch 91/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6289, Loss: 0.5794 Epoch 3 Batch 92/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6300, Loss: 0.6245 Epoch 3 Batch 93/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6303, Loss: 0.6621 Epoch 3 Batch 94/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6275, Loss: 0.5989 Epoch 3 Batch 95/1077 - Train Accuracy: 0.6235, Validation Accuracy: 0.6296, Loss: 0.6483 Epoch 3 Batch 96/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6268, Loss: 0.6138 Epoch 3 Batch 97/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6282, Loss: 0.6155 Epoch 3 Batch 98/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6307, Loss: 0.6050 Epoch 3 Batch 99/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6335, Loss: 0.6658 Epoch 3 Batch 100/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6325, Loss: 0.6497 Epoch 3 Batch 101/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6335, Loss: 0.6449 Epoch 3 Batch 102/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6328, Loss: 0.6125 Epoch 3 Batch 103/1077 - Train Accuracy: 0.5933, Validation Accuracy: 0.6314, Loss: 0.7117 Epoch 3 Batch 104/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6278, Loss: 0.6859 Epoch 3 Batch 105/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6300, Loss: 0.6456 Epoch 3 Batch 106/1077 - Train Accuracy: 0.6049, Validation Accuracy: 0.6325, Loss: 0.6828 Epoch 3 Batch 107/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6346, Loss: 0.6133 Epoch 3 Batch 108/1077 - Train Accuracy: 0.6534, Validation Accuracy: 0.6353, Loss: 0.5766 Epoch 3 Batch 109/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6388, Loss: 0.6337 Epoch 3 Batch 110/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6385, Loss: 0.6134 Epoch 3 Batch 111/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6371, Loss: 0.6472 Epoch 3 Batch 112/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6328, Loss: 0.6362 Epoch 3 Batch 113/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.6261, Loss: 0.6566 Epoch 3 Batch 114/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6264, Loss: 0.6042 Epoch 3 Batch 115/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6261, Loss: 0.6575 Epoch 3 Batch 116/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6222, Loss: 0.6856 Epoch 3 Batch 117/1077 - Train Accuracy: 0.5484, Validation Accuracy: 0.6246, Loss: 0.6683 Epoch 3 Batch 118/1077 - Train Accuracy: 0.5752, Validation Accuracy: 0.6293, Loss: 0.6814 Epoch 3 Batch 119/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6321, Loss: 0.6443 Epoch 3 Batch 120/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6335, Loss: 0.6568 Epoch 3 Batch 121/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6314, Loss: 0.6322 Epoch 3 Batch 122/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6332, Loss: 0.6247 Epoch 3 Batch 123/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6328, Loss: 0.6021 Epoch 3 Batch 124/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6332, Loss: 0.6569 Epoch 3 Batch 125/1077 - Train Accuracy: 0.6358, Validation Accuracy: 0.6346, Loss: 0.6274 Epoch 3 Batch 126/1077 - Train Accuracy: 0.6228, Validation Accuracy: 0.6307, Loss: 0.6066 Epoch 3 Batch 127/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6335, Loss: 0.6196 Epoch 3 Batch 128/1077 - Train Accuracy: 0.6540, Validation Accuracy: 0.6342, Loss: 0.5944 Epoch 3 Batch 129/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6357, Loss: 0.6198 Epoch 3 Batch 130/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6332, Loss: 0.6067 Epoch 3 Batch 131/1077 - Train Accuracy: 0.5969, Validation Accuracy: 0.6325, Loss: 0.6364 Epoch 3 Batch 132/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6346, Loss: 0.6613 Epoch 3 Batch 133/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6317, Loss: 0.6534 Epoch 3 Batch 134/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6243, Loss: 0.5971 Epoch 3 Batch 135/1077 - Train Accuracy: 0.5933, Validation Accuracy: 0.6257, Loss: 0.6608 Epoch 3 Batch 136/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6257, Loss: 0.6201 Epoch 3 Batch 137/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6307, Loss: 0.5852 Epoch 3 Batch 138/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6278, Loss: 0.6404 Epoch 3 Batch 139/1077 - Train Accuracy: 0.6199, Validation Accuracy: 0.6278, Loss: 0.6413 Epoch 3 Batch 140/1077 - Train Accuracy: 0.5765, Validation Accuracy: 0.6278, Loss: 0.6564 Epoch 3 Batch 141/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6293, Loss: 0.6423 Epoch 3 Batch 142/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6349, Loss: 0.6117 Epoch 3 Batch 143/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6371, Loss: 0.6394 Epoch 3 Batch 144/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6371, Loss: 0.6724 Epoch 3 Batch 145/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6325, Loss: 0.6496 Epoch 3 Batch 146/1077 - Train Accuracy: 0.6269, Validation Accuracy: 0.6282, Loss: 0.6410 Epoch 3 Batch 147/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.6317, Loss: 0.6691 Epoch 3 Batch 148/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6328, Loss: 0.6257 Epoch 3 Batch 149/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6314, Loss: 0.6364 Epoch 3 Batch 150/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6296, Loss: 0.5980 Epoch 3 Batch 151/1077 - Train Accuracy: 0.6190, Validation Accuracy: 0.6296, Loss: 0.5878 Epoch 3 Batch 152/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6278, Loss: 0.6347 Epoch 3 Batch 153/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6257, Loss: 0.6508 Epoch 3 Batch 154/1077 - Train Accuracy: 0.5991, Validation Accuracy: 0.6275, Loss: 0.6673 Epoch 3 Batch 155/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6250, Loss: 0.6412 Epoch 3 Batch 156/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6278, Loss: 0.6398 Epoch 3 Batch 157/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6314, Loss: 0.6299 Epoch 3 Batch 158/1077 - Train Accuracy: 0.6224, Validation Accuracy: 0.6278, Loss: 0.6359 Epoch 3 Batch 159/1077 - Train Accuracy: 0.6112, Validation Accuracy: 0.6293, Loss: 0.5933 Epoch 3 Batch 160/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6278, Loss: 0.6201 Epoch 3 Batch 161/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6261, Loss: 0.6311 Epoch 3 Batch 162/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6268, Loss: 0.6709 Epoch 3 Batch 163/1077 - Train Accuracy: 0.5954, Validation Accuracy: 0.6282, Loss: 0.6597 Epoch 3 Batch 164/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6261, Loss: 0.6369 Epoch 3 Batch 165/1077 - Train Accuracy: 0.5891, Validation Accuracy: 0.6261, Loss: 0.6322 Epoch 3 Batch 166/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6236, Loss: 0.6290 Epoch 3 Batch 167/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6268, Loss: 0.6464 Epoch 3 Batch 168/1077 - Train Accuracy: 0.6024, Validation Accuracy: 0.6264, Loss: 0.6670 Epoch 3 Batch 169/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6296, Loss: 0.6131 Epoch 3 Batch 170/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.6296, Loss: 0.6648 Epoch 3 Batch 171/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6293, Loss: 0.5877 Epoch 3 Batch 172/1077 - Train Accuracy: 0.6317, Validation Accuracy: 0.6332, Loss: 0.5866 Epoch 3 Batch 173/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6310, Loss: 0.6761 Epoch 3 Batch 174/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6271, Loss: 0.6302 Epoch 3 Batch 175/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6197, Loss: 0.6051 Epoch 3 Batch 176/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6275, Loss: 0.6452 Epoch 3 Batch 177/1077 - Train Accuracy: 0.5946, Validation Accuracy: 0.6286, Loss: 0.6643 Epoch 3 Batch 178/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6314, Loss: 0.6183 Epoch 3 Batch 179/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6325, Loss: 0.6462 Epoch 3 Batch 180/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6349, Loss: 0.6242 Epoch 3 Batch 181/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6325, Loss: 0.6550 Epoch 3 Batch 182/1077 - Train Accuracy: 0.6235, Validation Accuracy: 0.6335, Loss: 0.6260 Epoch 3 Batch 183/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6289, Loss: 0.6460 Epoch 3 Batch 184/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6328, Loss: 0.6113 Epoch 3 Batch 185/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6339, Loss: 0.6427 Epoch 3 Batch 186/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.6271, Loss: 0.6467 Epoch 3 Batch 187/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6317, Loss: 0.6309 Epoch 3 Batch 188/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6314, Loss: 0.6371 Epoch 3 Batch 189/1077 - Train Accuracy: 0.6215, Validation Accuracy: 0.6314, Loss: 0.6282 Epoch 3 Batch 190/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6286, Loss: 0.6075 Epoch 3 Batch 191/1077 - Train Accuracy: 0.6506, Validation Accuracy: 0.6200, Loss: 0.5749 Epoch 3 Batch 192/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6229, Loss: 0.6333 Epoch 3 Batch 193/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6243, Loss: 0.6074 Epoch 3 Batch 194/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6325, Loss: 0.5838 Epoch 3 Batch 195/1077 - Train Accuracy: 0.5813, Validation Accuracy: 0.6317, Loss: 0.6282 Epoch 3 Batch 196/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6300, Loss: 0.6250 Epoch 3 Batch 197/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6271, Loss: 0.6082 Epoch 3 Batch 198/1077 - Train Accuracy: 0.6306, Validation Accuracy: 0.6254, Loss: 0.5824 Epoch 3 Batch 199/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6268, Loss: 0.6006 Epoch 3 Batch 200/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6264, Loss: 0.6405 Epoch 3 Batch 201/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6197, Loss: 0.6028 Epoch 3 Batch 202/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6278, Loss: 0.6209 Epoch 3 Batch 203/1077 - Train Accuracy: 0.5832, Validation Accuracy: 0.6278, Loss: 0.6202 Epoch 3 Batch 204/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6254, Loss: 0.6526 Epoch 3 Batch 205/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6239, Loss: 0.6167 Epoch 3 Batch 206/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6232, Loss: 0.6122 Epoch 3 Batch 207/1077 - Train Accuracy: 0.5914, Validation Accuracy: 0.6204, Loss: 0.6308 Epoch 3 Batch 208/1077 - Train Accuracy: 0.6146, Validation Accuracy: 0.6214, Loss: 0.6098 Epoch 3 Batch 209/1077 - Train Accuracy: 0.6302, Validation Accuracy: 0.6179, Loss: 0.5840 Epoch 3 Batch 210/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6222, Loss: 0.6054 Epoch 3 Batch 211/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6225, Loss: 0.6201 Epoch 3 Batch 212/1077 - Train Accuracy: 0.6101, Validation Accuracy: 0.6225, Loss: 0.5858 Epoch 3 Batch 213/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6190, Loss: 0.5873 Epoch 3 Batch 214/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6222, Loss: 0.6178 Epoch 3 Batch 215/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6200, Loss: 0.6429 Epoch 3 Batch 216/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6229, Loss: 0.6360 Epoch 3 Batch 217/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6246, Loss: 0.6057 Epoch 3 Batch 218/1077 - Train Accuracy: 0.6061, Validation Accuracy: 0.6342, Loss: 0.6673 Epoch 3 Batch 219/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6385, Loss: 0.6097 Epoch 3 Batch 220/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6378, Loss: 0.6359 Epoch 3 Batch 221/1077 - Train Accuracy: 0.6464, Validation Accuracy: 0.6388, Loss: 0.6428 Epoch 3 Batch 222/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6392, Loss: 0.6522 Epoch 3 Batch 223/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6367, Loss: 0.5988 Epoch 3 Batch 224/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6293, Loss: 0.6163 Epoch 3 Batch 225/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6197, Loss: 0.6296 Epoch 3 Batch 226/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6229, Loss: 0.6206 Epoch 3 Batch 227/1077 - Train Accuracy: 0.5555, Validation Accuracy: 0.6293, Loss: 0.6645 Epoch 3 Batch 228/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6261, Loss: 0.6029 Epoch 3 Batch 229/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6282, Loss: 0.6060 Epoch 3 Batch 230/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6328, Loss: 0.5993 Epoch 3 Batch 231/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6335, Loss: 0.6376 Epoch 3 Batch 232/1077 - Train Accuracy: 0.5991, Validation Accuracy: 0.6271, Loss: 0.6513 Epoch 3 Batch 233/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6325, Loss: 0.6512 Epoch 3 Batch 234/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6321, Loss: 0.6118 Epoch 3 Batch 235/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6271, Loss: 0.5750 Epoch 3 Batch 236/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6300, Loss: 0.6364 Epoch 3 Batch 237/1077 - Train Accuracy: 0.6321, Validation Accuracy: 0.6293, Loss: 0.5840 Epoch 3 Batch 238/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6211, Loss: 0.6127 Epoch 3 Batch 239/1077 - Train Accuracy: 0.6187, Validation Accuracy: 0.6225, Loss: 0.5786 Epoch 3 Batch 240/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6225, Loss: 0.6058 Epoch 3 Batch 241/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6325, Loss: 0.5834 Epoch 3 Batch 242/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6303, Loss: 0.6196 Epoch 3 Batch 243/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6310, Loss: 0.6512 Epoch 3 Batch 244/1077 - Train Accuracy: 0.6751, Validation Accuracy: 0.6303, Loss: 0.5860 Epoch 3 Batch 245/1077 - Train Accuracy: 0.6150, Validation Accuracy: 0.6293, Loss: 0.5904 Epoch 3 Batch 246/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6278, Loss: 0.6213 Epoch 3 Batch 247/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6286, Loss: 0.5875 Epoch 3 Batch 248/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6357, Loss: 0.5921 Epoch 3 Batch 249/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6388, Loss: 0.5946 Epoch 3 Batch 250/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6342, Loss: 0.5800 Epoch 3 Batch 251/1077 - Train Accuracy: 0.6190, Validation Accuracy: 0.6339, Loss: 0.6194 Epoch 3 Batch 252/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6371, Loss: 0.6112 Epoch 3 Batch 253/1077 - Train Accuracy: 0.6353, Validation Accuracy: 0.6385, Loss: 0.5863 Epoch 3 Batch 254/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6307, Loss: 0.6291 Epoch 3 Batch 255/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6250, Loss: 0.6134 Epoch 3 Batch 256/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6271, Loss: 0.6631 Epoch 3 Batch 257/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6271, Loss: 0.5992 Epoch 3 Batch 258/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6286, Loss: 0.5902 Epoch 3 Batch 259/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6293, Loss: 0.6179 Epoch 3 Batch 260/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6321, Loss: 0.5803 Epoch 3 Batch 261/1077 - Train Accuracy: 0.6071, Validation Accuracy: 0.6293, Loss: 0.6026 Epoch 3 Batch 262/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6310, Loss: 0.6184 Epoch 3 Batch 263/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6346, Loss: 0.5947 Epoch 3 Batch 264/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6307, Loss: 0.6310 Epoch 3 Batch 265/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6271, Loss: 0.6239 Epoch 3 Batch 266/1077 - Train Accuracy: 0.6310, Validation Accuracy: 0.6278, Loss: 0.5981 Epoch 3 Batch 267/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6307, Loss: 0.5833 Epoch 3 Batch 268/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6286, Loss: 0.6254 Epoch 3 Batch 269/1077 - Train Accuracy: 0.5884, Validation Accuracy: 0.6303, Loss: 0.6637 Epoch 3 Batch 270/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6314, Loss: 0.6500 Epoch 3 Batch 271/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6317, Loss: 0.5947 Epoch 3 Batch 272/1077 - Train Accuracy: 0.6124, Validation Accuracy: 0.6325, Loss: 0.6386 Epoch 3 Batch 273/1077 - Train Accuracy: 0.6101, Validation Accuracy: 0.6293, Loss: 0.5998 Epoch 3 Batch 274/1077 - Train Accuracy: 0.6317, Validation Accuracy: 0.6321, Loss: 0.5949 Epoch 3 Batch 275/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6286, Loss: 0.5834 Epoch 3 Batch 276/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.6278, Loss: 0.6466 Epoch 3 Batch 277/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6232, Loss: 0.5741 Epoch 3 Batch 278/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6275, Loss: 0.6453 Epoch 3 Batch 279/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6314, Loss: 0.6690 Epoch 3 Batch 280/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6342, Loss: 0.6256 Epoch 3 Batch 281/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6357, Loss: 0.6327 Epoch 3 Batch 282/1077 - Train Accuracy: 0.5652, Validation Accuracy: 0.6271, Loss: 0.6530 Epoch 3 Batch 283/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6236, Loss: 0.6214 Epoch 3 Batch 284/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6286, Loss: 0.6480 Epoch 3 Batch 285/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6317, Loss: 0.5849 Epoch 3 Batch 286/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6335, Loss: 0.5849 Epoch 3 Batch 287/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6310, Loss: 0.6090 Epoch 3 Batch 288/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6271, Loss: 0.6490 Epoch 3 Batch 289/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6264, Loss: 0.6159 Epoch 3 Batch 290/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6243, Loss: 0.6314 Epoch 3 Batch 291/1077 - Train Accuracy: 0.5889, Validation Accuracy: 0.6232, Loss: 0.6277 Epoch 3 Batch 292/1077 - Train Accuracy: 0.6481, Validation Accuracy: 0.6243, Loss: 0.5988 Epoch 3 Batch 293/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6264, Loss: 0.6441 Epoch 3 Batch 294/1077 - Train Accuracy: 0.6392, Validation Accuracy: 0.6296, Loss: 0.5794 Epoch 3 Batch 295/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6346, Loss: 0.6552 Epoch 3 Batch 296/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6342, Loss: 0.5739 Epoch 3 Batch 297/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6360, Loss: 0.6461 Epoch 3 Batch 298/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6332, Loss: 0.6592 Epoch 3 Batch 299/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6286, Loss: 0.5899 Epoch 3 Batch 300/1077 - Train Accuracy: 0.6003, Validation Accuracy: 0.6282, Loss: 0.6216 Epoch 3 Batch 301/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6307, Loss: 0.6046 Epoch 3 Batch 302/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6214, Loss: 0.6074 Epoch 3 Batch 303/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6254, Loss: 0.6295 Epoch 3 Batch 304/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6261, Loss: 0.5814 Epoch 3 Batch 305/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6275, Loss: 0.6056 Epoch 3 Batch 306/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6207, Loss: 0.5968 Epoch 3 Batch 307/1077 - Train Accuracy: 0.5978, Validation Accuracy: 0.6250, Loss: 0.6098 Epoch 3 Batch 308/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6264, Loss: 0.6626 Epoch 3 Batch 309/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6321, Loss: 0.5708 Epoch 3 Batch 310/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6310, Loss: 0.6357 Epoch 3 Batch 311/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6303, Loss: 0.5931 Epoch 3 Batch 312/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6339, Loss: 0.6465 Epoch 3 Batch 313/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6360, Loss: 0.5925 Epoch 3 Batch 314/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6325, Loss: 0.5997 Epoch 3 Batch 315/1077 - Train Accuracy: 0.6321, Validation Accuracy: 0.6346, Loss: 0.5781 Epoch 3 Batch 316/1077 - Train Accuracy: 0.6146, Validation Accuracy: 0.6303, Loss: 0.5761 Epoch 3 Batch 317/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6332, Loss: 0.6504 Epoch 3 Batch 318/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6374, Loss: 0.6261 Epoch 3 Batch 319/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6360, Loss: 0.6044 Epoch 3 Batch 320/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6374, Loss: 0.6136 Epoch 3 Batch 321/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6346, Loss: 0.6040 Epoch 3 Batch 322/1077 - Train Accuracy: 0.6075, Validation Accuracy: 0.6321, Loss: 0.5900 Epoch 3 Batch 323/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6239, Loss: 0.6137 Epoch 3 Batch 324/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6246, Loss: 0.6153 Epoch 3 Batch 325/1077 - Train Accuracy: 0.6611, Validation Accuracy: 0.6250, Loss: 0.5810 Epoch 3 Batch 326/1077 - Train Accuracy: 0.6306, Validation Accuracy: 0.6236, Loss: 0.5926 Epoch 3 Batch 327/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6200, Loss: 0.6286 Epoch 3 Batch 328/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6222, Loss: 0.6045 Epoch 3 Batch 329/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6204, Loss: 0.6336 Epoch 3 Batch 330/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6218, Loss: 0.6031 Epoch 3 Batch 331/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6158, Loss: 0.6241 Epoch 3 Batch 332/1077 - Train Accuracy: 0.5993, Validation Accuracy: 0.6229, Loss: 0.5559 Epoch 3 Batch 333/1077 - Train Accuracy: 0.6468, Validation Accuracy: 0.6229, Loss: 0.6227 Epoch 3 Batch 334/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6151, Loss: 0.6042 Epoch 3 Batch 335/1077 - Train Accuracy: 0.6283, Validation Accuracy: 0.6204, Loss: 0.5739 Epoch 3 Batch 336/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6214, Loss: 0.6231 Epoch 3 Batch 337/1077 - Train Accuracy: 0.5809, Validation Accuracy: 0.6222, Loss: 0.6403 Epoch 3 Batch 338/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6225, Loss: 0.6399 Epoch 3 Batch 339/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6197, Loss: 0.5890 Epoch 3 Batch 340/1077 - Train Accuracy: 0.5942, Validation Accuracy: 0.6197, Loss: 0.6079 Epoch 3 Batch 341/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6183, Loss: 0.6433 Epoch 3 Batch 342/1077 - Train Accuracy: 0.6194, Validation Accuracy: 0.6190, Loss: 0.5784 Epoch 3 Batch 343/1077 - Train Accuracy: 0.5977, Validation Accuracy: 0.6190, Loss: 0.6219 Epoch 3 Batch 344/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6214, Loss: 0.6138 Epoch 3 Batch 345/1077 - Train Accuracy: 0.6116, Validation Accuracy: 0.6211, Loss: 0.5913 Epoch 3 Batch 346/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6286, Loss: 0.6072 Epoch 3 Batch 347/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6282, Loss: 0.5715 Epoch 3 Batch 348/1077 - Train Accuracy: 0.5952, Validation Accuracy: 0.6278, Loss: 0.5882 Epoch 3 Batch 349/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6296, Loss: 0.6071 Epoch 3 Batch 350/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6278, Loss: 0.6268 Epoch 3 Batch 351/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6268, Loss: 0.6448 Epoch 3 Batch 352/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6317, Loss: 0.6150 Epoch 3 Batch 353/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6314, Loss: 0.6553 Epoch 3 Batch 354/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6172, Loss: 0.6301 Epoch 3 Batch 355/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6151, Loss: 0.6006 Epoch 3 Batch 356/1077 - Train Accuracy: 0.5965, Validation Accuracy: 0.6151, Loss: 0.6079 Epoch 3 Batch 357/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6140, Loss: 0.5739 Epoch 3 Batch 358/1077 - Train Accuracy: 0.5950, Validation Accuracy: 0.6200, Loss: 0.6425 Epoch 3 Batch 359/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6243, Loss: 0.6240 Epoch 3 Batch 360/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6239, Loss: 0.6132 Epoch 3 Batch 361/1077 - Train Accuracy: 0.6361, Validation Accuracy: 0.6261, Loss: 0.6308 Epoch 3 Batch 362/1077 - Train Accuracy: 0.6440, Validation Accuracy: 0.6264, Loss: 0.5978 Epoch 3 Batch 363/1077 - Train Accuracy: 0.5727, Validation Accuracy: 0.6250, Loss: 0.6330 Epoch 3 Batch 364/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6232, Loss: 0.6331 Epoch 3 Batch 365/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.6236, Loss: 0.6080 Epoch 3 Batch 366/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6239, Loss: 0.6264 Epoch 3 Batch 367/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6236, Loss: 0.5395 Epoch 3 Batch 368/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6303, Loss: 0.6080 Epoch 3 Batch 369/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6268, Loss: 0.5971 Epoch 3 Batch 370/1077 - Train Accuracy: 0.6198, Validation Accuracy: 0.6243, Loss: 0.5876 Epoch 3 Batch 371/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6197, Loss: 0.6004 Epoch 3 Batch 372/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6264, Loss: 0.5894 Epoch 3 Batch 373/1077 - Train Accuracy: 0.6618, Validation Accuracy: 0.6271, Loss: 0.5561 Epoch 3 Batch 374/1077 - Train Accuracy: 0.5746, Validation Accuracy: 0.6268, Loss: 0.6479 Epoch 3 Batch 375/1077 - Train Accuracy: 0.6491, Validation Accuracy: 0.6211, Loss: 0.5632 Epoch 3 Batch 376/1077 - Train Accuracy: 0.6385, Validation Accuracy: 0.6204, Loss: 0.5784 Epoch 3 Batch 377/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6211, Loss: 0.6190 Epoch 3 Batch 378/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6197, Loss: 0.5730 Epoch 3 Batch 379/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6236, Loss: 0.6111 Epoch 3 Batch 380/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6268, Loss: 0.5996 Epoch 3 Batch 381/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6257, Loss: 0.6218 Epoch 3 Batch 382/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6289, Loss: 0.6229 Epoch 3 Batch 383/1077 - Train Accuracy: 0.6298, Validation Accuracy: 0.6286, Loss: 0.5905 Epoch 3 Batch 384/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6275, Loss: 0.5960 Epoch 3 Batch 385/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6257, Loss: 0.6266 Epoch 3 Batch 386/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6264, Loss: 0.6045 Epoch 3 Batch 387/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6282, Loss: 0.5838 Epoch 3 Batch 388/1077 - Train Accuracy: 0.6142, Validation Accuracy: 0.6264, Loss: 0.5981 Epoch 3 Batch 389/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6254, Loss: 0.5977 Epoch 3 Batch 390/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6278, Loss: 0.6318 Epoch 3 Batch 391/1077 - Train Accuracy: 0.6269, Validation Accuracy: 0.6261, Loss: 0.5930 Epoch 3 Batch 392/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6286, Loss: 0.5840 Epoch 3 Batch 393/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6254, Loss: 0.5639 Epoch 3 Batch 394/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6310, Loss: 0.6195 Epoch 3 Batch 395/1077 - Train Accuracy: 0.6068, Validation Accuracy: 0.6321, Loss: 0.5694 Epoch 3 Batch 396/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6385, Loss: 0.6205 Epoch 3 Batch 397/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6371, Loss: 0.5970 Epoch 3 Batch 398/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6325, Loss: 0.6272 Epoch 3 Batch 399/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.6282, Loss: 0.6468 Epoch 3 Batch 400/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6296, Loss: 0.6113 Epoch 3 Batch 401/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6310, Loss: 0.5948 Epoch 3 Batch 402/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6317, Loss: 0.5668 Epoch 3 Batch 403/1077 - Train Accuracy: 0.5977, Validation Accuracy: 0.6296, Loss: 0.6208 Epoch 3 Batch 404/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6293, Loss: 0.5733 Epoch 3 Batch 405/1077 - Train Accuracy: 0.5900, Validation Accuracy: 0.6275, Loss: 0.6587 Epoch 3 Batch 406/1077 - Train Accuracy: 0.6756, Validation Accuracy: 0.6282, Loss: 0.5852 Epoch 3 Batch 407/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6374, Loss: 0.6347 Epoch 3 Batch 408/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6353, Loss: 0.6067 Epoch 3 Batch 409/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6357, Loss: 0.6180 Epoch 3 Batch 410/1077 - Train Accuracy: 0.5843, Validation Accuracy: 0.6371, Loss: 0.6187 Epoch 3 Batch 411/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6371, Loss: 0.5781 Epoch 3 Batch 412/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6317, Loss: 0.5914 Epoch 3 Batch 413/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6314, Loss: 0.6010 Epoch 3 Batch 414/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.6332, Loss: 0.6368 Epoch 3 Batch 415/1077 - Train Accuracy: 0.6306, Validation Accuracy: 0.6296, Loss: 0.5604 Epoch 3 Batch 416/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6353, Loss: 0.6125 Epoch 3 Batch 417/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6374, Loss: 0.6071 Epoch 3 Batch 418/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6349, Loss: 0.5958 Epoch 3 Batch 419/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6406, Loss: 0.6093 Epoch 3 Batch 420/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6328, Loss: 0.5868 Epoch 3 Batch 421/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6310, Loss: 0.6172 Epoch 3 Batch 422/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6346, Loss: 0.5857 Epoch 3 Batch 423/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6328, Loss: 0.6094 Epoch 3 Batch 424/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6328, Loss: 0.6173 Epoch 3 Batch 425/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6293, Loss: 0.5877 Epoch 3 Batch 426/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6314, Loss: 0.6159 Epoch 3 Batch 427/1077 - Train Accuracy: 0.5900, Validation Accuracy: 0.6310, Loss: 0.5952 Epoch 3 Batch 428/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.6335, Loss: 0.5619 Epoch 3 Batch 429/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6396, Loss: 0.5835 Epoch 3 Batch 430/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6399, Loss: 0.5970 Epoch 3 Batch 431/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6424, Loss: 0.6077 Epoch 3 Batch 432/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6364, Loss: 0.5918 Epoch 3 Batch 433/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6374, Loss: 0.6152 Epoch 3 Batch 434/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6371, Loss: 0.6242 Epoch 3 Batch 435/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6378, Loss: 0.6185 Epoch 3 Batch 436/1077 - Train Accuracy: 0.6298, Validation Accuracy: 0.6388, Loss: 0.5865 Epoch 3 Batch 437/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.6388, Loss: 0.6222 Epoch 3 Batch 438/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6406, Loss: 0.6048 Epoch 3 Batch 439/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6374, Loss: 0.6214 Epoch 3 Batch 440/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6385, Loss: 0.6193 Epoch 3 Batch 441/1077 - Train Accuracy: 0.5875, Validation Accuracy: 0.6367, Loss: 0.5920 Epoch 3 Batch 442/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6346, Loss: 0.5826 Epoch 3 Batch 443/1077 - Train Accuracy: 0.6347, Validation Accuracy: 0.6296, Loss: 0.5786 Epoch 3 Batch 444/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6310, Loss: 0.5993 Epoch 3 Batch 445/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.6207, Loss: 0.6300 Epoch 3 Batch 446/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6197, Loss: 0.5552 Epoch 3 Batch 447/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6225, Loss: 0.6064 Epoch 3 Batch 448/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6193, Loss: 0.6072 Epoch 3 Batch 449/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6204, Loss: 0.6271 Epoch 3 Batch 450/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6236, Loss: 0.5729 Epoch 3 Batch 451/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6225, Loss: 0.5681 Epoch 3 Batch 452/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6278, Loss: 0.6137 Epoch 3 Batch 453/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6307, Loss: 0.5742 Epoch 3 Batch 454/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6310, Loss: 0.6158 Epoch 3 Batch 455/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6293, Loss: 0.5727 Epoch 3 Batch 456/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6261, Loss: 0.6046 Epoch 3 Batch 457/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6243, Loss: 0.5697 Epoch 3 Batch 458/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.6243, Loss: 0.6023 Epoch 3 Batch 459/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6264, Loss: 0.5683 Epoch 3 Batch 460/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6264, Loss: 0.6154 Epoch 3 Batch 461/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6250, Loss: 0.5967 Epoch 3 Batch 462/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6325, Loss: 0.5923 Epoch 3 Batch 463/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6310, Loss: 0.6150 Epoch 3 Batch 464/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6261, Loss: 0.5871 Epoch 3 Batch 465/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6246, Loss: 0.6609 Epoch 3 Batch 466/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6250, Loss: 0.5993 Epoch 3 Batch 467/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6257, Loss: 0.5686 Epoch 3 Batch 468/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6246, Loss: 0.6000 Epoch 3 Batch 469/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6268, Loss: 0.6223 Epoch 3 Batch 470/1077 - Train Accuracy: 0.5715, Validation Accuracy: 0.6229, Loss: 0.6226 Epoch 3 Batch 471/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6261, Loss: 0.5848 Epoch 3 Batch 472/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6257, Loss: 0.5670 Epoch 3 Batch 473/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6303, Loss: 0.6159 Epoch 3 Batch 474/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6282, Loss: 0.6134 Epoch 3 Batch 475/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6261, Loss: 0.5890 Epoch 3 Batch 476/1077 - Train Accuracy: 0.5925, Validation Accuracy: 0.6261, Loss: 0.6001 Epoch 3 Batch 477/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6264, Loss: 0.5653 Epoch 3 Batch 478/1077 - Train Accuracy: 0.6024, Validation Accuracy: 0.6264, Loss: 0.6383 Epoch 3 Batch 479/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6236, Loss: 0.6235 Epoch 3 Batch 480/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6289, Loss: 0.5982 Epoch 3 Batch 481/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6282, Loss: 0.6004 Epoch 3 Batch 482/1077 - Train Accuracy: 0.6057, Validation Accuracy: 0.6278, Loss: 0.6396 Epoch 3 Batch 483/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.6293, Loss: 0.6035 Epoch 3 Batch 484/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6271, Loss: 0.5895 Epoch 3 Batch 485/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6218, Loss: 0.6067 Epoch 3 Batch 486/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6246, Loss: 0.6024 Epoch 3 Batch 487/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6236, Loss: 0.6257 Epoch 3 Batch 488/1077 - Train Accuracy: 0.6073, Validation Accuracy: 0.6271, Loss: 0.6070 Epoch 3 Batch 489/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6246, Loss: 0.5722 Epoch 3 Batch 490/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6261, Loss: 0.6072 Epoch 3 Batch 491/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6303, Loss: 0.5836 Epoch 3 Batch 492/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6275, Loss: 0.6227 Epoch 3 Batch 493/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6371, Loss: 0.5550 Epoch 3 Batch 494/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6339, Loss: 0.5721 Epoch 3 Batch 495/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6364, Loss: 0.5780 Epoch 3 Batch 496/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6364, Loss: 0.6093 Epoch 3 Batch 497/1077 - Train Accuracy: 0.5814, Validation Accuracy: 0.6381, Loss: 0.6556 Epoch 3 Batch 498/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6388, Loss: 0.5790 Epoch 3 Batch 499/1077 - Train Accuracy: 0.6042, Validation Accuracy: 0.6360, Loss: 0.5777 Epoch 3 Batch 500/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6364, Loss: 0.5889 Epoch 3 Batch 501/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6360, Loss: 0.5857 Epoch 3 Batch 502/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6381, Loss: 0.5859 Epoch 3 Batch 503/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6374, Loss: 0.5972 Epoch 3 Batch 504/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6367, Loss: 0.6008 Epoch 3 Batch 505/1077 - Train Accuracy: 0.6455, Validation Accuracy: 0.6406, Loss: 0.5430 Epoch 3 Batch 506/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.6403, Loss: 0.5965 Epoch 3 Batch 507/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6399, Loss: 0.5824 Epoch 3 Batch 508/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6282, Loss: 0.5758 Epoch 3 Batch 509/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6300, Loss: 0.6097 Epoch 3 Batch 510/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6254, Loss: 0.5752 Epoch 3 Batch 511/1077 - Train Accuracy: 0.5979, Validation Accuracy: 0.6261, Loss: 0.6080 Epoch 3 Batch 512/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6268, Loss: 0.5854 Epoch 3 Batch 513/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6353, Loss: 0.5981 Epoch 3 Batch 514/1077 - Train Accuracy: 0.5973, Validation Accuracy: 0.6342, Loss: 0.6018 Epoch 3 Batch 515/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6353, Loss: 0.6263 Epoch 3 Batch 516/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6388, Loss: 0.5430 Epoch 3 Batch 517/1077 - Train Accuracy: 0.6596, Validation Accuracy: 0.6388, Loss: 0.5851 Epoch 3 Batch 518/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6406, Loss: 0.5783 Epoch 3 Batch 519/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6410, Loss: 0.5939 Epoch 3 Batch 520/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6417, Loss: 0.5538 Epoch 3 Batch 521/1077 - Train Accuracy: 0.6295, Validation Accuracy: 0.6392, Loss: 0.5710 Epoch 3 Batch 522/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6335, Loss: 0.6151 Epoch 3 Batch 523/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6339, Loss: 0.5978 Epoch 3 Batch 524/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6339, Loss: 0.6075 Epoch 3 Batch 525/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6357, Loss: 0.5727 Epoch 3 Batch 526/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.6342, Loss: 0.5885 Epoch 3 Batch 527/1077 - Train Accuracy: 0.6057, Validation Accuracy: 0.6406, Loss: 0.6022 Epoch 3 Batch 528/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6406, Loss: 0.5846 Epoch 3 Batch 529/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6420, Loss: 0.5812 Epoch 3 Batch 530/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6410, Loss: 0.6033 Epoch 3 Batch 531/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6413, Loss: 0.5921 Epoch 3 Batch 532/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6406, Loss: 0.6264 Epoch 3 Batch 533/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6435, Loss: 0.6056 Epoch 3 Batch 534/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6428, Loss: 0.5759 Epoch 3 Batch 535/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6438, Loss: 0.5933 Epoch 3 Batch 536/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6431, Loss: 0.5724 Epoch 3 Batch 537/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6367, Loss: 0.5962 Epoch 3 Batch 538/1077 - Train Accuracy: 0.6403, Validation Accuracy: 0.6346, Loss: 0.5543 Epoch 3 Batch 539/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6360, Loss: 0.6049 Epoch 3 Batch 540/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6381, Loss: 0.5565 Epoch 3 Batch 541/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6392, Loss: 0.5984 Epoch 3 Batch 542/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6385, Loss: 0.5840 Epoch 3 Batch 543/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6353, Loss: 0.6018 Epoch 3 Batch 544/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6307, Loss: 0.5926 Epoch 3 Batch 545/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6339, Loss: 0.6242 Epoch 3 Batch 546/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6378, Loss: 0.6192 Epoch 3 Batch 547/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6406, Loss: 0.5759 Epoch 3 Batch 548/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6371, Loss: 0.6033 Epoch 3 Batch 549/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6413, Loss: 0.6233 Epoch 3 Batch 550/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6406, Loss: 0.6247 Epoch 3 Batch 551/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6420, Loss: 0.6050 Epoch 3 Batch 552/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6438, Loss: 0.6046 Epoch 3 Batch 553/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6417, Loss: 0.5876 Epoch 3 Batch 554/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6413, Loss: 0.5978 Epoch 3 Batch 555/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6317, Loss: 0.5885 Epoch 3 Batch 556/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6286, Loss: 0.5710 Epoch 3 Batch 557/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6296, Loss: 0.5940 Epoch 3 Batch 558/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6321, Loss: 0.5850 Epoch 3 Batch 559/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6364, Loss: 0.5806 Epoch 3 Batch 560/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6374, Loss: 0.5677 Epoch 3 Batch 561/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6381, Loss: 0.5680 Epoch 3 Batch 562/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6428, Loss: 0.5517 Epoch 3 Batch 563/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6406, Loss: 0.6180 Epoch 3 Batch 564/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6357, Loss: 0.6253 Epoch 3 Batch 565/1077 - Train Accuracy: 0.6272, Validation Accuracy: 0.6296, Loss: 0.5739 Epoch 3 Batch 566/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6289, Loss: 0.6099 Epoch 3 Batch 567/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6232, Loss: 0.5892 Epoch 3 Batch 568/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6278, Loss: 0.5805 Epoch 3 Batch 569/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6286, Loss: 0.5846 Epoch 3 Batch 570/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6310, Loss: 0.6070 Epoch 3 Batch 571/1077 - Train Accuracy: 0.6600, Validation Accuracy: 0.6310, Loss: 0.5527 Epoch 3 Batch 572/1077 - Train Accuracy: 0.6339, Validation Accuracy: 0.6275, Loss: 0.5427 Epoch 3 Batch 573/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6314, Loss: 0.5863 Epoch 3 Batch 574/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6307, Loss: 0.6066 Epoch 3 Batch 575/1077 - Train Accuracy: 0.6310, Validation Accuracy: 0.6261, Loss: 0.5901 Epoch 3 Batch 576/1077 - Train Accuracy: 0.6373, Validation Accuracy: 0.6246, Loss: 0.6059 Epoch 3 Batch 577/1077 - Train Accuracy: 0.5765, Validation Accuracy: 0.6286, Loss: 0.6117 Epoch 3 Batch 578/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.6257, Loss: 0.6045 Epoch 3 Batch 579/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6243, Loss: 0.5747 Epoch 3 Batch 580/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6282, Loss: 0.5365 Epoch 3 Batch 581/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6282, Loss: 0.5675 Epoch 3 Batch 582/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6332, Loss: 0.5755 Epoch 3 Batch 583/1077 - Train Accuracy: 0.5913, Validation Accuracy: 0.6381, Loss: 0.6098 Epoch 3 Batch 584/1077 - Train Accuracy: 0.6120, Validation Accuracy: 0.6357, Loss: 0.5837 Epoch 3 Batch 585/1077 - Train Accuracy: 0.6618, Validation Accuracy: 0.6360, Loss: 0.5501 Epoch 3 Batch 586/1077 - Train Accuracy: 0.5954, Validation Accuracy: 0.6371, Loss: 0.6200 Epoch 3 Batch 587/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6374, Loss: 0.5615 Epoch 3 Batch 588/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6392, Loss: 0.5895 Epoch 3 Batch 589/1077 - Train Accuracy: 0.5975, Validation Accuracy: 0.6396, Loss: 0.6091 Epoch 3 Batch 590/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6317, Loss: 0.6094 Epoch 3 Batch 591/1077 - Train Accuracy: 0.6502, Validation Accuracy: 0.6293, Loss: 0.5405 Epoch 3 Batch 592/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6257, Loss: 0.5935 Epoch 3 Batch 593/1077 - Train Accuracy: 0.6265, Validation Accuracy: 0.6236, Loss: 0.5643 Epoch 3 Batch 594/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6254, Loss: 0.5876 Epoch 3 Batch 595/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6261, Loss: 0.5918 Epoch 3 Batch 596/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6317, Loss: 0.5969 Epoch 3 Batch 597/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6332, Loss: 0.5950 Epoch 3 Batch 598/1077 - Train Accuracy: 0.6220, Validation Accuracy: 0.6332, Loss: 0.5621 Epoch 3 Batch 599/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6374, Loss: 0.6282 Epoch 3 Batch 600/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6392, Loss: 0.5450 Epoch 3 Batch 601/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6371, Loss: 0.5769 Epoch 3 Batch 602/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6353, Loss: 0.5753 Epoch 3 Batch 603/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6328, Loss: 0.5756 Epoch 3 Batch 604/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6335, Loss: 0.6060 Epoch 3 Batch 605/1077 - Train Accuracy: 0.6394, Validation Accuracy: 0.6342, Loss: 0.6142 Epoch 3 Batch 606/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6314, Loss: 0.5505 Epoch 3 Batch 607/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6321, Loss: 0.5415 Epoch 3 Batch 608/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6328, Loss: 0.6143 Epoch 3 Batch 609/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6328, Loss: 0.5914 Epoch 3 Batch 610/1077 - Train Accuracy: 0.5966, Validation Accuracy: 0.6385, Loss: 0.6065 Epoch 3 Batch 611/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6392, Loss: 0.5903 Epoch 3 Batch 612/1077 - Train Accuracy: 0.6440, Validation Accuracy: 0.6360, Loss: 0.5541 Epoch 3 Batch 613/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6339, Loss: 0.6148 Epoch 3 Batch 614/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6349, Loss: 0.5596 Epoch 3 Batch 615/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6314, Loss: 0.5749 Epoch 3 Batch 616/1077 - Train Accuracy: 0.5917, Validation Accuracy: 0.6254, Loss: 0.6115 Epoch 3 Batch 617/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6268, Loss: 0.5670 Epoch 3 Batch 618/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6264, Loss: 0.5817 Epoch 3 Batch 619/1077 - Train Accuracy: 0.5728, Validation Accuracy: 0.6257, Loss: 0.6088 Epoch 3 Batch 620/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6243, Loss: 0.5680 Epoch 3 Batch 621/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6339, Loss: 0.5690 Epoch 3 Batch 622/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6307, Loss: 0.6190 Epoch 3 Batch 623/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6286, Loss: 0.5966 Epoch 3 Batch 624/1077 - Train Accuracy: 0.6585, Validation Accuracy: 0.6321, Loss: 0.5556 Epoch 3 Batch 625/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6374, Loss: 0.5871 Epoch 3 Batch 626/1077 - Train Accuracy: 0.6665, Validation Accuracy: 0.6388, Loss: 0.5234 Epoch 3 Batch 627/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6374, Loss: 0.5933 Epoch 3 Batch 628/1077 - Train Accuracy: 0.6199, Validation Accuracy: 0.6364, Loss: 0.6016 Epoch 3 Batch 629/1077 - Train Accuracy: 0.5909, Validation Accuracy: 0.6353, Loss: 0.5984 Epoch 3 Batch 630/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6413, Loss: 0.5817 Epoch 3 Batch 631/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6388, Loss: 0.5605 Epoch 3 Batch 632/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6378, Loss: 0.5960 Epoch 3 Batch 633/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6367, Loss: 0.5785 Epoch 3 Batch 634/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6364, Loss: 0.5527 Epoch 3 Batch 635/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6406, Loss: 0.6206 Epoch 3 Batch 636/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6417, Loss: 0.5668 Epoch 3 Batch 637/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6431, Loss: 0.6003 Epoch 3 Batch 638/1077 - Train Accuracy: 0.5889, Validation Accuracy: 0.6420, Loss: 0.5640 Epoch 3 Batch 639/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6403, Loss: 0.5804 Epoch 3 Batch 640/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6403, Loss: 0.5649 Epoch 3 Batch 641/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6456, Loss: 0.5800 Epoch 3 Batch 642/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6452, Loss: 0.5761 Epoch 3 Batch 643/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6467, Loss: 0.5487 Epoch 3 Batch 644/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6456, Loss: 0.5648 Epoch 3 Batch 645/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6470, Loss: 0.5557 Epoch 3 Batch 646/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6460, Loss: 0.5661 Epoch 3 Batch 647/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6460, Loss: 0.5828 Epoch 3 Batch 648/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6477, Loss: 0.5606 Epoch 3 Batch 649/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6420, Loss: 0.5954 Epoch 3 Batch 650/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6413, Loss: 0.5938 Epoch 3 Batch 651/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6431, Loss: 0.5745 Epoch 3 Batch 652/1077 - Train Accuracy: 0.6123, Validation Accuracy: 0.6442, Loss: 0.6134 Epoch 3 Batch 653/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6449, Loss: 0.5852 Epoch 3 Batch 654/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6420, Loss: 0.5662 Epoch 3 Batch 655/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6385, Loss: 0.5926 Epoch 3 Batch 656/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6381, Loss: 0.5827 Epoch 3 Batch 657/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6364, Loss: 0.5962 Epoch 3 Batch 658/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6431, Loss: 0.5649 Epoch 3 Batch 659/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6406, Loss: 0.5496 Epoch 3 Batch 660/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6428, Loss: 0.5923 Epoch 3 Batch 661/1077 - Train Accuracy: 0.6518, Validation Accuracy: 0.6417, Loss: 0.5402 Epoch 3 Batch 662/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6381, Loss: 0.5535 Epoch 3 Batch 663/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6392, Loss: 0.5602 Epoch 3 Batch 664/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6310, Loss: 0.5625 Epoch 3 Batch 665/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6243, Loss: 0.5948 Epoch 3 Batch 666/1077 - Train Accuracy: 0.6003, Validation Accuracy: 0.6232, Loss: 0.6116 Epoch 3 Batch 667/1077 - Train Accuracy: 0.5900, Validation Accuracy: 0.6275, Loss: 0.6080 Epoch 3 Batch 668/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6296, Loss: 0.5616 Epoch 3 Batch 669/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6321, Loss: 0.5678 Epoch 3 Batch 670/1077 - Train Accuracy: 0.6683, Validation Accuracy: 0.6328, Loss: 0.5355 Epoch 3 Batch 671/1077 - Train Accuracy: 0.5925, Validation Accuracy: 0.6314, Loss: 0.6199 Epoch 3 Batch 672/1077 - Train Accuracy: 0.6451, Validation Accuracy: 0.6275, Loss: 0.5670 Epoch 3 Batch 673/1077 - Train Accuracy: 0.6202, Validation Accuracy: 0.6286, Loss: 0.5534 Epoch 3 Batch 674/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6268, Loss: 0.5790 Epoch 3 Batch 675/1077 - Train Accuracy: 0.6358, Validation Accuracy: 0.6325, Loss: 0.5674 Epoch 3 Batch 676/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6349, Loss: 0.5917 Epoch 3 Batch 677/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6385, Loss: 0.6051 Epoch 3 Batch 678/1077 - Train Accuracy: 0.6224, Validation Accuracy: 0.6424, Loss: 0.5566 Epoch 3 Batch 679/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6378, Loss: 0.6029 Epoch 3 Batch 680/1077 - Train Accuracy: 0.6202, Validation Accuracy: 0.6335, Loss: 0.5683 Epoch 3 Batch 681/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6353, Loss: 0.5943 Epoch 3 Batch 682/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6339, Loss: 0.5943 Epoch 3 Batch 683/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6371, Loss: 0.5791 Epoch 3 Batch 684/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6357, Loss: 0.5679 Epoch 3 Batch 685/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6367, Loss: 0.5832 Epoch 3 Batch 686/1077 - Train Accuracy: 0.6347, Validation Accuracy: 0.6406, Loss: 0.5514 Epoch 3 Batch 687/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6385, Loss: 0.6030 Epoch 3 Batch 688/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6413, Loss: 0.5739 Epoch 3 Batch 689/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6424, Loss: 0.5779 Epoch 3 Batch 690/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6364, Loss: 0.5734 Epoch 3 Batch 691/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6371, Loss: 0.6311 Epoch 3 Batch 692/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6378, Loss: 0.5435 Epoch 3 Batch 693/1077 - Train Accuracy: 0.5744, Validation Accuracy: 0.6399, Loss: 0.6511 Epoch 3 Batch 694/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6406, Loss: 0.5455 Epoch 3 Batch 695/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6417, Loss: 0.5553 Epoch 3 Batch 696/1077 - Train Accuracy: 0.5933, Validation Accuracy: 0.6403, Loss: 0.6262 Epoch 3 Batch 697/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6381, Loss: 0.5528 Epoch 3 Batch 698/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6360, Loss: 0.5539 Epoch 3 Batch 699/1077 - Train Accuracy: 0.5736, Validation Accuracy: 0.6310, Loss: 0.6027 Epoch 3 Batch 700/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6310, Loss: 0.5690 Epoch 3 Batch 701/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6310, Loss: 0.5989 Epoch 3 Batch 702/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6296, Loss: 0.5649 Epoch 3 Batch 703/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6275, Loss: 0.5998 Epoch 3 Batch 704/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6246, Loss: 0.5939 Epoch 3 Batch 705/1077 - Train Accuracy: 0.6493, Validation Accuracy: 0.6222, Loss: 0.6333 Epoch 3 Batch 706/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6243, Loss: 0.5693 Epoch 3 Batch 707/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6243, Loss: 0.5900 Epoch 3 Batch 708/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6236, Loss: 0.5895 Epoch 3 Batch 709/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6264, Loss: 0.6034 Epoch 3 Batch 710/1077 - Train Accuracy: 0.5805, Validation Accuracy: 0.6268, Loss: 0.5781 Epoch 3 Batch 711/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6264, Loss: 0.5985 Epoch 3 Batch 712/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6275, Loss: 0.5675 Epoch 3 Batch 713/1077 - Train Accuracy: 0.6413, Validation Accuracy: 0.6300, Loss: 0.5262 Epoch 3 Batch 714/1077 - Train Accuracy: 0.6001, Validation Accuracy: 0.6246, Loss: 0.6172 Epoch 3 Batch 715/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6257, Loss: 0.6238 Epoch 3 Batch 716/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6211, Loss: 0.5618 Epoch 3 Batch 717/1077 - Train Accuracy: 0.5736, Validation Accuracy: 0.5948, Loss: 0.6052 Epoch 3 Batch 718/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.5927, Loss: 0.6078 Epoch 3 Batch 719/1077 - Train Accuracy: 0.6068, Validation Accuracy: 0.6097, Loss: 0.5828 Epoch 3 Batch 720/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6214, Loss: 0.6175 Epoch 3 Batch 721/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6183, Loss: 0.6053 Epoch 3 Batch 722/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6310, Loss: 0.5906 Epoch 3 Batch 723/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6278, Loss: 0.5731 Epoch 3 Batch 724/1077 - Train Accuracy: 0.5835, Validation Accuracy: 0.6158, Loss: 0.6093 Epoch 3 Batch 725/1077 - Train Accuracy: 0.6038, Validation Accuracy: 0.6282, Loss: 0.5678 Epoch 3 Batch 726/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6264, Loss: 0.5625 Epoch 3 Batch 727/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6325, Loss: 0.5480 Epoch 3 Batch 728/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6307, Loss: 0.5807 Epoch 3 Batch 729/1077 - Train Accuracy: 0.5742, Validation Accuracy: 0.6317, Loss: 0.6080 Epoch 3 Batch 730/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6317, Loss: 0.5920 Epoch 3 Batch 731/1077 - Train Accuracy: 0.6138, Validation Accuracy: 0.6353, Loss: 0.5854 Epoch 3 Batch 732/1077 - Train Accuracy: 0.6143, Validation Accuracy: 0.6349, Loss: 0.6001 Epoch 3 Batch 733/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6346, Loss: 0.5764 Epoch 3 Batch 734/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.6342, Loss: 0.6151 Epoch 3 Batch 735/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6431, Loss: 0.5629 Epoch 3 Batch 736/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6424, Loss: 0.5823 Epoch 3 Batch 737/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6388, Loss: 0.6193 Epoch 3 Batch 738/1077 - Train Accuracy: 0.6634, Validation Accuracy: 0.6321, Loss: 0.5087 Epoch 3 Batch 739/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6300, Loss: 0.5633 Epoch 3 Batch 740/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6286, Loss: 0.5663 Epoch 3 Batch 741/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6307, Loss: 0.5717 Epoch 3 Batch 742/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6325, Loss: 0.5828 Epoch 3 Batch 743/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6346, Loss: 0.5817 Epoch 3 Batch 744/1077 - Train Accuracy: 0.6417, Validation Accuracy: 0.6381, Loss: 0.5401 Epoch 3 Batch 745/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6378, Loss: 0.5620 Epoch 3 Batch 746/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6374, Loss: 0.5616 Epoch 3 Batch 747/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6335, Loss: 0.5482 Epoch 3 Batch 748/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6332, Loss: 0.5625 Epoch 3 Batch 749/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6342, Loss: 0.5879 Epoch 3 Batch 750/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6307, Loss: 0.5718 Epoch 3 Batch 751/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6325, Loss: 0.5627 Epoch 3 Batch 752/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6342, Loss: 0.5360 Epoch 3 Batch 753/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6360, Loss: 0.5600 Epoch 3 Batch 754/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6364, Loss: 0.5875 Epoch 3 Batch 755/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6378, Loss: 0.5759 Epoch 3 Batch 756/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6406, Loss: 0.5506 Epoch 3 Batch 757/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6342, Loss: 0.5876 Epoch 3 Batch 758/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.6342, Loss: 0.5333 Epoch 3 Batch 759/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6321, Loss: 0.5260 Epoch 3 Batch 760/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6335, Loss: 0.5762 Epoch 3 Batch 761/1077 - Train Accuracy: 0.5917, Validation Accuracy: 0.6342, Loss: 0.5910 Epoch 3 Batch 762/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6335, Loss: 0.5532 Epoch 3 Batch 763/1077 - Train Accuracy: 0.6116, Validation Accuracy: 0.6353, Loss: 0.5533 Epoch 3 Batch 764/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6381, Loss: 0.5650 Epoch 3 Batch 765/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6385, Loss: 0.5580 Epoch 3 Batch 766/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6406, Loss: 0.5995 Epoch 3 Batch 767/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6385, Loss: 0.5704 Epoch 3 Batch 768/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6396, Loss: 0.5633 Epoch 3 Batch 769/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6381, Loss: 0.5681 Epoch 3 Batch 770/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6346, Loss: 0.5381 Epoch 3 Batch 771/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6317, Loss: 0.5784 Epoch 3 Batch 772/1077 - Train Accuracy: 0.6350, Validation Accuracy: 0.6339, Loss: 0.5525 Epoch 3 Batch 773/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6346, Loss: 0.5611 Epoch 3 Batch 774/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6420, Loss: 0.5852 Epoch 3 Batch 775/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6406, Loss: 0.5681 Epoch 3 Batch 776/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6403, Loss: 0.5681 Epoch 3 Batch 777/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6431, Loss: 0.5838 Epoch 3 Batch 778/1077 - Train Accuracy: 0.6198, Validation Accuracy: 0.6431, Loss: 0.5529 Epoch 3 Batch 779/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6445, Loss: 0.5767 Epoch 3 Batch 780/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6403, Loss: 0.5823 Epoch 3 Batch 781/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6321, Loss: 0.5378 Epoch 3 Batch 782/1077 - Train Accuracy: 0.6399, Validation Accuracy: 0.6289, Loss: 0.5516 Epoch 3 Batch 783/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6328, Loss: 0.5654 Epoch 3 Batch 784/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6353, Loss: 0.5575 Epoch 3 Batch 785/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6317, Loss: 0.5403 Epoch 3 Batch 786/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6289, Loss: 0.5751 Epoch 3 Batch 787/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6314, Loss: 0.5138 Epoch 3 Batch 788/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6420, Loss: 0.5687 Epoch 3 Batch 789/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.6403, Loss: 0.5911 Epoch 3 Batch 790/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6435, Loss: 0.6092 Epoch 3 Batch 791/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6477, Loss: 0.5792 Epoch 3 Batch 792/1077 - Train Accuracy: 0.5891, Validation Accuracy: 0.6396, Loss: 0.5802 Epoch 3 Batch 793/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6374, Loss: 0.5625 Epoch 3 Batch 794/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6310, Loss: 0.5701 Epoch 3 Batch 795/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6325, Loss: 0.5878 Epoch 3 Batch 796/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6314, Loss: 0.5736 Epoch 3 Batch 797/1077 - Train Accuracy: 0.6223, Validation Accuracy: 0.6325, Loss: 0.5640 Epoch 3 Batch 798/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6310, Loss: 0.5772 Epoch 3 Batch 799/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6310, Loss: 0.6048 Epoch 3 Batch 800/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6254, Loss: 0.5694 Epoch 3 Batch 801/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6300, Loss: 0.5857 Epoch 3 Batch 802/1077 - Train Accuracy: 0.6205, Validation Accuracy: 0.6289, Loss: 0.5555 Epoch 3 Batch 803/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6300, Loss: 0.5768 Epoch 3 Batch 804/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6314, Loss: 0.5717 Epoch 3 Batch 805/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6353, Loss: 0.5640 Epoch 3 Batch 806/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6374, Loss: 0.5687 Epoch 3 Batch 807/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6364, Loss: 0.5551 Epoch 3 Batch 808/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6410, Loss: 0.5823 Epoch 3 Batch 809/1077 - Train Accuracy: 0.6118, Validation Accuracy: 0.6374, Loss: 0.6035 Epoch 3 Batch 810/1077 - Train Accuracy: 0.6321, Validation Accuracy: 0.6381, Loss: 0.5368 Epoch 3 Batch 811/1077 - Train Accuracy: 0.6358, Validation Accuracy: 0.6385, Loss: 0.5224 Epoch 3 Batch 812/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6374, Loss: 0.5862 Epoch 3 Batch 813/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6353, Loss: 0.5556 Epoch 3 Batch 814/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6357, Loss: 0.5605 Epoch 3 Batch 815/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6392, Loss: 0.5661 Epoch 3 Batch 816/1077 - Train Accuracy: 0.6567, Validation Accuracy: 0.6435, Loss: 0.5879 Epoch 3 Batch 817/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6420, Loss: 0.5965 Epoch 3 Batch 818/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6445, Loss: 0.5760 Epoch 3 Batch 819/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6442, Loss: 0.5626 Epoch 3 Batch 820/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6435, Loss: 0.6014 Epoch 3 Batch 821/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6456, Loss: 0.5555 Epoch 3 Batch 822/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6438, Loss: 0.5720 Epoch 3 Batch 823/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6438, Loss: 0.5613 Epoch 3 Batch 824/1077 - Train Accuracy: 0.6190, Validation Accuracy: 0.6463, Loss: 0.5464 Epoch 3 Batch 825/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6399, Loss: 0.5595 Epoch 3 Batch 826/1077 - Train Accuracy: 0.6466, Validation Accuracy: 0.6385, Loss: 0.5372 Epoch 3 Batch 827/1077 - Train Accuracy: 0.5954, Validation Accuracy: 0.6467, Loss: 0.5909 Epoch 3 Batch 828/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6442, Loss: 0.5647 Epoch 3 Batch 829/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6452, Loss: 0.5807 Epoch 3 Batch 830/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6435, Loss: 0.5581 Epoch 3 Batch 831/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6445, Loss: 0.5801 Epoch 3 Batch 832/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6452, Loss: 0.5750 Epoch 3 Batch 833/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6467, Loss: 0.5770 Epoch 3 Batch 834/1077 - Train Accuracy: 0.6776, Validation Accuracy: 0.6431, Loss: 0.5332 Epoch 3 Batch 835/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6420, Loss: 0.5607 Epoch 3 Batch 836/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.6442, Loss: 0.5780 Epoch 3 Batch 837/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6435, Loss: 0.5867 Epoch 3 Batch 838/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6499, Loss: 0.5504 Epoch 3 Batch 839/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6495, Loss: 0.5478 Epoch 3 Batch 840/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6506, Loss: 0.5528 Epoch 3 Batch 841/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6463, Loss: 0.5648 Epoch 3 Batch 842/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6456, Loss: 0.5541 Epoch 3 Batch 843/1077 - Train Accuracy: 0.6466, Validation Accuracy: 0.6452, Loss: 0.5268 Epoch 3 Batch 844/1077 - Train Accuracy: 0.6265, Validation Accuracy: 0.6452, Loss: 0.5426 Epoch 3 Batch 845/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6438, Loss: 0.5605 Epoch 3 Batch 846/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6438, Loss: 0.5631 Epoch 3 Batch 847/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6438, Loss: 0.5632 Epoch 3 Batch 848/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6452, Loss: 0.5864 Epoch 3 Batch 849/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6452, Loss: 0.5464 Epoch 3 Batch 850/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6438, Loss: 0.5970 Epoch 3 Batch 851/1077 - Train Accuracy: 0.6365, Validation Accuracy: 0.6378, Loss: 0.5495 Epoch 3 Batch 852/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6417, Loss: 0.5734 Epoch 3 Batch 853/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6442, Loss: 0.5379 Epoch 3 Batch 854/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6491, Loss: 0.5695 Epoch 3 Batch 855/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6488, Loss: 0.5689 Epoch 3 Batch 856/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6484, Loss: 0.5776 Epoch 3 Batch 857/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6488, Loss: 0.5554 Epoch 3 Batch 858/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6523, Loss: 0.5519 Epoch 3 Batch 859/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6523, Loss: 0.5706 Epoch 3 Batch 860/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6488, Loss: 0.5635 Epoch 3 Batch 861/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6509, Loss: 0.5595 Epoch 3 Batch 862/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6481, Loss: 0.5578 Epoch 3 Batch 863/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6413, Loss: 0.5423 Epoch 3 Batch 864/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6328, Loss: 0.5598 Epoch 3 Batch 865/1077 - Train Accuracy: 0.6783, Validation Accuracy: 0.6367, Loss: 0.5039 Epoch 3 Batch 866/1077 - Train Accuracy: 0.6421, Validation Accuracy: 0.6374, Loss: 0.5501 Epoch 3 Batch 867/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6381, Loss: 0.6067 Epoch 3 Batch 868/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6374, Loss: 0.5765 Epoch 3 Batch 869/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6388, Loss: 0.5742 Epoch 3 Batch 870/1077 - Train Accuracy: 0.5880, Validation Accuracy: 0.6388, Loss: 0.5901 Epoch 3 Batch 871/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6353, Loss: 0.5702 Epoch 3 Batch 872/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6357, Loss: 0.5557 Epoch 3 Batch 873/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6328, Loss: 0.5710 Epoch 3 Batch 874/1077 - Train Accuracy: 0.5805, Validation Accuracy: 0.6357, Loss: 0.5704 Epoch 3 Batch 875/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6357, Loss: 0.5606 Epoch 3 Batch 876/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6371, Loss: 0.5721 Epoch 3 Batch 877/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6353, Loss: 0.5415 Epoch 3 Batch 878/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6374, Loss: 0.5536 Epoch 3 Batch 879/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6367, Loss: 0.5381 Epoch 3 Batch 880/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6374, Loss: 0.5552 Epoch 3 Batch 881/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6388, Loss: 0.5808 Epoch 3 Batch 882/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6403, Loss: 0.5789 Epoch 3 Batch 883/1077 - Train Accuracy: 0.5765, Validation Accuracy: 0.6346, Loss: 0.6349 Epoch 3 Batch 884/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6392, Loss: 0.5455 Epoch 3 Batch 885/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6420, Loss: 0.4867 Epoch 3 Batch 886/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6442, Loss: 0.5815 Epoch 3 Batch 887/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6502, Loss: 0.5825 Epoch 3 Batch 888/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.5952, Loss: 0.5979 Epoch 3 Batch 889/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.5980, Loss: 0.6098 Epoch 3 Batch 890/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.6314, Loss: 0.5745 Epoch 3 Batch 891/1077 - Train Accuracy: 0.5814, Validation Accuracy: 0.6197, Loss: 0.5865 Epoch 3 Batch 892/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6033, Loss: 0.5625 Epoch 3 Batch 893/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6083, Loss: 0.5971 Epoch 3 Batch 894/1077 - Train Accuracy: 0.6257, Validation Accuracy: 0.6090, Loss: 0.5472 Epoch 3 Batch 895/1077 - Train Accuracy: 0.5980, Validation Accuracy: 0.6406, Loss: 0.5827 Epoch 3 Batch 896/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6332, Loss: 0.6077 Epoch 3 Batch 897/1077 - Train Accuracy: 0.6425, Validation Accuracy: 0.6360, Loss: 0.5451 Epoch 3 Batch 898/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6378, Loss: 0.5593 Epoch 3 Batch 899/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6335, Loss: 0.5972 Epoch 3 Batch 900/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6218, Loss: 0.5786 Epoch 3 Batch 901/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6165, Loss: 0.5741 Epoch 3 Batch 902/1077 - Train Accuracy: 0.6399, Validation Accuracy: 0.6371, Loss: 0.5744 Epoch 3 Batch 903/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6460, Loss: 0.5448 Epoch 3 Batch 904/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6481, Loss: 0.5718 Epoch 3 Batch 905/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6527, Loss: 0.5546 Epoch 3 Batch 906/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6499, Loss: 0.5560 Epoch 3 Batch 907/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6424, Loss: 0.5556 Epoch 3 Batch 908/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6420, Loss: 0.5903 Epoch 3 Batch 909/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6431, Loss: 0.5773 Epoch 3 Batch 910/1077 - Train Accuracy: 0.6101, Validation Accuracy: 0.6442, Loss: 0.5538 Epoch 3 Batch 911/1077 - Train Accuracy: 0.6768, Validation Accuracy: 0.6445, Loss: 0.5102 Epoch 3 Batch 912/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6449, Loss: 0.5730 Epoch 3 Batch 913/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6467, Loss: 0.5787 Epoch 3 Batch 914/1077 - Train Accuracy: 0.6963, Validation Accuracy: 0.6491, Loss: 0.5065 Epoch 3 Batch 915/1077 - Train Accuracy: 0.5970, Validation Accuracy: 0.6467, Loss: 0.5993 Epoch 3 Batch 916/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6463, Loss: 0.5680 Epoch 3 Batch 917/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6424, Loss: 0.5791 Epoch 3 Batch 918/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6428, Loss: 0.5125 Epoch 3 Batch 919/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6431, Loss: 0.5564 Epoch 3 Batch 920/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6438, Loss: 0.5667 Epoch 3 Batch 921/1077 - Train Accuracy: 0.5891, Validation Accuracy: 0.6428, Loss: 0.5703 Epoch 3 Batch 922/1077 - Train Accuracy: 0.6068, Validation Accuracy: 0.6388, Loss: 0.5398 Epoch 3 Batch 923/1077 - Train Accuracy: 0.5921, Validation Accuracy: 0.6388, Loss: 0.5968 Epoch 3 Batch 924/1077 - Train Accuracy: 0.6106, Validation Accuracy: 0.6470, Loss: 0.5971 Epoch 3 Batch 925/1077 - Train Accuracy: 0.6157, Validation Accuracy: 0.6349, Loss: 0.5466 Epoch 3 Batch 926/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6431, Loss: 0.5733 Epoch 3 Batch 927/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6481, Loss: 0.5777 Epoch 3 Batch 928/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6470, Loss: 0.5465 Epoch 3 Batch 929/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6481, Loss: 0.5834 Epoch 3 Batch 930/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6435, Loss: 0.5531 Epoch 3 Batch 931/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6474, Loss: 0.5601 Epoch 3 Batch 932/1077 - Train Accuracy: 0.5555, Validation Accuracy: 0.6502, Loss: 0.5724 Epoch 3 Batch 933/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6523, Loss: 0.5590 Epoch 3 Batch 934/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6506, Loss: 0.5787 Epoch 3 Batch 935/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6516, Loss: 0.5819 Epoch 3 Batch 936/1077 - Train Accuracy: 0.6116, Validation Accuracy: 0.6442, Loss: 0.5499 Epoch 3 Batch 937/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6438, Loss: 0.5888 Epoch 3 Batch 938/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6467, Loss: 0.5642 Epoch 3 Batch 939/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6371, Loss: 0.5543 Epoch 3 Batch 940/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6392, Loss: 0.5543 Epoch 3 Batch 941/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6406, Loss: 0.5275 Epoch 3 Batch 942/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6420, Loss: 0.5769 Epoch 3 Batch 943/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6417, Loss: 0.5628 Epoch 3 Batch 944/1077 - Train Accuracy: 0.6399, Validation Accuracy: 0.6410, Loss: 0.5459 Epoch 3 Batch 945/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6399, Loss: 0.5341 Epoch 3 Batch 946/1077 - Train Accuracy: 0.6118, Validation Accuracy: 0.6410, Loss: 0.5517 Epoch 3 Batch 947/1077 - Train Accuracy: 0.5896, Validation Accuracy: 0.6388, Loss: 0.6065 Epoch 3 Batch 948/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6399, Loss: 0.5570 Epoch 3 Batch 949/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6513, Loss: 0.5045 Epoch 3 Batch 950/1077 - Train Accuracy: 0.5993, Validation Accuracy: 0.6506, Loss: 0.5316 Epoch 3 Batch 951/1077 - Train Accuracy: 0.6261, Validation Accuracy: 0.6488, Loss: 0.5578 Epoch 3 Batch 952/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6541, Loss: 0.5596 Epoch 3 Batch 953/1077 - Train Accuracy: 0.6373, Validation Accuracy: 0.6488, Loss: 0.5566 Epoch 3 Batch 954/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.6435, Loss: 0.5894 Epoch 3 Batch 955/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6431, Loss: 0.5534 Epoch 3 Batch 956/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6445, Loss: 0.5385 Epoch 3 Batch 957/1077 - Train Accuracy: 0.6689, Validation Accuracy: 0.6357, Loss: 0.5215 Epoch 3 Batch 958/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6332, Loss: 0.5548 Epoch 3 Batch 959/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6406, Loss: 0.5340 Epoch 3 Batch 960/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6406, Loss: 0.5436 Epoch 3 Batch 961/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6396, Loss: 0.5669 Epoch 3 Batch 962/1077 - Train Accuracy: 0.6536, Validation Accuracy: 0.6385, Loss: 0.5349 Epoch 3 Batch 963/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6364, Loss: 0.6145 Epoch 3 Batch 964/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6491, Loss: 0.5210 Epoch 3 Batch 965/1077 - Train Accuracy: 0.5732, Validation Accuracy: 0.6495, Loss: 0.5919 Epoch 3 Batch 966/1077 - Train Accuracy: 0.6634, Validation Accuracy: 0.6474, Loss: 0.4927 Epoch 3 Batch 967/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6442, Loss: 0.5322 Epoch 3 Batch 968/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6438, Loss: 0.5781 Epoch 3 Batch 969/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6388, Loss: 0.5541 Epoch 3 Batch 970/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6360, Loss: 0.5634 Epoch 3 Batch 971/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6364, Loss: 0.5339 Epoch 3 Batch 972/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6385, Loss: 0.5584 Epoch 3 Batch 973/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6349, Loss: 0.5136 Epoch 3 Batch 974/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6378, Loss: 0.5736 Epoch 3 Batch 975/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6403, Loss: 0.5166 Epoch 3 Batch 976/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6367, Loss: 0.5377 Epoch 3 Batch 977/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6357, Loss: 0.5337 Epoch 3 Batch 978/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6399, Loss: 0.5502 Epoch 3 Batch 979/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6388, Loss: 0.5934 Epoch 3 Batch 980/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6445, Loss: 0.5590 Epoch 3 Batch 981/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6438, Loss: 0.5661 Epoch 3 Batch 982/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6452, Loss: 0.5488 Epoch 3 Batch 983/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6499, Loss: 0.5757 Epoch 3 Batch 984/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6499, Loss: 0.5953 Epoch 3 Batch 985/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6520, Loss: 0.5380 Epoch 3 Batch 986/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6538, Loss: 0.5657 Epoch 3 Batch 987/1077 - Train Accuracy: 0.6224, Validation Accuracy: 0.6531, Loss: 0.5301 Epoch 3 Batch 988/1077 - Train Accuracy: 0.5879, Validation Accuracy: 0.6541, Loss: 0.5616 Epoch 3 Batch 989/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6531, Loss: 0.5656 Epoch 3 Batch 990/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6531, Loss: 0.5785 Epoch 3 Batch 991/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6506, Loss: 0.5660 Epoch 3 Batch 992/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6534, Loss: 0.5611 Epoch 3 Batch 993/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6506, Loss: 0.5219 Epoch 3 Batch 994/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6506, Loss: 0.5510 Epoch 3 Batch 995/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6516, Loss: 0.5325 Epoch 3 Batch 996/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6506, Loss: 0.5517 Epoch 3 Batch 997/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6523, Loss: 0.5786 Epoch 3 Batch 998/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6513, Loss: 0.5383 Epoch 3 Batch 999/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6527, Loss: 0.5648 Epoch 3 Batch 1000/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6527, Loss: 0.5101 Epoch 3 Batch 1001/1077 - Train Accuracy: 0.6268, Validation Accuracy: 0.6513, Loss: 0.5184 Epoch 3 Batch 1002/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6516, Loss: 0.5424 Epoch 3 Batch 1003/1077 - Train Accuracy: 0.6357, Validation Accuracy: 0.6506, Loss: 0.5515 Epoch 3 Batch 1004/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6506, Loss: 0.5404 Epoch 3 Batch 1005/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6513, Loss: 0.5601 Epoch 3 Batch 1006/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6516, Loss: 0.5300 Epoch 3 Batch 1007/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6520, Loss: 0.5215 Epoch 3 Batch 1008/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6520, Loss: 0.5549 Epoch 3 Batch 1009/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6502, Loss: 0.5230 Epoch 3 Batch 1010/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6488, Loss: 0.5599 Epoch 3 Batch 1011/1077 - Train Accuracy: 0.6359, Validation Accuracy: 0.6506, Loss: 0.5716 Epoch 3 Batch 1012/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.6506, Loss: 0.5259 Epoch 3 Batch 1013/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6460, Loss: 0.5297 Epoch 3 Batch 1014/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6467, Loss: 0.5699 Epoch 3 Batch 1015/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6481, Loss: 0.5749 Epoch 3 Batch 1016/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6474, Loss: 0.5775 Epoch 3 Batch 1017/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6484, Loss: 0.5553 Epoch 3 Batch 1018/1077 - Train Accuracy: 0.6280, Validation Accuracy: 0.6495, Loss: 0.5378 Epoch 3 Batch 1019/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6445, Loss: 0.6003 Epoch 3 Batch 1020/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6442, Loss: 0.5354 Epoch 3 Batch 1021/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6424, Loss: 0.5513 Epoch 3 Batch 1022/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6474, Loss: 0.5164 Epoch 3 Batch 1023/1077 - Train Accuracy: 0.6474, Validation Accuracy: 0.6403, Loss: 0.5139 Epoch 3 Batch 1024/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6381, Loss: 0.5672 Epoch 3 Batch 1025/1077 - Train Accuracy: 0.6507, Validation Accuracy: 0.6392, Loss: 0.5358 Epoch 3 Batch 1026/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6371, Loss: 0.5153 Epoch 3 Batch 1027/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6364, Loss: 0.5732 Epoch 3 Batch 1028/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6392, Loss: 0.5595 Epoch 3 Batch 1029/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6374, Loss: 0.5468 Epoch 3 Batch 1030/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6424, Loss: 0.5672 Epoch 3 Batch 1031/1077 - Train Accuracy: 0.6073, Validation Accuracy: 0.6495, Loss: 0.5898 Epoch 3 Batch 1032/1077 - Train Accuracy: 0.6421, Validation Accuracy: 0.6523, Loss: 0.5475 Epoch 3 Batch 1033/1077 - Train Accuracy: 0.6138, Validation Accuracy: 0.6566, Loss: 0.5301 Epoch 3 Batch 1034/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6545, Loss: 0.5740 Epoch 3 Batch 1035/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6509, Loss: 0.5096 Epoch 3 Batch 1036/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6445, Loss: 0.5524 Epoch 3 Batch 1037/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6456, Loss: 0.5773 Epoch 3 Batch 1038/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6477, Loss: 0.5601 Epoch 3 Batch 1039/1077 - Train Accuracy: 0.6756, Validation Accuracy: 0.6502, Loss: 0.5233 Epoch 3 Batch 1040/1077 - Train Accuracy: 0.6382, Validation Accuracy: 0.6506, Loss: 0.5700 Epoch 3 Batch 1041/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6491, Loss: 0.5674 Epoch 3 Batch 1042/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6499, Loss: 0.5603 Epoch 3 Batch 1043/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6538, Loss: 0.5794 Epoch 3 Batch 1044/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6534, Loss: 0.5452 Epoch 3 Batch 1045/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6555, Loss: 0.5791 Epoch 3 Batch 1046/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6445, Loss: 0.5229 Epoch 3 Batch 1047/1077 - Train Accuracy: 0.6359, Validation Accuracy: 0.6491, Loss: 0.5465 Epoch 3 Batch 1048/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6513, Loss: 0.5610 Epoch 3 Batch 1049/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6499, Loss: 0.5766 Epoch 3 Batch 1050/1077 - Train Accuracy: 0.5891, Validation Accuracy: 0.6474, Loss: 0.5670 Epoch 3 Batch 1051/1077 - Train Accuracy: 0.6581, Validation Accuracy: 0.6506, Loss: 0.5291 Epoch 3 Batch 1052/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6513, Loss: 0.5269 Epoch 3 Batch 1053/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6523, Loss: 0.5267 Epoch 3 Batch 1054/1077 - Train Accuracy: 0.5973, Validation Accuracy: 0.6491, Loss: 0.5558 Epoch 3 Batch 1055/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6239, Loss: 0.6150 Epoch 3 Batch 1056/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6232, Loss: 0.5639 Epoch 3 Batch 1057/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6332, Loss: 0.5877 Epoch 3 Batch 1058/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6342, Loss: 0.6056 Epoch 3 Batch 1059/1077 - Train Accuracy: 0.5576, Validation Accuracy: 0.6172, Loss: 0.5994 Epoch 3 Batch 1060/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6168, Loss: 0.5453 Epoch 3 Batch 1061/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6367, Loss: 0.5917 Epoch 3 Batch 1062/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6364, Loss: 0.5657 Epoch 3 Batch 1063/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6349, Loss: 0.5685 Epoch 3 Batch 1064/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6388, Loss: 0.5581 Epoch 3 Batch 1065/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6332, Loss: 0.5635 Epoch 3 Batch 1066/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6367, Loss: 0.5436 Epoch 3 Batch 1067/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6229, Loss: 0.5658 Epoch 3 Batch 1068/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6381, Loss: 0.5432 Epoch 3 Batch 1069/1077 - Train Accuracy: 0.6536, Validation Accuracy: 0.6339, Loss: 0.5164 Epoch 3 Batch 1070/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6442, Loss: 0.5716 Epoch 3 Batch 1071/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6428, Loss: 0.5521 Epoch 3 Batch 1072/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6467, Loss: 0.5432 Epoch 3 Batch 1073/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6467, Loss: 0.5692 Epoch 3 Batch 1074/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6491, Loss: 0.5607 Epoch 3 Batch 1075/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6531, Loss: 0.5864 Epoch 4 Batch 1/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6481, Loss: 0.5447 Epoch 4 Batch 2/1077 - Train Accuracy: 0.5872, Validation Accuracy: 0.6495, Loss: 0.5816 Epoch 4 Batch 3/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6431, Loss: 0.5336 Epoch 4 Batch 4/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6424, Loss: 0.5652 Epoch 4 Batch 5/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6396, Loss: 0.5642 Epoch 4 Batch 6/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6286, Loss: 0.5590 Epoch 4 Batch 7/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6254, Loss: 0.5499 Epoch 4 Batch 8/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6303, Loss: 0.5468 Epoch 4 Batch 9/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6449, Loss: 0.5511 Epoch 4 Batch 10/1077 - Train Accuracy: 0.6229, Validation Accuracy: 0.6495, Loss: 0.5645 Epoch 4 Batch 11/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6499, Loss: 0.5525 Epoch 4 Batch 12/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6506, Loss: 0.5794 Epoch 4 Batch 13/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6481, Loss: 0.5300 Epoch 4 Batch 14/1077 - Train Accuracy: 0.6388, Validation Accuracy: 0.6491, Loss: 0.5097 Epoch 4 Batch 15/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6506, Loss: 0.5354 Epoch 4 Batch 16/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6520, Loss: 0.5378 Epoch 4 Batch 17/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6516, Loss: 0.5292 Epoch 4 Batch 18/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6509, Loss: 0.5531 Epoch 4 Batch 19/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6470, Loss: 0.5502 Epoch 4 Batch 20/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6463, Loss: 0.5374 Epoch 4 Batch 21/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6381, Loss: 0.5821 Epoch 4 Batch 22/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6357, Loss: 0.5535 Epoch 4 Batch 23/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6357, Loss: 0.5470 Epoch 4 Batch 24/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6374, Loss: 0.5532 Epoch 4 Batch 25/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6371, Loss: 0.5257 Epoch 4 Batch 26/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6406, Loss: 0.5773 Epoch 4 Batch 27/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6406, Loss: 0.5143 Epoch 4 Batch 28/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6374, Loss: 0.5367 Epoch 4 Batch 29/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6403, Loss: 0.5496 Epoch 4 Batch 30/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6460, Loss: 0.5517 Epoch 4 Batch 31/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6442, Loss: 0.5478 Epoch 4 Batch 32/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6445, Loss: 0.5083 Epoch 4 Batch 33/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6463, Loss: 0.5204 Epoch 4 Batch 34/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6413, Loss: 0.5573 Epoch 4 Batch 35/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6399, Loss: 0.5506 Epoch 4 Batch 36/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6399, Loss: 0.5354 Epoch 4 Batch 37/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6474, Loss: 0.5692 Epoch 4 Batch 38/1077 - Train Accuracy: 0.5888, Validation Accuracy: 0.6477, Loss: 0.5917 Epoch 4 Batch 39/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6502, Loss: 0.5847 Epoch 4 Batch 40/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6520, Loss: 0.5605 Epoch 4 Batch 41/1077 - Train Accuracy: 0.6235, Validation Accuracy: 0.6506, Loss: 0.5520 Epoch 4 Batch 42/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6481, Loss: 0.5704 Epoch 4 Batch 43/1077 - Train Accuracy: 0.6345, Validation Accuracy: 0.6495, Loss: 0.5685 Epoch 4 Batch 44/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6481, Loss: 0.5633 Epoch 4 Batch 45/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6463, Loss: 0.5570 Epoch 4 Batch 46/1077 - Train Accuracy: 0.6143, Validation Accuracy: 0.6484, Loss: 0.5756 Epoch 4 Batch 47/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6502, Loss: 0.5528 Epoch 4 Batch 48/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6499, Loss: 0.5706 Epoch 4 Batch 49/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6491, Loss: 0.5616 Epoch 4 Batch 50/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6467, Loss: 0.5470 Epoch 4 Batch 51/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6445, Loss: 0.5242 Epoch 4 Batch 52/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6477, Loss: 0.5620 Epoch 4 Batch 53/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6456, Loss: 0.5838 Epoch 4 Batch 54/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6463, Loss: 0.5828 Epoch 4 Batch 55/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6431, Loss: 0.5386 Epoch 4 Batch 56/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6438, Loss: 0.5239 Epoch 4 Batch 57/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6491, Loss: 0.5092 Epoch 4 Batch 58/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6477, Loss: 0.5366 Epoch 4 Batch 59/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6481, Loss: 0.5613 Epoch 4 Batch 60/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6499, Loss: 0.5282 Epoch 4 Batch 61/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6509, Loss: 0.5794 Epoch 4 Batch 62/1077 - Train Accuracy: 0.6225, Validation Accuracy: 0.6509, Loss: 0.5830 Epoch 4 Batch 63/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6509, Loss: 0.5152 Epoch 4 Batch 64/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6481, Loss: 0.5389 Epoch 4 Batch 65/1077 - Train Accuracy: 0.6139, Validation Accuracy: 0.6474, Loss: 0.5585 Epoch 4 Batch 66/1077 - Train Accuracy: 0.6097, Validation Accuracy: 0.6488, Loss: 0.5401 Epoch 4 Batch 67/1077 - Train Accuracy: 0.6767, Validation Accuracy: 0.6445, Loss: 0.5272 Epoch 4 Batch 68/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6406, Loss: 0.5572 Epoch 4 Batch 69/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6410, Loss: 0.5494 Epoch 4 Batch 70/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6406, Loss: 0.5628 Epoch 4 Batch 71/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6410, Loss: 0.5373 Epoch 4 Batch 72/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6431, Loss: 0.5477 Epoch 4 Batch 73/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6484, Loss: 0.5609 Epoch 4 Batch 74/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6491, Loss: 0.4960 Epoch 4 Batch 75/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6509, Loss: 0.5620 Epoch 4 Batch 76/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6502, Loss: 0.5215 Epoch 4 Batch 77/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6491, Loss: 0.5505 Epoch 4 Batch 78/1077 - Train Accuracy: 0.6209, Validation Accuracy: 0.6502, Loss: 0.5592 Epoch 4 Batch 79/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6477, Loss: 0.5420 Epoch 4 Batch 80/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6477, Loss: 0.5569 Epoch 4 Batch 81/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6477, Loss: 0.5216 Epoch 4 Batch 82/1077 - Train Accuracy: 0.6946, Validation Accuracy: 0.6435, Loss: 0.4892 Epoch 4 Batch 83/1077 - Train Accuracy: 0.6003, Validation Accuracy: 0.6452, Loss: 0.5730 Epoch 4 Batch 84/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6484, Loss: 0.5503 Epoch 4 Batch 85/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6499, Loss: 0.5348 Epoch 4 Batch 86/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6502, Loss: 0.5392 Epoch 4 Batch 87/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6477, Loss: 0.5572 Epoch 4 Batch 88/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6474, Loss: 0.5467 Epoch 4 Batch 89/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6495, Loss: 0.5582 Epoch 4 Batch 90/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6523, Loss: 0.5591 Epoch 4 Batch 91/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6545, Loss: 0.4903 Epoch 4 Batch 92/1077 - Train Accuracy: 0.6276, Validation Accuracy: 0.6531, Loss: 0.5268 Epoch 4 Batch 93/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6534, Loss: 0.5587 Epoch 4 Batch 94/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6555, Loss: 0.5028 Epoch 4 Batch 95/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6516, Loss: 0.5455 Epoch 4 Batch 96/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6545, Loss: 0.5179 Epoch 4 Batch 97/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6488, Loss: 0.5095 Epoch 4 Batch 98/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6538, Loss: 0.5112 Epoch 4 Batch 99/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6555, Loss: 0.5615 Epoch 4 Batch 100/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6552, Loss: 0.5419 Epoch 4 Batch 101/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6534, Loss: 0.5518 Epoch 4 Batch 102/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.6534, Loss: 0.5166 Epoch 4 Batch 103/1077 - Train Accuracy: 0.6225, Validation Accuracy: 0.6531, Loss: 0.5980 Epoch 4 Batch 104/1077 - Train Accuracy: 0.5740, Validation Accuracy: 0.6488, Loss: 0.5866 Epoch 4 Batch 105/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6463, Loss: 0.5513 Epoch 4 Batch 106/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6452, Loss: 0.5702 Epoch 4 Batch 107/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6531, Loss: 0.5260 Epoch 4 Batch 108/1077 - Train Accuracy: 0.6751, Validation Accuracy: 0.6527, Loss: 0.4946 Epoch 4 Batch 109/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6481, Loss: 0.5357 Epoch 4 Batch 110/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6491, Loss: 0.5200 Epoch 4 Batch 111/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6527, Loss: 0.5520 Epoch 4 Batch 112/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6516, Loss: 0.5323 Epoch 4 Batch 113/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6413, Loss: 0.5591 Epoch 4 Batch 114/1077 - Train Accuracy: 0.6306, Validation Accuracy: 0.6463, Loss: 0.5142 Epoch 4 Batch 115/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6477, Loss: 0.5558 Epoch 4 Batch 116/1077 - Train Accuracy: 0.5973, Validation Accuracy: 0.6463, Loss: 0.5871 Epoch 4 Batch 117/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6502, Loss: 0.5663 Epoch 4 Batch 118/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6467, Loss: 0.5844 Epoch 4 Batch 119/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6481, Loss: 0.5431 Epoch 4 Batch 120/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6463, Loss: 0.5528 Epoch 4 Batch 121/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6470, Loss: 0.5477 Epoch 4 Batch 122/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6456, Loss: 0.5314 Epoch 4 Batch 123/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6452, Loss: 0.5168 Epoch 4 Batch 124/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6481, Loss: 0.5546 Epoch 4 Batch 125/1077 - Train Accuracy: 0.6503, Validation Accuracy: 0.6509, Loss: 0.5331 Epoch 4 Batch 126/1077 - Train Accuracy: 0.6659, Validation Accuracy: 0.6513, Loss: 0.5153 Epoch 4 Batch 127/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6506, Loss: 0.5211 Epoch 4 Batch 128/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.6477, Loss: 0.5051 Epoch 4 Batch 129/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6463, Loss: 0.5152 Epoch 4 Batch 130/1077 - Train Accuracy: 0.6339, Validation Accuracy: 0.6488, Loss: 0.5141 Epoch 4 Batch 131/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6520, Loss: 0.5332 Epoch 4 Batch 132/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6531, Loss: 0.5593 Epoch 4 Batch 133/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6541, Loss: 0.5576 Epoch 4 Batch 134/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6534, Loss: 0.5073 Epoch 4 Batch 135/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6541, Loss: 0.5458 Epoch 4 Batch 136/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6545, Loss: 0.5264 Epoch 4 Batch 137/1077 - Train Accuracy: 0.6752, Validation Accuracy: 0.6534, Loss: 0.5023 Epoch 4 Batch 138/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6499, Loss: 0.5488 Epoch 4 Batch 139/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6527, Loss: 0.5530 Epoch 4 Batch 140/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6531, Loss: 0.5594 Epoch 4 Batch 141/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6516, Loss: 0.5415 Epoch 4 Batch 142/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6516, Loss: 0.5200 Epoch 4 Batch 143/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6523, Loss: 0.5497 Epoch 4 Batch 144/1077 - Train Accuracy: 0.5868, Validation Accuracy: 0.6541, Loss: 0.5712 Epoch 4 Batch 145/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6449, Loss: 0.5507 Epoch 4 Batch 146/1077 - Train Accuracy: 0.6481, Validation Accuracy: 0.6470, Loss: 0.5419 Epoch 4 Batch 147/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6413, Loss: 0.5653 Epoch 4 Batch 148/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6413, Loss: 0.5228 Epoch 4 Batch 149/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6445, Loss: 0.5377 Epoch 4 Batch 150/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6477, Loss: 0.5183 Epoch 4 Batch 151/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6523, Loss: 0.4923 Epoch 4 Batch 152/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6516, Loss: 0.5290 Epoch 4 Batch 153/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6520, Loss: 0.5555 Epoch 4 Batch 154/1077 - Train Accuracy: 0.6192, Validation Accuracy: 0.6523, Loss: 0.5609 Epoch 4 Batch 155/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6484, Loss: 0.5404 Epoch 4 Batch 156/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6463, Loss: 0.5432 Epoch 4 Batch 157/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6552, Loss: 0.5334 Epoch 4 Batch 158/1077 - Train Accuracy: 0.6600, Validation Accuracy: 0.6506, Loss: 0.5289 Epoch 4 Batch 159/1077 - Train Accuracy: 0.6310, Validation Accuracy: 0.6431, Loss: 0.5096 Epoch 4 Batch 160/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6413, Loss: 0.5386 Epoch 4 Batch 161/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6495, Loss: 0.5402 Epoch 4 Batch 162/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6495, Loss: 0.5751 Epoch 4 Batch 163/1077 - Train Accuracy: 0.6308, Validation Accuracy: 0.6499, Loss: 0.5676 Epoch 4 Batch 164/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6509, Loss: 0.5352 Epoch 4 Batch 165/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6527, Loss: 0.5497 Epoch 4 Batch 166/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6513, Loss: 0.5368 Epoch 4 Batch 167/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6495, Loss: 0.5525 Epoch 4 Batch 168/1077 - Train Accuracy: 0.6295, Validation Accuracy: 0.6481, Loss: 0.5665 Epoch 4 Batch 169/1077 - Train Accuracy: 0.6425, Validation Accuracy: 0.6463, Loss: 0.5245 Epoch 4 Batch 170/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6474, Loss: 0.5628 Epoch 4 Batch 171/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6460, Loss: 0.4978 Epoch 4 Batch 172/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6488, Loss: 0.4994 Epoch 4 Batch 173/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6520, Loss: 0.5701 Epoch 4 Batch 174/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6534, Loss: 0.5412 Epoch 4 Batch 175/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6534, Loss: 0.5193 Epoch 4 Batch 176/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6470, Loss: 0.5502 Epoch 4 Batch 177/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6474, Loss: 0.5553 Epoch 4 Batch 178/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6474, Loss: 0.5261 Epoch 4 Batch 179/1077 - Train Accuracy: 0.6739, Validation Accuracy: 0.6491, Loss: 0.5505 Epoch 4 Batch 180/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6520, Loss: 0.5308 Epoch 4 Batch 181/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6570, Loss: 0.5590 Epoch 4 Batch 182/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6520, Loss: 0.5391 Epoch 4 Batch 183/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6531, Loss: 0.5489 Epoch 4 Batch 184/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6531, Loss: 0.5227 Epoch 4 Batch 185/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6438, Loss: 0.5507 Epoch 4 Batch 186/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6438, Loss: 0.5483 Epoch 4 Batch 187/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6396, Loss: 0.5417 Epoch 4 Batch 188/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6438, Loss: 0.5508 Epoch 4 Batch 189/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6403, Loss: 0.5396 Epoch 4 Batch 190/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6477, Loss: 0.5187 Epoch 4 Batch 191/1077 - Train Accuracy: 0.6815, Validation Accuracy: 0.6477, Loss: 0.4923 Epoch 4 Batch 192/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6545, Loss: 0.5361 Epoch 4 Batch 193/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6552, Loss: 0.5204 Epoch 4 Batch 194/1077 - Train Accuracy: 0.6607, Validation Accuracy: 0.6520, Loss: 0.5074 Epoch 4 Batch 195/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6516, Loss: 0.5346 Epoch 4 Batch 196/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6509, Loss: 0.5284 Epoch 4 Batch 197/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6516, Loss: 0.5142 Epoch 4 Batch 198/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6523, Loss: 0.5073 Epoch 4 Batch 199/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6534, Loss: 0.5108 Epoch 4 Batch 200/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6523, Loss: 0.5411 Epoch 4 Batch 201/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6545, Loss: 0.5197 Epoch 4 Batch 202/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6520, Loss: 0.5366 Epoch 4 Batch 203/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6509, Loss: 0.5307 Epoch 4 Batch 204/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6477, Loss: 0.5660 Epoch 4 Batch 205/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6484, Loss: 0.5221 Epoch 4 Batch 206/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6499, Loss: 0.5211 Epoch 4 Batch 207/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6520, Loss: 0.5365 Epoch 4 Batch 208/1077 - Train Accuracy: 0.6399, Validation Accuracy: 0.6538, Loss: 0.5226 Epoch 4 Batch 209/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6491, Loss: 0.5132 Epoch 4 Batch 210/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6452, Loss: 0.5117 Epoch 4 Batch 211/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6467, Loss: 0.5364 Epoch 4 Batch 212/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6449, Loss: 0.4982 Epoch 4 Batch 213/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6438, Loss: 0.4980 Epoch 4 Batch 214/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6399, Loss: 0.5304 Epoch 4 Batch 215/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6435, Loss: 0.5478 Epoch 4 Batch 216/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6431, Loss: 0.5426 Epoch 4 Batch 217/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6484, Loss: 0.5212 Epoch 4 Batch 218/1077 - Train Accuracy: 0.6197, Validation Accuracy: 0.6562, Loss: 0.5703 Epoch 4 Batch 219/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6555, Loss: 0.5137 Epoch 4 Batch 220/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6594, Loss: 0.5464 Epoch 4 Batch 221/1077 - Train Accuracy: 0.6826, Validation Accuracy: 0.6658, Loss: 0.5453 Epoch 4 Batch 222/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6680, Loss: 0.5488 Epoch 4 Batch 223/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6612, Loss: 0.5145 Epoch 4 Batch 224/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6584, Loss: 0.5269 Epoch 4 Batch 225/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6509, Loss: 0.5368 Epoch 4 Batch 226/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6435, Loss: 0.5258 Epoch 4 Batch 227/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.6438, Loss: 0.5713 Epoch 4 Batch 228/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.6456, Loss: 0.5100 Epoch 4 Batch 229/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6470, Loss: 0.5175 Epoch 4 Batch 230/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6506, Loss: 0.5162 Epoch 4 Batch 231/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6534, Loss: 0.5528 Epoch 4 Batch 232/1077 - Train Accuracy: 0.6377, Validation Accuracy: 0.6548, Loss: 0.5630 Epoch 4 Batch 233/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6580, Loss: 0.5457 Epoch 4 Batch 234/1077 - Train Accuracy: 0.6585, Validation Accuracy: 0.6516, Loss: 0.5272 Epoch 4 Batch 235/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6509, Loss: 0.4926 Epoch 4 Batch 236/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6527, Loss: 0.5508 Epoch 4 Batch 237/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6499, Loss: 0.4994 Epoch 4 Batch 238/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6527, Loss: 0.5131 Epoch 4 Batch 239/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6566, Loss: 0.4964 Epoch 4 Batch 240/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6566, Loss: 0.5133 Epoch 4 Batch 241/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6573, Loss: 0.4950 Epoch 4 Batch 242/1077 - Train Accuracy: 0.6199, Validation Accuracy: 0.6594, Loss: 0.5231 Epoch 4 Batch 243/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6594, Loss: 0.5634 Epoch 4 Batch 244/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6577, Loss: 0.5011 Epoch 4 Batch 245/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6538, Loss: 0.4995 Epoch 4 Batch 246/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6481, Loss: 0.5287 Epoch 4 Batch 247/1077 - Train Accuracy: 0.6752, Validation Accuracy: 0.6495, Loss: 0.5020 Epoch 4 Batch 248/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6463, Loss: 0.5023 Epoch 4 Batch 249/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6499, Loss: 0.5071 Epoch 4 Batch 250/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6513, Loss: 0.5057 Epoch 4 Batch 251/1077 - Train Accuracy: 0.6321, Validation Accuracy: 0.6520, Loss: 0.5367 Epoch 4 Batch 252/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6516, Loss: 0.5148 Epoch 4 Batch 253/1077 - Train Accuracy: 0.6726, Validation Accuracy: 0.6509, Loss: 0.4923 Epoch 4 Batch 254/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6495, Loss: 0.5283 Epoch 4 Batch 255/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6534, Loss: 0.5204 Epoch 4 Batch 256/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6538, Loss: 0.5728 Epoch 4 Batch 257/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6520, Loss: 0.5149 Epoch 4 Batch 258/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6509, Loss: 0.5034 Epoch 4 Batch 259/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6545, Loss: 0.5336 Epoch 4 Batch 260/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6577, Loss: 0.4987 Epoch 4 Batch 261/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6584, Loss: 0.5177 Epoch 4 Batch 262/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6630, Loss: 0.5221 Epoch 4 Batch 263/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6626, Loss: 0.5160 Epoch 4 Batch 264/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6641, Loss: 0.5487 Epoch 4 Batch 265/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6538, Loss: 0.5392 Epoch 4 Batch 266/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6513, Loss: 0.5155 Epoch 4 Batch 267/1077 - Train Accuracy: 0.6268, Validation Accuracy: 0.6591, Loss: 0.5009 Epoch 4 Batch 268/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6587, Loss: 0.5406 Epoch 4 Batch 269/1077 - Train Accuracy: 0.6201, Validation Accuracy: 0.6559, Loss: 0.5578 Epoch 4 Batch 270/1077 - Train Accuracy: 0.5914, Validation Accuracy: 0.6566, Loss: 0.5509 Epoch 4 Batch 271/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6566, Loss: 0.5065 Epoch 4 Batch 272/1077 - Train Accuracy: 0.6231, Validation Accuracy: 0.6527, Loss: 0.5593 Epoch 4 Batch 273/1077 - Train Accuracy: 0.6481, Validation Accuracy: 0.6502, Loss: 0.5157 Epoch 4 Batch 274/1077 - Train Accuracy: 0.6618, Validation Accuracy: 0.6602, Loss: 0.5138 Epoch 4 Batch 275/1077 - Train Accuracy: 0.6190, Validation Accuracy: 0.6591, Loss: 0.4996 Epoch 4 Batch 276/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6541, Loss: 0.5547 Epoch 4 Batch 277/1077 - Train Accuracy: 0.6343, Validation Accuracy: 0.6488, Loss: 0.4930 Epoch 4 Batch 278/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6445, Loss: 0.5569 Epoch 4 Batch 279/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6506, Loss: 0.5866 Epoch 4 Batch 280/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6499, Loss: 0.5358 Epoch 4 Batch 281/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6573, Loss: 0.5451 Epoch 4 Batch 282/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6634, Loss: 0.5606 Epoch 4 Batch 283/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6697, Loss: 0.5255 Epoch 4 Batch 284/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6665, Loss: 0.5564 Epoch 4 Batch 285/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6697, Loss: 0.5127 Epoch 4 Batch 286/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6626, Loss: 0.5052 Epoch 4 Batch 287/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6527, Loss: 0.5188 Epoch 4 Batch 288/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6552, Loss: 0.5629 Epoch 4 Batch 289/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6488, Loss: 0.5334 Epoch 4 Batch 290/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6449, Loss: 0.5490 Epoch 4 Batch 291/1077 - Train Accuracy: 0.6272, Validation Accuracy: 0.6520, Loss: 0.5401 Epoch 4 Batch 292/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6506, Loss: 0.5123 Epoch 4 Batch 293/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6499, Loss: 0.5617 Epoch 4 Batch 294/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6438, Loss: 0.5026 Epoch 4 Batch 295/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6445, Loss: 0.5494 Epoch 4 Batch 296/1077 - Train Accuracy: 0.6421, Validation Accuracy: 0.6470, Loss: 0.4922 Epoch 4 Batch 297/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6545, Loss: 0.5577 Epoch 4 Batch 298/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6538, Loss: 0.5608 Epoch 4 Batch 299/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6598, Loss: 0.5085 Epoch 4 Batch 300/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.6634, Loss: 0.5353 Epoch 4 Batch 301/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6623, Loss: 0.5265 Epoch 4 Batch 302/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6641, Loss: 0.5208 Epoch 4 Batch 303/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6591, Loss: 0.5489 Epoch 4 Batch 304/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.6516, Loss: 0.4986 Epoch 4 Batch 305/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6495, Loss: 0.5155 Epoch 4 Batch 306/1077 - Train Accuracy: 0.6518, Validation Accuracy: 0.6452, Loss: 0.5166 Epoch 4 Batch 307/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6420, Loss: 0.5198 Epoch 4 Batch 308/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6495, Loss: 0.5565 Epoch 4 Batch 309/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6488, Loss: 0.4954 Epoch 4 Batch 310/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6491, Loss: 0.5447 Epoch 4 Batch 311/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6445, Loss: 0.5099 Epoch 4 Batch 312/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6424, Loss: 0.5612 Epoch 4 Batch 313/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6499, Loss: 0.5072 Epoch 4 Batch 314/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6456, Loss: 0.5208 Epoch 4 Batch 315/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6445, Loss: 0.4980 Epoch 4 Batch 316/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6438, Loss: 0.4981 Epoch 4 Batch 317/1077 - Train Accuracy: 0.6538, Validation Accuracy: 0.6445, Loss: 0.5573 Epoch 4 Batch 318/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6481, Loss: 0.5468 Epoch 4 Batch 319/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6491, Loss: 0.5239 Epoch 4 Batch 320/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6562, Loss: 0.5359 Epoch 4 Batch 321/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6541, Loss: 0.5271 Epoch 4 Batch 322/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6545, Loss: 0.5094 Epoch 4 Batch 323/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6562, Loss: 0.5248 Epoch 4 Batch 324/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6577, Loss: 0.5324 Epoch 4 Batch 325/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.6570, Loss: 0.4938 Epoch 4 Batch 326/1077 - Train Accuracy: 0.6626, Validation Accuracy: 0.6531, Loss: 0.5047 Epoch 4 Batch 327/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6527, Loss: 0.5436 Epoch 4 Batch 328/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6488, Loss: 0.5222 Epoch 4 Batch 329/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6502, Loss: 0.5453 Epoch 4 Batch 330/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6516, Loss: 0.5162 Epoch 4 Batch 331/1077 - Train Accuracy: 0.6583, Validation Accuracy: 0.6548, Loss: 0.5364 Epoch 4 Batch 332/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6520, Loss: 0.4821 Epoch 4 Batch 333/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6481, Loss: 0.5333 Epoch 4 Batch 334/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6467, Loss: 0.5154 Epoch 4 Batch 335/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6516, Loss: 0.4957 Epoch 4 Batch 336/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6520, Loss: 0.5376 Epoch 4 Batch 337/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6534, Loss: 0.5550 Epoch 4 Batch 338/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6506, Loss: 0.5516 Epoch 4 Batch 339/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6484, Loss: 0.5115 Epoch 4 Batch 340/1077 - Train Accuracy: 0.6229, Validation Accuracy: 0.6474, Loss: 0.5293 Epoch 4 Batch 341/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6477, Loss: 0.5626 Epoch 4 Batch 342/1077 - Train Accuracy: 0.6440, Validation Accuracy: 0.6470, Loss: 0.5071 Epoch 4 Batch 343/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6509, Loss: 0.5432 Epoch 4 Batch 344/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6555, Loss: 0.5218 Epoch 4 Batch 345/1077 - Train Accuracy: 0.6503, Validation Accuracy: 0.6527, Loss: 0.5098 Epoch 4 Batch 346/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6523, Loss: 0.5290 Epoch 4 Batch 347/1077 - Train Accuracy: 0.6417, Validation Accuracy: 0.6502, Loss: 0.4874 Epoch 4 Batch 348/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6520, Loss: 0.5153 Epoch 4 Batch 349/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6609, Loss: 0.5232 Epoch 4 Batch 350/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6655, Loss: 0.5310 Epoch 4 Batch 351/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6676, Loss: 0.5506 Epoch 4 Batch 352/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6658, Loss: 0.5309 Epoch 4 Batch 353/1077 - Train Accuracy: 0.6521, Validation Accuracy: 0.6573, Loss: 0.5600 Epoch 4 Batch 354/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6531, Loss: 0.5502 Epoch 4 Batch 355/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6520, Loss: 0.5170 Epoch 4 Batch 356/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6495, Loss: 0.5175 Epoch 4 Batch 357/1077 - Train Accuracy: 0.6536, Validation Accuracy: 0.6396, Loss: 0.4944 Epoch 4 Batch 358/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6424, Loss: 0.5548 Epoch 4 Batch 359/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6520, Loss: 0.5340 Epoch 4 Batch 360/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6573, Loss: 0.5300 Epoch 4 Batch 361/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6577, Loss: 0.5473 Epoch 4 Batch 362/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6612, Loss: 0.5075 Epoch 4 Batch 363/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6634, Loss: 0.5422 Epoch 4 Batch 364/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6548, Loss: 0.5449 Epoch 4 Batch 365/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6623, Loss: 0.5228 Epoch 4 Batch 366/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6602, Loss: 0.5448 Epoch 4 Batch 367/1077 - Train Accuracy: 0.6853, Validation Accuracy: 0.6602, Loss: 0.4593 Epoch 4 Batch 368/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6598, Loss: 0.5263 Epoch 4 Batch 369/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6573, Loss: 0.5099 Epoch 4 Batch 370/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6555, Loss: 0.5122 Epoch 4 Batch 371/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6502, Loss: 0.5169 Epoch 4 Batch 372/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6477, Loss: 0.5148 Epoch 4 Batch 373/1077 - Train Accuracy: 0.6827, Validation Accuracy: 0.6456, Loss: 0.4884 Epoch 4 Batch 374/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6463, Loss: 0.5556 Epoch 4 Batch 375/1077 - Train Accuracy: 0.6818, Validation Accuracy: 0.6488, Loss: 0.4822 Epoch 4 Batch 376/1077 - Train Accuracy: 0.6665, Validation Accuracy: 0.6491, Loss: 0.4930 Epoch 4 Batch 377/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6506, Loss: 0.5402 Epoch 4 Batch 378/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6488, Loss: 0.5002 Epoch 4 Batch 379/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6484, Loss: 0.5256 Epoch 4 Batch 380/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6491, Loss: 0.5130 Epoch 4 Batch 381/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6502, Loss: 0.5328 Epoch 4 Batch 382/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6502, Loss: 0.5323 Epoch 4 Batch 383/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6527, Loss: 0.5077 Epoch 4 Batch 384/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6580, Loss: 0.5060 Epoch 4 Batch 385/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6555, Loss: 0.5337 Epoch 4 Batch 386/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6484, Loss: 0.5135 Epoch 4 Batch 387/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6562, Loss: 0.4966 Epoch 4 Batch 388/1077 - Train Accuracy: 0.6451, Validation Accuracy: 0.6527, Loss: 0.5306 Epoch 4 Batch 389/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6516, Loss: 0.5165 Epoch 4 Batch 390/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6570, Loss: 0.5479 Epoch 4 Batch 391/1077 - Train Accuracy: 0.6644, Validation Accuracy: 0.6577, Loss: 0.5116 Epoch 4 Batch 392/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6605, Loss: 0.5004 Epoch 4 Batch 393/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6644, Loss: 0.4952 Epoch 4 Batch 394/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6612, Loss: 0.5379 Epoch 4 Batch 395/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6545, Loss: 0.4926 Epoch 4 Batch 396/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6555, Loss: 0.5375 Epoch 4 Batch 397/1077 - Train Accuracy: 0.6834, Validation Accuracy: 0.6623, Loss: 0.5196 Epoch 4 Batch 398/1077 - Train Accuracy: 0.6345, Validation Accuracy: 0.6637, Loss: 0.5390 Epoch 4 Batch 399/1077 - Train Accuracy: 0.6143, Validation Accuracy: 0.6665, Loss: 0.5435 Epoch 4 Batch 400/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6591, Loss: 0.5305 Epoch 4 Batch 401/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6552, Loss: 0.5135 Epoch 4 Batch 402/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6562, Loss: 0.4906 Epoch 4 Batch 403/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6548, Loss: 0.5265 Epoch 4 Batch 404/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6477, Loss: 0.4949 Epoch 4 Batch 405/1077 - Train Accuracy: 0.6826, Validation Accuracy: 0.6484, Loss: 0.5545 Epoch 4 Batch 406/1077 - Train Accuracy: 0.7052, Validation Accuracy: 0.6552, Loss: 0.5016 Epoch 4 Batch 407/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6559, Loss: 0.5355 Epoch 4 Batch 408/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6555, Loss: 0.5259 Epoch 4 Batch 409/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6566, Loss: 0.5409 Epoch 4 Batch 410/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6623, Loss: 0.5328 Epoch 4 Batch 411/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6573, Loss: 0.4972 Epoch 4 Batch 412/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6559, Loss: 0.5153 Epoch 4 Batch 413/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6552, Loss: 0.5193 Epoch 4 Batch 414/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6513, Loss: 0.5585 Epoch 4 Batch 415/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6559, Loss: 0.4877 Epoch 4 Batch 416/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6612, Loss: 0.5203 Epoch 4 Batch 417/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6591, Loss: 0.5258 Epoch 4 Batch 418/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6555, Loss: 0.5176 Epoch 4 Batch 419/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6527, Loss: 0.5242 Epoch 4 Batch 420/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6541, Loss: 0.5032 Epoch 4 Batch 421/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6598, Loss: 0.5236 Epoch 4 Batch 422/1077 - Train Accuracy: 0.6533, Validation Accuracy: 0.6541, Loss: 0.5074 Epoch 4 Batch 423/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6562, Loss: 0.5256 Epoch 4 Batch 424/1077 - Train Accuracy: 0.5980, Validation Accuracy: 0.6555, Loss: 0.5407 Epoch 4 Batch 425/1077 - Train Accuracy: 0.6596, Validation Accuracy: 0.6548, Loss: 0.5140 Epoch 4 Batch 426/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6513, Loss: 0.5305 Epoch 4 Batch 427/1077 - Train Accuracy: 0.6045, Validation Accuracy: 0.6545, Loss: 0.5164 Epoch 4 Batch 428/1077 - Train Accuracy: 0.6782, Validation Accuracy: 0.6562, Loss: 0.4840 Epoch 4 Batch 429/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6673, Loss: 0.5072 Epoch 4 Batch 430/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6690, Loss: 0.5163 Epoch 4 Batch 431/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6694, Loss: 0.5283 Epoch 4 Batch 432/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6715, Loss: 0.5037 Epoch 4 Batch 433/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6715, Loss: 0.5318 Epoch 4 Batch 434/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6708, Loss: 0.5457 Epoch 4 Batch 435/1077 - Train Accuracy: 0.6612, Validation Accuracy: 0.6669, Loss: 0.5413 Epoch 4 Batch 436/1077 - Train Accuracy: 0.6507, Validation Accuracy: 0.6634, Loss: 0.5075 Epoch 4 Batch 437/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6609, Loss: 0.5422 Epoch 4 Batch 438/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6609, Loss: 0.5221 Epoch 4 Batch 439/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6602, Loss: 0.5346 Epoch 4 Batch 440/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6623, Loss: 0.5383 Epoch 4 Batch 441/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6626, Loss: 0.5036 Epoch 4 Batch 442/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6594, Loss: 0.5028 Epoch 4 Batch 443/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6598, Loss: 0.5037 Epoch 4 Batch 444/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6609, Loss: 0.5188 Epoch 4 Batch 445/1077 - Train Accuracy: 0.6201, Validation Accuracy: 0.6580, Loss: 0.5361 Epoch 4 Batch 446/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6570, Loss: 0.4889 Epoch 4 Batch 447/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6523, Loss: 0.5278 Epoch 4 Batch 448/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6506, Loss: 0.5217 Epoch 4 Batch 449/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6467, Loss: 0.5452 Epoch 4 Batch 450/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6481, Loss: 0.4967 Epoch 4 Batch 451/1077 - Train Accuracy: 0.6838, Validation Accuracy: 0.6534, Loss: 0.4873 Epoch 4 Batch 452/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6584, Loss: 0.5301 Epoch 4 Batch 453/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6594, Loss: 0.4964 Epoch 4 Batch 454/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6545, Loss: 0.5469 Epoch 4 Batch 455/1077 - Train Accuracy: 0.6587, Validation Accuracy: 0.6573, Loss: 0.4985 Epoch 4 Batch 456/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6548, Loss: 0.5190 Epoch 4 Batch 457/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6559, Loss: 0.4952 Epoch 4 Batch 458/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6531, Loss: 0.5281 Epoch 4 Batch 459/1077 - Train Accuracy: 0.6689, Validation Accuracy: 0.6520, Loss: 0.4924 Epoch 4 Batch 460/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6538, Loss: 0.5317 Epoch 4 Batch 461/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6584, Loss: 0.5180 Epoch 4 Batch 462/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6577, Loss: 0.5117 Epoch 4 Batch 463/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6609, Loss: 0.5315 Epoch 4 Batch 464/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6626, Loss: 0.5081 Epoch 4 Batch 465/1077 - Train Accuracy: 0.6451, Validation Accuracy: 0.6623, Loss: 0.5791 Epoch 4 Batch 466/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6598, Loss: 0.5185 Epoch 4 Batch 467/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.6580, Loss: 0.4904 Epoch 4 Batch 468/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6545, Loss: 0.5178 Epoch 4 Batch 469/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6484, Loss: 0.5492 Epoch 4 Batch 470/1077 - Train Accuracy: 0.6279, Validation Accuracy: 0.6470, Loss: 0.5446 Epoch 4 Batch 471/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6516, Loss: 0.5131 Epoch 4 Batch 472/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6594, Loss: 0.4853 Epoch 4 Batch 473/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6591, Loss: 0.5288 Epoch 4 Batch 474/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6591, Loss: 0.5390 Epoch 4 Batch 475/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6587, Loss: 0.5097 Epoch 4 Batch 476/1077 - Train Accuracy: 0.6390, Validation Accuracy: 0.6577, Loss: 0.5115 Epoch 4 Batch 477/1077 - Train Accuracy: 0.7240, Validation Accuracy: 0.6577, Loss: 0.4872 Epoch 4 Batch 478/1077 - Train Accuracy: 0.6583, Validation Accuracy: 0.6616, Loss: 0.5582 Epoch 4 Batch 479/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6499, Loss: 0.5330 Epoch 4 Batch 480/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6531, Loss: 0.5242 Epoch 4 Batch 481/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6591, Loss: 0.5150 Epoch 4 Batch 482/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6594, Loss: 0.5474 Epoch 4 Batch 483/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6598, Loss: 0.5353 Epoch 4 Batch 484/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6634, Loss: 0.5081 Epoch 4 Batch 485/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6630, Loss: 0.5330 Epoch 4 Batch 486/1077 - Train Accuracy: 0.6279, Validation Accuracy: 0.6626, Loss: 0.5221 Epoch 4 Batch 487/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6676, Loss: 0.5436 Epoch 4 Batch 488/1077 - Train Accuracy: 0.6299, Validation Accuracy: 0.6690, Loss: 0.5257 Epoch 4 Batch 489/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6680, Loss: 0.4928 Epoch 4 Batch 490/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6687, Loss: 0.5359 Epoch 4 Batch 491/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6690, Loss: 0.5065 Epoch 4 Batch 492/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6719, Loss: 0.5385 Epoch 4 Batch 493/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6708, Loss: 0.4741 Epoch 4 Batch 494/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6772, Loss: 0.4972 Epoch 4 Batch 495/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6726, Loss: 0.4997 Epoch 4 Batch 496/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6694, Loss: 0.5267 Epoch 4 Batch 497/1077 - Train Accuracy: 0.6225, Validation Accuracy: 0.6669, Loss: 0.5702 Epoch 4 Batch 498/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6648, Loss: 0.5027 Epoch 4 Batch 499/1077 - Train Accuracy: 0.6272, Validation Accuracy: 0.6669, Loss: 0.5046 Epoch 4 Batch 500/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6722, Loss: 0.5055 Epoch 4 Batch 501/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6768, Loss: 0.5071 Epoch 4 Batch 502/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6800, Loss: 0.5106 Epoch 4 Batch 503/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6797, Loss: 0.5156 Epoch 4 Batch 504/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6761, Loss: 0.5245 Epoch 4 Batch 505/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.6722, Loss: 0.4695 Epoch 4 Batch 506/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6705, Loss: 0.5269 Epoch 4 Batch 507/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6712, Loss: 0.5110 Epoch 4 Batch 508/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6705, Loss: 0.5022 Epoch 4 Batch 509/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6758, Loss: 0.5305 Epoch 4 Batch 510/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6768, Loss: 0.4982 Epoch 4 Batch 511/1077 - Train Accuracy: 0.6201, Validation Accuracy: 0.6772, Loss: 0.5207 Epoch 4 Batch 512/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6740, Loss: 0.5026 Epoch 4 Batch 513/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6751, Loss: 0.5224 Epoch 4 Batch 514/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6715, Loss: 0.5215 Epoch 4 Batch 515/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6772, Loss: 0.5509 Epoch 4 Batch 516/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6822, Loss: 0.4712 Epoch 4 Batch 517/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6768, Loss: 0.5096 Epoch 4 Batch 518/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6737, Loss: 0.5074 Epoch 4 Batch 519/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6722, Loss: 0.5085 Epoch 4 Batch 520/1077 - Train Accuracy: 0.6756, Validation Accuracy: 0.6648, Loss: 0.4747 Epoch 4 Batch 521/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6616, Loss: 0.4920 Epoch 4 Batch 522/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6598, Loss: 0.5406 Epoch 4 Batch 523/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6584, Loss: 0.5255 Epoch 4 Batch 524/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6602, Loss: 0.5343 Epoch 4 Batch 525/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6626, Loss: 0.5032 Epoch 4 Batch 526/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6683, Loss: 0.5107 Epoch 4 Batch 527/1077 - Train Accuracy: 0.6361, Validation Accuracy: 0.6687, Loss: 0.5248 Epoch 4 Batch 528/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6701, Loss: 0.5038 Epoch 4 Batch 529/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6648, Loss: 0.5007 Epoch 4 Batch 530/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6658, Loss: 0.5315 Epoch 4 Batch 531/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6683, Loss: 0.5132 Epoch 4 Batch 532/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6616, Loss: 0.5528 Epoch 4 Batch 533/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6609, Loss: 0.5332 Epoch 4 Batch 534/1077 - Train Accuracy: 0.6689, Validation Accuracy: 0.6619, Loss: 0.5071 Epoch 4 Batch 535/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6644, Loss: 0.5175 Epoch 4 Batch 536/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6644, Loss: 0.4969 Epoch 4 Batch 537/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6612, Loss: 0.5226 Epoch 4 Batch 538/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6570, Loss: 0.4872 Epoch 4 Batch 539/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6559, Loss: 0.5206 Epoch 4 Batch 540/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6594, Loss: 0.4813 Epoch 4 Batch 541/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6655, Loss: 0.5206 Epoch 4 Batch 542/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6651, Loss: 0.5131 Epoch 4 Batch 543/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6609, Loss: 0.5241 Epoch 4 Batch 544/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6644, Loss: 0.5230 Epoch 4 Batch 545/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6669, Loss: 0.5454 Epoch 4 Batch 546/1077 - Train Accuracy: 0.6215, Validation Accuracy: 0.6655, Loss: 0.5322 Epoch 4 Batch 547/1077 - Train Accuracy: 0.6855, Validation Accuracy: 0.6697, Loss: 0.5006 Epoch 4 Batch 548/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6662, Loss: 0.5214 Epoch 4 Batch 549/1077 - Train Accuracy: 0.6215, Validation Accuracy: 0.6808, Loss: 0.5388 Epoch 4 Batch 550/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6740, Loss: 0.5430 Epoch 4 Batch 551/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6793, Loss: 0.5287 Epoch 4 Batch 552/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6804, Loss: 0.5277 Epoch 4 Batch 553/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6761, Loss: 0.5015 Epoch 4 Batch 554/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6619, Loss: 0.5223 Epoch 4 Batch 555/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6676, Loss: 0.5135 Epoch 4 Batch 556/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6559, Loss: 0.4947 Epoch 4 Batch 557/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6573, Loss: 0.5200 Epoch 4 Batch 558/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6591, Loss: 0.5064 Epoch 4 Batch 559/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6722, Loss: 0.5086 Epoch 4 Batch 560/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6747, Loss: 0.4922 Epoch 4 Batch 561/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6712, Loss: 0.4955 Epoch 4 Batch 562/1077 - Train Accuracy: 0.6849, Validation Accuracy: 0.6694, Loss: 0.4779 Epoch 4 Batch 563/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6644, Loss: 0.5316 Epoch 4 Batch 564/1077 - Train Accuracy: 0.6661, Validation Accuracy: 0.6626, Loss: 0.5454 Epoch 4 Batch 565/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6594, Loss: 0.5044 Epoch 4 Batch 566/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6598, Loss: 0.5346 Epoch 4 Batch 567/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6665, Loss: 0.5111 Epoch 4 Batch 568/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6651, Loss: 0.5011 Epoch 4 Batch 569/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6602, Loss: 0.5064 Epoch 4 Batch 570/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6612, Loss: 0.5366 Epoch 4 Batch 571/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6676, Loss: 0.4825 Epoch 4 Batch 572/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6658, Loss: 0.4739 Epoch 4 Batch 573/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6665, Loss: 0.5185 Epoch 4 Batch 574/1077 - Train Accuracy: 0.6394, Validation Accuracy: 0.6701, Loss: 0.5215 Epoch 4 Batch 575/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6715, Loss: 0.5055 Epoch 4 Batch 576/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6669, Loss: 0.5313 Epoch 4 Batch 577/1077 - Train Accuracy: 0.6197, Validation Accuracy: 0.6630, Loss: 0.5284 Epoch 4 Batch 578/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6605, Loss: 0.5235 Epoch 4 Batch 579/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6680, Loss: 0.5021 Epoch 4 Batch 580/1077 - Train Accuracy: 0.7013, Validation Accuracy: 0.6683, Loss: 0.4651 Epoch 4 Batch 581/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6676, Loss: 0.4991 Epoch 4 Batch 582/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6747, Loss: 0.4980 Epoch 4 Batch 583/1077 - Train Accuracy: 0.6698, Validation Accuracy: 0.6793, Loss: 0.5322 Epoch 4 Batch 584/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6751, Loss: 0.5052 Epoch 4 Batch 585/1077 - Train Accuracy: 0.6812, Validation Accuracy: 0.6708, Loss: 0.4811 Epoch 4 Batch 586/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6562, Loss: 0.5375 Epoch 4 Batch 587/1077 - Train Accuracy: 0.6603, Validation Accuracy: 0.6541, Loss: 0.4834 Epoch 4 Batch 588/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6545, Loss: 0.5078 Epoch 4 Batch 589/1077 - Train Accuracy: 0.6365, Validation Accuracy: 0.6594, Loss: 0.5209 Epoch 4 Batch 590/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6680, Loss: 0.5326 Epoch 4 Batch 591/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6729, Loss: 0.4641 Epoch 4 Batch 592/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6740, Loss: 0.5126 Epoch 4 Batch 593/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6729, Loss: 0.4974 Epoch 4 Batch 594/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6715, Loss: 0.5224 Epoch 4 Batch 595/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6701, Loss: 0.5209 Epoch 4 Batch 596/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6676, Loss: 0.5241 Epoch 4 Batch 597/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6701, Loss: 0.5139 Epoch 4 Batch 598/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6690, Loss: 0.4865 Epoch 4 Batch 599/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6712, Loss: 0.5499 Epoch 4 Batch 600/1077 - Train Accuracy: 0.6935, Validation Accuracy: 0.6740, Loss: 0.4721 Epoch 4 Batch 601/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6747, Loss: 0.4956 Epoch 4 Batch 602/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6740, Loss: 0.5044 Epoch 4 Batch 603/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6712, Loss: 0.5038 Epoch 4 Batch 604/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6719, Loss: 0.5220 Epoch 4 Batch 605/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6701, Loss: 0.5249 Epoch 4 Batch 606/1077 - Train Accuracy: 0.6827, Validation Accuracy: 0.6744, Loss: 0.4796 Epoch 4 Batch 607/1077 - Train Accuracy: 0.7255, Validation Accuracy: 0.6808, Loss: 0.4742 Epoch 4 Batch 608/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6843, Loss: 0.5299 Epoch 4 Batch 609/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6779, Loss: 0.5173 Epoch 4 Batch 610/1077 - Train Accuracy: 0.6456, Validation Accuracy: 0.6761, Loss: 0.5224 Epoch 4 Batch 611/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6665, Loss: 0.5237 Epoch 4 Batch 612/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6737, Loss: 0.4820 Epoch 4 Batch 613/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6662, Loss: 0.5220 Epoch 4 Batch 614/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6687, Loss: 0.4868 Epoch 4 Batch 615/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6697, Loss: 0.5016 Epoch 4 Batch 616/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6683, Loss: 0.5351 Epoch 4 Batch 617/1077 - Train Accuracy: 0.6518, Validation Accuracy: 0.6680, Loss: 0.4977 Epoch 4 Batch 618/1077 - Train Accuracy: 0.6453, Validation Accuracy: 0.6726, Loss: 0.5144 Epoch 4 Batch 619/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6740, Loss: 0.5299 Epoch 4 Batch 620/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6754, Loss: 0.5002 Epoch 4 Batch 621/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6783, Loss: 0.4959 Epoch 4 Batch 622/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6729, Loss: 0.5393 Epoch 4 Batch 623/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6790, Loss: 0.5350 Epoch 4 Batch 624/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.6808, Loss: 0.4828 Epoch 4 Batch 625/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.6804, Loss: 0.5064 Epoch 4 Batch 626/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6804, Loss: 0.4589 Epoch 4 Batch 627/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6729, Loss: 0.5120 Epoch 4 Batch 628/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6644, Loss: 0.5181 Epoch 4 Batch 629/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6619, Loss: 0.5177 Epoch 4 Batch 630/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6637, Loss: 0.5090 Epoch 4 Batch 631/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6673, Loss: 0.4798 Epoch 4 Batch 632/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6733, Loss: 0.5250 Epoch 4 Batch 633/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6779, Loss: 0.4986 Epoch 4 Batch 634/1077 - Train Accuracy: 0.6581, Validation Accuracy: 0.6761, Loss: 0.4847 Epoch 4 Batch 635/1077 - Train Accuracy: 0.6476, Validation Accuracy: 0.6918, Loss: 0.5407 Epoch 4 Batch 636/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6875, Loss: 0.5013 Epoch 4 Batch 637/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6839, Loss: 0.5241 Epoch 4 Batch 638/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6839, Loss: 0.4931 Epoch 4 Batch 639/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6836, Loss: 0.5032 Epoch 4 Batch 640/1077 - Train Accuracy: 0.6436, Validation Accuracy: 0.6907, Loss: 0.4977 Epoch 4 Batch 641/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6776, Loss: 0.4974 Epoch 4 Batch 642/1077 - Train Accuracy: 0.6581, Validation Accuracy: 0.6783, Loss: 0.5021 Epoch 4 Batch 643/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.6779, Loss: 0.4796 Epoch 4 Batch 644/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6868, Loss: 0.4961 Epoch 4 Batch 645/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6879, Loss: 0.4798 Epoch 4 Batch 646/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6857, Loss: 0.4942 Epoch 4 Batch 647/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6896, Loss: 0.5070 Epoch 4 Batch 648/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6907, Loss: 0.4876 Epoch 4 Batch 649/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6882, Loss: 0.5219 Epoch 4 Batch 650/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6861, Loss: 0.5188 Epoch 4 Batch 651/1077 - Train Accuracy: 0.6763, Validation Accuracy: 0.6808, Loss: 0.4980 Epoch 4 Batch 652/1077 - Train Accuracy: 0.6632, Validation Accuracy: 0.6839, Loss: 0.5260 Epoch 4 Batch 653/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6896, Loss: 0.5166 Epoch 4 Batch 654/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6818, Loss: 0.4952 Epoch 4 Batch 655/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6804, Loss: 0.5183 Epoch 4 Batch 656/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6818, Loss: 0.5129 Epoch 4 Batch 657/1077 - Train Accuracy: 0.6649, Validation Accuracy: 0.6797, Loss: 0.5304 Epoch 4 Batch 658/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6697, Loss: 0.4857 Epoch 4 Batch 659/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6722, Loss: 0.4828 Epoch 4 Batch 660/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6822, Loss: 0.5237 Epoch 4 Batch 661/1077 - Train Accuracy: 0.6975, Validation Accuracy: 0.6808, Loss: 0.4691 Epoch 4 Batch 662/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6861, Loss: 0.4863 Epoch 4 Batch 663/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6800, Loss: 0.4872 Epoch 4 Batch 664/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6680, Loss: 0.4996 Epoch 4 Batch 665/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6722, Loss: 0.5205 Epoch 4 Batch 666/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6697, Loss: 0.5298 Epoch 4 Batch 667/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6793, Loss: 0.5350 Epoch 4 Batch 668/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6793, Loss: 0.4930 Epoch 4 Batch 669/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6793, Loss: 0.4918 Epoch 4 Batch 670/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6800, Loss: 0.4744 Epoch 4 Batch 671/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6871, Loss: 0.5447 Epoch 4 Batch 672/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6786, Loss: 0.5000 Epoch 4 Batch 673/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6857, Loss: 0.4748 Epoch 4 Batch 674/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6804, Loss: 0.5069 Epoch 4 Batch 675/1077 - Train Accuracy: 0.6507, Validation Accuracy: 0.6808, Loss: 0.4902 Epoch 4 Batch 676/1077 - Train Accuracy: 0.6624, Validation Accuracy: 0.6879, Loss: 0.5190 Epoch 4 Batch 677/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6896, Loss: 0.5286 Epoch 4 Batch 678/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6825, Loss: 0.4850 Epoch 4 Batch 679/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6751, Loss: 0.5255 Epoch 4 Batch 680/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6697, Loss: 0.4974 Epoch 4 Batch 681/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6708, Loss: 0.5170 Epoch 4 Batch 682/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6765, Loss: 0.5217 Epoch 4 Batch 683/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6761, Loss: 0.5086 Epoch 4 Batch 684/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6772, Loss: 0.4938 Epoch 4 Batch 685/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6740, Loss: 0.5079 Epoch 4 Batch 686/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6779, Loss: 0.4803 Epoch 4 Batch 687/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6800, Loss: 0.5246 Epoch 4 Batch 688/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6857, Loss: 0.5014 Epoch 4 Batch 689/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6886, Loss: 0.5001 Epoch 4 Batch 690/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6857, Loss: 0.4988 Epoch 4 Batch 691/1077 - Train Accuracy: 0.6571, Validation Accuracy: 0.6790, Loss: 0.5571 Epoch 4 Batch 692/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6779, Loss: 0.4719 Epoch 4 Batch 693/1077 - Train Accuracy: 0.5975, Validation Accuracy: 0.6715, Loss: 0.5766 Epoch 4 Batch 694/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6768, Loss: 0.4701 Epoch 4 Batch 695/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6839, Loss: 0.4894 Epoch 4 Batch 696/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6811, Loss: 0.5302 Epoch 4 Batch 697/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6804, Loss: 0.4853 Epoch 4 Batch 698/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6829, Loss: 0.4798 Epoch 4 Batch 699/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6864, Loss: 0.5240 Epoch 4 Batch 700/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6886, Loss: 0.4961 Epoch 4 Batch 701/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6882, Loss: 0.5178 Epoch 4 Batch 702/1077 - Train Accuracy: 0.6600, Validation Accuracy: 0.6811, Loss: 0.4947 Epoch 4 Batch 703/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6804, Loss: 0.5242 Epoch 4 Batch 704/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6832, Loss: 0.5169 Epoch 4 Batch 705/1077 - Train Accuracy: 0.6817, Validation Accuracy: 0.6800, Loss: 0.5583 Epoch 4 Batch 706/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6871, Loss: 0.5028 Epoch 4 Batch 707/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6918, Loss: 0.5072 Epoch 4 Batch 708/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6896, Loss: 0.5100 Epoch 4 Batch 709/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6911, Loss: 0.5234 Epoch 4 Batch 710/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6829, Loss: 0.5108 Epoch 4 Batch 711/1077 - Train Accuracy: 0.6598, Validation Accuracy: 0.6804, Loss: 0.5194 Epoch 4 Batch 712/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6779, Loss: 0.4989 Epoch 4 Batch 713/1077 - Train Accuracy: 0.6765, Validation Accuracy: 0.6758, Loss: 0.4605 Epoch 4 Batch 714/1077 - Train Accuracy: 0.6373, Validation Accuracy: 0.6577, Loss: 0.5475 Epoch 4 Batch 715/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6570, Loss: 0.5326 Epoch 4 Batch 716/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6754, Loss: 0.4937 Epoch 4 Batch 717/1077 - Train Accuracy: 0.6303, Validation Accuracy: 0.6541, Loss: 0.5376 Epoch 4 Batch 718/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6417, Loss: 0.5386 Epoch 4 Batch 719/1077 - Train Accuracy: 0.6310, Validation Accuracy: 0.6456, Loss: 0.5117 Epoch 4 Batch 720/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6665, Loss: 0.5412 Epoch 4 Batch 721/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6715, Loss: 0.5205 Epoch 4 Batch 722/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6779, Loss: 0.5129 Epoch 4 Batch 723/1077 - Train Accuracy: 0.6626, Validation Accuracy: 0.6697, Loss: 0.5060 Epoch 4 Batch 724/1077 - Train Accuracy: 0.6299, Validation Accuracy: 0.6701, Loss: 0.5338 Epoch 4 Batch 725/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6722, Loss: 0.4865 Epoch 4 Batch 726/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6662, Loss: 0.4859 Epoch 4 Batch 727/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6793, Loss: 0.4716 Epoch 4 Batch 728/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6850, Loss: 0.5142 Epoch 4 Batch 729/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6818, Loss: 0.5341 Epoch 4 Batch 730/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6768, Loss: 0.5236 Epoch 4 Batch 731/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6751, Loss: 0.5018 Epoch 4 Batch 732/1077 - Train Accuracy: 0.6517, Validation Accuracy: 0.6722, Loss: 0.5229 Epoch 4 Batch 733/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6651, Loss: 0.5010 Epoch 4 Batch 734/1077 - Train Accuracy: 0.6669, Validation Accuracy: 0.6744, Loss: 0.5348 Epoch 4 Batch 735/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6783, Loss: 0.4927 Epoch 4 Batch 736/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6765, Loss: 0.5131 Epoch 4 Batch 737/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6804, Loss: 0.5411 Epoch 4 Batch 738/1077 - Train Accuracy: 0.6976, Validation Accuracy: 0.6822, Loss: 0.4433 Epoch 4 Batch 739/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6772, Loss: 0.4872 Epoch 4 Batch 740/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6740, Loss: 0.4929 Epoch 4 Batch 741/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6751, Loss: 0.4963 Epoch 4 Batch 742/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6754, Loss: 0.5092 Epoch 4 Batch 743/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6772, Loss: 0.5004 Epoch 4 Batch 744/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6829, Loss: 0.4655 Epoch 4 Batch 745/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6786, Loss: 0.4893 Epoch 4 Batch 746/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6836, Loss: 0.4903 Epoch 4 Batch 747/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6800, Loss: 0.4739 Epoch 4 Batch 748/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6811, Loss: 0.4879 Epoch 4 Batch 749/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6751, Loss: 0.5126 Epoch 4 Batch 750/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6783, Loss: 0.4984 Epoch 4 Batch 751/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6797, Loss: 0.4863 Epoch 4 Batch 752/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6776, Loss: 0.4652 Epoch 4 Batch 753/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6790, Loss: 0.4836 Epoch 4 Batch 754/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6768, Loss: 0.5134 Epoch 4 Batch 755/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6868, Loss: 0.5043 Epoch 4 Batch 756/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6839, Loss: 0.4841 Epoch 4 Batch 757/1077 - Train Accuracy: 0.6604, Validation Accuracy: 0.6871, Loss: 0.5095 Epoch 4 Batch 758/1077 - Train Accuracy: 0.6983, Validation Accuracy: 0.6822, Loss: 0.4625 Epoch 4 Batch 759/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6797, Loss: 0.4565 Epoch 4 Batch 760/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6793, Loss: 0.4972 Epoch 4 Batch 761/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6712, Loss: 0.5160 Epoch 4 Batch 762/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6747, Loss: 0.4814 Epoch 4 Batch 763/1077 - Train Accuracy: 0.6611, Validation Accuracy: 0.6861, Loss: 0.4833 Epoch 4 Batch 764/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6829, Loss: 0.4939 Epoch 4 Batch 765/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6825, Loss: 0.4900 Epoch 4 Batch 766/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6829, Loss: 0.5187 Epoch 4 Batch 767/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6893, Loss: 0.5002 Epoch 4 Batch 768/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6932, Loss: 0.4904 Epoch 4 Batch 769/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6861, Loss: 0.4984 Epoch 4 Batch 770/1077 - Train Accuracy: 0.6856, Validation Accuracy: 0.6886, Loss: 0.4547 Epoch 4 Batch 771/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6871, Loss: 0.4956 Epoch 4 Batch 772/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.6836, Loss: 0.4861 Epoch 4 Batch 773/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6857, Loss: 0.4829 Epoch 4 Batch 774/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6871, Loss: 0.5121 Epoch 4 Batch 775/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6850, Loss: 0.4951 Epoch 4 Batch 776/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6911, Loss: 0.4942 Epoch 4 Batch 777/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6903, Loss: 0.5056 Epoch 4 Batch 778/1077 - Train Accuracy: 0.6455, Validation Accuracy: 0.6825, Loss: 0.4796 Epoch 4 Batch 779/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6758, Loss: 0.4985 Epoch 4 Batch 780/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6786, Loss: 0.5095 Epoch 4 Batch 781/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.6772, Loss: 0.4743 Epoch 4 Batch 782/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6722, Loss: 0.4833 Epoch 4 Batch 783/1077 - Train Accuracy: 0.6603, Validation Accuracy: 0.6854, Loss: 0.4908 Epoch 4 Batch 784/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6882, Loss: 0.4884 Epoch 4 Batch 785/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6889, Loss: 0.4708 Epoch 4 Batch 786/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6836, Loss: 0.5039 Epoch 4 Batch 787/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6829, Loss: 0.4518 Epoch 4 Batch 788/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6733, Loss: 0.5050 Epoch 4 Batch 789/1077 - Train Accuracy: 0.6303, Validation Accuracy: 0.6751, Loss: 0.5136 Epoch 4 Batch 790/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6815, Loss: 0.5348 Epoch 4 Batch 791/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.6790, Loss: 0.5022 Epoch 4 Batch 792/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6854, Loss: 0.5081 Epoch 4 Batch 793/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6822, Loss: 0.4908 Epoch 4 Batch 794/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6843, Loss: 0.5049 Epoch 4 Batch 795/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6857, Loss: 0.5185 Epoch 4 Batch 796/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6825, Loss: 0.4972 Epoch 4 Batch 797/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6864, Loss: 0.4985 Epoch 4 Batch 798/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6825, Loss: 0.5053 Epoch 4 Batch 799/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6871, Loss: 0.5278 Epoch 4 Batch 800/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6768, Loss: 0.4931 Epoch 4 Batch 801/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6655, Loss: 0.5090 Epoch 4 Batch 802/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6712, Loss: 0.4907 Epoch 4 Batch 803/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6744, Loss: 0.5101 Epoch 4 Batch 804/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6754, Loss: 0.5023 Epoch 4 Batch 805/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6754, Loss: 0.4954 Epoch 4 Batch 806/1077 - Train Accuracy: 0.6624, Validation Accuracy: 0.6719, Loss: 0.4990 Epoch 4 Batch 807/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6822, Loss: 0.4821 Epoch 4 Batch 808/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6768, Loss: 0.5086 Epoch 4 Batch 809/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6768, Loss: 0.5297 Epoch 4 Batch 810/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6832, Loss: 0.4673 Epoch 4 Batch 811/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6822, Loss: 0.4596 Epoch 4 Batch 812/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6850, Loss: 0.5049 Epoch 4 Batch 813/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6861, Loss: 0.4903 Epoch 4 Batch 814/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6875, Loss: 0.4853 Epoch 4 Batch 815/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6822, Loss: 0.4996 Epoch 4 Batch 816/1077 - Train Accuracy: 0.6854, Validation Accuracy: 0.6847, Loss: 0.5140 Epoch 4 Batch 817/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6857, Loss: 0.5201 Epoch 4 Batch 818/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6950, Loss: 0.4997 Epoch 4 Batch 819/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6967, Loss: 0.4890 Epoch 4 Batch 820/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6960, Loss: 0.5356 Epoch 4 Batch 821/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6907, Loss: 0.4826 Epoch 4 Batch 822/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6893, Loss: 0.5101 Epoch 4 Batch 823/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6825, Loss: 0.4869 Epoch 4 Batch 824/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6843, Loss: 0.4740 Epoch 4 Batch 825/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6783, Loss: 0.4892 Epoch 4 Batch 826/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6893, Loss: 0.4759 Epoch 4 Batch 827/1077 - Train Accuracy: 0.6427, Validation Accuracy: 0.6861, Loss: 0.5078 Epoch 4 Batch 828/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6893, Loss: 0.4932 Epoch 4 Batch 829/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6903, Loss: 0.5081 Epoch 4 Batch 830/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6911, Loss: 0.4874 Epoch 4 Batch 831/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6928, Loss: 0.5049 Epoch 4 Batch 832/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6996, Loss: 0.5043 Epoch 4 Batch 833/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6928, Loss: 0.4986 Epoch 4 Batch 834/1077 - Train Accuracy: 0.6985, Validation Accuracy: 0.6832, Loss: 0.4674 Epoch 4 Batch 835/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6690, Loss: 0.4912 Epoch 4 Batch 836/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6715, Loss: 0.5077 Epoch 4 Batch 837/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6815, Loss: 0.5090 Epoch 4 Batch 838/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6804, Loss: 0.4801 Epoch 4 Batch 839/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6708, Loss: 0.4799 Epoch 4 Batch 840/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6850, Loss: 0.4870 Epoch 4 Batch 841/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6918, Loss: 0.5004 Epoch 4 Batch 842/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6946, Loss: 0.4930 Epoch 4 Batch 843/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6946, Loss: 0.4601 Epoch 4 Batch 844/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6971, Loss: 0.4739 Epoch 4 Batch 845/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.6989, Loss: 0.4934 Epoch 4 Batch 846/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6974, Loss: 0.4956 Epoch 4 Batch 847/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6911, Loss: 0.4903 Epoch 4 Batch 848/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6953, Loss: 0.5135 Epoch 4 Batch 849/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6854, Loss: 0.4781 Epoch 4 Batch 850/1077 - Train Accuracy: 0.6302, Validation Accuracy: 0.6843, Loss: 0.5308 Epoch 4 Batch 851/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6886, Loss: 0.4817 Epoch 4 Batch 852/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6925, Loss: 0.4994 Epoch 4 Batch 853/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6928, Loss: 0.4746 Epoch 4 Batch 854/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6935, Loss: 0.4981 Epoch 4 Batch 855/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6946, Loss: 0.5065 Epoch 4 Batch 856/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6935, Loss: 0.5098 Epoch 4 Batch 857/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6971, Loss: 0.4859 Epoch 4 Batch 858/1077 - Train Accuracy: 0.6622, Validation Accuracy: 0.6832, Loss: 0.4858 Epoch 4 Batch 859/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6896, Loss: 0.4968 Epoch 4 Batch 860/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6886, Loss: 0.4986 Epoch 4 Batch 861/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6850, Loss: 0.4907 Epoch 4 Batch 862/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.6871, Loss: 0.4903 Epoch 4 Batch 863/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6857, Loss: 0.4750 Epoch 4 Batch 864/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6694, Loss: 0.4883 Epoch 4 Batch 865/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.6751, Loss: 0.4477 Epoch 4 Batch 866/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6722, Loss: 0.4814 Epoch 4 Batch 867/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6804, Loss: 0.5335 Epoch 4 Batch 868/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6818, Loss: 0.4999 Epoch 4 Batch 869/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6783, Loss: 0.5024 Epoch 4 Batch 870/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6715, Loss: 0.5076 Epoch 4 Batch 871/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6676, Loss: 0.5037 Epoch 4 Batch 872/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6744, Loss: 0.4910 Epoch 4 Batch 873/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6751, Loss: 0.4983 Epoch 4 Batch 874/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6790, Loss: 0.5033 Epoch 4 Batch 875/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6900, Loss: 0.4801 Epoch 4 Batch 876/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6811, Loss: 0.5004 Epoch 4 Batch 877/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6879, Loss: 0.4782 Epoch 4 Batch 878/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6733, Loss: 0.4854 Epoch 4 Batch 879/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6786, Loss: 0.4731 Epoch 4 Batch 880/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6761, Loss: 0.4845 Epoch 4 Batch 881/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6808, Loss: 0.5066 Epoch 4 Batch 882/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.6864, Loss: 0.5097 Epoch 4 Batch 883/1077 - Train Accuracy: 0.6123, Validation Accuracy: 0.6818, Loss: 0.5480 Epoch 4 Batch 884/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6822, Loss: 0.4777 Epoch 4 Batch 885/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.6900, Loss: 0.4280 Epoch 4 Batch 886/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6815, Loss: 0.5023 Epoch 4 Batch 887/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6708, Loss: 0.5054 Epoch 4 Batch 888/1077 - Train Accuracy: 0.6533, Validation Accuracy: 0.6509, Loss: 0.5281 Epoch 4 Batch 889/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6484, Loss: 0.5206 Epoch 4 Batch 890/1077 - Train Accuracy: 0.7106, Validation Accuracy: 0.6598, Loss: 0.4783 Epoch 4 Batch 891/1077 - Train Accuracy: 0.6554, Validation Accuracy: 0.6630, Loss: 0.5086 Epoch 4 Batch 892/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6651, Loss: 0.4862 Epoch 4 Batch 893/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6765, Loss: 0.5146 Epoch 4 Batch 894/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.6822, Loss: 0.4695 Epoch 4 Batch 895/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6864, Loss: 0.5044 Epoch 4 Batch 896/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6797, Loss: 0.5272 Epoch 4 Batch 897/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6893, Loss: 0.4739 Epoch 4 Batch 898/1077 - Train Accuracy: 0.6935, Validation Accuracy: 0.6985, Loss: 0.4638 Epoch 4 Batch 899/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6847, Loss: 0.5156 Epoch 4 Batch 900/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6996, Loss: 0.5017 Epoch 4 Batch 901/1077 - Train Accuracy: 0.6752, Validation Accuracy: 0.6932, Loss: 0.4834 Epoch 4 Batch 902/1077 - Train Accuracy: 0.6696, Validation Accuracy: 0.6882, Loss: 0.4886 Epoch 4 Batch 903/1077 - Train Accuracy: 0.6598, Validation Accuracy: 0.6804, Loss: 0.4862 Epoch 4 Batch 904/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6879, Loss: 0.4970 Epoch 4 Batch 905/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6918, Loss: 0.4732 Epoch 4 Batch 906/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6864, Loss: 0.4745 Epoch 4 Batch 907/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6921, Loss: 0.4846 Epoch 4 Batch 908/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6946, Loss: 0.5117 Epoch 4 Batch 909/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6772, Loss: 0.5015 Epoch 4 Batch 910/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6811, Loss: 0.4785 Epoch 4 Batch 911/1077 - Train Accuracy: 0.6896, Validation Accuracy: 0.6761, Loss: 0.4582 Epoch 4 Batch 912/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6694, Loss: 0.4937 Epoch 4 Batch 913/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6797, Loss: 0.5037 Epoch 4 Batch 914/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.6673, Loss: 0.4470 Epoch 4 Batch 915/1077 - Train Accuracy: 0.6229, Validation Accuracy: 0.6783, Loss: 0.5365 Epoch 4 Batch 916/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6648, Loss: 0.4951 Epoch 4 Batch 917/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6783, Loss: 0.4976 Epoch 4 Batch 918/1077 - Train Accuracy: 0.7005, Validation Accuracy: 0.6676, Loss: 0.4527 Epoch 4 Batch 919/1077 - Train Accuracy: 0.6990, Validation Accuracy: 0.6779, Loss: 0.4911 Epoch 4 Batch 920/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6754, Loss: 0.5003 Epoch 4 Batch 921/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6715, Loss: 0.4965 Epoch 4 Batch 922/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6768, Loss: 0.4656 Epoch 4 Batch 923/1077 - Train Accuracy: 0.6394, Validation Accuracy: 0.6687, Loss: 0.5170 Epoch 4 Batch 924/1077 - Train Accuracy: 0.6451, Validation Accuracy: 0.6754, Loss: 0.5167 Epoch 4 Batch 925/1077 - Train Accuracy: 0.6518, Validation Accuracy: 0.6761, Loss: 0.4842 Epoch 4 Batch 926/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6783, Loss: 0.5037 Epoch 4 Batch 927/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6733, Loss: 0.5011 Epoch 4 Batch 928/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6779, Loss: 0.4703 Epoch 4 Batch 929/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6818, Loss: 0.5043 Epoch 4 Batch 930/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6857, Loss: 0.4715 Epoch 4 Batch 931/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6871, Loss: 0.4907 Epoch 4 Batch 932/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6978, Loss: 0.5010 Epoch 4 Batch 933/1077 - Train Accuracy: 0.6598, Validation Accuracy: 0.6992, Loss: 0.4907 Epoch 4 Batch 934/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6839, Loss: 0.5115 Epoch 4 Batch 935/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6854, Loss: 0.5139 Epoch 4 Batch 936/1077 - Train Accuracy: 0.6760, Validation Accuracy: 0.6896, Loss: 0.4886 Epoch 4 Batch 937/1077 - Train Accuracy: 0.6661, Validation Accuracy: 0.6850, Loss: 0.5159 Epoch 4 Batch 938/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6868, Loss: 0.4844 Epoch 4 Batch 939/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6843, Loss: 0.4857 Epoch 4 Batch 940/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6864, Loss: 0.4873 Epoch 4 Batch 941/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6800, Loss: 0.4630 Epoch 4 Batch 942/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6804, Loss: 0.5030 Epoch 4 Batch 943/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6776, Loss: 0.4941 Epoch 4 Batch 944/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6772, Loss: 0.4744 Epoch 4 Batch 945/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.6800, Loss: 0.4625 Epoch 4 Batch 946/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6825, Loss: 0.4838 Epoch 4 Batch 947/1077 - Train Accuracy: 0.6003, Validation Accuracy: 0.6893, Loss: 0.5306 Epoch 4 Batch 948/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6882, Loss: 0.4850 Epoch 4 Batch 949/1077 - Train Accuracy: 0.7161, Validation Accuracy: 0.6786, Loss: 0.4402 Epoch 4 Batch 950/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6804, Loss: 0.4645 Epoch 4 Batch 951/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6783, Loss: 0.4837 Epoch 4 Batch 952/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6900, Loss: 0.4811 Epoch 4 Batch 953/1077 - Train Accuracy: 0.6628, Validation Accuracy: 0.6832, Loss: 0.4870 Epoch 4 Batch 954/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6896, Loss: 0.5078 Epoch 4 Batch 955/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6893, Loss: 0.4820 Epoch 4 Batch 956/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6815, Loss: 0.4713 Epoch 4 Batch 957/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.6765, Loss: 0.4553 Epoch 4 Batch 958/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6797, Loss: 0.4885 Epoch 4 Batch 959/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6772, Loss: 0.4663 Epoch 4 Batch 960/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6705, Loss: 0.4782 Epoch 4 Batch 961/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6768, Loss: 0.4933 Epoch 4 Batch 962/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6761, Loss: 0.4790 Epoch 4 Batch 963/1077 - Train Accuracy: 0.6437, Validation Accuracy: 0.6690, Loss: 0.5339 Epoch 4 Batch 964/1077 - Train Accuracy: 0.6749, Validation Accuracy: 0.6825, Loss: 0.4535 Epoch 4 Batch 965/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.6747, Loss: 0.5145 Epoch 4 Batch 966/1077 - Train Accuracy: 0.7062, Validation Accuracy: 0.6623, Loss: 0.4304 Epoch 4 Batch 967/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6712, Loss: 0.4676 Epoch 4 Batch 968/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6836, Loss: 0.5110 Epoch 4 Batch 969/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6658, Loss: 0.4834 Epoch 4 Batch 970/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6680, Loss: 0.4896 Epoch 4 Batch 971/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6676, Loss: 0.4660 Epoch 4 Batch 972/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6676, Loss: 0.4846 Epoch 4 Batch 973/1077 - Train Accuracy: 0.6923, Validation Accuracy: 0.6644, Loss: 0.4496 Epoch 4 Batch 974/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6712, Loss: 0.5034 Epoch 4 Batch 975/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6818, Loss: 0.4547 Epoch 4 Batch 976/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6761, Loss: 0.4763 Epoch 4 Batch 977/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6776, Loss: 0.4699 Epoch 4 Batch 978/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.6786, Loss: 0.4823 Epoch 4 Batch 979/1077 - Train Accuracy: 0.6303, Validation Accuracy: 0.6797, Loss: 0.5081 Epoch 4 Batch 980/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6836, Loss: 0.4957 Epoch 4 Batch 981/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6843, Loss: 0.4966 Epoch 4 Batch 982/1077 - Train Accuracy: 0.6856, Validation Accuracy: 0.6825, Loss: 0.4770 Epoch 4 Batch 983/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6779, Loss: 0.5098 Epoch 4 Batch 984/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6818, Loss: 0.5232 Epoch 4 Batch 985/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6818, Loss: 0.4774 Epoch 4 Batch 986/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6797, Loss: 0.4917 Epoch 4 Batch 987/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.6896, Loss: 0.4561 Epoch 4 Batch 988/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6808, Loss: 0.4903 Epoch 4 Batch 989/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6864, Loss: 0.4978 Epoch 4 Batch 990/1077 - Train Accuracy: 0.6460, Validation Accuracy: 0.6925, Loss: 0.5029 Epoch 4 Batch 991/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6928, Loss: 0.4919 Epoch 4 Batch 992/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6903, Loss: 0.4963 Epoch 4 Batch 993/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6868, Loss: 0.4564 Epoch 4 Batch 994/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6928, Loss: 0.4815 Epoch 4 Batch 995/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6893, Loss: 0.4642 Epoch 4 Batch 996/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6896, Loss: 0.4866 Epoch 4 Batch 997/1077 - Train Accuracy: 0.6764, Validation Accuracy: 0.6907, Loss: 0.5042 Epoch 4 Batch 998/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6914, Loss: 0.4704 Epoch 4 Batch 999/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6850, Loss: 0.4851 Epoch 4 Batch 1000/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.6847, Loss: 0.4446 Epoch 4 Batch 1001/1077 - Train Accuracy: 0.6765, Validation Accuracy: 0.6857, Loss: 0.4506 Epoch 4 Batch 1002/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6800, Loss: 0.4695 Epoch 4 Batch 1003/1077 - Train Accuracy: 0.7002, Validation Accuracy: 0.6747, Loss: 0.4767 Epoch 4 Batch 1004/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6804, Loss: 0.4702 Epoch 4 Batch 1005/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6808, Loss: 0.4947 Epoch 4 Batch 1006/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6857, Loss: 0.4647 Epoch 4 Batch 1007/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6871, Loss: 0.4603 Epoch 4 Batch 1008/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6875, Loss: 0.4883 Epoch 4 Batch 1009/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6815, Loss: 0.4557 Epoch 4 Batch 1010/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6839, Loss: 0.4873 Epoch 4 Batch 1011/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6903, Loss: 0.4999 Epoch 4 Batch 1012/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6868, Loss: 0.4626 Epoch 4 Batch 1013/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.6829, Loss: 0.4649 Epoch 4 Batch 1014/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6779, Loss: 0.5044 Epoch 4 Batch 1015/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6829, Loss: 0.5033 Epoch 4 Batch 1016/1077 - Train Accuracy: 0.6283, Validation Accuracy: 0.6818, Loss: 0.5054 Epoch 4 Batch 1017/1077 - Train Accuracy: 0.6817, Validation Accuracy: 0.6790, Loss: 0.4823 Epoch 4 Batch 1018/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6797, Loss: 0.4684 Epoch 4 Batch 1019/1077 - Train Accuracy: 0.6505, Validation Accuracy: 0.6765, Loss: 0.5225 Epoch 4 Batch 1020/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.6744, Loss: 0.4622 Epoch 4 Batch 1021/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6722, Loss: 0.4822 Epoch 4 Batch 1022/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6740, Loss: 0.4544 Epoch 4 Batch 1023/1077 - Train Accuracy: 0.6800, Validation Accuracy: 0.6761, Loss: 0.4543 Epoch 4 Batch 1024/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6701, Loss: 0.4913 Epoch 4 Batch 1025/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6719, Loss: 0.4668 Epoch 4 Batch 1026/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.6726, Loss: 0.4459 Epoch 4 Batch 1027/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6690, Loss: 0.5049 Epoch 4 Batch 1028/1077 - Train Accuracy: 0.6507, Validation Accuracy: 0.6612, Loss: 0.4895 Epoch 4 Batch 1029/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6651, Loss: 0.4767 Epoch 4 Batch 1030/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6719, Loss: 0.4859 Epoch 4 Batch 1031/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6776, Loss: 0.5146 Epoch 4 Batch 1032/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6733, Loss: 0.4801 Epoch 4 Batch 1033/1077 - Train Accuracy: 0.6388, Validation Accuracy: 0.6665, Loss: 0.4664 Epoch 4 Batch 1034/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6680, Loss: 0.5035 Epoch 4 Batch 1035/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6694, Loss: 0.4406 Epoch 4 Batch 1036/1077 - Train Accuracy: 0.6432, Validation Accuracy: 0.6715, Loss: 0.4851 Epoch 4 Batch 1037/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6758, Loss: 0.5045 Epoch 4 Batch 1038/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6818, Loss: 0.4891 Epoch 4 Batch 1039/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6818, Loss: 0.4509 Epoch 4 Batch 1040/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6825, Loss: 0.4950 Epoch 4 Batch 1041/1077 - Train Accuracy: 0.6453, Validation Accuracy: 0.6744, Loss: 0.4888 Epoch 4 Batch 1042/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6708, Loss: 0.4918 Epoch 4 Batch 1043/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6683, Loss: 0.5113 Epoch 4 Batch 1044/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6751, Loss: 0.4766 Epoch 4 Batch 1045/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6733, Loss: 0.5045 Epoch 4 Batch 1046/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6882, Loss: 0.4639 Epoch 4 Batch 1047/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6776, Loss: 0.4780 Epoch 4 Batch 1048/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6786, Loss: 0.4960 Epoch 4 Batch 1049/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6825, Loss: 0.5037 Epoch 4 Batch 1050/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6847, Loss: 0.4940 Epoch 4 Batch 1051/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6786, Loss: 0.4609 Epoch 4 Batch 1052/1077 - Train Accuracy: 0.7046, Validation Accuracy: 0.6875, Loss: 0.4621 Epoch 4 Batch 1053/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6893, Loss: 0.4618 Epoch 4 Batch 1054/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6847, Loss: 0.4820 Epoch 4 Batch 1055/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6502, Loss: 0.5440 Epoch 4 Batch 1056/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6630, Loss: 0.4897 Epoch 4 Batch 1057/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6705, Loss: 0.5055 Epoch 4 Batch 1058/1077 - Train Accuracy: 0.6468, Validation Accuracy: 0.6602, Loss: 0.5317 Epoch 4 Batch 1059/1077 - Train Accuracy: 0.6007, Validation Accuracy: 0.6545, Loss: 0.5315 Epoch 4 Batch 1060/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6630, Loss: 0.4734 Epoch 4 Batch 1061/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6719, Loss: 0.5076 Epoch 4 Batch 1062/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6751, Loss: 0.4973 Epoch 4 Batch 1063/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6790, Loss: 0.5073 Epoch 4 Batch 1064/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6808, Loss: 0.4848 Epoch 4 Batch 1065/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6786, Loss: 0.4947 Epoch 4 Batch 1066/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6843, Loss: 0.4721 Epoch 4 Batch 1067/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.6896, Loss: 0.5055 Epoch 4 Batch 1068/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6889, Loss: 0.4765 Epoch 4 Batch 1069/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6818, Loss: 0.4481 Epoch 4 Batch 1070/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6928, Loss: 0.5101 Epoch 4 Batch 1071/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6733, Loss: 0.4910 Epoch 4 Batch 1072/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6832, Loss: 0.4734 Epoch 4 Batch 1073/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6875, Loss: 0.4967 Epoch 4 Batch 1074/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6861, Loss: 0.4986 Epoch 4 Batch 1075/1077 - Train Accuracy: 0.6542, Validation Accuracy: 0.6776, Loss: 0.5143 Epoch 5 Batch 1/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6896, Loss: 0.4760 Epoch 5 Batch 2/1077 - Train Accuracy: 0.6275, Validation Accuracy: 0.6747, Loss: 0.5075 Epoch 5 Batch 3/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6825, Loss: 0.4694 Epoch 5 Batch 4/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6669, Loss: 0.4935 Epoch 5 Batch 5/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6776, Loss: 0.4862 Epoch 5 Batch 6/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6822, Loss: 0.4910 Epoch 5 Batch 7/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6957, Loss: 0.4837 Epoch 5 Batch 8/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.7024, Loss: 0.4695 Epoch 5 Batch 9/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6925, Loss: 0.4804 Epoch 5 Batch 10/1077 - Train Accuracy: 0.6846, Validation Accuracy: 0.6861, Loss: 0.4929 Epoch 5 Batch 11/1077 - Train Accuracy: 0.6350, Validation Accuracy: 0.6864, Loss: 0.4845 Epoch 5 Batch 12/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6722, Loss: 0.5045 Epoch 5 Batch 13/1077 - Train Accuracy: 0.6979, Validation Accuracy: 0.6697, Loss: 0.4607 Epoch 5 Batch 14/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.6729, Loss: 0.4497 Epoch 5 Batch 15/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6804, Loss: 0.4665 Epoch 5 Batch 16/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6776, Loss: 0.4725 Epoch 5 Batch 17/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6658, Loss: 0.4690 Epoch 5 Batch 18/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6722, Loss: 0.4879 Epoch 5 Batch 19/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6694, Loss: 0.4737 Epoch 5 Batch 20/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6680, Loss: 0.4693 Epoch 5 Batch 21/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6683, Loss: 0.5165 Epoch 5 Batch 22/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6779, Loss: 0.4826 Epoch 5 Batch 23/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6985, Loss: 0.4773 Epoch 5 Batch 24/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6861, Loss: 0.4791 Epoch 5 Batch 25/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6836, Loss: 0.4587 Epoch 5 Batch 26/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6857, Loss: 0.5095 Epoch 5 Batch 27/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6754, Loss: 0.4458 Epoch 5 Batch 28/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.6932, Loss: 0.4723 Epoch 5 Batch 29/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6776, Loss: 0.4785 Epoch 5 Batch 30/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6868, Loss: 0.4872 Epoch 5 Batch 31/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.6804, Loss: 0.4743 Epoch 5 Batch 32/1077 - Train Accuracy: 0.6763, Validation Accuracy: 0.6715, Loss: 0.4422 Epoch 5 Batch 33/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6783, Loss: 0.4544 Epoch 5 Batch 34/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6776, Loss: 0.4881 Epoch 5 Batch 35/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.6850, Loss: 0.4792 Epoch 5 Batch 36/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6793, Loss: 0.4724 Epoch 5 Batch 37/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6857, Loss: 0.4924 Epoch 5 Batch 38/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6815, Loss: 0.5209 Epoch 5 Batch 39/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6911, Loss: 0.5039 Epoch 5 Batch 40/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6893, Loss: 0.4910 Epoch 5 Batch 41/1077 - Train Accuracy: 0.6722, Validation Accuracy: 0.6800, Loss: 0.4853 Epoch 5 Batch 42/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6864, Loss: 0.5017 Epoch 5 Batch 43/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6875, Loss: 0.4960 Epoch 5 Batch 44/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6871, Loss: 0.4898 Epoch 5 Batch 45/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6790, Loss: 0.4884 Epoch 5 Batch 46/1077 - Train Accuracy: 0.6275, Validation Accuracy: 0.6754, Loss: 0.5035 Epoch 5 Batch 47/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6761, Loss: 0.4798 Epoch 5 Batch 48/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6786, Loss: 0.4897 Epoch 5 Batch 49/1077 - Train Accuracy: 0.6440, Validation Accuracy: 0.6733, Loss: 0.4856 Epoch 5 Batch 50/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6733, Loss: 0.4773 Epoch 5 Batch 51/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6843, Loss: 0.4584 Epoch 5 Batch 52/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6850, Loss: 0.4896 Epoch 5 Batch 53/1077 - Train Accuracy: 0.6571, Validation Accuracy: 0.6747, Loss: 0.5099 Epoch 5 Batch 54/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6715, Loss: 0.5035 Epoch 5 Batch 55/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6697, Loss: 0.4649 Epoch 5 Batch 56/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6697, Loss: 0.4580 Epoch 5 Batch 57/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6751, Loss: 0.4511 Epoch 5 Batch 58/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6822, Loss: 0.4680 Epoch 5 Batch 59/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6729, Loss: 0.4918 Epoch 5 Batch 60/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6687, Loss: 0.4575 Epoch 5 Batch 61/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6697, Loss: 0.5024 Epoch 5 Batch 62/1077 - Train Accuracy: 0.6546, Validation Accuracy: 0.6701, Loss: 0.5121 Epoch 5 Batch 63/1077 - Train Accuracy: 0.6923, Validation Accuracy: 0.6708, Loss: 0.4536 Epoch 5 Batch 64/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6719, Loss: 0.4723 Epoch 5 Batch 65/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6648, Loss: 0.4872 Epoch 5 Batch 66/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6719, Loss: 0.4767 Epoch 5 Batch 67/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6825, Loss: 0.4569 Epoch 5 Batch 68/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6797, Loss: 0.4919 Epoch 5 Batch 69/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6673, Loss: 0.4856 Epoch 5 Batch 70/1077 - Train Accuracy: 0.6706, Validation Accuracy: 0.6687, Loss: 0.4942 Epoch 5 Batch 71/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6744, Loss: 0.4684 Epoch 5 Batch 72/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6758, Loss: 0.4795 Epoch 5 Batch 73/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6925, Loss: 0.4900 Epoch 5 Batch 74/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6864, Loss: 0.4292 Epoch 5 Batch 75/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6893, Loss: 0.4985 Epoch 5 Batch 76/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6768, Loss: 0.4604 Epoch 5 Batch 77/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6658, Loss: 0.4771 Epoch 5 Batch 78/1077 - Train Accuracy: 0.6365, Validation Accuracy: 0.6740, Loss: 0.4891 Epoch 5 Batch 79/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6921, Loss: 0.4756 Epoch 5 Batch 80/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.7067, Loss: 0.4834 Epoch 5 Batch 81/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6935, Loss: 0.4535 Epoch 5 Batch 82/1077 - Train Accuracy: 0.7038, Validation Accuracy: 0.6903, Loss: 0.4286 Epoch 5 Batch 83/1077 - Train Accuracy: 0.5814, Validation Accuracy: 0.6815, Loss: 0.5001 Epoch 5 Batch 84/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6861, Loss: 0.4813 Epoch 5 Batch 85/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6832, Loss: 0.4678 Epoch 5 Batch 86/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6900, Loss: 0.4747 Epoch 5 Batch 87/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6896, Loss: 0.4896 Epoch 5 Batch 88/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6854, Loss: 0.4813 Epoch 5 Batch 89/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6871, Loss: 0.4926 Epoch 5 Batch 90/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6843, Loss: 0.4879 Epoch 5 Batch 91/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6825, Loss: 0.4310 Epoch 5 Batch 92/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6829, Loss: 0.4625 Epoch 5 Batch 93/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6868, Loss: 0.4878 Epoch 5 Batch 94/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.6939, Loss: 0.4394 Epoch 5 Batch 95/1077 - Train Accuracy: 0.6585, Validation Accuracy: 0.6925, Loss: 0.4773 Epoch 5 Batch 96/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6861, Loss: 0.4530 Epoch 5 Batch 97/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6864, Loss: 0.4443 Epoch 5 Batch 98/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7045, Loss: 0.4465 Epoch 5 Batch 99/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6989, Loss: 0.4943 Epoch 5 Batch 100/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.7003, Loss: 0.4775 Epoch 5 Batch 101/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.7035, Loss: 0.4893 Epoch 5 Batch 102/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6960, Loss: 0.4463 Epoch 5 Batch 103/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6957, Loss: 0.5209 Epoch 5 Batch 104/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6918, Loss: 0.5122 Epoch 5 Batch 105/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6896, Loss: 0.4815 Epoch 5 Batch 106/1077 - Train Accuracy: 0.6928, Validation Accuracy: 0.6928, Loss: 0.4893 Epoch 5 Batch 107/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6935, Loss: 0.4568 Epoch 5 Batch 108/1077 - Train Accuracy: 0.6911, Validation Accuracy: 0.7003, Loss: 0.4333 Epoch 5 Batch 109/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6861, Loss: 0.4704 Epoch 5 Batch 110/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6776, Loss: 0.4567 Epoch 5 Batch 111/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6786, Loss: 0.4762 Epoch 5 Batch 112/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6875, Loss: 0.4583 Epoch 5 Batch 113/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6978, Loss: 0.4948 Epoch 5 Batch 114/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.6974, Loss: 0.4453 Epoch 5 Batch 115/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6992, Loss: 0.4833 Epoch 5 Batch 116/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6953, Loss: 0.5171 Epoch 5 Batch 117/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6665, Loss: 0.4937 Epoch 5 Batch 118/1077 - Train Accuracy: 0.6501, Validation Accuracy: 0.6687, Loss: 0.5139 Epoch 5 Batch 119/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6864, Loss: 0.4782 Epoch 5 Batch 120/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6847, Loss: 0.4853 Epoch 5 Batch 121/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6850, Loss: 0.4851 Epoch 5 Batch 122/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6939, Loss: 0.4662 Epoch 5 Batch 123/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6712, Loss: 0.4521 Epoch 5 Batch 124/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6751, Loss: 0.4897 Epoch 5 Batch 125/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6836, Loss: 0.4726 Epoch 5 Batch 126/1077 - Train Accuracy: 0.6819, Validation Accuracy: 0.6747, Loss: 0.4537 Epoch 5 Batch 127/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6893, Loss: 0.4549 Epoch 5 Batch 128/1077 - Train Accuracy: 0.7068, Validation Accuracy: 0.6758, Loss: 0.4415 Epoch 5 Batch 129/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.6673, Loss: 0.4473 Epoch 5 Batch 130/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.6612, Loss: 0.4483 Epoch 5 Batch 131/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6836, Loss: 0.4766 Epoch 5 Batch 132/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6839, Loss: 0.4889 Epoch 5 Batch 133/1077 - Train Accuracy: 0.6468, Validation Accuracy: 0.6697, Loss: 0.4853 Epoch 5 Batch 134/1077 - Train Accuracy: 0.6603, Validation Accuracy: 0.6687, Loss: 0.4397 Epoch 5 Batch 135/1077 - Train Accuracy: 0.6776, Validation Accuracy: 0.6729, Loss: 0.4743 Epoch 5 Batch 136/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6584, Loss: 0.4584 Epoch 5 Batch 137/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.6673, Loss: 0.4424 Epoch 5 Batch 138/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6822, Loss: 0.4776 Epoch 5 Batch 139/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6804, Loss: 0.4826 Epoch 5 Batch 140/1077 - Train Accuracy: 0.6538, Validation Accuracy: 0.6790, Loss: 0.4925 Epoch 5 Batch 141/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6822, Loss: 0.4774 Epoch 5 Batch 142/1077 - Train Accuracy: 0.6745, Validation Accuracy: 0.6790, Loss: 0.4580 Epoch 5 Batch 143/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6751, Loss: 0.4732 Epoch 5 Batch 144/1077 - Train Accuracy: 0.6155, Validation Accuracy: 0.6765, Loss: 0.5033 Epoch 5 Batch 145/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6868, Loss: 0.4902 Epoch 5 Batch 146/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6836, Loss: 0.4814 Epoch 5 Batch 147/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6776, Loss: 0.5033 Epoch 5 Batch 148/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6871, Loss: 0.4606 Epoch 5 Batch 149/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6921, Loss: 0.4628 Epoch 5 Batch 150/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6637, Loss: 0.4554 Epoch 5 Batch 151/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6680, Loss: 0.4397 Epoch 5 Batch 152/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6893, Loss: 0.4686 Epoch 5 Batch 153/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6793, Loss: 0.4802 Epoch 5 Batch 154/1077 - Train Accuracy: 0.6295, Validation Accuracy: 0.6797, Loss: 0.4962 Epoch 5 Batch 155/1077 - Train Accuracy: 0.6699, Validation Accuracy: 0.6719, Loss: 0.4699 Epoch 5 Batch 156/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6783, Loss: 0.4690 Epoch 5 Batch 157/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6818, Loss: 0.4690 Epoch 5 Batch 158/1077 - Train Accuracy: 0.7028, Validation Accuracy: 0.6857, Loss: 0.4574 Epoch 5 Batch 159/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6850, Loss: 0.4509 Epoch 5 Batch 160/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.6871, Loss: 0.4710 Epoch 5 Batch 161/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6779, Loss: 0.4662 Epoch 5 Batch 162/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6776, Loss: 0.5075 Epoch 5 Batch 163/1077 - Train Accuracy: 0.6505, Validation Accuracy: 0.6903, Loss: 0.5049 Epoch 5 Batch 164/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6680, Loss: 0.4691 Epoch 5 Batch 165/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6729, Loss: 0.4868 Epoch 5 Batch 166/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6683, Loss: 0.4630 Epoch 5 Batch 167/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6719, Loss: 0.4824 Epoch 5 Batch 168/1077 - Train Accuracy: 0.6435, Validation Accuracy: 0.6815, Loss: 0.4963 Epoch 5 Batch 169/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.6914, Loss: 0.4538 Epoch 5 Batch 170/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6957, Loss: 0.4999 Epoch 5 Batch 171/1077 - Train Accuracy: 0.6506, Validation Accuracy: 0.6925, Loss: 0.4382 Epoch 5 Batch 172/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.6932, Loss: 0.4392 Epoch 5 Batch 173/1077 - Train Accuracy: 0.6271, Validation Accuracy: 0.7028, Loss: 0.5003 Epoch 5 Batch 174/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.7013, Loss: 0.4718 Epoch 5 Batch 175/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6989, Loss: 0.4566 Epoch 5 Batch 176/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6953, Loss: 0.4841 Epoch 5 Batch 177/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.6921, Loss: 0.4855 Epoch 5 Batch 178/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6871, Loss: 0.4563 Epoch 5 Batch 179/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6818, Loss: 0.4800 Epoch 5 Batch 180/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6765, Loss: 0.4668 Epoch 5 Batch 181/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6818, Loss: 0.4797 Epoch 5 Batch 182/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6843, Loss: 0.4763 Epoch 5 Batch 183/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6765, Loss: 0.4803 Epoch 5 Batch 184/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6758, Loss: 0.4634 Epoch 5 Batch 185/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6921, Loss: 0.4809 Epoch 5 Batch 186/1077 - Train Accuracy: 0.6427, Validation Accuracy: 0.6847, Loss: 0.4750 Epoch 5 Batch 187/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6768, Loss: 0.4767 Epoch 5 Batch 188/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6708, Loss: 0.4844 Epoch 5 Batch 189/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6868, Loss: 0.4727 Epoch 5 Batch 190/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6793, Loss: 0.4570 Epoch 5 Batch 191/1077 - Train Accuracy: 0.6786, Validation Accuracy: 0.6779, Loss: 0.4335 Epoch 5 Batch 192/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6793, Loss: 0.4734 Epoch 5 Batch 193/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6740, Loss: 0.4522 Epoch 5 Batch 194/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6669, Loss: 0.4488 Epoch 5 Batch 195/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6719, Loss: 0.4707 Epoch 5 Batch 196/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6843, Loss: 0.4597 Epoch 5 Batch 197/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6960, Loss: 0.4479 Epoch 5 Batch 198/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.6935, Loss: 0.4484 Epoch 5 Batch 199/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6882, Loss: 0.4449 Epoch 5 Batch 200/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6950, Loss: 0.4716 Epoch 5 Batch 201/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6857, Loss: 0.4525 Epoch 5 Batch 202/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6758, Loss: 0.4684 Epoch 5 Batch 203/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6857, Loss: 0.4653 Epoch 5 Batch 204/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6942, Loss: 0.4941 Epoch 5 Batch 205/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6722, Loss: 0.4558 Epoch 5 Batch 206/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6754, Loss: 0.4606 Epoch 5 Batch 207/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.7013, Loss: 0.4720 Epoch 5 Batch 208/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6776, Loss: 0.4534 Epoch 5 Batch 209/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6740, Loss: 0.4499 Epoch 5 Batch 210/1077 - Train Accuracy: 0.6786, Validation Accuracy: 0.6950, Loss: 0.4459 Epoch 5 Batch 211/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6747, Loss: 0.4710 Epoch 5 Batch 212/1077 - Train Accuracy: 0.6589, Validation Accuracy: 0.6737, Loss: 0.4363 Epoch 5 Batch 213/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6989, Loss: 0.4419 Epoch 5 Batch 214/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6783, Loss: 0.4635 Epoch 5 Batch 215/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6911, Loss: 0.4863 Epoch 5 Batch 216/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6879, Loss: 0.4775 Epoch 5 Batch 217/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6882, Loss: 0.4517 Epoch 5 Batch 218/1077 - Train Accuracy: 0.6702, Validation Accuracy: 0.6836, Loss: 0.5002 Epoch 5 Batch 219/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.6989, Loss: 0.4512 Epoch 5 Batch 220/1077 - Train Accuracy: 0.6686, Validation Accuracy: 0.6751, Loss: 0.4764 Epoch 5 Batch 221/1077 - Train Accuracy: 0.7089, Validation Accuracy: 0.6637, Loss: 0.4692 Epoch 5 Batch 222/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6779, Loss: 0.4755 Epoch 5 Batch 223/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6882, Loss: 0.4521 Epoch 5 Batch 224/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6868, Loss: 0.4640 Epoch 5 Batch 225/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6843, Loss: 0.4706 Epoch 5 Batch 226/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6804, Loss: 0.4625 Epoch 5 Batch 227/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6864, Loss: 0.4995 Epoch 5 Batch 228/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.6786, Loss: 0.4398 Epoch 5 Batch 229/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6786, Loss: 0.4494 Epoch 5 Batch 230/1077 - Train Accuracy: 0.6596, Validation Accuracy: 0.6950, Loss: 0.4503 Epoch 5 Batch 231/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6939, Loss: 0.4883 Epoch 5 Batch 232/1077 - Train Accuracy: 0.6353, Validation Accuracy: 0.6914, Loss: 0.4982 Epoch 5 Batch 233/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6900, Loss: 0.4714 Epoch 5 Batch 234/1077 - Train Accuracy: 0.6853, Validation Accuracy: 0.6900, Loss: 0.4646 Epoch 5 Batch 235/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6868, Loss: 0.4324 Epoch 5 Batch 236/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6850, Loss: 0.4855 Epoch 5 Batch 237/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6879, Loss: 0.4343 Epoch 5 Batch 238/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6946, Loss: 0.4490 Epoch 5 Batch 239/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6783, Loss: 0.4302 Epoch 5 Batch 240/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.6829, Loss: 0.4466 Epoch 5 Batch 241/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6829, Loss: 0.4339 Epoch 5 Batch 242/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6800, Loss: 0.4621 Epoch 5 Batch 243/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6942, Loss: 0.5006 Epoch 5 Batch 244/1077 - Train Accuracy: 0.6911, Validation Accuracy: 0.6811, Loss: 0.4353 Epoch 5 Batch 245/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6839, Loss: 0.4367 Epoch 5 Batch 246/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6832, Loss: 0.4701 Epoch 5 Batch 247/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6772, Loss: 0.4395 Epoch 5 Batch 248/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6747, Loss: 0.4428 Epoch 5 Batch 249/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6879, Loss: 0.4446 Epoch 5 Batch 250/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6808, Loss: 0.4438 Epoch 5 Batch 251/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6854, Loss: 0.4709 Epoch 5 Batch 252/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6839, Loss: 0.4475 Epoch 5 Batch 253/1077 - Train Accuracy: 0.7138, Validation Accuracy: 0.6829, Loss: 0.4319 Epoch 5 Batch 254/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6843, Loss: 0.4600 Epoch 5 Batch 255/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6868, Loss: 0.4545 Epoch 5 Batch 256/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6829, Loss: 0.5119 Epoch 5 Batch 257/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6800, Loss: 0.4464 Epoch 5 Batch 258/1077 - Train Accuracy: 0.6923, Validation Accuracy: 0.6484, Loss: 0.4383 Epoch 5 Batch 259/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6776, Loss: 0.4655 Epoch 5 Batch 260/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.6836, Loss: 0.4383 Epoch 5 Batch 261/1077 - Train Accuracy: 0.6626, Validation Accuracy: 0.6854, Loss: 0.4540 Epoch 5 Batch 262/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.6875, Loss: 0.4605 Epoch 5 Batch 263/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6964, Loss: 0.4586 Epoch 5 Batch 264/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6957, Loss: 0.4840 Epoch 5 Batch 265/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6832, Loss: 0.4738 Epoch 5 Batch 266/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.6875, Loss: 0.4630 Epoch 5 Batch 267/1077 - Train Accuracy: 0.6726, Validation Accuracy: 0.6751, Loss: 0.4317 Epoch 5 Batch 268/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6761, Loss: 0.4787 Epoch 5 Batch 269/1077 - Train Accuracy: 0.6464, Validation Accuracy: 0.6754, Loss: 0.4890 Epoch 5 Batch 270/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6772, Loss: 0.4858 Epoch 5 Batch 271/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6776, Loss: 0.4444 Epoch 5 Batch 272/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6626, Loss: 0.4935 Epoch 5 Batch 273/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6669, Loss: 0.4565 Epoch 5 Batch 274/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6754, Loss: 0.4502 Epoch 5 Batch 275/1077 - Train Accuracy: 0.6663, Validation Accuracy: 0.6733, Loss: 0.4363 Epoch 5 Batch 276/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6751, Loss: 0.4825 Epoch 5 Batch 277/1077 - Train Accuracy: 0.6778, Validation Accuracy: 0.6719, Loss: 0.4284 Epoch 5 Batch 278/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6712, Loss: 0.4916 Epoch 5 Batch 279/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6719, Loss: 0.5227 Epoch 5 Batch 280/1077 - Train Accuracy: 0.6699, Validation Accuracy: 0.6751, Loss: 0.4689 Epoch 5 Batch 281/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6747, Loss: 0.4740 Epoch 5 Batch 282/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6761, Loss: 0.4869 Epoch 5 Batch 283/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6761, Loss: 0.4628 Epoch 5 Batch 284/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6744, Loss: 0.4795 Epoch 5 Batch 285/1077 - Train Accuracy: 0.6611, Validation Accuracy: 0.6744, Loss: 0.4496 Epoch 5 Batch 286/1077 - Train Accuracy: 0.7076, Validation Accuracy: 0.6765, Loss: 0.4389 Epoch 5 Batch 287/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6818, Loss: 0.4567 Epoch 5 Batch 288/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6779, Loss: 0.4936 Epoch 5 Batch 289/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.6662, Loss: 0.4666 Epoch 5 Batch 290/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6690, Loss: 0.4793 Epoch 5 Batch 291/1077 - Train Accuracy: 0.6689, Validation Accuracy: 0.6857, Loss: 0.4675 Epoch 5 Batch 292/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6761, Loss: 0.4499 Epoch 5 Batch 293/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6847, Loss: 0.4933 Epoch 5 Batch 294/1077 - Train Accuracy: 0.6726, Validation Accuracy: 0.6847, Loss: 0.4373 Epoch 5 Batch 295/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6719, Loss: 0.4715 Epoch 5 Batch 296/1077 - Train Accuracy: 0.6886, Validation Accuracy: 0.6765, Loss: 0.4384 Epoch 5 Batch 297/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6701, Loss: 0.4922 Epoch 5 Batch 298/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6726, Loss: 0.4851 Epoch 5 Batch 299/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6641, Loss: 0.4495 Epoch 5 Batch 300/1077 - Train Accuracy: 0.6530, Validation Accuracy: 0.6751, Loss: 0.4652 Epoch 5 Batch 301/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6673, Loss: 0.4593 Epoch 5 Batch 302/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6705, Loss: 0.4526 Epoch 5 Batch 303/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6737, Loss: 0.4777 Epoch 5 Batch 304/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6758, Loss: 0.4356 Epoch 5 Batch 305/1077 - Train Accuracy: 0.6699, Validation Accuracy: 0.6744, Loss: 0.4520 Epoch 5 Batch 306/1077 - Train Accuracy: 0.6722, Validation Accuracy: 0.6673, Loss: 0.4584 Epoch 5 Batch 307/1077 - Train Accuracy: 0.6209, Validation Accuracy: 0.6708, Loss: 0.4606 Epoch 5 Batch 308/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6598, Loss: 0.4866 Epoch 5 Batch 309/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6658, Loss: 0.4359 Epoch 5 Batch 310/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6719, Loss: 0.4822 Epoch 5 Batch 311/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6637, Loss: 0.4463 Epoch 5 Batch 312/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6744, Loss: 0.4901 Epoch 5 Batch 313/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6751, Loss: 0.4386 Epoch 5 Batch 314/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6776, Loss: 0.4648 Epoch 5 Batch 315/1077 - Train Accuracy: 0.6946, Validation Accuracy: 0.6726, Loss: 0.4337 Epoch 5 Batch 316/1077 - Train Accuracy: 0.6975, Validation Accuracy: 0.6854, Loss: 0.4371 Epoch 5 Batch 317/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.6882, Loss: 0.4946 Epoch 5 Batch 318/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6850, Loss: 0.4821 Epoch 5 Batch 319/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6815, Loss: 0.4697 Epoch 5 Batch 320/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6804, Loss: 0.4726 Epoch 5 Batch 321/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6818, Loss: 0.4679 Epoch 5 Batch 322/1077 - Train Accuracy: 0.6838, Validation Accuracy: 0.6939, Loss: 0.4453 Epoch 5 Batch 323/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6900, Loss: 0.4543 Epoch 5 Batch 324/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6793, Loss: 0.4638 Epoch 5 Batch 325/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6914, Loss: 0.4320 Epoch 5 Batch 326/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6839, Loss: 0.4440 Epoch 5 Batch 327/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6864, Loss: 0.4801 Epoch 5 Batch 328/1077 - Train Accuracy: 0.6856, Validation Accuracy: 0.6921, Loss: 0.4588 Epoch 5 Batch 329/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6744, Loss: 0.4733 Epoch 5 Batch 330/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6722, Loss: 0.4497 Epoch 5 Batch 331/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6832, Loss: 0.4640 Epoch 5 Batch 332/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6758, Loss: 0.4261 Epoch 5 Batch 333/1077 - Train Accuracy: 0.7150, Validation Accuracy: 0.6815, Loss: 0.4701 Epoch 5 Batch 334/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6793, Loss: 0.4493 Epoch 5 Batch 335/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.6800, Loss: 0.4356 Epoch 5 Batch 336/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.6726, Loss: 0.4665 Epoch 5 Batch 337/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6737, Loss: 0.4914 Epoch 5 Batch 338/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6783, Loss: 0.4852 Epoch 5 Batch 339/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6847, Loss: 0.4531 Epoch 5 Batch 340/1077 - Train Accuracy: 0.6653, Validation Accuracy: 0.6839, Loss: 0.4585 Epoch 5 Batch 341/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6854, Loss: 0.5018 Epoch 5 Batch 342/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6822, Loss: 0.4471 Epoch 5 Batch 343/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6903, Loss: 0.4785 Epoch 5 Batch 344/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.6879, Loss: 0.4588 Epoch 5 Batch 345/1077 - Train Accuracy: 0.6886, Validation Accuracy: 0.6921, Loss: 0.4484 Epoch 5 Batch 346/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6843, Loss: 0.4676 Epoch 5 Batch 347/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6825, Loss: 0.4263 Epoch 5 Batch 348/1077 - Train Accuracy: 0.6749, Validation Accuracy: 0.6882, Loss: 0.4475 Epoch 5 Batch 349/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6935, Loss: 0.4499 Epoch 5 Batch 350/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.6886, Loss: 0.4593 Epoch 5 Batch 351/1077 - Train Accuracy: 0.6616, Validation Accuracy: 0.6808, Loss: 0.4819 Epoch 5 Batch 352/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6783, Loss: 0.4681 Epoch 5 Batch 353/1077 - Train Accuracy: 0.6604, Validation Accuracy: 0.6797, Loss: 0.4897 Epoch 5 Batch 354/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6747, Loss: 0.4874 Epoch 5 Batch 355/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6847, Loss: 0.4511 Epoch 5 Batch 356/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6918, Loss: 0.4544 Epoch 5 Batch 357/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6800, Loss: 0.4360 Epoch 5 Batch 358/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6772, Loss: 0.4863 Epoch 5 Batch 359/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6843, Loss: 0.4698 Epoch 5 Batch 360/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6921, Loss: 0.4511 Epoch 5 Batch 361/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6950, Loss: 0.4804 Epoch 5 Batch 362/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6939, Loss: 0.4400 Epoch 5 Batch 363/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6708, Loss: 0.4766 Epoch 5 Batch 364/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.6737, Loss: 0.4762 Epoch 5 Batch 365/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6701, Loss: 0.4607 Epoch 5 Batch 366/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6733, Loss: 0.4712 Epoch 5 Batch 367/1077 - Train Accuracy: 0.7206, Validation Accuracy: 0.6747, Loss: 0.3963 Epoch 5 Batch 368/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6797, Loss: 0.4627 Epoch 5 Batch 369/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6715, Loss: 0.4463 Epoch 5 Batch 370/1077 - Train Accuracy: 0.6901, Validation Accuracy: 0.6634, Loss: 0.4484 Epoch 5 Batch 371/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6708, Loss: 0.4470 Epoch 5 Batch 372/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6705, Loss: 0.4470 Epoch 5 Batch 373/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6758, Loss: 0.4301 Epoch 5 Batch 374/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6761, Loss: 0.4863 Epoch 5 Batch 375/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.6818, Loss: 0.4241 Epoch 5 Batch 376/1077 - Train Accuracy: 0.6999, Validation Accuracy: 0.6939, Loss: 0.4352 Epoch 5 Batch 377/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6761, Loss: 0.4711 Epoch 5 Batch 378/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6832, Loss: 0.4461 Epoch 5 Batch 379/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6776, Loss: 0.4635 Epoch 5 Batch 380/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6701, Loss: 0.4392 Epoch 5 Batch 381/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6715, Loss: 0.4699 Epoch 5 Batch 382/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6879, Loss: 0.4646 Epoch 5 Batch 383/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6790, Loss: 0.4427 Epoch 5 Batch 384/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.6751, Loss: 0.4432 Epoch 5 Batch 385/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6751, Loss: 0.4641 Epoch 5 Batch 386/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6790, Loss: 0.4518 Epoch 5 Batch 387/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6832, Loss: 0.4335 Epoch 5 Batch 388/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6783, Loss: 0.4763 Epoch 5 Batch 389/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6822, Loss: 0.4531 Epoch 5 Batch 390/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6808, Loss: 0.4840 Epoch 5 Batch 391/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6729, Loss: 0.4472 Epoch 5 Batch 392/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6797, Loss: 0.4352 Epoch 5 Batch 393/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6694, Loss: 0.4438 Epoch 5 Batch 394/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6729, Loss: 0.4780 Epoch 5 Batch 395/1077 - Train Accuracy: 0.6819, Validation Accuracy: 0.6697, Loss: 0.4283 Epoch 5 Batch 396/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6839, Loss: 0.4668 Epoch 5 Batch 397/1077 - Train Accuracy: 0.6908, Validation Accuracy: 0.6793, Loss: 0.4568 Epoch 5 Batch 398/1077 - Train Accuracy: 0.6600, Validation Accuracy: 0.6765, Loss: 0.4725 Epoch 5 Batch 399/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6790, Loss: 0.4714 Epoch 5 Batch 400/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6808, Loss: 0.4650 Epoch 5 Batch 401/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6800, Loss: 0.4530 Epoch 5 Batch 402/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6928, Loss: 0.4310 Epoch 5 Batch 403/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6790, Loss: 0.4601 Epoch 5 Batch 404/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.6673, Loss: 0.4421 Epoch 5 Batch 405/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6722, Loss: 0.4889 Epoch 5 Batch 406/1077 - Train Accuracy: 0.7364, Validation Accuracy: 0.6871, Loss: 0.4368 Epoch 5 Batch 407/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.7006, Loss: 0.4715 Epoch 5 Batch 408/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6907, Loss: 0.4594 Epoch 5 Batch 409/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6886, Loss: 0.4698 Epoch 5 Batch 410/1077 - Train Accuracy: 0.6768, Validation Accuracy: 0.6935, Loss: 0.4714 Epoch 5 Batch 411/1077 - Train Accuracy: 0.6756, Validation Accuracy: 0.6942, Loss: 0.4301 Epoch 5 Batch 412/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6886, Loss: 0.4509 Epoch 5 Batch 413/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6939, Loss: 0.4553 Epoch 5 Batch 414/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6861, Loss: 0.4841 Epoch 5 Batch 415/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.6861, Loss: 0.4349 Epoch 5 Batch 416/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6903, Loss: 0.4506 Epoch 5 Batch 417/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6790, Loss: 0.4565 Epoch 5 Batch 418/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6914, Loss: 0.4559 Epoch 5 Batch 419/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.7013, Loss: 0.4640 Epoch 5 Batch 420/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.6992, Loss: 0.4397 Epoch 5 Batch 421/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6900, Loss: 0.4699 Epoch 5 Batch 422/1077 - Train Accuracy: 0.6778, Validation Accuracy: 0.6900, Loss: 0.4447 Epoch 5 Batch 423/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6861, Loss: 0.4615 Epoch 5 Batch 424/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6839, Loss: 0.4734 Epoch 5 Batch 425/1077 - Train Accuracy: 0.6786, Validation Accuracy: 0.6768, Loss: 0.4532 Epoch 5 Batch 426/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6729, Loss: 0.4657 Epoch 5 Batch 427/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6815, Loss: 0.4485 Epoch 5 Batch 428/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6811, Loss: 0.4211 Epoch 5 Batch 429/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6747, Loss: 0.4484 Epoch 5 Batch 430/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6871, Loss: 0.4505 Epoch 5 Batch 431/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6864, Loss: 0.4631 Epoch 5 Batch 432/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6868, Loss: 0.4366 Epoch 5 Batch 433/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6939, Loss: 0.4775 Epoch 5 Batch 434/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6907, Loss: 0.4772 Epoch 5 Batch 435/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6815, Loss: 0.4781 Epoch 5 Batch 436/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6875, Loss: 0.4440 Epoch 5 Batch 437/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6907, Loss: 0.4812 Epoch 5 Batch 438/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.7010, Loss: 0.4585 Epoch 5 Batch 439/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6562, Loss: 0.4757 Epoch 5 Batch 440/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6527, Loss: 0.4737 Epoch 5 Batch 441/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6715, Loss: 0.4442 Epoch 5 Batch 442/1077 - Train Accuracy: 0.6462, Validation Accuracy: 0.6864, Loss: 0.4426 Epoch 5 Batch 443/1077 - Train Accuracy: 0.6786, Validation Accuracy: 0.6850, Loss: 0.4380 Epoch 5 Batch 444/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6829, Loss: 0.4591 Epoch 5 Batch 445/1077 - Train Accuracy: 0.6365, Validation Accuracy: 0.6726, Loss: 0.4712 Epoch 5 Batch 446/1077 - Train Accuracy: 0.7072, Validation Accuracy: 0.6626, Loss: 0.4318 Epoch 5 Batch 447/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.6729, Loss: 0.4681 Epoch 5 Batch 448/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6690, Loss: 0.4534 Epoch 5 Batch 449/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6641, Loss: 0.4810 Epoch 5 Batch 450/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6797, Loss: 0.4312 Epoch 5 Batch 451/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.6815, Loss: 0.4199 Epoch 5 Batch 452/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.6839, Loss: 0.4636 Epoch 5 Batch 453/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6708, Loss: 0.4395 Epoch 5 Batch 454/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6683, Loss: 0.4840 Epoch 5 Batch 455/1077 - Train Accuracy: 0.6712, Validation Accuracy: 0.6722, Loss: 0.4402 Epoch 5 Batch 456/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6761, Loss: 0.4549 Epoch 5 Batch 457/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6871, Loss: 0.4346 Epoch 5 Batch 458/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6811, Loss: 0.4623 Epoch 5 Batch 459/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6847, Loss: 0.4305 Epoch 5 Batch 460/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.6839, Loss: 0.4728 Epoch 5 Batch 461/1077 - Train Accuracy: 0.7164, Validation Accuracy: 0.6825, Loss: 0.4545 Epoch 5 Batch 462/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6871, Loss: 0.4468 Epoch 5 Batch 463/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6790, Loss: 0.4647 Epoch 5 Batch 464/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6822, Loss: 0.4513 Epoch 5 Batch 465/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6864, Loss: 0.5055 Epoch 5 Batch 466/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6953, Loss: 0.4585 Epoch 5 Batch 467/1077 - Train Accuracy: 0.7046, Validation Accuracy: 0.6825, Loss: 0.4310 Epoch 5 Batch 468/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.6847, Loss: 0.4525 Epoch 5 Batch 469/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6903, Loss: 0.4804 Epoch 5 Batch 470/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6918, Loss: 0.4773 Epoch 5 Batch 471/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.6871, Loss: 0.4555 Epoch 5 Batch 472/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6680, Loss: 0.4253 Epoch 5 Batch 473/1077 - Train Accuracy: 0.6453, Validation Accuracy: 0.6680, Loss: 0.4694 Epoch 5 Batch 474/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6818, Loss: 0.4776 Epoch 5 Batch 475/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6875, Loss: 0.4498 Epoch 5 Batch 476/1077 - Train Accuracy: 0.6694, Validation Accuracy: 0.6832, Loss: 0.4512 Epoch 5 Batch 477/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.6765, Loss: 0.4290 Epoch 5 Batch 478/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6744, Loss: 0.4938 Epoch 5 Batch 479/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6754, Loss: 0.4752 Epoch 5 Batch 480/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6818, Loss: 0.4592 Epoch 5 Batch 481/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6854, Loss: 0.4512 Epoch 5 Batch 482/1077 - Train Accuracy: 0.6616, Validation Accuracy: 0.6918, Loss: 0.4776 Epoch 5 Batch 483/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6907, Loss: 0.4756 Epoch 5 Batch 484/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6907, Loss: 0.4464 Epoch 5 Batch 485/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.6836, Loss: 0.4753 Epoch 5 Batch 486/1077 - Train Accuracy: 0.7015, Validation Accuracy: 0.6882, Loss: 0.4586 Epoch 5 Batch 487/1077 - Train Accuracy: 0.6624, Validation Accuracy: 0.6882, Loss: 0.4805 Epoch 5 Batch 488/1077 - Train Accuracy: 0.6517, Validation Accuracy: 0.6825, Loss: 0.4627 Epoch 5 Batch 489/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6925, Loss: 0.4357 Epoch 5 Batch 490/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6879, Loss: 0.4681 Epoch 5 Batch 491/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6889, Loss: 0.4487 Epoch 5 Batch 492/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6914, Loss: 0.4751 Epoch 5 Batch 493/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6911, Loss: 0.4129 Epoch 5 Batch 494/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6843, Loss: 0.4385 Epoch 5 Batch 495/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6847, Loss: 0.4426 Epoch 5 Batch 496/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6886, Loss: 0.4589 Epoch 5 Batch 497/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6914, Loss: 0.4941 Epoch 5 Batch 498/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.6996, Loss: 0.4417 Epoch 5 Batch 499/1077 - Train Accuracy: 0.6544, Validation Accuracy: 0.7024, Loss: 0.4488 Epoch 5 Batch 500/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6914, Loss: 0.4463 Epoch 5 Batch 501/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6960, Loss: 0.4479 Epoch 5 Batch 502/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.6978, Loss: 0.4599 Epoch 5 Batch 503/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7063, Loss: 0.4534 Epoch 5 Batch 504/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.7060, Loss: 0.4645 Epoch 5 Batch 505/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7056, Loss: 0.4096 Epoch 5 Batch 506/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.7042, Loss: 0.4614 Epoch 5 Batch 507/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6911, Loss: 0.4472 Epoch 5 Batch 508/1077 - Train Accuracy: 0.6908, Validation Accuracy: 0.7013, Loss: 0.4394 Epoch 5 Batch 509/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.7127, Loss: 0.4715 Epoch 5 Batch 510/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7070, Loss: 0.4387 Epoch 5 Batch 511/1077 - Train Accuracy: 0.6546, Validation Accuracy: 0.7152, Loss: 0.4582 Epoch 5 Batch 512/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7106, Loss: 0.4392 Epoch 5 Batch 513/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.7028, Loss: 0.4494 Epoch 5 Batch 514/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.7049, Loss: 0.4587 Epoch 5 Batch 515/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6900, Loss: 0.4895 Epoch 5 Batch 516/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.6886, Loss: 0.4103 Epoch 5 Batch 517/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.6800, Loss: 0.4418 Epoch 5 Batch 518/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6875, Loss: 0.4443 Epoch 5 Batch 519/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6875, Loss: 0.4434 Epoch 5 Batch 520/1077 - Train Accuracy: 0.7232, Validation Accuracy: 0.6900, Loss: 0.4151 Epoch 5 Batch 521/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6893, Loss: 0.4306 Epoch 5 Batch 522/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6868, Loss: 0.4819 Epoch 5 Batch 523/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6953, Loss: 0.4644 Epoch 5 Batch 524/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6942, Loss: 0.4680 Epoch 5 Batch 525/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6825, Loss: 0.4408 Epoch 5 Batch 526/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6783, Loss: 0.4473 Epoch 5 Batch 527/1077 - Train Accuracy: 0.6439, Validation Accuracy: 0.6829, Loss: 0.4589 Epoch 5 Batch 528/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6818, Loss: 0.4422 Epoch 5 Batch 529/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6818, Loss: 0.4406 Epoch 5 Batch 530/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6786, Loss: 0.4736 Epoch 5 Batch 531/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.6690, Loss: 0.4543 Epoch 5 Batch 532/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6797, Loss: 0.4883 Epoch 5 Batch 533/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6722, Loss: 0.4682 Epoch 5 Batch 534/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6765, Loss: 0.4483 Epoch 5 Batch 535/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6783, Loss: 0.4524 Epoch 5 Batch 536/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6669, Loss: 0.4281 Epoch 5 Batch 537/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6772, Loss: 0.4626 Epoch 5 Batch 538/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.6808, Loss: 0.4279 Epoch 5 Batch 539/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6864, Loss: 0.4523 Epoch 5 Batch 540/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6729, Loss: 0.4219 Epoch 5 Batch 541/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6768, Loss: 0.4570 Epoch 5 Batch 542/1077 - Train Accuracy: 0.6699, Validation Accuracy: 0.6829, Loss: 0.4464 Epoch 5 Batch 543/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6768, Loss: 0.4520 Epoch 5 Batch 544/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6804, Loss: 0.4563 Epoch 5 Batch 545/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6811, Loss: 0.4779 Epoch 5 Batch 546/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6868, Loss: 0.4695 Epoch 5 Batch 547/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6868, Loss: 0.4408 Epoch 5 Batch 548/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6804, Loss: 0.4576 Epoch 5 Batch 549/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6953, Loss: 0.4677 Epoch 5 Batch 550/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6914, Loss: 0.4826 Epoch 5 Batch 551/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6854, Loss: 0.4658 Epoch 5 Batch 552/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6790, Loss: 0.4596 Epoch 5 Batch 553/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.6793, Loss: 0.4476 Epoch 5 Batch 554/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6729, Loss: 0.4636 Epoch 5 Batch 555/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6744, Loss: 0.4543 Epoch 5 Batch 556/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6712, Loss: 0.4383 Epoch 5 Batch 557/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6836, Loss: 0.4610 Epoch 5 Batch 558/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6882, Loss: 0.4419 Epoch 5 Batch 559/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6868, Loss: 0.4459 Epoch 5 Batch 560/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6950, Loss: 0.4344 Epoch 5 Batch 561/1077 - Train Accuracy: 0.7054, Validation Accuracy: 0.6928, Loss: 0.4368 Epoch 5 Batch 562/1077 - Train Accuracy: 0.7028, Validation Accuracy: 0.6950, Loss: 0.4167 Epoch 5 Batch 563/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6982, Loss: 0.4655 Epoch 5 Batch 564/1077 - Train Accuracy: 0.6854, Validation Accuracy: 0.6882, Loss: 0.4713 Epoch 5 Batch 565/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6999, Loss: 0.4497 Epoch 5 Batch 566/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6907, Loss: 0.4677 Epoch 5 Batch 567/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.7035, Loss: 0.4549 Epoch 5 Batch 568/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.6971, Loss: 0.4388 Epoch 5 Batch 569/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6957, Loss: 0.4506 Epoch 5 Batch 570/1077 - Train Accuracy: 0.6649, Validation Accuracy: 0.6918, Loss: 0.4760 Epoch 5 Batch 571/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6886, Loss: 0.4265 Epoch 5 Batch 572/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6978, Loss: 0.4175 Epoch 5 Batch 573/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6999, Loss: 0.4616 Epoch 5 Batch 574/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.7006, Loss: 0.4585 Epoch 5 Batch 575/1077 - Train Accuracy: 0.6767, Validation Accuracy: 0.7063, Loss: 0.4417 Epoch 5 Batch 576/1077 - Train Accuracy: 0.6850, Validation Accuracy: 0.7092, Loss: 0.4624 Epoch 5 Batch 577/1077 - Train Accuracy: 0.6579, Validation Accuracy: 0.7148, Loss: 0.4615 Epoch 5 Batch 578/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.7145, Loss: 0.4604 Epoch 5 Batch 579/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.7074, Loss: 0.4423 Epoch 5 Batch 580/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.6971, Loss: 0.4099 Epoch 5 Batch 581/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7045, Loss: 0.4369 Epoch 5 Batch 582/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7099, Loss: 0.4350 Epoch 5 Batch 583/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7021, Loss: 0.4711 Epoch 5 Batch 584/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.6900, Loss: 0.4466 Epoch 5 Batch 585/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.7013, Loss: 0.4273 Epoch 5 Batch 586/1077 - Train Accuracy: 0.6694, Validation Accuracy: 0.6871, Loss: 0.4648 Epoch 5 Batch 587/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.7013, Loss: 0.4255 Epoch 5 Batch 588/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6942, Loss: 0.4484 Epoch 5 Batch 589/1077 - Train Accuracy: 0.6933, Validation Accuracy: 0.6978, Loss: 0.4527 Epoch 5 Batch 590/1077 - Train Accuracy: 0.6271, Validation Accuracy: 0.6811, Loss: 0.4728 Epoch 5 Batch 591/1077 - Train Accuracy: 0.7006, Validation Accuracy: 0.6861, Loss: 0.4064 Epoch 5 Batch 592/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6903, Loss: 0.4454 Epoch 5 Batch 593/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6818, Loss: 0.4399 Epoch 5 Batch 594/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6886, Loss: 0.4623 Epoch 5 Batch 595/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6903, Loss: 0.4571 Epoch 5 Batch 596/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6914, Loss: 0.4628 Epoch 5 Batch 597/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6950, Loss: 0.4579 Epoch 5 Batch 598/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6974, Loss: 0.4309 Epoch 5 Batch 599/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6989, Loss: 0.4824 Epoch 5 Batch 600/1077 - Train Accuracy: 0.7128, Validation Accuracy: 0.6971, Loss: 0.4176 Epoch 5 Batch 601/1077 - Train Accuracy: 0.6663, Validation Accuracy: 0.7017, Loss: 0.4399 Epoch 5 Batch 602/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6900, Loss: 0.4511 Epoch 5 Batch 603/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6967, Loss: 0.4374 Epoch 5 Batch 604/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6882, Loss: 0.4589 Epoch 5 Batch 605/1077 - Train Accuracy: 0.7093, Validation Accuracy: 0.6737, Loss: 0.4563 Epoch 5 Batch 606/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7045, Loss: 0.4277 Epoch 5 Batch 607/1077 - Train Accuracy: 0.7308, Validation Accuracy: 0.6999, Loss: 0.4195 Epoch 5 Batch 608/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6942, Loss: 0.4573 Epoch 5 Batch 609/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.7074, Loss: 0.4575 Epoch 5 Batch 610/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.7092, Loss: 0.4573 Epoch 5 Batch 611/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6868, Loss: 0.4675 Epoch 5 Batch 612/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.7042, Loss: 0.4220 Epoch 5 Batch 613/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6992, Loss: 0.4642 Epoch 5 Batch 614/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.7067, Loss: 0.4312 Epoch 5 Batch 615/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6942, Loss: 0.4430 Epoch 5 Batch 616/1077 - Train Accuracy: 0.6567, Validation Accuracy: 0.6822, Loss: 0.4721 Epoch 5 Batch 617/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6918, Loss: 0.4345 Epoch 5 Batch 618/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6928, Loss: 0.4577 Epoch 5 Batch 619/1077 - Train Accuracy: 0.6604, Validation Accuracy: 0.6971, Loss: 0.4725 Epoch 5 Batch 620/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6783, Loss: 0.4338 Epoch 5 Batch 621/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.6871, Loss: 0.4414 Epoch 5 Batch 622/1077 - Train Accuracy: 0.6768, Validation Accuracy: 0.6882, Loss: 0.4853 Epoch 5 Batch 623/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6921, Loss: 0.4704 Epoch 5 Batch 624/1077 - Train Accuracy: 0.7076, Validation Accuracy: 0.6882, Loss: 0.4263 Epoch 5 Batch 625/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6953, Loss: 0.4471 Epoch 5 Batch 626/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6918, Loss: 0.4053 Epoch 5 Batch 627/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6918, Loss: 0.4526 Epoch 5 Batch 628/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6967, Loss: 0.4601 Epoch 5 Batch 629/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6985, Loss: 0.4600 Epoch 5 Batch 630/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6971, Loss: 0.4514 Epoch 5 Batch 631/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.7003, Loss: 0.4213 Epoch 5 Batch 632/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.7042, Loss: 0.4684 Epoch 5 Batch 633/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6999, Loss: 0.4407 Epoch 5 Batch 634/1077 - Train Accuracy: 0.6923, Validation Accuracy: 0.6939, Loss: 0.4270 Epoch 5 Batch 635/1077 - Train Accuracy: 0.6698, Validation Accuracy: 0.6800, Loss: 0.4722 Epoch 5 Batch 636/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6918, Loss: 0.4412 Epoch 5 Batch 637/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.7074, Loss: 0.4671 Epoch 5 Batch 638/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6829, Loss: 0.4312 Epoch 5 Batch 639/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6829, Loss: 0.4465 Epoch 5 Batch 640/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.7081, Loss: 0.4419 Epoch 5 Batch 641/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6857, Loss: 0.4345 Epoch 5 Batch 642/1077 - Train Accuracy: 0.6644, Validation Accuracy: 0.7013, Loss: 0.4519 Epoch 5 Batch 643/1077 - Train Accuracy: 0.6886, Validation Accuracy: 0.6985, Loss: 0.4242 Epoch 5 Batch 644/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7049, Loss: 0.4378 Epoch 5 Batch 645/1077 - Train Accuracy: 0.6853, Validation Accuracy: 0.7010, Loss: 0.4219 Epoch 5 Batch 646/1077 - Train Accuracy: 0.6856, Validation Accuracy: 0.7074, Loss: 0.4397 Epoch 5 Batch 647/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6999, Loss: 0.4508 Epoch 5 Batch 648/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6985, Loss: 0.4390 Epoch 5 Batch 649/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6996, Loss: 0.4595 Epoch 5 Batch 650/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6857, Loss: 0.4615 Epoch 5 Batch 651/1077 - Train Accuracy: 0.7061, Validation Accuracy: 0.6832, Loss: 0.4389 Epoch 5 Batch 652/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6836, Loss: 0.4671 Epoch 5 Batch 653/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6843, Loss: 0.4612 Epoch 5 Batch 654/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6889, Loss: 0.4349 Epoch 5 Batch 655/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6900, Loss: 0.4587 Epoch 5 Batch 656/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6875, Loss: 0.4572 Epoch 5 Batch 657/1077 - Train Accuracy: 0.6846, Validation Accuracy: 0.6811, Loss: 0.4725 Epoch 5 Batch 658/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6850, Loss: 0.4335 Epoch 5 Batch 659/1077 - Train Accuracy: 0.7001, Validation Accuracy: 0.6857, Loss: 0.4364 Epoch 5 Batch 660/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7024, Loss: 0.4565 Epoch 5 Batch 661/1077 - Train Accuracy: 0.7217, Validation Accuracy: 0.6918, Loss: 0.4134 Epoch 5 Batch 662/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6950, Loss: 0.4241 Epoch 5 Batch 663/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6903, Loss: 0.4250 Epoch 5 Batch 664/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6914, Loss: 0.4345 Epoch 5 Batch 665/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6886, Loss: 0.4611 Epoch 5 Batch 666/1077 - Train Accuracy: 0.6558, Validation Accuracy: 0.6847, Loss: 0.4679 Epoch 5 Batch 667/1077 - Train Accuracy: 0.6377, Validation Accuracy: 0.6903, Loss: 0.4754 Epoch 5 Batch 668/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6992, Loss: 0.4353 Epoch 5 Batch 669/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.7067, Loss: 0.4395 Epoch 5 Batch 670/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7031, Loss: 0.4109 Epoch 5 Batch 671/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6953, Loss: 0.4741 Epoch 5 Batch 672/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6779, Loss: 0.4437 Epoch 5 Batch 673/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6733, Loss: 0.4159 Epoch 5 Batch 674/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6765, Loss: 0.4520 Epoch 5 Batch 675/1077 - Train Accuracy: 0.7106, Validation Accuracy: 0.6744, Loss: 0.4309 Epoch 5 Batch 676/1077 - Train Accuracy: 0.7007, Validation Accuracy: 0.6875, Loss: 0.4565 Epoch 5 Batch 677/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6893, Loss: 0.4686 Epoch 5 Batch 678/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6886, Loss: 0.4219 Epoch 5 Batch 679/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6918, Loss: 0.4540 Epoch 5 Batch 680/1077 - Train Accuracy: 0.6700, Validation Accuracy: 0.6779, Loss: 0.4403 Epoch 5 Batch 681/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.7003, Loss: 0.4566 Epoch 5 Batch 682/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6907, Loss: 0.4667 Epoch 5 Batch 683/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6893, Loss: 0.4511 Epoch 5 Batch 684/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.6925, Loss: 0.4379 Epoch 5 Batch 685/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6903, Loss: 0.4469 Epoch 5 Batch 686/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6928, Loss: 0.4245 Epoch 5 Batch 687/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.6907, Loss: 0.4591 Epoch 5 Batch 688/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6935, Loss: 0.4334 Epoch 5 Batch 689/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6871, Loss: 0.4437 Epoch 5 Batch 690/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.6871, Loss: 0.4389 Epoch 5 Batch 691/1077 - Train Accuracy: 0.6591, Validation Accuracy: 0.6864, Loss: 0.4957 Epoch 5 Batch 692/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.6875, Loss: 0.4144 Epoch 5 Batch 693/1077 - Train Accuracy: 0.6053, Validation Accuracy: 0.6808, Loss: 0.5067 Epoch 5 Batch 694/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.6776, Loss: 0.4056 Epoch 5 Batch 695/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6772, Loss: 0.4343 Epoch 5 Batch 696/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6871, Loss: 0.4694 Epoch 5 Batch 697/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6864, Loss: 0.4303 Epoch 5 Batch 698/1077 - Train Accuracy: 0.6886, Validation Accuracy: 0.6847, Loss: 0.4176 Epoch 5 Batch 699/1077 - Train Accuracy: 0.6472, Validation Accuracy: 0.6694, Loss: 0.4685 Epoch 5 Batch 700/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6676, Loss: 0.4324 Epoch 5 Batch 701/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6772, Loss: 0.4570 Epoch 5 Batch 702/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6925, Loss: 0.4393 Epoch 5 Batch 703/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6886, Loss: 0.4634 Epoch 5 Batch 704/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6854, Loss: 0.4585 Epoch 5 Batch 705/1077 - Train Accuracy: 0.6694, Validation Accuracy: 0.6925, Loss: 0.4970 Epoch 5 Batch 706/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6815, Loss: 0.4492 Epoch 5 Batch 707/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.6836, Loss: 0.4426 Epoch 5 Batch 708/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6903, Loss: 0.4521 Epoch 5 Batch 709/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6861, Loss: 0.4638 Epoch 5 Batch 710/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6893, Loss: 0.4530 Epoch 5 Batch 711/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6886, Loss: 0.4662 Epoch 5 Batch 712/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6925, Loss: 0.4356 Epoch 5 Batch 713/1077 - Train Accuracy: 0.6964, Validation Accuracy: 0.6754, Loss: 0.4050 Epoch 5 Batch 714/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6310, Loss: 0.4906 Epoch 5 Batch 715/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6229, Loss: 0.4782 Epoch 5 Batch 716/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.6861, Loss: 0.4394 Epoch 5 Batch 717/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6591, Loss: 0.4619 Epoch 5 Batch 718/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6630, Loss: 0.4758 Epoch 5 Batch 719/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6499, Loss: 0.4542 Epoch 5 Batch 720/1077 - Train Accuracy: 0.6143, Validation Accuracy: 0.6392, Loss: 0.4818 Epoch 5 Batch 721/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6797, Loss: 0.4636 Epoch 5 Batch 722/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6889, Loss: 0.4616 Epoch 5 Batch 723/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6868, Loss: 0.4446 Epoch 5 Batch 724/1077 - Train Accuracy: 0.6694, Validation Accuracy: 0.6942, Loss: 0.4784 Epoch 5 Batch 725/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.7102, Loss: 0.4443 Epoch 5 Batch 726/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6548, Loss: 0.4270 Epoch 5 Batch 727/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.6509, Loss: 0.4156 Epoch 5 Batch 728/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6857, Loss: 0.4667 Epoch 5 Batch 729/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6918, Loss: 0.4662 Epoch 5 Batch 730/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.6875, Loss: 0.4638 Epoch 5 Batch 731/1077 - Train Accuracy: 0.6585, Validation Accuracy: 0.6861, Loss: 0.4495 Epoch 5 Batch 732/1077 - Train Accuracy: 0.6743, Validation Accuracy: 0.6783, Loss: 0.4674 Epoch 5 Batch 733/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6800, Loss: 0.4459 Epoch 5 Batch 734/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6768, Loss: 0.4692 Epoch 5 Batch 735/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6832, Loss: 0.4377 Epoch 5 Batch 736/1077 - Train Accuracy: 0.6476, Validation Accuracy: 0.6886, Loss: 0.4526 Epoch 5 Batch 737/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6942, Loss: 0.4756 Epoch 5 Batch 738/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.6797, Loss: 0.3984 Epoch 5 Batch 739/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.6687, Loss: 0.4272 Epoch 5 Batch 740/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6776, Loss: 0.4384 Epoch 5 Batch 741/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6804, Loss: 0.4476 Epoch 5 Batch 742/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6999, Loss: 0.4550 Epoch 5 Batch 743/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6992, Loss: 0.4417 Epoch 5 Batch 744/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6957, Loss: 0.4119 Epoch 5 Batch 745/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.6946, Loss: 0.4360 Epoch 5 Batch 746/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6971, Loss: 0.4282 Epoch 5 Batch 747/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.6864, Loss: 0.4224 Epoch 5 Batch 748/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6854, Loss: 0.4369 Epoch 5 Batch 749/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6818, Loss: 0.4543 Epoch 5 Batch 750/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6864, Loss: 0.4382 Epoch 5 Batch 751/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6989, Loss: 0.4243 Epoch 5 Batch 752/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.6903, Loss: 0.4072 Epoch 5 Batch 753/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6768, Loss: 0.4277 Epoch 5 Batch 754/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.6722, Loss: 0.4583 Epoch 5 Batch 755/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6644, Loss: 0.4474 Epoch 5 Batch 756/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.6857, Loss: 0.4313 Epoch 5 Batch 757/1077 - Train Accuracy: 0.6764, Validation Accuracy: 0.6896, Loss: 0.4599 Epoch 5 Batch 758/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.6950, Loss: 0.4078 Epoch 5 Batch 759/1077 - Train Accuracy: 0.7106, Validation Accuracy: 0.6864, Loss: 0.4087 Epoch 5 Batch 760/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6886, Loss: 0.4443 Epoch 5 Batch 761/1077 - Train Accuracy: 0.6587, Validation Accuracy: 0.6779, Loss: 0.4598 Epoch 5 Batch 762/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6847, Loss: 0.4248 Epoch 5 Batch 763/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6864, Loss: 0.4326 Epoch 5 Batch 764/1077 - Train Accuracy: 0.6908, Validation Accuracy: 0.6928, Loss: 0.4324 Epoch 5 Batch 765/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6925, Loss: 0.4384 Epoch 5 Batch 766/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6985, Loss: 0.4542 Epoch 5 Batch 767/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.6889, Loss: 0.4439 Epoch 5 Batch 768/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.6996, Loss: 0.4341 Epoch 5 Batch 769/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6861, Loss: 0.4380 Epoch 5 Batch 770/1077 - Train Accuracy: 0.7080, Validation Accuracy: 0.6790, Loss: 0.4075 Epoch 5 Batch 771/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6911, Loss: 0.4392 Epoch 5 Batch 772/1077 - Train Accuracy: 0.6644, Validation Accuracy: 0.6900, Loss: 0.4351 Epoch 5 Batch 773/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6871, Loss: 0.4270 Epoch 5 Batch 774/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6957, Loss: 0.4588 Epoch 5 Batch 775/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6836, Loss: 0.4348 Epoch 5 Batch 776/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6864, Loss: 0.4398 Epoch 5 Batch 777/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.6793, Loss: 0.4516 Epoch 5 Batch 778/1077 - Train Accuracy: 0.6834, Validation Accuracy: 0.6999, Loss: 0.4243 Epoch 5 Batch 779/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6989, Loss: 0.4440 Epoch 5 Batch 780/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6942, Loss: 0.4538 Epoch 5 Batch 781/1077 - Train Accuracy: 0.7210, Validation Accuracy: 0.6903, Loss: 0.4222 Epoch 5 Batch 782/1077 - Train Accuracy: 0.6827, Validation Accuracy: 0.7006, Loss: 0.4333 Epoch 5 Batch 783/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6772, Loss: 0.4300 Epoch 5 Batch 784/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6790, Loss: 0.4289 Epoch 5 Batch 785/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6985, Loss: 0.4236 Epoch 5 Batch 786/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6925, Loss: 0.4481 Epoch 5 Batch 787/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.7017, Loss: 0.3949 Epoch 5 Batch 788/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6900, Loss: 0.4434 Epoch 5 Batch 789/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6982, Loss: 0.4552 Epoch 5 Batch 790/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6911, Loss: 0.4837 Epoch 5 Batch 791/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7017, Loss: 0.4460 Epoch 5 Batch 792/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6935, Loss: 0.4492 Epoch 5 Batch 793/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.6960, Loss: 0.4308 Epoch 5 Batch 794/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.7003, Loss: 0.4473 Epoch 5 Batch 795/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6893, Loss: 0.4612 Epoch 5 Batch 796/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6928, Loss: 0.4439 Epoch 5 Batch 797/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6999, Loss: 0.4422 Epoch 5 Batch 798/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6957, Loss: 0.4487 Epoch 5 Batch 799/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6712, Loss: 0.4666 Epoch 5 Batch 800/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6911, Loss: 0.4396 Epoch 5 Batch 801/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6669, Loss: 0.4457 Epoch 5 Batch 802/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6705, Loss: 0.4400 Epoch 5 Batch 803/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.6839, Loss: 0.4526 Epoch 5 Batch 804/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6861, Loss: 0.4448 Epoch 5 Batch 805/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6751, Loss: 0.4356 Epoch 5 Batch 806/1077 - Train Accuracy: 0.6657, Validation Accuracy: 0.6875, Loss: 0.4464 Epoch 5 Batch 807/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6776, Loss: 0.4289 Epoch 5 Batch 808/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6804, Loss: 0.4537 Epoch 5 Batch 809/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6808, Loss: 0.4715 Epoch 5 Batch 810/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6942, Loss: 0.4125 Epoch 5 Batch 811/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.6900, Loss: 0.4080 Epoch 5 Batch 812/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6875, Loss: 0.4503 Epoch 5 Batch 813/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6957, Loss: 0.4347 Epoch 5 Batch 814/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6868, Loss: 0.4314 Epoch 5 Batch 815/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6811, Loss: 0.4448 Epoch 5 Batch 816/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.6918, Loss: 0.4553 Epoch 5 Batch 817/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6996, Loss: 0.4616 Epoch 5 Batch 818/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.7067, Loss: 0.4414 Epoch 5 Batch 819/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.6957, Loss: 0.4353 Epoch 5 Batch 820/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6825, Loss: 0.4778 Epoch 5 Batch 821/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6999, Loss: 0.4340 Epoch 5 Batch 822/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6907, Loss: 0.4454 Epoch 5 Batch 823/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6950, Loss: 0.4305 Epoch 5 Batch 824/1077 - Train Accuracy: 0.6979, Validation Accuracy: 0.6946, Loss: 0.4182 Epoch 5 Batch 825/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6914, Loss: 0.4322 Epoch 5 Batch 826/1077 - Train Accuracy: 0.6432, Validation Accuracy: 0.6857, Loss: 0.4171 Epoch 5 Batch 827/1077 - Train Accuracy: 0.6817, Validation Accuracy: 0.6825, Loss: 0.4482 Epoch 5 Batch 828/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6914, Loss: 0.4404 Epoch 5 Batch 829/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6868, Loss: 0.4516 Epoch 5 Batch 830/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6989, Loss: 0.4293 Epoch 5 Batch 831/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6804, Loss: 0.4446 Epoch 5 Batch 832/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6879, Loss: 0.4456 Epoch 5 Batch 833/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.6822, Loss: 0.4379 Epoch 5 Batch 834/1077 - Train Accuracy: 0.7287, Validation Accuracy: 0.6925, Loss: 0.4128 Epoch 5 Batch 835/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7035, Loss: 0.4323 Epoch 5 Batch 836/1077 - Train Accuracy: 0.6731, Validation Accuracy: 0.7038, Loss: 0.4451 Epoch 5 Batch 837/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6903, Loss: 0.4548 Epoch 5 Batch 838/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6939, Loss: 0.4215 Epoch 5 Batch 839/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.6854, Loss: 0.4239 Epoch 5 Batch 840/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6918, Loss: 0.4300 Epoch 5 Batch 841/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7060, Loss: 0.4439 Epoch 5 Batch 842/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7045, Loss: 0.4368 Epoch 5 Batch 843/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7021, Loss: 0.4101 Epoch 5 Batch 844/1077 - Train Accuracy: 0.6815, Validation Accuracy: 0.7031, Loss: 0.4121 Epoch 5 Batch 845/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6964, Loss: 0.4405 Epoch 5 Batch 846/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6932, Loss: 0.4405 Epoch 5 Batch 847/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6957, Loss: 0.4271 Epoch 5 Batch 848/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6900, Loss: 0.4516 Epoch 5 Batch 849/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.7028, Loss: 0.4226 Epoch 5 Batch 850/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6857, Loss: 0.4676 Epoch 5 Batch 851/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.7006, Loss: 0.4307 Epoch 5 Batch 852/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6932, Loss: 0.4425 Epoch 5 Batch 853/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.7049, Loss: 0.4186 Epoch 5 Batch 854/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7049, Loss: 0.4408 Epoch 5 Batch 855/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.7060, Loss: 0.4562 Epoch 5 Batch 856/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.6925, Loss: 0.4509 Epoch 5 Batch 857/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.7077, Loss: 0.4384 Epoch 5 Batch 858/1077 - Train Accuracy: 0.6819, Validation Accuracy: 0.6896, Loss: 0.4270 Epoch 5 Batch 859/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7017, Loss: 0.4465 Epoch 5 Batch 860/1077 - Train Accuracy: 0.6589, Validation Accuracy: 0.6978, Loss: 0.4439 Epoch 5 Batch 861/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.7013, Loss: 0.4353 Epoch 5 Batch 862/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.6967, Loss: 0.4293 Epoch 5 Batch 863/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.6911, Loss: 0.4175 Epoch 5 Batch 864/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6800, Loss: 0.4335 Epoch 5 Batch 865/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.6918, Loss: 0.3978 Epoch 5 Batch 866/1077 - Train Accuracy: 0.7072, Validation Accuracy: 0.7042, Loss: 0.4265 Epoch 5 Batch 867/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.7003, Loss: 0.4746 Epoch 5 Batch 868/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6996, Loss: 0.4410 Epoch 5 Batch 869/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6886, Loss: 0.4458 Epoch 5 Batch 870/1077 - Train Accuracy: 0.6567, Validation Accuracy: 0.6829, Loss: 0.4484 Epoch 5 Batch 871/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6829, Loss: 0.4501 Epoch 5 Batch 872/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6875, Loss: 0.4380 Epoch 5 Batch 873/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6971, Loss: 0.4431 Epoch 5 Batch 874/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.6804, Loss: 0.4381 Epoch 5 Batch 875/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.6971, Loss: 0.4298 Epoch 5 Batch 876/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6974, Loss: 0.4448 Epoch 5 Batch 877/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7003, Loss: 0.4223 Epoch 5 Batch 878/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6911, Loss: 0.4288 Epoch 5 Batch 879/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7021, Loss: 0.4182 Epoch 5 Batch 880/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7013, Loss: 0.4269 Epoch 5 Batch 881/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6903, Loss: 0.4491 Epoch 5 Batch 882/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.6836, Loss: 0.4552 Epoch 5 Batch 883/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6882, Loss: 0.4842 Epoch 5 Batch 884/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6854, Loss: 0.4196 Epoch 5 Batch 885/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.6946, Loss: 0.3748 Epoch 5 Batch 886/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6900, Loss: 0.4478 Epoch 5 Batch 887/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6868, Loss: 0.4466 Epoch 5 Batch 888/1077 - Train Accuracy: 0.6700, Validation Accuracy: 0.6275, Loss: 0.4826 Epoch 5 Batch 889/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6229, Loss: 0.4640 Epoch 5 Batch 890/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.6665, Loss: 0.4282 Epoch 5 Batch 891/1077 - Train Accuracy: 0.6974, Validation Accuracy: 0.6864, Loss: 0.4578 Epoch 5 Batch 892/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.6722, Loss: 0.4253 Epoch 5 Batch 893/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6683, Loss: 0.4592 Epoch 5 Batch 894/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.6829, Loss: 0.4106 Epoch 5 Batch 895/1077 - Train Accuracy: 0.6453, Validation Accuracy: 0.6818, Loss: 0.4564 Epoch 5 Batch 896/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6651, Loss: 0.4578 Epoch 5 Batch 897/1077 - Train Accuracy: 0.6905, Validation Accuracy: 0.6939, Loss: 0.4248 Epoch 5 Batch 898/1077 - Train Accuracy: 0.7106, Validation Accuracy: 0.6974, Loss: 0.4099 Epoch 5 Batch 899/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6815, Loss: 0.4542 Epoch 5 Batch 900/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6935, Loss: 0.4431 Epoch 5 Batch 901/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6971, Loss: 0.4339 Epoch 5 Batch 902/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6722, Loss: 0.4422 Epoch 5 Batch 903/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6690, Loss: 0.4262 Epoch 5 Batch 904/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.6964, Loss: 0.4364 Epoch 5 Batch 905/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6989, Loss: 0.4212 Epoch 5 Batch 906/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6946, Loss: 0.4203 Epoch 5 Batch 907/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6875, Loss: 0.4330 Epoch 5 Batch 908/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6818, Loss: 0.4486 Epoch 5 Batch 909/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6804, Loss: 0.4419 Epoch 5 Batch 910/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6761, Loss: 0.4266 Epoch 5 Batch 911/1077 - Train Accuracy: 0.7159, Validation Accuracy: 0.6591, Loss: 0.4181 Epoch 5 Batch 912/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6712, Loss: 0.4355 Epoch 5 Batch 913/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6687, Loss: 0.4474 Epoch 5 Batch 914/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.6815, Loss: 0.4061 Epoch 5 Batch 915/1077 - Train Accuracy: 0.6579, Validation Accuracy: 0.6896, Loss: 0.4757 Epoch 5 Batch 916/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6790, Loss: 0.4320 Epoch 5 Batch 917/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6758, Loss: 0.4382 Epoch 5 Batch 918/1077 - Train Accuracy: 0.7173, Validation Accuracy: 0.6886, Loss: 0.4038 Epoch 5 Batch 919/1077 - Train Accuracy: 0.6982, Validation Accuracy: 0.6811, Loss: 0.4301 Epoch 5 Batch 920/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6900, Loss: 0.4409 Epoch 5 Batch 921/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.7003, Loss: 0.4361 Epoch 5 Batch 922/1077 - Train Accuracy: 0.6901, Validation Accuracy: 0.6989, Loss: 0.4118 Epoch 5 Batch 923/1077 - Train Accuracy: 0.6423, Validation Accuracy: 0.6701, Loss: 0.4615 Epoch 5 Batch 924/1077 - Train Accuracy: 0.6826, Validation Accuracy: 0.6843, Loss: 0.4650 Epoch 5 Batch 925/1077 - Train Accuracy: 0.6927, Validation Accuracy: 0.6957, Loss: 0.4271 Epoch 5 Batch 926/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6989, Loss: 0.4466 Epoch 5 Batch 927/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6914, Loss: 0.4446 Epoch 5 Batch 928/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6843, Loss: 0.4166 Epoch 5 Batch 929/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.6800, Loss: 0.4459 Epoch 5 Batch 930/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6765, Loss: 0.4188 Epoch 5 Batch 931/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6839, Loss: 0.4327 Epoch 5 Batch 932/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6822, Loss: 0.4456 Epoch 5 Batch 933/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6850, Loss: 0.4344 Epoch 5 Batch 934/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6925, Loss: 0.4534 Epoch 5 Batch 935/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6900, Loss: 0.4610 Epoch 5 Batch 936/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6882, Loss: 0.4340 Epoch 5 Batch 937/1077 - Train Accuracy: 0.6854, Validation Accuracy: 0.6879, Loss: 0.4583 Epoch 5 Batch 938/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.6871, Loss: 0.4326 Epoch 5 Batch 939/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6921, Loss: 0.4253 Epoch 5 Batch 940/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6903, Loss: 0.4322 Epoch 5 Batch 941/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6996, Loss: 0.4127 Epoch 5 Batch 942/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.7021, Loss: 0.4450 Epoch 5 Batch 943/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6886, Loss: 0.4337 Epoch 5 Batch 944/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6911, Loss: 0.4253 Epoch 5 Batch 945/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.6918, Loss: 0.4026 Epoch 5 Batch 946/1077 - Train Accuracy: 0.6912, Validation Accuracy: 0.6957, Loss: 0.4251 Epoch 5 Batch 947/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6964, Loss: 0.4776 Epoch 5 Batch 948/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6928, Loss: 0.4326 Epoch 5 Batch 949/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.6921, Loss: 0.3885 Epoch 5 Batch 950/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.7003, Loss: 0.4088 Epoch 5 Batch 951/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6903, Loss: 0.4307 Epoch 5 Batch 952/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6960, Loss: 0.4193 Epoch 5 Batch 953/1077 - Train Accuracy: 0.7007, Validation Accuracy: 0.6946, Loss: 0.4353 Epoch 5 Batch 954/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.7031, Loss: 0.4579 Epoch 5 Batch 955/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.6896, Loss: 0.4260 Epoch 5 Batch 956/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.6839, Loss: 0.4143 Epoch 5 Batch 957/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.6928, Loss: 0.4105 Epoch 5 Batch 958/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6939, Loss: 0.4385 Epoch 5 Batch 959/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6850, Loss: 0.4157 Epoch 5 Batch 960/1077 - Train Accuracy: 0.7061, Validation Accuracy: 0.6886, Loss: 0.4285 Epoch 5 Batch 961/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6829, Loss: 0.4389 Epoch 5 Batch 962/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.6999, Loss: 0.4238 Epoch 5 Batch 963/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6829, Loss: 0.4710 Epoch 5 Batch 964/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6935, Loss: 0.4088 Epoch 5 Batch 965/1077 - Train Accuracy: 0.6221, Validation Accuracy: 0.6935, Loss: 0.4615 Epoch 5 Batch 966/1077 - Train Accuracy: 0.7306, Validation Accuracy: 0.6914, Loss: 0.3799 Epoch 5 Batch 967/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.6911, Loss: 0.4134 Epoch 5 Batch 968/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6882, Loss: 0.4651 Epoch 5 Batch 969/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6800, Loss: 0.4249 Epoch 5 Batch 970/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6722, Loss: 0.4358 Epoch 5 Batch 971/1077 - Train Accuracy: 0.7173, Validation Accuracy: 0.6854, Loss: 0.4134 Epoch 5 Batch 972/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6847, Loss: 0.4289 Epoch 5 Batch 973/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.6825, Loss: 0.4012 Epoch 5 Batch 974/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6942, Loss: 0.4470 Epoch 5 Batch 975/1077 - Train Accuracy: 0.7318, Validation Accuracy: 0.6889, Loss: 0.4101 Epoch 5 Batch 976/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6751, Loss: 0.4212 Epoch 5 Batch 977/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6783, Loss: 0.4205 Epoch 5 Batch 978/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.6854, Loss: 0.4331 Epoch 5 Batch 979/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6811, Loss: 0.4525 Epoch 5 Batch 980/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6818, Loss: 0.4439 Epoch 5 Batch 981/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6896, Loss: 0.4431 Epoch 5 Batch 982/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.6978, Loss: 0.4278 Epoch 5 Batch 983/1077 - Train Accuracy: 0.6513, Validation Accuracy: 0.6985, Loss: 0.4565 Epoch 5 Batch 984/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.7092, Loss: 0.4686 Epoch 5 Batch 985/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7024, Loss: 0.4207 Epoch 5 Batch 986/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.7099, Loss: 0.4306 Epoch 5 Batch 987/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.7145, Loss: 0.4109 Epoch 5 Batch 988/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.7120, Loss: 0.4348 Epoch 5 Batch 989/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.7035, Loss: 0.4435 Epoch 5 Batch 990/1077 - Train Accuracy: 0.6530, Validation Accuracy: 0.7092, Loss: 0.4500 Epoch 5 Batch 991/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.7109, Loss: 0.4340 Epoch 5 Batch 992/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.7077, Loss: 0.4445 Epoch 5 Batch 993/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.7063, Loss: 0.4039 Epoch 5 Batch 994/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.6946, Loss: 0.4262 Epoch 5 Batch 995/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.6911, Loss: 0.4124 Epoch 5 Batch 996/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6957, Loss: 0.4386 Epoch 5 Batch 997/1077 - Train Accuracy: 0.6928, Validation Accuracy: 0.7035, Loss: 0.4495 Epoch 5 Batch 998/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.7010, Loss: 0.4206 Epoch 5 Batch 999/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6953, Loss: 0.4291 Epoch 5 Batch 1000/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.6974, Loss: 0.3917 Epoch 5 Batch 1001/1077 - Train Accuracy: 0.7067, Validation Accuracy: 0.6996, Loss: 0.3998 Epoch 5 Batch 1002/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7077, Loss: 0.4148 Epoch 5 Batch 1003/1077 - Train Accuracy: 0.7175, Validation Accuracy: 0.7060, Loss: 0.4223 Epoch 5 Batch 1004/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7021, Loss: 0.4160 Epoch 5 Batch 1005/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.7038, Loss: 0.4387 Epoch 5 Batch 1006/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.7060, Loss: 0.4154 Epoch 5 Batch 1007/1077 - Train Accuracy: 0.7240, Validation Accuracy: 0.7038, Loss: 0.4028 Epoch 5 Batch 1008/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6950, Loss: 0.4318 Epoch 5 Batch 1009/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.6918, Loss: 0.4021 Epoch 5 Batch 1010/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.7021, Loss: 0.4368 Epoch 5 Batch 1011/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.7141, Loss: 0.4397 Epoch 5 Batch 1012/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6971, Loss: 0.4126 Epoch 5 Batch 1013/1077 - Train Accuracy: 0.6931, Validation Accuracy: 0.7017, Loss: 0.4150 Epoch 5 Batch 1014/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.7067, Loss: 0.4467 Epoch 5 Batch 1015/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.7003, Loss: 0.4501 Epoch 5 Batch 1016/1077 - Train Accuracy: 0.6462, Validation Accuracy: 0.7109, Loss: 0.4543 Epoch 5 Batch 1017/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.7102, Loss: 0.4367 Epoch 5 Batch 1018/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7042, Loss: 0.4241 Epoch 5 Batch 1019/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6967, Loss: 0.4682 Epoch 5 Batch 1020/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.6960, Loss: 0.4106 Epoch 5 Batch 1021/1077 - Train Accuracy: 0.6853, Validation Accuracy: 0.6914, Loss: 0.4367 Epoch 5 Batch 1022/1077 - Train Accuracy: 0.7150, Validation Accuracy: 0.6925, Loss: 0.4009 Epoch 5 Batch 1023/1077 - Train Accuracy: 0.7017, Validation Accuracy: 0.6772, Loss: 0.4028 Epoch 5 Batch 1024/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6879, Loss: 0.4409 Epoch 5 Batch 1025/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6854, Loss: 0.4173 Epoch 5 Batch 1026/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.6879, Loss: 0.3958 Epoch 5 Batch 1027/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6950, Loss: 0.4510 Epoch 5 Batch 1028/1077 - Train Accuracy: 0.6659, Validation Accuracy: 0.6886, Loss: 0.4471 Epoch 5 Batch 1029/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6871, Loss: 0.4218 Epoch 5 Batch 1030/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6935, Loss: 0.4341 Epoch 5 Batch 1031/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6925, Loss: 0.4588 Epoch 5 Batch 1032/1077 - Train Accuracy: 0.6782, Validation Accuracy: 0.6960, Loss: 0.4255 Epoch 5 Batch 1033/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6932, Loss: 0.4167 Epoch 5 Batch 1034/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6964, Loss: 0.4513 Epoch 5 Batch 1035/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.6989, Loss: 0.3876 Epoch 5 Batch 1036/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.7060, Loss: 0.4354 Epoch 5 Batch 1037/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.7017, Loss: 0.4484 Epoch 5 Batch 1038/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6996, Loss: 0.4332 Epoch 5 Batch 1039/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6982, Loss: 0.4030 Epoch 5 Batch 1040/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6918, Loss: 0.4426 Epoch 5 Batch 1041/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.7010, Loss: 0.4374 Epoch 5 Batch 1042/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6918, Loss: 0.4341 Epoch 5 Batch 1043/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6811, Loss: 0.4545 Epoch 5 Batch 1044/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6800, Loss: 0.4300 Epoch 5 Batch 1045/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6832, Loss: 0.4569 Epoch 5 Batch 1046/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6879, Loss: 0.4103 Epoch 5 Batch 1047/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6967, Loss: 0.4261 Epoch 5 Batch 1048/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6935, Loss: 0.4462 Epoch 5 Batch 1049/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6925, Loss: 0.4524 Epoch 5 Batch 1050/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6964, Loss: 0.4376 Epoch 5 Batch 1051/1077 - Train Accuracy: 0.7161, Validation Accuracy: 0.7138, Loss: 0.4095 Epoch 5 Batch 1052/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.6996, Loss: 0.4091 Epoch 5 Batch 1053/1077 - Train Accuracy: 0.7054, Validation Accuracy: 0.6911, Loss: 0.4123 Epoch 5 Batch 1054/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.7131, Loss: 0.4273 Epoch 5 Batch 1055/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6747, Loss: 0.4954 Epoch 5 Batch 1056/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6889, Loss: 0.4346 Epoch 5 Batch 1057/1077 - Train Accuracy: 0.6612, Validation Accuracy: 0.7010, Loss: 0.4534 Epoch 5 Batch 1058/1077 - Train Accuracy: 0.6616, Validation Accuracy: 0.6960, Loss: 0.4771 Epoch 5 Batch 1059/1077 - Train Accuracy: 0.6538, Validation Accuracy: 0.6641, Loss: 0.4680 Epoch 5 Batch 1060/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6871, Loss: 0.4180 Epoch 5 Batch 1061/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6829, Loss: 0.4504 Epoch 5 Batch 1062/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6708, Loss: 0.4514 Epoch 5 Batch 1063/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6903, Loss: 0.4474 Epoch 5 Batch 1064/1077 - Train Accuracy: 0.7289, Validation Accuracy: 0.6957, Loss: 0.4216 Epoch 5 Batch 1065/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6946, Loss: 0.4385 Epoch 5 Batch 1066/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6957, Loss: 0.4145 Epoch 5 Batch 1067/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.6911, Loss: 0.4401 Epoch 5 Batch 1068/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6729, Loss: 0.4205 Epoch 5 Batch 1069/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6737, Loss: 0.4034 Epoch 5 Batch 1070/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6737, Loss: 0.4474 Epoch 5 Batch 1071/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.6932, Loss: 0.4281 Epoch 5 Batch 1072/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6900, Loss: 0.4215 Epoch 5 Batch 1073/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6847, Loss: 0.4378 Epoch 5 Batch 1074/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.6985, Loss: 0.4413 Epoch 5 Batch 1075/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.6985, Loss: 0.4531 Epoch 6 Batch 1/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6946, Loss: 0.4297 Epoch 6 Batch 2/1077 - Train Accuracy: 0.6275, Validation Accuracy: 0.6900, Loss: 0.4553 Epoch 6 Batch 3/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6982, Loss: 0.4214 Epoch 6 Batch 4/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6978, Loss: 0.4444 Epoch 6 Batch 5/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6978, Loss: 0.4305 Epoch 6 Batch 6/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.6999, Loss: 0.4352 Epoch 6 Batch 7/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.7045, Loss: 0.4311 Epoch 6 Batch 8/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6950, Loss: 0.4173 Epoch 6 Batch 9/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.6914, Loss: 0.4307 Epoch 6 Batch 10/1077 - Train Accuracy: 0.7155, Validation Accuracy: 0.6971, Loss: 0.4427 Epoch 6 Batch 11/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.7049, Loss: 0.4340 Epoch 6 Batch 12/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.7067, Loss: 0.4522 Epoch 6 Batch 13/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7003, Loss: 0.4112 Epoch 6 Batch 14/1077 - Train Accuracy: 0.6931, Validation Accuracy: 0.6811, Loss: 0.3995 Epoch 6 Batch 15/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.6957, Loss: 0.4139 Epoch 6 Batch 16/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6964, Loss: 0.4253 Epoch 6 Batch 17/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.6942, Loss: 0.4208 Epoch 6 Batch 18/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6719, Loss: 0.4355 Epoch 6 Batch 19/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6900, Loss: 0.4205 Epoch 6 Batch 20/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.7010, Loss: 0.4225 Epoch 6 Batch 21/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6903, Loss: 0.4613 Epoch 6 Batch 22/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6992, Loss: 0.4281 Epoch 6 Batch 23/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6854, Loss: 0.4243 Epoch 6 Batch 24/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6758, Loss: 0.4215 Epoch 6 Batch 25/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6864, Loss: 0.4116 Epoch 6 Batch 26/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6754, Loss: 0.4563 Epoch 6 Batch 27/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.6861, Loss: 0.3996 Epoch 6 Batch 28/1077 - Train Accuracy: 0.7355, Validation Accuracy: 0.6683, Loss: 0.4193 Epoch 6 Batch 29/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6783, Loss: 0.4270 Epoch 6 Batch 30/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6861, Loss: 0.4337 Epoch 6 Batch 31/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.6843, Loss: 0.4190 Epoch 6 Batch 32/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.6999, Loss: 0.3920 Epoch 6 Batch 33/1077 - Train Accuracy: 0.6845, Validation Accuracy: 0.6928, Loss: 0.4037 Epoch 6 Batch 34/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6847, Loss: 0.4377 Epoch 6 Batch 35/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6861, Loss: 0.4251 Epoch 6 Batch 36/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6964, Loss: 0.4289 Epoch 6 Batch 37/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.7024, Loss: 0.4391 Epoch 6 Batch 38/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.7063, Loss: 0.4737 Epoch 6 Batch 39/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.7031, Loss: 0.4504 Epoch 6 Batch 40/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6982, Loss: 0.4419 Epoch 6 Batch 41/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.7095, Loss: 0.4358 Epoch 6 Batch 42/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.7106, Loss: 0.4483 Epoch 6 Batch 43/1077 - Train Accuracy: 0.6982, Validation Accuracy: 0.7152, Loss: 0.4452 Epoch 6 Batch 44/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.7021, Loss: 0.4349 Epoch 6 Batch 45/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7053, Loss: 0.4330 Epoch 6 Batch 46/1077 - Train Accuracy: 0.6295, Validation Accuracy: 0.6953, Loss: 0.4425 Epoch 6 Batch 47/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7021, Loss: 0.4233 Epoch 6 Batch 48/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7010, Loss: 0.4414 Epoch 6 Batch 49/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6974, Loss: 0.4351 Epoch 6 Batch 50/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.7024, Loss: 0.4257 Epoch 6 Batch 51/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7113, Loss: 0.4053 Epoch 6 Batch 52/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7145, Loss: 0.4372 Epoch 6 Batch 53/1077 - Train Accuracy: 0.6748, Validation Accuracy: 0.7131, Loss: 0.4504 Epoch 6 Batch 54/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.7067, Loss: 0.4483 Epoch 6 Batch 55/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7024, Loss: 0.4104 Epoch 6 Batch 56/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6928, Loss: 0.4073 Epoch 6 Batch 57/1077 - Train Accuracy: 0.6740, Validation Accuracy: 0.6925, Loss: 0.4041 Epoch 6 Batch 58/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6985, Loss: 0.4156 Epoch 6 Batch 59/1077 - Train Accuracy: 0.6472, Validation Accuracy: 0.7021, Loss: 0.4421 Epoch 6 Batch 60/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.7106, Loss: 0.4110 Epoch 6 Batch 61/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.7095, Loss: 0.4512 Epoch 6 Batch 62/1077 - Train Accuracy: 0.6768, Validation Accuracy: 0.7024, Loss: 0.4524 Epoch 6 Batch 63/1077 - Train Accuracy: 0.7232, Validation Accuracy: 0.6996, Loss: 0.3971 Epoch 6 Batch 64/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.7056, Loss: 0.4229 Epoch 6 Batch 65/1077 - Train Accuracy: 0.6702, Validation Accuracy: 0.7035, Loss: 0.4383 Epoch 6 Batch 66/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7049, Loss: 0.4131 Epoch 6 Batch 67/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6985, Loss: 0.4113 Epoch 6 Batch 68/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6942, Loss: 0.4422 Epoch 6 Batch 69/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.6967, Loss: 0.4289 Epoch 6 Batch 70/1077 - Train Accuracy: 0.6521, Validation Accuracy: 0.6921, Loss: 0.4417 Epoch 6 Batch 71/1077 - Train Accuracy: 0.7066, Validation Accuracy: 0.6893, Loss: 0.4155 Epoch 6 Batch 72/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6900, Loss: 0.4266 Epoch 6 Batch 73/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6907, Loss: 0.4367 Epoch 6 Batch 74/1077 - Train Accuracy: 0.7139, Validation Accuracy: 0.6889, Loss: 0.3892 Epoch 6 Batch 75/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6967, Loss: 0.4424 Epoch 6 Batch 76/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.6907, Loss: 0.4117 Epoch 6 Batch 77/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6960, Loss: 0.4308 Epoch 6 Batch 78/1077 - Train Accuracy: 0.6822, Validation Accuracy: 0.7131, Loss: 0.4326 Epoch 6 Batch 79/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6761, Loss: 0.4233 Epoch 6 Batch 80/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6879, Loss: 0.4331 Epoch 6 Batch 81/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.7013, Loss: 0.4053 Epoch 6 Batch 82/1077 - Train Accuracy: 0.7205, Validation Accuracy: 0.7053, Loss: 0.3882 Epoch 6 Batch 83/1077 - Train Accuracy: 0.6345, Validation Accuracy: 0.6999, Loss: 0.4468 Epoch 6 Batch 84/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.6960, Loss: 0.4270 Epoch 6 Batch 85/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6960, Loss: 0.4198 Epoch 6 Batch 86/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.6779, Loss: 0.4282 Epoch 6 Batch 87/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7056, Loss: 0.4334 Epoch 6 Batch 88/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.7056, Loss: 0.4299 Epoch 6 Batch 89/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.7120, Loss: 0.4378 Epoch 6 Batch 90/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.7145, Loss: 0.4371 Epoch 6 Batch 91/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.7152, Loss: 0.3831 Epoch 6 Batch 92/1077 - Train Accuracy: 0.6890, Validation Accuracy: 0.6967, Loss: 0.4163 Epoch 6 Batch 93/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.7120, Loss: 0.4339 Epoch 6 Batch 94/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7092, Loss: 0.3896 Epoch 6 Batch 95/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6946, Loss: 0.4272 Epoch 6 Batch 96/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.7024, Loss: 0.4048 Epoch 6 Batch 97/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.7021, Loss: 0.4016 Epoch 6 Batch 98/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.6982, Loss: 0.3970 Epoch 6 Batch 99/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.7134, Loss: 0.4320 Epoch 6 Batch 100/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.7102, Loss: 0.4231 Epoch 6 Batch 101/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7063, Loss: 0.4379 Epoch 6 Batch 102/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7120, Loss: 0.3960 Epoch 6 Batch 103/1077 - Train Accuracy: 0.6838, Validation Accuracy: 0.7191, Loss: 0.4695 Epoch 6 Batch 104/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.7159, Loss: 0.4596 Epoch 6 Batch 105/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7035, Loss: 0.4264 Epoch 6 Batch 106/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7010, Loss: 0.4293 Epoch 6 Batch 107/1077 - Train Accuracy: 0.6890, Validation Accuracy: 0.6999, Loss: 0.4044 Epoch 6 Batch 108/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.6864, Loss: 0.3903 Epoch 6 Batch 109/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6871, Loss: 0.4209 Epoch 6 Batch 110/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.6882, Loss: 0.4045 Epoch 6 Batch 111/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7070, Loss: 0.4200 Epoch 6 Batch 112/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.6989, Loss: 0.4079 Epoch 6 Batch 113/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6982, Loss: 0.4412 Epoch 6 Batch 114/1077 - Train Accuracy: 0.7228, Validation Accuracy: 0.6942, Loss: 0.3970 Epoch 6 Batch 115/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6992, Loss: 0.4342 Epoch 6 Batch 116/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6950, Loss: 0.4679 Epoch 6 Batch 117/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6950, Loss: 0.4406 Epoch 6 Batch 118/1077 - Train Accuracy: 0.6542, Validation Accuracy: 0.6918, Loss: 0.4628 Epoch 6 Batch 119/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6932, Loss: 0.4298 Epoch 6 Batch 120/1077 - Train Accuracy: 0.7063, Validation Accuracy: 0.6999, Loss: 0.4337 Epoch 6 Batch 121/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.7063, Loss: 0.4356 Epoch 6 Batch 122/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7003, Loss: 0.4109 Epoch 6 Batch 123/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6974, Loss: 0.3957 Epoch 6 Batch 124/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6903, Loss: 0.4425 Epoch 6 Batch 125/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.6935, Loss: 0.4180 Epoch 6 Batch 126/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6982, Loss: 0.4070 Epoch 6 Batch 127/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.6960, Loss: 0.3994 Epoch 6 Batch 128/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.6871, Loss: 0.3936 Epoch 6 Batch 129/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.6907, Loss: 0.4047 Epoch 6 Batch 130/1077 - Train Accuracy: 0.7165, Validation Accuracy: 0.6843, Loss: 0.3985 Epoch 6 Batch 131/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6914, Loss: 0.4219 Epoch 6 Batch 132/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6903, Loss: 0.4341 Epoch 6 Batch 133/1077 - Train Accuracy: 0.6649, Validation Accuracy: 0.6879, Loss: 0.4357 Epoch 6 Batch 134/1077 - Train Accuracy: 0.6968, Validation Accuracy: 0.6879, Loss: 0.3891 Epoch 6 Batch 135/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6960, Loss: 0.4215 Epoch 6 Batch 136/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.6900, Loss: 0.4060 Epoch 6 Batch 137/1077 - Train Accuracy: 0.7236, Validation Accuracy: 0.6793, Loss: 0.3907 Epoch 6 Batch 138/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6893, Loss: 0.4267 Epoch 6 Batch 139/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6893, Loss: 0.4307 Epoch 6 Batch 140/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6946, Loss: 0.4348 Epoch 6 Batch 141/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6925, Loss: 0.4316 Epoch 6 Batch 142/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6808, Loss: 0.4088 Epoch 6 Batch 143/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6864, Loss: 0.4270 Epoch 6 Batch 144/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.7013, Loss: 0.4543 Epoch 6 Batch 145/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.6893, Loss: 0.4283 Epoch 6 Batch 146/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.6829, Loss: 0.4256 Epoch 6 Batch 147/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6946, Loss: 0.4467 Epoch 6 Batch 148/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7053, Loss: 0.4058 Epoch 6 Batch 149/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6953, Loss: 0.4173 Epoch 6 Batch 150/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7095, Loss: 0.4103 Epoch 6 Batch 151/1077 - Train Accuracy: 0.6927, Validation Accuracy: 0.7063, Loss: 0.3915 Epoch 6 Batch 152/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7063, Loss: 0.4170 Epoch 6 Batch 153/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.6999, Loss: 0.4309 Epoch 6 Batch 154/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7006, Loss: 0.4408 Epoch 6 Batch 155/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6996, Loss: 0.4214 Epoch 6 Batch 156/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.7106, Loss: 0.4184 Epoch 6 Batch 157/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.7156, Loss: 0.4188 Epoch 6 Batch 158/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7006, Loss: 0.4168 Epoch 6 Batch 159/1077 - Train Accuracy: 0.6745, Validation Accuracy: 0.6886, Loss: 0.4024 Epoch 6 Batch 160/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7035, Loss: 0.4196 Epoch 6 Batch 161/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.6964, Loss: 0.4172 Epoch 6 Batch 162/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.6903, Loss: 0.4557 Epoch 6 Batch 163/1077 - Train Accuracy: 0.6846, Validation Accuracy: 0.6939, Loss: 0.4496 Epoch 6 Batch 164/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.6960, Loss: 0.4102 Epoch 6 Batch 165/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6925, Loss: 0.4370 Epoch 6 Batch 166/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.6932, Loss: 0.4113 Epoch 6 Batch 167/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6790, Loss: 0.4284 Epoch 6 Batch 168/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6964, Loss: 0.4427 Epoch 6 Batch 169/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.7113, Loss: 0.4066 Epoch 6 Batch 170/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.7202, Loss: 0.4456 Epoch 6 Batch 171/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7092, Loss: 0.3904 Epoch 6 Batch 172/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7085, Loss: 0.3914 Epoch 6 Batch 173/1077 - Train Accuracy: 0.6928, Validation Accuracy: 0.7028, Loss: 0.4445 Epoch 6 Batch 174/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7024, Loss: 0.4237 Epoch 6 Batch 175/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.7124, Loss: 0.4094 Epoch 6 Batch 176/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7042, Loss: 0.4381 Epoch 6 Batch 177/1077 - Train Accuracy: 0.7130, Validation Accuracy: 0.6974, Loss: 0.4289 Epoch 6 Batch 178/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.7035, Loss: 0.4084 Epoch 6 Batch 179/1077 - Train Accuracy: 0.7163, Validation Accuracy: 0.7099, Loss: 0.4254 Epoch 6 Batch 180/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6928, Loss: 0.4173 Epoch 6 Batch 181/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6946, Loss: 0.4250 Epoch 6 Batch 182/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.7141, Loss: 0.4301 Epoch 6 Batch 183/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7152, Loss: 0.4262 Epoch 6 Batch 184/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.7131, Loss: 0.4056 Epoch 6 Batch 185/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.7138, Loss: 0.4334 Epoch 6 Batch 186/1077 - Train Accuracy: 0.7146, Validation Accuracy: 0.6953, Loss: 0.4149 Epoch 6 Batch 187/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.6861, Loss: 0.4173 Epoch 6 Batch 188/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6886, Loss: 0.4298 Epoch 6 Batch 189/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.7074, Loss: 0.4236 Epoch 6 Batch 190/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6971, Loss: 0.4120 Epoch 6 Batch 191/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.6985, Loss: 0.3892 Epoch 6 Batch 192/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7010, Loss: 0.4303 Epoch 6 Batch 193/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.6832, Loss: 0.4063 Epoch 6 Batch 194/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.7010, Loss: 0.4108 Epoch 6 Batch 195/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7017, Loss: 0.4247 Epoch 6 Batch 196/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7031, Loss: 0.4132 Epoch 6 Batch 197/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7109, Loss: 0.4079 Epoch 6 Batch 198/1077 - Train Accuracy: 0.7165, Validation Accuracy: 0.7070, Loss: 0.4029 Epoch 6 Batch 199/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.7138, Loss: 0.3931 Epoch 6 Batch 200/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.7152, Loss: 0.4151 Epoch 6 Batch 201/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7269, Loss: 0.4022 Epoch 6 Batch 202/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7223, Loss: 0.4173 Epoch 6 Batch 203/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7255, Loss: 0.4142 Epoch 6 Batch 204/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7180, Loss: 0.4413 Epoch 6 Batch 205/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7138, Loss: 0.4134 Epoch 6 Batch 206/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.7010, Loss: 0.4146 Epoch 6 Batch 207/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6978, Loss: 0.4234 Epoch 6 Batch 208/1077 - Train Accuracy: 0.7042, Validation Accuracy: 0.6974, Loss: 0.4086 Epoch 6 Batch 209/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6974, Loss: 0.4019 Epoch 6 Batch 210/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.7063, Loss: 0.3936 Epoch 6 Batch 211/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6946, Loss: 0.4259 Epoch 6 Batch 212/1077 - Train Accuracy: 0.7054, Validation Accuracy: 0.6857, Loss: 0.3883 Epoch 6 Batch 213/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6911, Loss: 0.3951 Epoch 6 Batch 214/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6935, Loss: 0.4201 Epoch 6 Batch 215/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6925, Loss: 0.4349 Epoch 6 Batch 216/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6964, Loss: 0.4322 Epoch 6 Batch 217/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7038, Loss: 0.4110 Epoch 6 Batch 218/1077 - Train Accuracy: 0.7064, Validation Accuracy: 0.6903, Loss: 0.4461 Epoch 6 Batch 219/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.6946, Loss: 0.4070 Epoch 6 Batch 220/1077 - Train Accuracy: 0.7068, Validation Accuracy: 0.7038, Loss: 0.4359 Epoch 6 Batch 221/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7166, Loss: 0.4184 Epoch 6 Batch 222/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.7085, Loss: 0.4244 Epoch 6 Batch 223/1077 - Train Accuracy: 0.7076, Validation Accuracy: 0.7205, Loss: 0.4061 Epoch 6 Batch 224/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7227, Loss: 0.4133 Epoch 6 Batch 225/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7237, Loss: 0.4171 Epoch 6 Batch 226/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7227, Loss: 0.4104 Epoch 6 Batch 227/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.7180, Loss: 0.4460 Epoch 6 Batch 228/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7092, Loss: 0.3976 Epoch 6 Batch 229/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.6932, Loss: 0.4074 Epoch 6 Batch 230/1077 - Train Accuracy: 0.7225, Validation Accuracy: 0.6971, Loss: 0.3982 Epoch 6 Batch 231/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.7205, Loss: 0.4403 Epoch 6 Batch 232/1077 - Train Accuracy: 0.6735, Validation Accuracy: 0.7148, Loss: 0.4408 Epoch 6 Batch 233/1077 - Train Accuracy: 0.7063, Validation Accuracy: 0.7042, Loss: 0.4216 Epoch 6 Batch 234/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.6996, Loss: 0.4152 Epoch 6 Batch 235/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.6967, Loss: 0.3878 Epoch 6 Batch 236/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6960, Loss: 0.4309 Epoch 6 Batch 237/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.7010, Loss: 0.3882 Epoch 6 Batch 238/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6960, Loss: 0.4045 Epoch 6 Batch 239/1077 - Train Accuracy: 0.7013, Validation Accuracy: 0.6918, Loss: 0.3848 Epoch 6 Batch 240/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6832, Loss: 0.4017 Epoch 6 Batch 241/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.6893, Loss: 0.3826 Epoch 6 Batch 242/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6992, Loss: 0.4095 Epoch 6 Batch 243/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.7028, Loss: 0.4468 Epoch 6 Batch 244/1077 - Train Accuracy: 0.6896, Validation Accuracy: 0.6964, Loss: 0.3925 Epoch 6 Batch 245/1077 - Train Accuracy: 0.7001, Validation Accuracy: 0.6953, Loss: 0.3910 Epoch 6 Batch 246/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6999, Loss: 0.4153 Epoch 6 Batch 247/1077 - Train Accuracy: 0.7054, Validation Accuracy: 0.6911, Loss: 0.3912 Epoch 6 Batch 248/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7056, Loss: 0.3984 Epoch 6 Batch 249/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6989, Loss: 0.4017 Epoch 6 Batch 250/1077 - Train Accuracy: 0.6850, Validation Accuracy: 0.7049, Loss: 0.3939 Epoch 6 Batch 251/1077 - Train Accuracy: 0.6901, Validation Accuracy: 0.7109, Loss: 0.4216 Epoch 6 Batch 252/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7056, Loss: 0.3942 Epoch 6 Batch 253/1077 - Train Accuracy: 0.7333, Validation Accuracy: 0.7056, Loss: 0.3812 Epoch 6 Batch 254/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7003, Loss: 0.4145 Epoch 6 Batch 255/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6932, Loss: 0.4071 Epoch 6 Batch 256/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7077, Loss: 0.4620 Epoch 6 Batch 257/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6907, Loss: 0.4002 Epoch 6 Batch 258/1077 - Train Accuracy: 0.7481, Validation Accuracy: 0.7031, Loss: 0.3913 Epoch 6 Batch 259/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6978, Loss: 0.4164 Epoch 6 Batch 260/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6989, Loss: 0.3941 Epoch 6 Batch 261/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6992, Loss: 0.4072 Epoch 6 Batch 262/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.7116, Loss: 0.4092 Epoch 6 Batch 263/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7070, Loss: 0.4095 Epoch 6 Batch 264/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.7074, Loss: 0.4393 Epoch 6 Batch 265/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7120, Loss: 0.4175 Epoch 6 Batch 266/1077 - Train Accuracy: 0.6782, Validation Accuracy: 0.7056, Loss: 0.4157 Epoch 6 Batch 267/1077 - Train Accuracy: 0.7003, Validation Accuracy: 0.6911, Loss: 0.3916 Epoch 6 Batch 268/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.6953, Loss: 0.4307 Epoch 6 Batch 269/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7145, Loss: 0.4337 Epoch 6 Batch 270/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7177, Loss: 0.4388 Epoch 6 Batch 271/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7141, Loss: 0.3964 Epoch 6 Batch 272/1077 - Train Accuracy: 0.6912, Validation Accuracy: 0.7070, Loss: 0.4462 Epoch 6 Batch 273/1077 - Train Accuracy: 0.6931, Validation Accuracy: 0.6964, Loss: 0.4100 Epoch 6 Batch 274/1077 - Train Accuracy: 0.6979, Validation Accuracy: 0.6971, Loss: 0.4071 Epoch 6 Batch 275/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6960, Loss: 0.3951 Epoch 6 Batch 276/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.7049, Loss: 0.4358 Epoch 6 Batch 277/1077 - Train Accuracy: 0.7228, Validation Accuracy: 0.7081, Loss: 0.3819 Epoch 6 Batch 278/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6992, Loss: 0.4478 Epoch 6 Batch 279/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6942, Loss: 0.4670 Epoch 6 Batch 280/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7163, Loss: 0.4172 Epoch 6 Batch 281/1077 - Train Accuracy: 0.7090, Validation Accuracy: 0.7124, Loss: 0.4132 Epoch 6 Batch 282/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.7131, Loss: 0.4347 Epoch 6 Batch 283/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7152, Loss: 0.4034 Epoch 6 Batch 284/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7127, Loss: 0.4305 Epoch 6 Batch 285/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.7074, Loss: 0.3954 Epoch 6 Batch 286/1077 - Train Accuracy: 0.7005, Validation Accuracy: 0.7060, Loss: 0.3879 Epoch 6 Batch 287/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6985, Loss: 0.4117 Epoch 6 Batch 288/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.7049, Loss: 0.4400 Epoch 6 Batch 289/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6971, Loss: 0.4159 Epoch 6 Batch 290/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.6918, Loss: 0.4307 Epoch 6 Batch 291/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6921, Loss: 0.4135 Epoch 6 Batch 292/1077 - Train Accuracy: 0.7124, Validation Accuracy: 0.6882, Loss: 0.4043 Epoch 6 Batch 293/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6822, Loss: 0.4432 Epoch 6 Batch 294/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.6907, Loss: 0.3915 Epoch 6 Batch 295/1077 - Train Accuracy: 0.7007, Validation Accuracy: 0.7198, Loss: 0.4176 Epoch 6 Batch 296/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.6893, Loss: 0.3949 Epoch 6 Batch 297/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.7049, Loss: 0.4362 Epoch 6 Batch 298/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6839, Loss: 0.4342 Epoch 6 Batch 299/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6932, Loss: 0.4016 Epoch 6 Batch 300/1077 - Train Accuracy: 0.7048, Validation Accuracy: 0.6811, Loss: 0.4108 Epoch 6 Batch 301/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6978, Loss: 0.4154 Epoch 6 Batch 302/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6825, Loss: 0.4077 Epoch 6 Batch 303/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6900, Loss: 0.4287 Epoch 6 Batch 304/1077 - Train Accuracy: 0.6979, Validation Accuracy: 0.6907, Loss: 0.3891 Epoch 6 Batch 305/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6790, Loss: 0.4053 Epoch 6 Batch 306/1077 - Train Accuracy: 0.7050, Validation Accuracy: 0.6680, Loss: 0.4116 Epoch 6 Batch 307/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6836, Loss: 0.4130 Epoch 6 Batch 308/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6861, Loss: 0.4402 Epoch 6 Batch 309/1077 - Train Accuracy: 0.7139, Validation Accuracy: 0.6893, Loss: 0.3794 Epoch 6 Batch 310/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.6978, Loss: 0.4299 Epoch 6 Batch 311/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6996, Loss: 0.3977 Epoch 6 Batch 312/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7049, Loss: 0.4409 Epoch 6 Batch 313/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.7099, Loss: 0.3948 Epoch 6 Batch 314/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.7138, Loss: 0.4122 Epoch 6 Batch 315/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7067, Loss: 0.3822 Epoch 6 Batch 316/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7088, Loss: 0.3906 Epoch 6 Batch 317/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7134, Loss: 0.4459 Epoch 6 Batch 318/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.7163, Loss: 0.4314 Epoch 6 Batch 319/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7141, Loss: 0.4282 Epoch 6 Batch 320/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7017, Loss: 0.4283 Epoch 6 Batch 321/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.7056, Loss: 0.4169 Epoch 6 Batch 322/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.7102, Loss: 0.4064 Epoch 6 Batch 323/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7038, Loss: 0.4085 Epoch 6 Batch 324/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7205, Loss: 0.4198 Epoch 6 Batch 325/1077 - Train Accuracy: 0.7202, Validation Accuracy: 0.7219, Loss: 0.3828 Epoch 6 Batch 326/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.7241, Loss: 0.3933 Epoch 6 Batch 327/1077 - Train Accuracy: 0.7063, Validation Accuracy: 0.7145, Loss: 0.4299 Epoch 6 Batch 328/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.7124, Loss: 0.4110 Epoch 6 Batch 329/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.7138, Loss: 0.4211 Epoch 6 Batch 330/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7063, Loss: 0.4012 Epoch 6 Batch 331/1077 - Train Accuracy: 0.7233, Validation Accuracy: 0.7038, Loss: 0.4172 Epoch 6 Batch 332/1077 - Train Accuracy: 0.7173, Validation Accuracy: 0.7003, Loss: 0.3766 Epoch 6 Batch 333/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7060, Loss: 0.4204 Epoch 6 Batch 334/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7209, Loss: 0.3985 Epoch 6 Batch 335/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.7077, Loss: 0.3878 Epoch 6 Batch 336/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7042, Loss: 0.4248 Epoch 6 Batch 337/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.7042, Loss: 0.4430 Epoch 6 Batch 338/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7031, Loss: 0.4366 Epoch 6 Batch 339/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7216, Loss: 0.4121 Epoch 6 Batch 340/1077 - Train Accuracy: 0.7011, Validation Accuracy: 0.7138, Loss: 0.4070 Epoch 6 Batch 341/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7188, Loss: 0.4570 Epoch 6 Batch 342/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.7159, Loss: 0.4002 Epoch 6 Batch 343/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.7106, Loss: 0.4317 Epoch 6 Batch 344/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7223, Loss: 0.4129 Epoch 6 Batch 345/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7092, Loss: 0.4057 Epoch 6 Batch 346/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.7021, Loss: 0.4186 Epoch 6 Batch 347/1077 - Train Accuracy: 0.7132, Validation Accuracy: 0.7134, Loss: 0.3815 Epoch 6 Batch 348/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.7127, Loss: 0.4041 Epoch 6 Batch 349/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.7134, Loss: 0.4085 Epoch 6 Batch 350/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7113, Loss: 0.4088 Epoch 6 Batch 351/1077 - Train Accuracy: 0.6846, Validation Accuracy: 0.7035, Loss: 0.4339 Epoch 6 Batch 352/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6911, Loss: 0.4164 Epoch 6 Batch 353/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.6964, Loss: 0.4393 Epoch 6 Batch 354/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7060, Loss: 0.4377 Epoch 6 Batch 355/1077 - Train Accuracy: 0.6827, Validation Accuracy: 0.7063, Loss: 0.4059 Epoch 6 Batch 356/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7156, Loss: 0.4032 Epoch 6 Batch 357/1077 - Train Accuracy: 0.6845, Validation Accuracy: 0.7148, Loss: 0.3914 Epoch 6 Batch 358/1077 - Train Accuracy: 0.6575, Validation Accuracy: 0.7099, Loss: 0.4375 Epoch 6 Batch 359/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.7148, Loss: 0.4214 Epoch 6 Batch 360/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7045, Loss: 0.4093 Epoch 6 Batch 361/1077 - Train Accuracy: 0.6928, Validation Accuracy: 0.7159, Loss: 0.4307 Epoch 6 Batch 362/1077 - Train Accuracy: 0.6968, Validation Accuracy: 0.7156, Loss: 0.3956 Epoch 6 Batch 363/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.7177, Loss: 0.4291 Epoch 6 Batch 364/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.7102, Loss: 0.4228 Epoch 6 Batch 365/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.7113, Loss: 0.4067 Epoch 6 Batch 366/1077 - Train Accuracy: 0.7207, Validation Accuracy: 0.7010, Loss: 0.4267 Epoch 6 Batch 367/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7063, Loss: 0.3538 Epoch 6 Batch 368/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.6992, Loss: 0.4162 Epoch 6 Batch 369/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.6935, Loss: 0.4013 Epoch 6 Batch 370/1077 - Train Accuracy: 0.6990, Validation Accuracy: 0.6928, Loss: 0.4034 Epoch 6 Batch 371/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7070, Loss: 0.4025 Epoch 6 Batch 372/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7067, Loss: 0.4008 Epoch 6 Batch 373/1077 - Train Accuracy: 0.7247, Validation Accuracy: 0.7056, Loss: 0.3884 Epoch 6 Batch 374/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.7060, Loss: 0.4325 Epoch 6 Batch 375/1077 - Train Accuracy: 0.7358, Validation Accuracy: 0.6985, Loss: 0.3806 Epoch 6 Batch 376/1077 - Train Accuracy: 0.7127, Validation Accuracy: 0.7028, Loss: 0.3889 Epoch 6 Batch 377/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7003, Loss: 0.4158 Epoch 6 Batch 378/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.7042, Loss: 0.3976 Epoch 6 Batch 379/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.7013, Loss: 0.4199 Epoch 6 Batch 380/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.6978, Loss: 0.3926 Epoch 6 Batch 381/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7021, Loss: 0.4193 Epoch 6 Batch 382/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.7077, Loss: 0.4205 Epoch 6 Batch 383/1077 - Train Accuracy: 0.6700, Validation Accuracy: 0.7028, Loss: 0.3988 Epoch 6 Batch 384/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7035, Loss: 0.4023 Epoch 6 Batch 385/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.7006, Loss: 0.4143 Epoch 6 Batch 386/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.7152, Loss: 0.4017 Epoch 6 Batch 387/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.6871, Loss: 0.3890 Epoch 6 Batch 388/1077 - Train Accuracy: 0.7050, Validation Accuracy: 0.6946, Loss: 0.4319 Epoch 6 Batch 389/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.6889, Loss: 0.4068 Epoch 6 Batch 390/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6982, Loss: 0.4429 Epoch 6 Batch 391/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7081, Loss: 0.4040 Epoch 6 Batch 392/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.7251, Loss: 0.3871 Epoch 6 Batch 393/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.7237, Loss: 0.3972 Epoch 6 Batch 394/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7223, Loss: 0.4352 Epoch 6 Batch 395/1077 - Train Accuracy: 0.7143, Validation Accuracy: 0.7173, Loss: 0.3826 Epoch 6 Batch 396/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7198, Loss: 0.4236 Epoch 6 Batch 397/1077 - Train Accuracy: 0.7001, Validation Accuracy: 0.7234, Loss: 0.4075 Epoch 6 Batch 398/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.7049, Loss: 0.4224 Epoch 6 Batch 399/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.7013, Loss: 0.4230 Epoch 6 Batch 400/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7053, Loss: 0.4187 Epoch 6 Batch 401/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7219, Loss: 0.4047 Epoch 6 Batch 402/1077 - Train Accuracy: 0.7363, Validation Accuracy: 0.7166, Loss: 0.3823 Epoch 6 Batch 403/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7166, Loss: 0.4123 Epoch 6 Batch 404/1077 - Train Accuracy: 0.7467, Validation Accuracy: 0.7120, Loss: 0.3983 Epoch 6 Batch 405/1077 - Train Accuracy: 0.7146, Validation Accuracy: 0.7170, Loss: 0.4384 Epoch 6 Batch 406/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7145, Loss: 0.3912 Epoch 6 Batch 407/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7202, Loss: 0.4229 Epoch 6 Batch 408/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7173, Loss: 0.4154 Epoch 6 Batch 409/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.7290, Loss: 0.4258 Epoch 6 Batch 410/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7216, Loss: 0.4189 Epoch 6 Batch 411/1077 - Train Accuracy: 0.7013, Validation Accuracy: 0.7049, Loss: 0.3916 Epoch 6 Batch 412/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7056, Loss: 0.3965 Epoch 6 Batch 413/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7088, Loss: 0.4043 Epoch 6 Batch 414/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.7113, Loss: 0.4349 Epoch 6 Batch 415/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7074, Loss: 0.3920 Epoch 6 Batch 416/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7152, Loss: 0.3970 Epoch 6 Batch 417/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.7148, Loss: 0.4076 Epoch 6 Batch 418/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.7060, Loss: 0.4051 Epoch 6 Batch 419/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.7095, Loss: 0.4143 Epoch 6 Batch 420/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.6967, Loss: 0.3924 Epoch 6 Batch 421/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6900, Loss: 0.4250 Epoch 6 Batch 422/1077 - Train Accuracy: 0.7028, Validation Accuracy: 0.6999, Loss: 0.4017 Epoch 6 Batch 423/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7148, Loss: 0.4062 Epoch 6 Batch 424/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.7116, Loss: 0.4180 Epoch 6 Batch 425/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.7102, Loss: 0.4042 Epoch 6 Batch 426/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7028, Loss: 0.4177 Epoch 6 Batch 427/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6953, Loss: 0.4008 Epoch 6 Batch 428/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.6939, Loss: 0.3805 Epoch 6 Batch 429/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7159, Loss: 0.4055 Epoch 6 Batch 430/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7195, Loss: 0.4081 Epoch 6 Batch 431/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.7063, Loss: 0.4118 Epoch 6 Batch 432/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7095, Loss: 0.3894 Epoch 6 Batch 433/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.7088, Loss: 0.4259 Epoch 6 Batch 434/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.7170, Loss: 0.4266 Epoch 6 Batch 435/1077 - Train Accuracy: 0.7356, Validation Accuracy: 0.7159, Loss: 0.4299 Epoch 6 Batch 436/1077 - Train Accuracy: 0.6901, Validation Accuracy: 0.6964, Loss: 0.3912 Epoch 6 Batch 437/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6960, Loss: 0.4333 Epoch 6 Batch 438/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6942, Loss: 0.4124 Epoch 6 Batch 439/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7085, Loss: 0.4341 Epoch 6 Batch 440/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6800, Loss: 0.4259 Epoch 6 Batch 441/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6822, Loss: 0.3957 Epoch 6 Batch 442/1077 - Train Accuracy: 0.6815, Validation Accuracy: 0.6903, Loss: 0.3938 Epoch 6 Batch 443/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.6797, Loss: 0.3914 Epoch 6 Batch 444/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6950, Loss: 0.4042 Epoch 6 Batch 445/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6811, Loss: 0.4243 Epoch 6 Batch 446/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.6854, Loss: 0.3900 Epoch 6 Batch 447/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6857, Loss: 0.4222 Epoch 6 Batch 448/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6747, Loss: 0.4099 Epoch 6 Batch 449/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6879, Loss: 0.4332 Epoch 6 Batch 450/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.6875, Loss: 0.3838 Epoch 6 Batch 451/1077 - Train Accuracy: 0.7080, Validation Accuracy: 0.6921, Loss: 0.3727 Epoch 6 Batch 452/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7038, Loss: 0.4145 Epoch 6 Batch 453/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.6996, Loss: 0.3952 Epoch 6 Batch 454/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6900, Loss: 0.4314 Epoch 6 Batch 455/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.6996, Loss: 0.3981 Epoch 6 Batch 456/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.7063, Loss: 0.4034 Epoch 6 Batch 457/1077 - Train Accuracy: 0.7128, Validation Accuracy: 0.7134, Loss: 0.3890 Epoch 6 Batch 458/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.7113, Loss: 0.4200 Epoch 6 Batch 459/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7134, Loss: 0.3844 Epoch 6 Batch 460/1077 - Train Accuracy: 0.7289, Validation Accuracy: 0.7116, Loss: 0.4297 Epoch 6 Batch 461/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7163, Loss: 0.4037 Epoch 6 Batch 462/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7205, Loss: 0.4032 Epoch 6 Batch 463/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7085, Loss: 0.4202 Epoch 6 Batch 464/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7085, Loss: 0.3970 Epoch 6 Batch 465/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.7060, Loss: 0.4705 Epoch 6 Batch 466/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.7060, Loss: 0.4131 Epoch 6 Batch 467/1077 - Train Accuracy: 0.7329, Validation Accuracy: 0.7060, Loss: 0.3861 Epoch 6 Batch 468/1077 - Train Accuracy: 0.7091, Validation Accuracy: 0.7102, Loss: 0.4066 Epoch 6 Batch 469/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7088, Loss: 0.4292 Epoch 6 Batch 470/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.7074, Loss: 0.4268 Epoch 6 Batch 471/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7049, Loss: 0.4057 Epoch 6 Batch 472/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.7205, Loss: 0.3756 Epoch 6 Batch 473/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.7198, Loss: 0.4159 Epoch 6 Batch 474/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7202, Loss: 0.4270 Epoch 6 Batch 475/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7109, Loss: 0.3974 Epoch 6 Batch 476/1077 - Train Accuracy: 0.7122, Validation Accuracy: 0.7038, Loss: 0.3963 Epoch 6 Batch 477/1077 - Train Accuracy: 0.7548, Validation Accuracy: 0.7145, Loss: 0.3880 Epoch 6 Batch 478/1077 - Train Accuracy: 0.7212, Validation Accuracy: 0.7173, Loss: 0.4349 Epoch 6 Batch 479/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.7141, Loss: 0.4211 Epoch 6 Batch 480/1077 - Train Accuracy: 0.7405, Validation Accuracy: 0.7053, Loss: 0.4015 Epoch 6 Batch 481/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.7127, Loss: 0.4014 Epoch 6 Batch 482/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.7156, Loss: 0.4195 Epoch 6 Batch 483/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7159, Loss: 0.4273 Epoch 6 Batch 484/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7063, Loss: 0.3935 Epoch 6 Batch 485/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7156, Loss: 0.4181 Epoch 6 Batch 486/1077 - Train Accuracy: 0.7056, Validation Accuracy: 0.7124, Loss: 0.4059 Epoch 6 Batch 487/1077 - Train Accuracy: 0.6826, Validation Accuracy: 0.7216, Loss: 0.4278 Epoch 6 Batch 488/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.7074, Loss: 0.4049 Epoch 6 Batch 489/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.7063, Loss: 0.3900 Epoch 6 Batch 490/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7212, Loss: 0.4176 Epoch 6 Batch 491/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.7152, Loss: 0.3976 Epoch 6 Batch 492/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.7156, Loss: 0.4244 Epoch 6 Batch 493/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7237, Loss: 0.3656 Epoch 6 Batch 494/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.7124, Loss: 0.3908 Epoch 6 Batch 495/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7063, Loss: 0.3945 Epoch 6 Batch 496/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7138, Loss: 0.4174 Epoch 6 Batch 497/1077 - Train Accuracy: 0.7011, Validation Accuracy: 0.7315, Loss: 0.4356 Epoch 6 Batch 498/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7287, Loss: 0.3930 Epoch 6 Batch 499/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.7266, Loss: 0.4062 Epoch 6 Batch 500/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.7219, Loss: 0.3938 Epoch 6 Batch 501/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7163, Loss: 0.4028 Epoch 6 Batch 502/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7191, Loss: 0.4040 Epoch 6 Batch 503/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7131, Loss: 0.4042 Epoch 6 Batch 504/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7127, Loss: 0.4189 Epoch 6 Batch 505/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7109, Loss: 0.3651 Epoch 6 Batch 506/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.7134, Loss: 0.4202 Epoch 6 Batch 507/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.7184, Loss: 0.4037 Epoch 6 Batch 508/1077 - Train Accuracy: 0.7292, Validation Accuracy: 0.7131, Loss: 0.3923 Epoch 6 Batch 509/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7180, Loss: 0.4223 Epoch 6 Batch 510/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7077, Loss: 0.3856 Epoch 6 Batch 511/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6999, Loss: 0.4111 Epoch 6 Batch 512/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.6992, Loss: 0.3921 Epoch 6 Batch 513/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.7095, Loss: 0.4024 Epoch 6 Batch 514/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.7024, Loss: 0.4112 Epoch 6 Batch 515/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6964, Loss: 0.4322 Epoch 6 Batch 516/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.6967, Loss: 0.3693 Epoch 6 Batch 517/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.6818, Loss: 0.3964 Epoch 6 Batch 518/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.6932, Loss: 0.3919 Epoch 6 Batch 519/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.6982, Loss: 0.4009 Epoch 6 Batch 520/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7216, Loss: 0.3677 Epoch 6 Batch 521/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.6925, Loss: 0.3813 Epoch 6 Batch 522/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6964, Loss: 0.4365 Epoch 6 Batch 523/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.7173, Loss: 0.4194 Epoch 6 Batch 524/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.7166, Loss: 0.4202 Epoch 6 Batch 525/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7166, Loss: 0.3901 Epoch 6 Batch 526/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.7038, Loss: 0.3973 Epoch 6 Batch 527/1077 - Train Accuracy: 0.7163, Validation Accuracy: 0.7124, Loss: 0.4065 Epoch 6 Batch 528/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7109, Loss: 0.3878 Epoch 6 Batch 529/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7188, Loss: 0.3947 Epoch 6 Batch 530/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.7223, Loss: 0.4272 Epoch 6 Batch 531/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7095, Loss: 0.4013 Epoch 6 Batch 532/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.7070, Loss: 0.4412 Epoch 6 Batch 533/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7159, Loss: 0.4220 Epoch 6 Batch 534/1077 - Train Accuracy: 0.6819, Validation Accuracy: 0.6967, Loss: 0.4048 Epoch 6 Batch 535/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6935, Loss: 0.4023 Epoch 6 Batch 536/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.6886, Loss: 0.3852 Epoch 6 Batch 537/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.6836, Loss: 0.4190 Epoch 6 Batch 538/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.6950, Loss: 0.3812 Epoch 6 Batch 539/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7045, Loss: 0.4050 Epoch 6 Batch 540/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7017, Loss: 0.3706 Epoch 6 Batch 541/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.7038, Loss: 0.4071 Epoch 6 Batch 542/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6996, Loss: 0.4061 Epoch 6 Batch 543/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7042, Loss: 0.4061 Epoch 6 Batch 544/1077 - Train Accuracy: 0.6598, Validation Accuracy: 0.7017, Loss: 0.4092 Epoch 6 Batch 545/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.6967, Loss: 0.4253 Epoch 6 Batch 546/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6935, Loss: 0.4155 Epoch 6 Batch 547/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.6942, Loss: 0.3884 Epoch 6 Batch 548/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7085, Loss: 0.4102 Epoch 6 Batch 549/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.7049, Loss: 0.4256 Epoch 6 Batch 550/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.7127, Loss: 0.4333 Epoch 6 Batch 551/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7191, Loss: 0.4208 Epoch 6 Batch 552/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7145, Loss: 0.4123 Epoch 6 Batch 553/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7145, Loss: 0.4107 Epoch 6 Batch 554/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7173, Loss: 0.4216 Epoch 6 Batch 555/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7148, Loss: 0.4015 Epoch 6 Batch 556/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7077, Loss: 0.3887 Epoch 6 Batch 557/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7145, Loss: 0.4005 Epoch 6 Batch 558/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7021, Loss: 0.3937 Epoch 6 Batch 559/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6957, Loss: 0.4008 Epoch 6 Batch 560/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7106, Loss: 0.3902 Epoch 6 Batch 561/1077 - Train Accuracy: 0.7292, Validation Accuracy: 0.7113, Loss: 0.3926 Epoch 6 Batch 562/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7099, Loss: 0.3753 Epoch 6 Batch 563/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.7116, Loss: 0.4217 Epoch 6 Batch 564/1077 - Train Accuracy: 0.7278, Validation Accuracy: 0.7109, Loss: 0.4227 Epoch 6 Batch 565/1077 - Train Accuracy: 0.6908, Validation Accuracy: 0.7124, Loss: 0.4050 Epoch 6 Batch 566/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7170, Loss: 0.4186 Epoch 6 Batch 567/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7191, Loss: 0.4096 Epoch 6 Batch 568/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7177, Loss: 0.3900 Epoch 6 Batch 569/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7074, Loss: 0.4029 Epoch 6 Batch 570/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.7145, Loss: 0.4249 Epoch 6 Batch 571/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7209, Loss: 0.3828 Epoch 6 Batch 572/1077 - Train Accuracy: 0.7325, Validation Accuracy: 0.7223, Loss: 0.3713 Epoch 6 Batch 573/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7227, Loss: 0.4222 Epoch 6 Batch 574/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.7248, Loss: 0.4110 Epoch 6 Batch 575/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.7255, Loss: 0.3988 Epoch 6 Batch 576/1077 - Train Accuracy: 0.7134, Validation Accuracy: 0.7184, Loss: 0.4167 Epoch 6 Batch 577/1077 - Train Accuracy: 0.6990, Validation Accuracy: 0.7177, Loss: 0.4167 Epoch 6 Batch 578/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7173, Loss: 0.4096 Epoch 6 Batch 579/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7227, Loss: 0.3920 Epoch 6 Batch 580/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7159, Loss: 0.3671 Epoch 6 Batch 581/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7124, Loss: 0.3899 Epoch 6 Batch 582/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7060, Loss: 0.3964 Epoch 6 Batch 583/1077 - Train Accuracy: 0.7220, Validation Accuracy: 0.6957, Loss: 0.4286 Epoch 6 Batch 584/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.7060, Loss: 0.4007 Epoch 6 Batch 585/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7120, Loss: 0.3841 Epoch 6 Batch 586/1077 - Train Accuracy: 0.6982, Validation Accuracy: 0.7120, Loss: 0.4132 Epoch 6 Batch 587/1077 - Train Accuracy: 0.7444, Validation Accuracy: 0.7049, Loss: 0.3793 Epoch 6 Batch 588/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7180, Loss: 0.3975 Epoch 6 Batch 589/1077 - Train Accuracy: 0.7097, Validation Accuracy: 0.7219, Loss: 0.4073 Epoch 6 Batch 590/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.7163, Loss: 0.4269 Epoch 6 Batch 591/1077 - Train Accuracy: 0.7315, Validation Accuracy: 0.7124, Loss: 0.3685 Epoch 6 Batch 592/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7138, Loss: 0.4081 Epoch 6 Batch 593/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7085, Loss: 0.3998 Epoch 6 Batch 594/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7184, Loss: 0.4133 Epoch 6 Batch 595/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.7241, Loss: 0.4075 Epoch 6 Batch 596/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7095, Loss: 0.4203 Epoch 6 Batch 597/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7088, Loss: 0.4119 Epoch 6 Batch 598/1077 - Train Accuracy: 0.7042, Validation Accuracy: 0.7166, Loss: 0.3891 Epoch 6 Batch 599/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.7124, Loss: 0.4427 Epoch 6 Batch 600/1077 - Train Accuracy: 0.7444, Validation Accuracy: 0.7209, Loss: 0.3728 Epoch 6 Batch 601/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.7134, Loss: 0.3961 Epoch 6 Batch 602/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.7067, Loss: 0.4092 Epoch 6 Batch 603/1077 - Train Accuracy: 0.7165, Validation Accuracy: 0.7131, Loss: 0.3950 Epoch 6 Batch 604/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.7017, Loss: 0.4127 Epoch 6 Batch 605/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.6911, Loss: 0.4159 Epoch 6 Batch 606/1077 - Train Accuracy: 0.7269, Validation Accuracy: 0.7056, Loss: 0.3835 Epoch 6 Batch 607/1077 - Train Accuracy: 0.7369, Validation Accuracy: 0.7070, Loss: 0.3827 Epoch 6 Batch 608/1077 - Train Accuracy: 0.7090, Validation Accuracy: 0.7070, Loss: 0.4207 Epoch 6 Batch 609/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7173, Loss: 0.4150 Epoch 6 Batch 610/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.7170, Loss: 0.4088 Epoch 6 Batch 611/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.7212, Loss: 0.4222 Epoch 6 Batch 612/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.7085, Loss: 0.3791 Epoch 6 Batch 613/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.7109, Loss: 0.4183 Epoch 6 Batch 614/1077 - Train Accuracy: 0.7065, Validation Accuracy: 0.7134, Loss: 0.3926 Epoch 6 Batch 615/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7099, Loss: 0.3991 Epoch 6 Batch 616/1077 - Train Accuracy: 0.6591, Validation Accuracy: 0.7163, Loss: 0.4242 Epoch 6 Batch 617/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.7145, Loss: 0.3962 Epoch 6 Batch 618/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7081, Loss: 0.4144 Epoch 6 Batch 619/1077 - Train Accuracy: 0.6608, Validation Accuracy: 0.7145, Loss: 0.4287 Epoch 6 Batch 620/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.7166, Loss: 0.3957 Epoch 6 Batch 621/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7223, Loss: 0.3996 Epoch 6 Batch 622/1077 - Train Accuracy: 0.7307, Validation Accuracy: 0.7102, Loss: 0.4304 Epoch 6 Batch 623/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.6971, Loss: 0.4213 Epoch 6 Batch 624/1077 - Train Accuracy: 0.7388, Validation Accuracy: 0.7017, Loss: 0.3808 Epoch 6 Batch 625/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7099, Loss: 0.3952 Epoch 6 Batch 626/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7124, Loss: 0.3636 Epoch 6 Batch 627/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7077, Loss: 0.4062 Epoch 6 Batch 628/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.7173, Loss: 0.4058 Epoch 6 Batch 629/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7152, Loss: 0.4056 Epoch 6 Batch 630/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.7163, Loss: 0.3985 Epoch 6 Batch 631/1077 - Train Accuracy: 0.7065, Validation Accuracy: 0.7198, Loss: 0.3802 Epoch 6 Batch 632/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7202, Loss: 0.4133 Epoch 6 Batch 633/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7209, Loss: 0.3925 Epoch 6 Batch 634/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7191, Loss: 0.3823 Epoch 6 Batch 635/1077 - Train Accuracy: 0.6974, Validation Accuracy: 0.7198, Loss: 0.4236 Epoch 6 Batch 636/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.7248, Loss: 0.3930 Epoch 6 Batch 637/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.7244, Loss: 0.4162 Epoch 6 Batch 638/1077 - Train Accuracy: 0.7028, Validation Accuracy: 0.7156, Loss: 0.3800 Epoch 6 Batch 639/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7031, Loss: 0.3905 Epoch 6 Batch 640/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7024, Loss: 0.3926 Epoch 6 Batch 641/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.7028, Loss: 0.3927 Epoch 6 Batch 642/1077 - Train Accuracy: 0.6845, Validation Accuracy: 0.7170, Loss: 0.3982 Epoch 6 Batch 643/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7038, Loss: 0.3730 Epoch 6 Batch 644/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7134, Loss: 0.3938 Epoch 6 Batch 645/1077 - Train Accuracy: 0.7221, Validation Accuracy: 0.7156, Loss: 0.3799 Epoch 6 Batch 646/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7124, Loss: 0.3944 Epoch 6 Batch 647/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7269, Loss: 0.3960 Epoch 6 Batch 648/1077 - Train Accuracy: 0.7072, Validation Accuracy: 0.7202, Loss: 0.3852 Epoch 6 Batch 649/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7166, Loss: 0.4076 Epoch 6 Batch 650/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.7266, Loss: 0.4108 Epoch 6 Batch 651/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7152, Loss: 0.3923 Epoch 6 Batch 652/1077 - Train Accuracy: 0.7553, Validation Accuracy: 0.7230, Loss: 0.4173 Epoch 6 Batch 653/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.7127, Loss: 0.4182 Epoch 6 Batch 654/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7191, Loss: 0.3997 Epoch 6 Batch 655/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7141, Loss: 0.4194 Epoch 6 Batch 656/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7092, Loss: 0.4116 Epoch 6 Batch 657/1077 - Train Accuracy: 0.7052, Validation Accuracy: 0.7205, Loss: 0.4304 Epoch 6 Batch 658/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7170, Loss: 0.3862 Epoch 6 Batch 659/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7216, Loss: 0.3912 Epoch 6 Batch 660/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7241, Loss: 0.4189 Epoch 6 Batch 661/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7102, Loss: 0.3744 Epoch 6 Batch 662/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7063, Loss: 0.3776 Epoch 6 Batch 663/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7177, Loss: 0.3803 Epoch 6 Batch 664/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7219, Loss: 0.3884 Epoch 6 Batch 665/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.7095, Loss: 0.4167 Epoch 6 Batch 666/1077 - Train Accuracy: 0.7142, Validation Accuracy: 0.7021, Loss: 0.4169 Epoch 6 Batch 667/1077 - Train Accuracy: 0.6464, Validation Accuracy: 0.6950, Loss: 0.4247 Epoch 6 Batch 668/1077 - Train Accuracy: 0.6849, Validation Accuracy: 0.6960, Loss: 0.3981 Epoch 6 Batch 669/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7234, Loss: 0.3888 Epoch 6 Batch 670/1077 - Train Accuracy: 0.7404, Validation Accuracy: 0.7216, Loss: 0.3661 Epoch 6 Batch 671/1077 - Train Accuracy: 0.7056, Validation Accuracy: 0.7202, Loss: 0.4285 Epoch 6 Batch 672/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.7191, Loss: 0.3882 Epoch 6 Batch 673/1077 - Train Accuracy: 0.7362, Validation Accuracy: 0.7170, Loss: 0.3707 Epoch 6 Batch 674/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7195, Loss: 0.3975 Epoch 6 Batch 675/1077 - Train Accuracy: 0.7519, Validation Accuracy: 0.7212, Loss: 0.3815 Epoch 6 Batch 676/1077 - Train Accuracy: 0.7245, Validation Accuracy: 0.7095, Loss: 0.4065 Epoch 6 Batch 677/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.7063, Loss: 0.4184 Epoch 6 Batch 678/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7021, Loss: 0.3761 Epoch 6 Batch 679/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6989, Loss: 0.3981 Epoch 6 Batch 680/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.7148, Loss: 0.3976 Epoch 6 Batch 681/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7290, Loss: 0.4131 Epoch 6 Batch 682/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.7230, Loss: 0.4104 Epoch 6 Batch 683/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.7223, Loss: 0.4030 Epoch 6 Batch 684/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7173, Loss: 0.3857 Epoch 6 Batch 685/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7099, Loss: 0.3975 Epoch 6 Batch 686/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7195, Loss: 0.3740 Epoch 6 Batch 687/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7141, Loss: 0.4119 Epoch 6 Batch 688/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.7148, Loss: 0.3885 Epoch 6 Batch 689/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7134, Loss: 0.3947 Epoch 6 Batch 690/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7173, Loss: 0.3881 Epoch 6 Batch 691/1077 - Train Accuracy: 0.7130, Validation Accuracy: 0.7212, Loss: 0.4374 Epoch 6 Batch 692/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7102, Loss: 0.3652 Epoch 6 Batch 693/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.7074, Loss: 0.4628 Epoch 6 Batch 694/1077 - Train Accuracy: 0.7124, Validation Accuracy: 0.7156, Loss: 0.3623 Epoch 6 Batch 695/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7188, Loss: 0.3844 Epoch 6 Batch 696/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.7177, Loss: 0.4203 Epoch 6 Batch 697/1077 - Train Accuracy: 0.7297, Validation Accuracy: 0.7134, Loss: 0.3884 Epoch 6 Batch 698/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7085, Loss: 0.3682 Epoch 6 Batch 699/1077 - Train Accuracy: 0.6822, Validation Accuracy: 0.6967, Loss: 0.4180 Epoch 6 Batch 700/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6989, Loss: 0.3850 Epoch 6 Batch 701/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7109, Loss: 0.4069 Epoch 6 Batch 702/1077 - Train Accuracy: 0.7068, Validation Accuracy: 0.7013, Loss: 0.3911 Epoch 6 Batch 703/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.7070, Loss: 0.4161 Epoch 6 Batch 704/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7198, Loss: 0.4080 Epoch 6 Batch 705/1077 - Train Accuracy: 0.7122, Validation Accuracy: 0.7177, Loss: 0.4487 Epoch 6 Batch 706/1077 - Train Accuracy: 0.6722, Validation Accuracy: 0.7177, Loss: 0.4033 Epoch 6 Batch 707/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7180, Loss: 0.3943 Epoch 6 Batch 708/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7198, Loss: 0.4040 Epoch 6 Batch 709/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7074, Loss: 0.4182 Epoch 6 Batch 710/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.7053, Loss: 0.4088 Epoch 6 Batch 711/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7159, Loss: 0.4255 Epoch 6 Batch 712/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7184, Loss: 0.3812 Epoch 6 Batch 713/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7195, Loss: 0.3657 Epoch 6 Batch 714/1077 - Train Accuracy: 0.6834, Validation Accuracy: 0.6896, Loss: 0.4430 Epoch 6 Batch 715/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6982, Loss: 0.4177 Epoch 6 Batch 716/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7021, Loss: 0.3763 Epoch 6 Batch 717/1077 - Train Accuracy: 0.7245, Validation Accuracy: 0.7006, Loss: 0.4169 Epoch 6 Batch 718/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6868, Loss: 0.4256 Epoch 6 Batch 719/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.7081, Loss: 0.3988 Epoch 6 Batch 720/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6950, Loss: 0.4246 Epoch 6 Batch 721/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6932, Loss: 0.4154 Epoch 6 Batch 722/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.7067, Loss: 0.4189 Epoch 6 Batch 723/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.7131, Loss: 0.3941 Epoch 6 Batch 724/1077 - Train Accuracy: 0.7101, Validation Accuracy: 0.7216, Loss: 0.4252 Epoch 6 Batch 725/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6996, Loss: 0.3976 Epoch 6 Batch 726/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.6879, Loss: 0.3879 Epoch 6 Batch 727/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.6864, Loss: 0.3714 Epoch 6 Batch 728/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6967, Loss: 0.4207 Epoch 6 Batch 729/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.7042, Loss: 0.4163 Epoch 6 Batch 730/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7035, Loss: 0.4205 Epoch 6 Batch 731/1077 - Train Accuracy: 0.6834, Validation Accuracy: 0.7042, Loss: 0.4027 Epoch 6 Batch 732/1077 - Train Accuracy: 0.7056, Validation Accuracy: 0.7116, Loss: 0.4167 Epoch 6 Batch 733/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7127, Loss: 0.3949 Epoch 6 Batch 734/1077 - Train Accuracy: 0.7360, Validation Accuracy: 0.7195, Loss: 0.4205 Epoch 6 Batch 735/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7092, Loss: 0.3881 Epoch 6 Batch 736/1077 - Train Accuracy: 0.7089, Validation Accuracy: 0.7056, Loss: 0.4122 Epoch 6 Batch 737/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.7035, Loss: 0.4315 Epoch 6 Batch 738/1077 - Train Accuracy: 0.7233, Validation Accuracy: 0.7003, Loss: 0.3483 Epoch 6 Batch 739/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.6996, Loss: 0.3749 Epoch 6 Batch 740/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7053, Loss: 0.3891 Epoch 6 Batch 741/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7056, Loss: 0.3949 Epoch 6 Batch 742/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7134, Loss: 0.4112 Epoch 6 Batch 743/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7127, Loss: 0.3988 Epoch 6 Batch 744/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7045, Loss: 0.3587 Epoch 6 Batch 745/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7045, Loss: 0.3808 Epoch 6 Batch 746/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7102, Loss: 0.3757 Epoch 6 Batch 747/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.7148, Loss: 0.3755 Epoch 6 Batch 748/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.7177, Loss: 0.3847 Epoch 6 Batch 749/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.7287, Loss: 0.4050 Epoch 6 Batch 750/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7248, Loss: 0.3888 Epoch 6 Batch 751/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7212, Loss: 0.3754 Epoch 6 Batch 752/1077 - Train Accuracy: 0.7158, Validation Accuracy: 0.7248, Loss: 0.3632 Epoch 6 Batch 753/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7227, Loss: 0.3824 Epoch 6 Batch 754/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7188, Loss: 0.4044 Epoch 6 Batch 755/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7131, Loss: 0.4004 Epoch 6 Batch 756/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7113, Loss: 0.3801 Epoch 6 Batch 757/1077 - Train Accuracy: 0.7192, Validation Accuracy: 0.7113, Loss: 0.4072 Epoch 6 Batch 758/1077 - Train Accuracy: 0.7333, Validation Accuracy: 0.7180, Loss: 0.3617 Epoch 6 Batch 759/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7092, Loss: 0.3616 Epoch 6 Batch 760/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7156, Loss: 0.4008 Epoch 6 Batch 761/1077 - Train Accuracy: 0.7044, Validation Accuracy: 0.7312, Loss: 0.4107 Epoch 6 Batch 762/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.7202, Loss: 0.3710 Epoch 6 Batch 763/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7116, Loss: 0.3887 Epoch 6 Batch 764/1077 - Train Accuracy: 0.7377, Validation Accuracy: 0.7156, Loss: 0.3786 Epoch 6 Batch 765/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7166, Loss: 0.3859 Epoch 6 Batch 766/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7230, Loss: 0.3992 Epoch 6 Batch 767/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7298, Loss: 0.3892 Epoch 6 Batch 768/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7290, Loss: 0.3869 Epoch 6 Batch 769/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7212, Loss: 0.3877 Epoch 6 Batch 770/1077 - Train Accuracy: 0.7232, Validation Accuracy: 0.7113, Loss: 0.3602 Epoch 6 Batch 771/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7230, Loss: 0.3918 Epoch 6 Batch 772/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7092, Loss: 0.3815 Epoch 6 Batch 773/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7035, Loss: 0.3722 Epoch 6 Batch 774/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.6989, Loss: 0.3998 Epoch 6 Batch 775/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7109, Loss: 0.3849 Epoch 6 Batch 776/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7116, Loss: 0.3953 Epoch 6 Batch 777/1077 - Train Accuracy: 0.7363, Validation Accuracy: 0.7141, Loss: 0.3993 Epoch 6 Batch 778/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7184, Loss: 0.3757 Epoch 6 Batch 779/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7060, Loss: 0.3941 Epoch 6 Batch 780/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7006, Loss: 0.3922 Epoch 6 Batch 781/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.6953, Loss: 0.3685 Epoch 6 Batch 782/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7053, Loss: 0.3841 Epoch 6 Batch 783/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.7113, Loss: 0.3836 Epoch 6 Batch 784/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7106, Loss: 0.3855 Epoch 6 Batch 785/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7074, Loss: 0.3753 Epoch 6 Batch 786/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6974, Loss: 0.4001 Epoch 6 Batch 787/1077 - Train Accuracy: 0.7139, Validation Accuracy: 0.6978, Loss: 0.3545 Epoch 6 Batch 788/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7013, Loss: 0.3891 Epoch 6 Batch 789/1077 - Train Accuracy: 0.7011, Validation Accuracy: 0.7017, Loss: 0.3971 Epoch 6 Batch 790/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.7038, Loss: 0.4309 Epoch 6 Batch 791/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7188, Loss: 0.4004 Epoch 6 Batch 792/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.7209, Loss: 0.3974 Epoch 6 Batch 793/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7202, Loss: 0.3734 Epoch 6 Batch 794/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7141, Loss: 0.3875 Epoch 6 Batch 795/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7138, Loss: 0.4054 Epoch 6 Batch 796/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7188, Loss: 0.3938 Epoch 6 Batch 797/1077 - Train Accuracy: 0.6855, Validation Accuracy: 0.7205, Loss: 0.3915 Epoch 6 Batch 798/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.7170, Loss: 0.3978 Epoch 6 Batch 799/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7163, Loss: 0.4188 Epoch 6 Batch 800/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7166, Loss: 0.3869 Epoch 6 Batch 801/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.7163, Loss: 0.3929 Epoch 6 Batch 802/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7099, Loss: 0.3913 Epoch 6 Batch 803/1077 - Train Accuracy: 0.7164, Validation Accuracy: 0.7131, Loss: 0.3967 Epoch 6 Batch 804/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7113, Loss: 0.3910 Epoch 6 Batch 805/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7095, Loss: 0.3818 Epoch 6 Batch 806/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7099, Loss: 0.3901 Epoch 6 Batch 807/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.7209, Loss: 0.3756 Epoch 6 Batch 808/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7188, Loss: 0.3987 Epoch 6 Batch 809/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.7195, Loss: 0.4107 Epoch 6 Batch 810/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.7259, Loss: 0.3645 Epoch 6 Batch 811/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7290, Loss: 0.3621 Epoch 6 Batch 812/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7287, Loss: 0.4017 Epoch 6 Batch 813/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7283, Loss: 0.3862 Epoch 6 Batch 814/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7077, Loss: 0.3877 Epoch 6 Batch 815/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7070, Loss: 0.3839 Epoch 6 Batch 816/1077 - Train Accuracy: 0.7669, Validation Accuracy: 0.7248, Loss: 0.4010 Epoch 6 Batch 817/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7028, Loss: 0.4083 Epoch 6 Batch 818/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7056, Loss: 0.3922 Epoch 6 Batch 819/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7028, Loss: 0.3755 Epoch 6 Batch 820/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.7070, Loss: 0.4345 Epoch 6 Batch 821/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7109, Loss: 0.3775 Epoch 6 Batch 822/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7163, Loss: 0.3931 Epoch 6 Batch 823/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7234, Loss: 0.3845 Epoch 6 Batch 824/1077 - Train Accuracy: 0.7150, Validation Accuracy: 0.7056, Loss: 0.3762 Epoch 6 Batch 825/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7077, Loss: 0.3807 Epoch 6 Batch 826/1077 - Train Accuracy: 0.6812, Validation Accuracy: 0.7070, Loss: 0.3720 Epoch 6 Batch 827/1077 - Train Accuracy: 0.6731, Validation Accuracy: 0.7191, Loss: 0.4008 Epoch 6 Batch 828/1077 - Train Accuracy: 0.7160, Validation Accuracy: 0.7116, Loss: 0.3930 Epoch 6 Batch 829/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7109, Loss: 0.4093 Epoch 6 Batch 830/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.7219, Loss: 0.3823 Epoch 6 Batch 831/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.7195, Loss: 0.3973 Epoch 6 Batch 832/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7184, Loss: 0.3919 Epoch 6 Batch 833/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7212, Loss: 0.3864 Epoch 6 Batch 834/1077 - Train Accuracy: 0.7397, Validation Accuracy: 0.7099, Loss: 0.3705 Epoch 6 Batch 835/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7074, Loss: 0.3825 Epoch 6 Batch 836/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7120, Loss: 0.3955 Epoch 6 Batch 837/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7202, Loss: 0.4056 Epoch 6 Batch 838/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7205, Loss: 0.3696 Epoch 6 Batch 839/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7163, Loss: 0.3766 Epoch 6 Batch 840/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7180, Loss: 0.3890 Epoch 6 Batch 841/1077 - Train Accuracy: 0.7289, Validation Accuracy: 0.7092, Loss: 0.3929 Epoch 6 Batch 842/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7177, Loss: 0.3850 Epoch 6 Batch 843/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7170, Loss: 0.3590 Epoch 6 Batch 844/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.7081, Loss: 0.3679 Epoch 6 Batch 845/1077 - Train Accuracy: 0.7207, Validation Accuracy: 0.7017, Loss: 0.3875 Epoch 6 Batch 846/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7042, Loss: 0.3866 Epoch 6 Batch 847/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.7109, Loss: 0.3775 Epoch 6 Batch 848/1077 - Train Accuracy: 0.6855, Validation Accuracy: 0.7003, Loss: 0.3947 Epoch 6 Batch 849/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.6871, Loss: 0.3675 Epoch 6 Batch 850/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6996, Loss: 0.4185 Epoch 6 Batch 851/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7195, Loss: 0.3820 Epoch 6 Batch 852/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.7095, Loss: 0.3886 Epoch 6 Batch 853/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7134, Loss: 0.3706 Epoch 6 Batch 854/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7198, Loss: 0.3818 Epoch 6 Batch 855/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7202, Loss: 0.3987 Epoch 6 Batch 856/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7156, Loss: 0.3965 Epoch 6 Batch 857/1077 - Train Accuracy: 0.7090, Validation Accuracy: 0.7070, Loss: 0.3820 Epoch 6 Batch 858/1077 - Train Accuracy: 0.7299, Validation Accuracy: 0.7088, Loss: 0.3757 Epoch 6 Batch 859/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7148, Loss: 0.3901 Epoch 6 Batch 860/1077 - Train Accuracy: 0.7158, Validation Accuracy: 0.7106, Loss: 0.3933 Epoch 6 Batch 861/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.7180, Loss: 0.3878 Epoch 6 Batch 862/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7294, Loss: 0.3842 Epoch 6 Batch 863/1077 - Train Accuracy: 0.7555, Validation Accuracy: 0.7344, Loss: 0.3612 Epoch 6 Batch 864/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7227, Loss: 0.3872 Epoch 6 Batch 865/1077 - Train Accuracy: 0.7493, Validation Accuracy: 0.7237, Loss: 0.3533 Epoch 6 Batch 866/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7251, Loss: 0.3767 Epoch 6 Batch 867/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.7237, Loss: 0.4269 Epoch 6 Batch 868/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7287, Loss: 0.3859 Epoch 6 Batch 869/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.7216, Loss: 0.3906 Epoch 6 Batch 870/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.7305, Loss: 0.3963 Epoch 6 Batch 871/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7262, Loss: 0.3926 Epoch 6 Batch 872/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7234, Loss: 0.3836 Epoch 6 Batch 873/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7244, Loss: 0.3912 Epoch 6 Batch 874/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.7280, Loss: 0.3842 Epoch 6 Batch 875/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7319, Loss: 0.3767 Epoch 6 Batch 876/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7326, Loss: 0.3911 Epoch 6 Batch 877/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7276, Loss: 0.3668 Epoch 6 Batch 878/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7269, Loss: 0.3746 Epoch 6 Batch 879/1077 - Train Accuracy: 0.7453, Validation Accuracy: 0.7223, Loss: 0.3686 Epoch 6 Batch 880/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7266, Loss: 0.3783 Epoch 6 Batch 881/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7195, Loss: 0.3950 Epoch 6 Batch 882/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7216, Loss: 0.4065 Epoch 6 Batch 883/1077 - Train Accuracy: 0.6583, Validation Accuracy: 0.7152, Loss: 0.4261 Epoch 6 Batch 884/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7180, Loss: 0.3667 Epoch 6 Batch 885/1077 - Train Accuracy: 0.7244, Validation Accuracy: 0.7116, Loss: 0.3316 Epoch 6 Batch 886/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7077, Loss: 0.3925 Epoch 6 Batch 887/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7031, Loss: 0.3955 Epoch 6 Batch 888/1077 - Train Accuracy: 0.7046, Validation Accuracy: 0.6893, Loss: 0.4263 Epoch 6 Batch 889/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6715, Loss: 0.3805 Epoch 6 Batch 890/1077 - Train Accuracy: 0.7292, Validation Accuracy: 0.6811, Loss: 0.3752 Epoch 6 Batch 891/1077 - Train Accuracy: 0.7204, Validation Accuracy: 0.6903, Loss: 0.4084 Epoch 6 Batch 892/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.6957, Loss: 0.3681 Epoch 6 Batch 893/1077 - Train Accuracy: 0.7242, Validation Accuracy: 0.7159, Loss: 0.4033 Epoch 6 Batch 894/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7202, Loss: 0.3611 Epoch 6 Batch 895/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.7259, Loss: 0.4056 Epoch 6 Batch 896/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7241, Loss: 0.4112 Epoch 6 Batch 897/1077 - Train Accuracy: 0.7295, Validation Accuracy: 0.7269, Loss: 0.3729 Epoch 6 Batch 898/1077 - Train Accuracy: 0.7351, Validation Accuracy: 0.7308, Loss: 0.3572 Epoch 6 Batch 899/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7102, Loss: 0.4092 Epoch 6 Batch 900/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7031, Loss: 0.3904 Epoch 6 Batch 901/1077 - Train Accuracy: 0.7407, Validation Accuracy: 0.7198, Loss: 0.3805 Epoch 6 Batch 902/1077 - Train Accuracy: 0.7009, Validation Accuracy: 0.7141, Loss: 0.3889 Epoch 6 Batch 903/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7188, Loss: 0.3744 Epoch 6 Batch 904/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7202, Loss: 0.3849 Epoch 6 Batch 905/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7354, Loss: 0.3698 Epoch 6 Batch 906/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7251, Loss: 0.3629 Epoch 6 Batch 907/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7145, Loss: 0.3792 Epoch 6 Batch 908/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7159, Loss: 0.3953 Epoch 6 Batch 909/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7305, Loss: 0.3991 Epoch 6 Batch 910/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7056, Loss: 0.3749 Epoch 6 Batch 911/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7081, Loss: 0.3692 Epoch 6 Batch 912/1077 - Train Accuracy: 0.7242, Validation Accuracy: 0.7095, Loss: 0.3860 Epoch 6 Batch 913/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7209, Loss: 0.3946 Epoch 6 Batch 914/1077 - Train Accuracy: 0.7412, Validation Accuracy: 0.7092, Loss: 0.3563 Epoch 6 Batch 915/1077 - Train Accuracy: 0.7089, Validation Accuracy: 0.6999, Loss: 0.4263 Epoch 6 Batch 916/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7198, Loss: 0.3766 Epoch 6 Batch 917/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.7010, Loss: 0.3900 Epoch 6 Batch 918/1077 - Train Accuracy: 0.7307, Validation Accuracy: 0.7116, Loss: 0.3560 Epoch 6 Batch 919/1077 - Train Accuracy: 0.7155, Validation Accuracy: 0.7116, Loss: 0.3853 Epoch 6 Batch 920/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7283, Loss: 0.3954 Epoch 6 Batch 921/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7379, Loss: 0.3844 Epoch 6 Batch 922/1077 - Train Accuracy: 0.7321, Validation Accuracy: 0.7330, Loss: 0.3613 Epoch 6 Batch 923/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7237, Loss: 0.4016 Epoch 6 Batch 924/1077 - Train Accuracy: 0.7220, Validation Accuracy: 0.7255, Loss: 0.4023 Epoch 6 Batch 925/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7219, Loss: 0.3663 Epoch 6 Batch 926/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7138, Loss: 0.3921 Epoch 6 Batch 927/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7212, Loss: 0.3881 Epoch 6 Batch 928/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7127, Loss: 0.3659 Epoch 6 Batch 929/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.7159, Loss: 0.3938 Epoch 6 Batch 930/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7209, Loss: 0.3621 Epoch 6 Batch 931/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7188, Loss: 0.3801 Epoch 6 Batch 932/1077 - Train Accuracy: 0.7066, Validation Accuracy: 0.7202, Loss: 0.3851 Epoch 6 Batch 933/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7255, Loss: 0.3766 Epoch 6 Batch 934/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.7219, Loss: 0.4037 Epoch 6 Batch 935/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7131, Loss: 0.4037 Epoch 6 Batch 936/1077 - Train Accuracy: 0.7158, Validation Accuracy: 0.7287, Loss: 0.3895 Epoch 6 Batch 937/1077 - Train Accuracy: 0.7175, Validation Accuracy: 0.7251, Loss: 0.4016 Epoch 6 Batch 938/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7262, Loss: 0.3781 Epoch 6 Batch 939/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7209, Loss: 0.3792 Epoch 6 Batch 940/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7223, Loss: 0.3800 Epoch 6 Batch 941/1077 - Train Accuracy: 0.7400, Validation Accuracy: 0.7255, Loss: 0.3542 Epoch 6 Batch 942/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7227, Loss: 0.3894 Epoch 6 Batch 943/1077 - Train Accuracy: 0.7160, Validation Accuracy: 0.7216, Loss: 0.3776 Epoch 6 Batch 944/1077 - Train Accuracy: 0.6931, Validation Accuracy: 0.7230, Loss: 0.3730 Epoch 6 Batch 945/1077 - Train Accuracy: 0.7680, Validation Accuracy: 0.7347, Loss: 0.3580 Epoch 6 Batch 946/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7351, Loss: 0.3749 Epoch 6 Batch 947/1077 - Train Accuracy: 0.6702, Validation Accuracy: 0.7283, Loss: 0.4095 Epoch 6 Batch 948/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7273, Loss: 0.3753 Epoch 6 Batch 949/1077 - Train Accuracy: 0.7478, Validation Accuracy: 0.7241, Loss: 0.3465 Epoch 6 Batch 950/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7170, Loss: 0.3587 Epoch 6 Batch 951/1077 - Train Accuracy: 0.7143, Validation Accuracy: 0.7145, Loss: 0.3741 Epoch 6 Batch 952/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7085, Loss: 0.3651 Epoch 6 Batch 953/1077 - Train Accuracy: 0.7455, Validation Accuracy: 0.7188, Loss: 0.3830 Epoch 6 Batch 954/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.7276, Loss: 0.4007 Epoch 6 Batch 955/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7191, Loss: 0.3756 Epoch 6 Batch 956/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7134, Loss: 0.3664 Epoch 6 Batch 957/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7251, Loss: 0.3545 Epoch 6 Batch 958/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7333, Loss: 0.3859 Epoch 6 Batch 959/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7148, Loss: 0.3617 Epoch 6 Batch 960/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7138, Loss: 0.3791 Epoch 6 Batch 961/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7173, Loss: 0.3910 Epoch 6 Batch 962/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7070, Loss: 0.3779 Epoch 6 Batch 963/1077 - Train Accuracy: 0.7170, Validation Accuracy: 0.6996, Loss: 0.4148 Epoch 6 Batch 964/1077 - Train Accuracy: 0.7135, Validation Accuracy: 0.6935, Loss: 0.3553 Epoch 6 Batch 965/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.7038, Loss: 0.4065 Epoch 6 Batch 966/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7241, Loss: 0.3350 Epoch 6 Batch 967/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7259, Loss: 0.3660 Epoch 6 Batch 968/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7241, Loss: 0.4058 Epoch 6 Batch 969/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7227, Loss: 0.3779 Epoch 6 Batch 970/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7113, Loss: 0.3877 Epoch 6 Batch 971/1077 - Train Accuracy: 0.7493, Validation Accuracy: 0.7099, Loss: 0.3614 Epoch 6 Batch 972/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.7053, Loss: 0.3721 Epoch 6 Batch 973/1077 - Train Accuracy: 0.7597, Validation Accuracy: 0.7127, Loss: 0.3534 Epoch 6 Batch 974/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7085, Loss: 0.3870 Epoch 6 Batch 975/1077 - Train Accuracy: 0.7463, Validation Accuracy: 0.7124, Loss: 0.3616 Epoch 6 Batch 976/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7102, Loss: 0.3711 Epoch 6 Batch 977/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7138, Loss: 0.3606 Epoch 6 Batch 978/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7116, Loss: 0.3745 Epoch 6 Batch 979/1077 - Train Accuracy: 0.7130, Validation Accuracy: 0.7163, Loss: 0.3943 Epoch 6 Batch 980/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.7198, Loss: 0.3927 Epoch 6 Batch 981/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7216, Loss: 0.3864 Epoch 6 Batch 982/1077 - Train Accuracy: 0.7377, Validation Accuracy: 0.7170, Loss: 0.3715 Epoch 6 Batch 983/1077 - Train Accuracy: 0.6982, Validation Accuracy: 0.7184, Loss: 0.3932 Epoch 6 Batch 984/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.7251, Loss: 0.4095 Epoch 6 Batch 985/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7248, Loss: 0.3638 Epoch 6 Batch 986/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7330, Loss: 0.3747 Epoch 6 Batch 987/1077 - Train Accuracy: 0.7013, Validation Accuracy: 0.7351, Loss: 0.3553 Epoch 6 Batch 988/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7255, Loss: 0.3782 Epoch 6 Batch 989/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7209, Loss: 0.3887 Epoch 6 Batch 990/1077 - Train Accuracy: 0.7048, Validation Accuracy: 0.7283, Loss: 0.3892 Epoch 6 Batch 991/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7312, Loss: 0.3723 Epoch 6 Batch 992/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7266, Loss: 0.3816 Epoch 6 Batch 993/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7205, Loss: 0.3558 Epoch 6 Batch 994/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7251, Loss: 0.3715 Epoch 6 Batch 995/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.7209, Loss: 0.3552 Epoch 6 Batch 996/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7266, Loss: 0.3813 Epoch 6 Batch 997/1077 - Train Accuracy: 0.7290, Validation Accuracy: 0.7191, Loss: 0.3869 Epoch 6 Batch 998/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7202, Loss: 0.3632 Epoch 6 Batch 999/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7269, Loss: 0.3705 Epoch 6 Batch 1000/1077 - Train Accuracy: 0.7400, Validation Accuracy: 0.7223, Loss: 0.3395 Epoch 6 Batch 1001/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7184, Loss: 0.3464 Epoch 6 Batch 1002/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7244, Loss: 0.3618 Epoch 6 Batch 1003/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7212, Loss: 0.3610 Epoch 6 Batch 1004/1077 - Train Accuracy: 0.7320, Validation Accuracy: 0.7212, Loss: 0.3662 Epoch 6 Batch 1005/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.7248, Loss: 0.3785 Epoch 6 Batch 1006/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7234, Loss: 0.3580 Epoch 6 Batch 1007/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7205, Loss: 0.3485 Epoch 6 Batch 1008/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7255, Loss: 0.3719 Epoch 6 Batch 1009/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7124, Loss: 0.3505 Epoch 6 Batch 1010/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7205, Loss: 0.3783 Epoch 6 Batch 1011/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7259, Loss: 0.3798 Epoch 6 Batch 1012/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7404, Loss: 0.3544 Epoch 6 Batch 1013/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7358, Loss: 0.3561 Epoch 6 Batch 1014/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7322, Loss: 0.3847 Epoch 6 Batch 1015/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7319, Loss: 0.3843 Epoch 6 Batch 1016/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.7255, Loss: 0.3974 Epoch 6 Batch 1017/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7276, Loss: 0.3762 Epoch 6 Batch 1018/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7188, Loss: 0.3726 Epoch 6 Batch 1019/1077 - Train Accuracy: 0.7233, Validation Accuracy: 0.7195, Loss: 0.4028 Epoch 6 Batch 1020/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7198, Loss: 0.3591 Epoch 6 Batch 1021/1077 - Train Accuracy: 0.7221, Validation Accuracy: 0.7106, Loss: 0.3847 Epoch 6 Batch 1022/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7124, Loss: 0.3505 Epoch 6 Batch 1023/1077 - Train Accuracy: 0.7308, Validation Accuracy: 0.7180, Loss: 0.3544 Epoch 6 Batch 1024/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.7216, Loss: 0.3816 Epoch 6 Batch 1025/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.7298, Loss: 0.3690 Epoch 6 Batch 1026/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.7280, Loss: 0.3529 Epoch 6 Batch 1027/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.7241, Loss: 0.3881 Epoch 6 Batch 1028/1077 - Train Accuracy: 0.6983, Validation Accuracy: 0.7262, Loss: 0.3913 Epoch 6 Batch 1029/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7202, Loss: 0.3633 Epoch 6 Batch 1030/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7241, Loss: 0.3732 Epoch 6 Batch 1031/1077 - Train Accuracy: 0.7142, Validation Accuracy: 0.7124, Loss: 0.4014 Epoch 6 Batch 1032/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7131, Loss: 0.3695 Epoch 6 Batch 1033/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7173, Loss: 0.3660 Epoch 6 Batch 1034/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.7237, Loss: 0.3927 Epoch 6 Batch 1035/1077 - Train Accuracy: 0.7671, Validation Accuracy: 0.7251, Loss: 0.3367 Epoch 6 Batch 1036/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.7212, Loss: 0.3951 Epoch 6 Batch 1037/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7219, Loss: 0.3868 Epoch 6 Batch 1038/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7248, Loss: 0.3840 Epoch 6 Batch 1039/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7273, Loss: 0.3526 Epoch 6 Batch 1040/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7340, Loss: 0.3867 Epoch 6 Batch 1041/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7177, Loss: 0.3865 Epoch 6 Batch 1042/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7283, Loss: 0.3832 Epoch 6 Batch 1043/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7362, Loss: 0.3967 Epoch 6 Batch 1044/1077 - Train Accuracy: 0.7164, Validation Accuracy: 0.7148, Loss: 0.3765 Epoch 6 Batch 1045/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7212, Loss: 0.3937 Epoch 6 Batch 1046/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7216, Loss: 0.3516 Epoch 6 Batch 1047/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7269, Loss: 0.3726 Epoch 6 Batch 1048/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7202, Loss: 0.3882 Epoch 6 Batch 1049/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7173, Loss: 0.3926 Epoch 6 Batch 1050/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.7138, Loss: 0.3849 Epoch 6 Batch 1051/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7337, Loss: 0.3547 Epoch 6 Batch 1052/1077 - Train Accuracy: 0.7537, Validation Accuracy: 0.7326, Loss: 0.3554 Epoch 6 Batch 1053/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7290, Loss: 0.3544 Epoch 6 Batch 1054/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7205, Loss: 0.3689 Epoch 6 Batch 1055/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.7237, Loss: 0.4285 Epoch 6 Batch 1056/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7184, Loss: 0.3702 Epoch 6 Batch 1057/1077 - Train Accuracy: 0.7163, Validation Accuracy: 0.7273, Loss: 0.3906 Epoch 6 Batch 1058/1077 - Train Accuracy: 0.6924, Validation Accuracy: 0.7180, Loss: 0.4188 Epoch 6 Batch 1059/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.7188, Loss: 0.4184 Epoch 6 Batch 1060/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7234, Loss: 0.3590 Epoch 6 Batch 1061/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7301, Loss: 0.3932 Epoch 6 Batch 1062/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7209, Loss: 0.3973 Epoch 6 Batch 1063/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7266, Loss: 0.3807 Epoch 6 Batch 1064/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7280, Loss: 0.3664 Epoch 6 Batch 1065/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7223, Loss: 0.3844 Epoch 6 Batch 1066/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7166, Loss: 0.3637 Epoch 6 Batch 1067/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7038, Loss: 0.3835 Epoch 6 Batch 1068/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7134, Loss: 0.3696 Epoch 6 Batch 1069/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7230, Loss: 0.3479 Epoch 6 Batch 1070/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7237, Loss: 0.3802 Epoch 6 Batch 1071/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7127, Loss: 0.3759 Epoch 6 Batch 1072/1077 - Train Accuracy: 0.7132, Validation Accuracy: 0.7308, Loss: 0.3698 Epoch 6 Batch 1073/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7209, Loss: 0.3820 Epoch 6 Batch 1074/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.7134, Loss: 0.3809 Epoch 6 Batch 1075/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7095, Loss: 0.4018 Epoch 7 Batch 1/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7280, Loss: 0.3696 Epoch 7 Batch 2/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7234, Loss: 0.3954 Epoch 7 Batch 3/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7216, Loss: 0.3626 Epoch 7 Batch 4/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7219, Loss: 0.3821 Epoch 7 Batch 5/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7294, Loss: 0.3824 Epoch 7 Batch 6/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7283, Loss: 0.3775 Epoch 7 Batch 7/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7340, Loss: 0.3715 Epoch 7 Batch 8/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7344, Loss: 0.3607 Epoch 7 Batch 9/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7308, Loss: 0.3740 Epoch 7 Batch 10/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7294, Loss: 0.3723 Epoch 7 Batch 11/1077 - Train Accuracy: 0.7068, Validation Accuracy: 0.7333, Loss: 0.3798 Epoch 7 Batch 12/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7262, Loss: 0.3971 Epoch 7 Batch 13/1077 - Train Accuracy: 0.7667, Validation Accuracy: 0.7301, Loss: 0.3611 Epoch 7 Batch 14/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7305, Loss: 0.3480 Epoch 7 Batch 15/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7333, Loss: 0.3585 Epoch 7 Batch 16/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7191, Loss: 0.3681 Epoch 7 Batch 17/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7340, Loss: 0.3691 Epoch 7 Batch 18/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7347, Loss: 0.3811 Epoch 7 Batch 19/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7358, Loss: 0.3660 Epoch 7 Batch 20/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7255, Loss: 0.3638 Epoch 7 Batch 21/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.7205, Loss: 0.4036 Epoch 7 Batch 22/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7195, Loss: 0.3781 Epoch 7 Batch 23/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7085, Loss: 0.3697 Epoch 7 Batch 24/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7134, Loss: 0.3719 Epoch 7 Batch 25/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7241, Loss: 0.3580 Epoch 7 Batch 26/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.7198, Loss: 0.3928 Epoch 7 Batch 27/1077 - Train Accuracy: 0.7478, Validation Accuracy: 0.7248, Loss: 0.3446 Epoch 7 Batch 28/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7369, Loss: 0.3575 Epoch 7 Batch 29/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7294, Loss: 0.3770 Epoch 7 Batch 30/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7202, Loss: 0.3727 Epoch 7 Batch 31/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7141, Loss: 0.3630 Epoch 7 Batch 32/1077 - Train Accuracy: 0.7548, Validation Accuracy: 0.7333, Loss: 0.3440 Epoch 7 Batch 33/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7393, Loss: 0.3506 Epoch 7 Batch 34/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7248, Loss: 0.3797 Epoch 7 Batch 35/1077 - Train Accuracy: 0.7320, Validation Accuracy: 0.7322, Loss: 0.3662 Epoch 7 Batch 36/1077 - Train Accuracy: 0.7355, Validation Accuracy: 0.7408, Loss: 0.3715 Epoch 7 Batch 37/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7347, Loss: 0.3784 Epoch 7 Batch 38/1077 - Train Accuracy: 0.6896, Validation Accuracy: 0.7337, Loss: 0.4087 Epoch 7 Batch 39/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7308, Loss: 0.3897 Epoch 7 Batch 40/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7230, Loss: 0.3838 Epoch 7 Batch 41/1077 - Train Accuracy: 0.7615, Validation Accuracy: 0.7251, Loss: 0.3747 Epoch 7 Batch 42/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7298, Loss: 0.3867 Epoch 7 Batch 43/1077 - Train Accuracy: 0.7393, Validation Accuracy: 0.7337, Loss: 0.3798 Epoch 7 Batch 44/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7425, Loss: 0.3740 Epoch 7 Batch 45/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7290, Loss: 0.3700 Epoch 7 Batch 46/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7408, Loss: 0.3866 Epoch 7 Batch 47/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7308, Loss: 0.3703 Epoch 7 Batch 48/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7237, Loss: 0.3830 Epoch 7 Batch 49/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.7376, Loss: 0.3749 Epoch 7 Batch 50/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7415, Loss: 0.3706 Epoch 7 Batch 51/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7429, Loss: 0.3530 Epoch 7 Batch 52/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7330, Loss: 0.3826 Epoch 7 Batch 53/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7312, Loss: 0.3776 Epoch 7 Batch 54/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7230, Loss: 0.3930 Epoch 7 Batch 55/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7244, Loss: 0.3611 Epoch 7 Batch 56/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7362, Loss: 0.3555 Epoch 7 Batch 57/1077 - Train Accuracy: 0.7159, Validation Accuracy: 0.7379, Loss: 0.3523 Epoch 7 Batch 58/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7287, Loss: 0.3595 Epoch 7 Batch 59/1077 - Train Accuracy: 0.7377, Validation Accuracy: 0.7315, Loss: 0.3778 Epoch 7 Batch 60/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7209, Loss: 0.3584 Epoch 7 Batch 61/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7294, Loss: 0.3942 Epoch 7 Batch 62/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7298, Loss: 0.3995 Epoch 7 Batch 63/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7440, Loss: 0.3466 Epoch 7 Batch 64/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7376, Loss: 0.3682 Epoch 7 Batch 65/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7219, Loss: 0.3777 Epoch 7 Batch 66/1077 - Train Accuracy: 0.7124, Validation Accuracy: 0.7365, Loss: 0.3623 Epoch 7 Batch 67/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7219, Loss: 0.3570 Epoch 7 Batch 68/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7234, Loss: 0.3839 Epoch 7 Batch 69/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7283, Loss: 0.3820 Epoch 7 Batch 70/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7326, Loss: 0.3892 Epoch 7 Batch 71/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7383, Loss: 0.3498 Epoch 7 Batch 72/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7393, Loss: 0.3778 Epoch 7 Batch 73/1077 - Train Accuracy: 0.7160, Validation Accuracy: 0.7273, Loss: 0.3834 Epoch 7 Batch 74/1077 - Train Accuracy: 0.7206, Validation Accuracy: 0.7173, Loss: 0.3331 Epoch 7 Batch 75/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7106, Loss: 0.3861 Epoch 7 Batch 76/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7276, Loss: 0.3527 Epoch 7 Batch 77/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7322, Loss: 0.3770 Epoch 7 Batch 78/1077 - Train Accuracy: 0.7126, Validation Accuracy: 0.7188, Loss: 0.3729 Epoch 7 Batch 79/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7244, Loss: 0.3656 Epoch 7 Batch 80/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7298, Loss: 0.3736 Epoch 7 Batch 81/1077 - Train Accuracy: 0.7320, Validation Accuracy: 0.7188, Loss: 0.3509 Epoch 7 Batch 82/1077 - Train Accuracy: 0.7567, Validation Accuracy: 0.7205, Loss: 0.3298 Epoch 7 Batch 83/1077 - Train Accuracy: 0.7134, Validation Accuracy: 0.7205, Loss: 0.3841 Epoch 7 Batch 84/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7322, Loss: 0.3681 Epoch 7 Batch 85/1077 - Train Accuracy: 0.7457, Validation Accuracy: 0.7344, Loss: 0.3578 Epoch 7 Batch 86/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7294, Loss: 0.3671 Epoch 7 Batch 87/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7290, Loss: 0.3852 Epoch 7 Batch 88/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7294, Loss: 0.3696 Epoch 7 Batch 89/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7290, Loss: 0.3849 Epoch 7 Batch 90/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7212, Loss: 0.3881 Epoch 7 Batch 91/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.7173, Loss: 0.3253 Epoch 7 Batch 92/1077 - Train Accuracy: 0.7143, Validation Accuracy: 0.7166, Loss: 0.3588 Epoch 7 Batch 93/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.7230, Loss: 0.3815 Epoch 7 Batch 94/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7333, Loss: 0.3310 Epoch 7 Batch 95/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7401, Loss: 0.3693 Epoch 7 Batch 96/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7415, Loss: 0.3473 Epoch 7 Batch 97/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7319, Loss: 0.3420 Epoch 7 Batch 98/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.7294, Loss: 0.3425 Epoch 7 Batch 99/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7301, Loss: 0.3774 Epoch 7 Batch 100/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7234, Loss: 0.3597 Epoch 7 Batch 101/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7234, Loss: 0.3771 Epoch 7 Batch 102/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7365, Loss: 0.3400 Epoch 7 Batch 103/1077 - Train Accuracy: 0.7249, Validation Accuracy: 0.7234, Loss: 0.4028 Epoch 7 Batch 104/1077 - Train Accuracy: 0.7150, Validation Accuracy: 0.7312, Loss: 0.3928 Epoch 7 Batch 105/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.7262, Loss: 0.3702 Epoch 7 Batch 106/1077 - Train Accuracy: 0.7673, Validation Accuracy: 0.7195, Loss: 0.3707 Epoch 7 Batch 107/1077 - Train Accuracy: 0.7232, Validation Accuracy: 0.7205, Loss: 0.3563 Epoch 7 Batch 108/1077 - Train Accuracy: 0.7614, Validation Accuracy: 0.7319, Loss: 0.3341 Epoch 7 Batch 109/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7305, Loss: 0.3617 Epoch 7 Batch 110/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7379, Loss: 0.3452 Epoch 7 Batch 111/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7326, Loss: 0.3652 Epoch 7 Batch 112/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7404, Loss: 0.3516 Epoch 7 Batch 113/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.7340, Loss: 0.3833 Epoch 7 Batch 114/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7308, Loss: 0.3393 Epoch 7 Batch 115/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7255, Loss: 0.3758 Epoch 7 Batch 116/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.7372, Loss: 0.3985 Epoch 7 Batch 117/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.7333, Loss: 0.3868 Epoch 7 Batch 118/1077 - Train Accuracy: 0.7089, Validation Accuracy: 0.7333, Loss: 0.4054 Epoch 7 Batch 119/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7248, Loss: 0.3758 Epoch 7 Batch 120/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7347, Loss: 0.3781 Epoch 7 Batch 121/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7273, Loss: 0.3804 Epoch 7 Batch 122/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7251, Loss: 0.3564 Epoch 7 Batch 123/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7280, Loss: 0.3393 Epoch 7 Batch 124/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.7308, Loss: 0.3761 Epoch 7 Batch 125/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7230, Loss: 0.3608 Epoch 7 Batch 126/1077 - Train Accuracy: 0.7143, Validation Accuracy: 0.7195, Loss: 0.3507 Epoch 7 Batch 127/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7287, Loss: 0.3462 Epoch 7 Batch 128/1077 - Train Accuracy: 0.7783, Validation Accuracy: 0.7283, Loss: 0.3416 Epoch 7 Batch 129/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7280, Loss: 0.3491 Epoch 7 Batch 130/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7347, Loss: 0.3397 Epoch 7 Batch 131/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7347, Loss: 0.3604 Epoch 7 Batch 132/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7479, Loss: 0.3787 Epoch 7 Batch 133/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7308, Loss: 0.3769 Epoch 7 Batch 134/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7294, Loss: 0.3326 Epoch 7 Batch 135/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7337, Loss: 0.3613 Epoch 7 Batch 136/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7319, Loss: 0.3555 Epoch 7 Batch 137/1077 - Train Accuracy: 0.7686, Validation Accuracy: 0.7312, Loss: 0.3407 Epoch 7 Batch 138/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7290, Loss: 0.3686 Epoch 7 Batch 139/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7266, Loss: 0.3658 Epoch 7 Batch 140/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7148, Loss: 0.3782 Epoch 7 Batch 141/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.7237, Loss: 0.3706 Epoch 7 Batch 142/1077 - Train Accuracy: 0.7448, Validation Accuracy: 0.7333, Loss: 0.3433 Epoch 7 Batch 143/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7354, Loss: 0.3637 Epoch 7 Batch 144/1077 - Train Accuracy: 0.6986, Validation Accuracy: 0.7319, Loss: 0.3982 Epoch 7 Batch 145/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7326, Loss: 0.3714 Epoch 7 Batch 146/1077 - Train Accuracy: 0.7396, Validation Accuracy: 0.7369, Loss: 0.3774 Epoch 7 Batch 147/1077 - Train Accuracy: 0.7297, Validation Accuracy: 0.7436, Loss: 0.3842 Epoch 7 Batch 148/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7415, Loss: 0.3524 Epoch 7 Batch 149/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7298, Loss: 0.3546 Epoch 7 Batch 150/1077 - Train Accuracy: 0.7467, Validation Accuracy: 0.7305, Loss: 0.3513 Epoch 7 Batch 151/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7319, Loss: 0.3444 Epoch 7 Batch 152/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7383, Loss: 0.3668 Epoch 7 Batch 153/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7386, Loss: 0.3696 Epoch 7 Batch 154/1077 - Train Accuracy: 0.7558, Validation Accuracy: 0.7322, Loss: 0.3808 Epoch 7 Batch 155/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7227, Loss: 0.3662 Epoch 7 Batch 156/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7131, Loss: 0.3546 Epoch 7 Batch 157/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7138, Loss: 0.3647 Epoch 7 Batch 158/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7362, Loss: 0.3580 Epoch 7 Batch 159/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7266, Loss: 0.3430 Epoch 7 Batch 160/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7365, Loss: 0.3607 Epoch 7 Batch 161/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7337, Loss: 0.3591 Epoch 7 Batch 162/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7259, Loss: 0.4010 Epoch 7 Batch 163/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7287, Loss: 0.3919 Epoch 7 Batch 164/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7184, Loss: 0.3605 Epoch 7 Batch 165/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7219, Loss: 0.3725 Epoch 7 Batch 166/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7326, Loss: 0.3511 Epoch 7 Batch 167/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7486, Loss: 0.3687 Epoch 7 Batch 168/1077 - Train Accuracy: 0.7212, Validation Accuracy: 0.7418, Loss: 0.3838 Epoch 7 Batch 169/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7354, Loss: 0.3441 Epoch 7 Batch 170/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7195, Loss: 0.3822 Epoch 7 Batch 171/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7209, Loss: 0.3416 Epoch 7 Batch 172/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7188, Loss: 0.3357 Epoch 7 Batch 173/1077 - Train Accuracy: 0.7331, Validation Accuracy: 0.7223, Loss: 0.3900 Epoch 7 Batch 174/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7390, Loss: 0.3674 Epoch 7 Batch 175/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7393, Loss: 0.3477 Epoch 7 Batch 176/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.7362, Loss: 0.3790 Epoch 7 Batch 177/1077 - Train Accuracy: 0.7471, Validation Accuracy: 0.7227, Loss: 0.3688 Epoch 7 Batch 178/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7116, Loss: 0.3514 Epoch 7 Batch 179/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7234, Loss: 0.3665 Epoch 7 Batch 180/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7305, Loss: 0.3536 Epoch 7 Batch 181/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7344, Loss: 0.3603 Epoch 7 Batch 182/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7287, Loss: 0.3673 Epoch 7 Batch 183/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7188, Loss: 0.3728 Epoch 7 Batch 184/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7227, Loss: 0.3605 Epoch 7 Batch 185/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7262, Loss: 0.3671 Epoch 7 Batch 186/1077 - Train Accuracy: 0.7208, Validation Accuracy: 0.7145, Loss: 0.3641 Epoch 7 Batch 187/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7195, Loss: 0.3640 Epoch 7 Batch 188/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7276, Loss: 0.3685 Epoch 7 Batch 189/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7234, Loss: 0.3617 Epoch 7 Batch 190/1077 - Train Accuracy: 0.7457, Validation Accuracy: 0.7305, Loss: 0.3592 Epoch 7 Batch 191/1077 - Train Accuracy: 0.7518, Validation Accuracy: 0.7379, Loss: 0.3333 Epoch 7 Batch 192/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7290, Loss: 0.3803 Epoch 7 Batch 193/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7337, Loss: 0.3449 Epoch 7 Batch 194/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7351, Loss: 0.3475 Epoch 7 Batch 195/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7337, Loss: 0.3648 Epoch 7 Batch 196/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7315, Loss: 0.3521 Epoch 7 Batch 197/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7287, Loss: 0.3573 Epoch 7 Batch 198/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7273, Loss: 0.3542 Epoch 7 Batch 199/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7333, Loss: 0.3344 Epoch 7 Batch 200/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7390, Loss: 0.3641 Epoch 7 Batch 201/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7244, Loss: 0.3363 Epoch 7 Batch 202/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7330, Loss: 0.3571 Epoch 7 Batch 203/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.7351, Loss: 0.3527 Epoch 7 Batch 204/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7262, Loss: 0.3822 Epoch 7 Batch 205/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7337, Loss: 0.3564 Epoch 7 Batch 206/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7333, Loss: 0.3585 Epoch 7 Batch 207/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7283, Loss: 0.3595 Epoch 7 Batch 208/1077 - Train Accuracy: 0.7351, Validation Accuracy: 0.7276, Loss: 0.3417 Epoch 7 Batch 209/1077 - Train Accuracy: 0.7701, Validation Accuracy: 0.7259, Loss: 0.3457 Epoch 7 Batch 210/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7212, Loss: 0.3374 Epoch 7 Batch 211/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7099, Loss: 0.3622 Epoch 7 Batch 212/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.7191, Loss: 0.3310 Epoch 7 Batch 213/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7301, Loss: 0.3399 Epoch 7 Batch 214/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7326, Loss: 0.3604 Epoch 7 Batch 215/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7333, Loss: 0.3767 Epoch 7 Batch 216/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.7262, Loss: 0.3756 Epoch 7 Batch 217/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7280, Loss: 0.3473 Epoch 7 Batch 218/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7308, Loss: 0.3857 Epoch 7 Batch 219/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7283, Loss: 0.3507 Epoch 7 Batch 220/1077 - Train Accuracy: 0.7327, Validation Accuracy: 0.7411, Loss: 0.3690 Epoch 7 Batch 221/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7319, Loss: 0.3539 Epoch 7 Batch 222/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.7308, Loss: 0.3634 Epoch 7 Batch 223/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7308, Loss: 0.3431 Epoch 7 Batch 224/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7315, Loss: 0.3579 Epoch 7 Batch 225/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7276, Loss: 0.3577 Epoch 7 Batch 226/1077 - Train Accuracy: 0.7391, Validation Accuracy: 0.7283, Loss: 0.3486 Epoch 7 Batch 227/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.7308, Loss: 0.3884 Epoch 7 Batch 228/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7422, Loss: 0.3402 Epoch 7 Batch 229/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7418, Loss: 0.3518 Epoch 7 Batch 230/1077 - Train Accuracy: 0.7608, Validation Accuracy: 0.7369, Loss: 0.3385 Epoch 7 Batch 231/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7376, Loss: 0.3745 Epoch 7 Batch 232/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7340, Loss: 0.3703 Epoch 7 Batch 233/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7305, Loss: 0.3652 Epoch 7 Batch 234/1077 - Train Accuracy: 0.7638, Validation Accuracy: 0.7230, Loss: 0.3575 Epoch 7 Batch 235/1077 - Train Accuracy: 0.7619, Validation Accuracy: 0.7223, Loss: 0.3322 Epoch 7 Batch 236/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7269, Loss: 0.3667 Epoch 7 Batch 237/1077 - Train Accuracy: 0.7507, Validation Accuracy: 0.7365, Loss: 0.3306 Epoch 7 Batch 238/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7422, Loss: 0.3537 Epoch 7 Batch 239/1077 - Train Accuracy: 0.7679, Validation Accuracy: 0.7390, Loss: 0.3262 Epoch 7 Batch 240/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7397, Loss: 0.3355 Epoch 7 Batch 241/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7440, Loss: 0.3298 Epoch 7 Batch 242/1077 - Train Accuracy: 0.7523, Validation Accuracy: 0.7464, Loss: 0.3493 Epoch 7 Batch 243/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7322, Loss: 0.3811 Epoch 7 Batch 244/1077 - Train Accuracy: 0.7365, Validation Accuracy: 0.7184, Loss: 0.3357 Epoch 7 Batch 245/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7223, Loss: 0.3404 Epoch 7 Batch 246/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7301, Loss: 0.3509 Epoch 7 Batch 247/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7393, Loss: 0.3400 Epoch 7 Batch 248/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7351, Loss: 0.3441 Epoch 7 Batch 249/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7351, Loss: 0.3401 Epoch 7 Batch 250/1077 - Train Accuracy: 0.7433, Validation Accuracy: 0.7369, Loss: 0.3384 Epoch 7 Batch 251/1077 - Train Accuracy: 0.7448, Validation Accuracy: 0.7326, Loss: 0.3547 Epoch 7 Batch 252/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7351, Loss: 0.3387 Epoch 7 Batch 253/1077 - Train Accuracy: 0.7433, Validation Accuracy: 0.7351, Loss: 0.3366 Epoch 7 Batch 254/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7440, Loss: 0.3577 Epoch 7 Batch 255/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7415, Loss: 0.3461 Epoch 7 Batch 256/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7468, Loss: 0.3893 Epoch 7 Batch 257/1077 - Train Accuracy: 0.7463, Validation Accuracy: 0.7433, Loss: 0.3440 Epoch 7 Batch 258/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.7408, Loss: 0.3319 Epoch 7 Batch 259/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7411, Loss: 0.3480 Epoch 7 Batch 260/1077 - Train Accuracy: 0.7478, Validation Accuracy: 0.7440, Loss: 0.3368 Epoch 7 Batch 261/1077 - Train Accuracy: 0.7493, Validation Accuracy: 0.7397, Loss: 0.3485 Epoch 7 Batch 262/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7401, Loss: 0.3433 Epoch 7 Batch 263/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7376, Loss: 0.3448 Epoch 7 Batch 264/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7383, Loss: 0.3749 Epoch 7 Batch 265/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7408, Loss: 0.3577 Epoch 7 Batch 266/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7411, Loss: 0.3601 Epoch 7 Batch 267/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7436, Loss: 0.3373 Epoch 7 Batch 268/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7472, Loss: 0.3681 Epoch 7 Batch 269/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7468, Loss: 0.3704 Epoch 7 Batch 270/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7351, Loss: 0.3754 Epoch 7 Batch 271/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7287, Loss: 0.3308 Epoch 7 Batch 272/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7425, Loss: 0.3897 Epoch 7 Batch 273/1077 - Train Accuracy: 0.7165, Validation Accuracy: 0.7333, Loss: 0.3479 Epoch 7 Batch 274/1077 - Train Accuracy: 0.7225, Validation Accuracy: 0.7386, Loss: 0.3493 Epoch 7 Batch 275/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7464, Loss: 0.3308 Epoch 7 Batch 276/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.7425, Loss: 0.3747 Epoch 7 Batch 277/1077 - Train Accuracy: 0.7448, Validation Accuracy: 0.7401, Loss: 0.3284 Epoch 7 Batch 278/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7386, Loss: 0.3828 Epoch 7 Batch 279/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7365, Loss: 0.4033 Epoch 7 Batch 280/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7344, Loss: 0.3569 Epoch 7 Batch 281/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7333, Loss: 0.3591 Epoch 7 Batch 282/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7337, Loss: 0.3788 Epoch 7 Batch 283/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7308, Loss: 0.3481 Epoch 7 Batch 284/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7379, Loss: 0.3739 Epoch 7 Batch 285/1077 - Train Accuracy: 0.7649, Validation Accuracy: 0.7379, Loss: 0.3347 Epoch 7 Batch 286/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7397, Loss: 0.3333 Epoch 7 Batch 287/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7354, Loss: 0.3507 Epoch 7 Batch 288/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7362, Loss: 0.3823 Epoch 7 Batch 289/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7315, Loss: 0.3629 Epoch 7 Batch 290/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7347, Loss: 0.3728 Epoch 7 Batch 291/1077 - Train Accuracy: 0.7221, Validation Accuracy: 0.7244, Loss: 0.3535 Epoch 7 Batch 292/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7219, Loss: 0.3464 Epoch 7 Batch 293/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.7351, Loss: 0.3859 Epoch 7 Batch 294/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7411, Loss: 0.3325 Epoch 7 Batch 295/1077 - Train Accuracy: 0.7319, Validation Accuracy: 0.7457, Loss: 0.3570 Epoch 7 Batch 296/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7408, Loss: 0.3383 Epoch 7 Batch 297/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7397, Loss: 0.3747 Epoch 7 Batch 298/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7330, Loss: 0.3748 Epoch 7 Batch 299/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7308, Loss: 0.3382 Epoch 7 Batch 300/1077 - Train Accuracy: 0.7467, Validation Accuracy: 0.7212, Loss: 0.3481 Epoch 7 Batch 301/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7287, Loss: 0.3562 Epoch 7 Batch 302/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7322, Loss: 0.3453 Epoch 7 Batch 303/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7415, Loss: 0.3671 Epoch 7 Batch 304/1077 - Train Accuracy: 0.7467, Validation Accuracy: 0.7433, Loss: 0.3288 Epoch 7 Batch 305/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7369, Loss: 0.3441 Epoch 7 Batch 306/1077 - Train Accuracy: 0.7626, Validation Accuracy: 0.7337, Loss: 0.3514 Epoch 7 Batch 307/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.7344, Loss: 0.3546 Epoch 7 Batch 308/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7383, Loss: 0.3758 Epoch 7 Batch 309/1077 - Train Accuracy: 0.7548, Validation Accuracy: 0.7322, Loss: 0.3276 Epoch 7 Batch 310/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7333, Loss: 0.3639 Epoch 7 Batch 311/1077 - Train Accuracy: 0.7526, Validation Accuracy: 0.7376, Loss: 0.3385 Epoch 7 Batch 312/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7358, Loss: 0.3781 Epoch 7 Batch 313/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7294, Loss: 0.3358 Epoch 7 Batch 314/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7305, Loss: 0.3568 Epoch 7 Batch 315/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7340, Loss: 0.3273 Epoch 7 Batch 316/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7369, Loss: 0.3320 Epoch 7 Batch 317/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7362, Loss: 0.3839 Epoch 7 Batch 318/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7337, Loss: 0.3687 Epoch 7 Batch 319/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7383, Loss: 0.3728 Epoch 7 Batch 320/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7486, Loss: 0.3642 Epoch 7 Batch 321/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7447, Loss: 0.3517 Epoch 7 Batch 322/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7372, Loss: 0.3400 Epoch 7 Batch 323/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7344, Loss: 0.3427 Epoch 7 Batch 324/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7290, Loss: 0.3545 Epoch 7 Batch 325/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7326, Loss: 0.3279 Epoch 7 Batch 326/1077 - Train Accuracy: 0.7638, Validation Accuracy: 0.7283, Loss: 0.3343 Epoch 7 Batch 327/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7266, Loss: 0.3724 Epoch 7 Batch 328/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7209, Loss: 0.3505 Epoch 7 Batch 329/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7244, Loss: 0.3626 Epoch 7 Batch 330/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7415, Loss: 0.3475 Epoch 7 Batch 331/1077 - Train Accuracy: 0.7525, Validation Accuracy: 0.7411, Loss: 0.3525 Epoch 7 Batch 332/1077 - Train Accuracy: 0.7493, Validation Accuracy: 0.7429, Loss: 0.3156 Epoch 7 Batch 333/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7433, Loss: 0.3557 Epoch 7 Batch 334/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7337, Loss: 0.3464 Epoch 7 Batch 335/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7401, Loss: 0.3318 Epoch 7 Batch 336/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7340, Loss: 0.3693 Epoch 7 Batch 337/1077 - Train Accuracy: 0.7164, Validation Accuracy: 0.7251, Loss: 0.3782 Epoch 7 Batch 338/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7202, Loss: 0.3785 Epoch 7 Batch 339/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7251, Loss: 0.3453 Epoch 7 Batch 340/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7276, Loss: 0.3519 Epoch 7 Batch 341/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7333, Loss: 0.3879 Epoch 7 Batch 342/1077 - Train Accuracy: 0.7243, Validation Accuracy: 0.7308, Loss: 0.3502 Epoch 7 Batch 343/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7305, Loss: 0.3699 Epoch 7 Batch 344/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7322, Loss: 0.3461 Epoch 7 Batch 345/1077 - Train Accuracy: 0.7515, Validation Accuracy: 0.7330, Loss: 0.3475 Epoch 7 Batch 346/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7326, Loss: 0.3588 Epoch 7 Batch 347/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7393, Loss: 0.3247 Epoch 7 Batch 348/1077 - Train Accuracy: 0.7519, Validation Accuracy: 0.7379, Loss: 0.3396 Epoch 7 Batch 349/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7248, Loss: 0.3426 Epoch 7 Batch 350/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7180, Loss: 0.3548 Epoch 7 Batch 351/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7340, Loss: 0.3742 Epoch 7 Batch 352/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7479, Loss: 0.3602 Epoch 7 Batch 353/1077 - Train Accuracy: 0.7373, Validation Accuracy: 0.7408, Loss: 0.3767 Epoch 7 Batch 354/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7354, Loss: 0.3789 Epoch 7 Batch 355/1077 - Train Accuracy: 0.7225, Validation Accuracy: 0.7358, Loss: 0.3493 Epoch 7 Batch 356/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7351, Loss: 0.3458 Epoch 7 Batch 357/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7411, Loss: 0.3323 Epoch 7 Batch 358/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.7404, Loss: 0.3756 Epoch 7 Batch 359/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7379, Loss: 0.3530 Epoch 7 Batch 360/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7372, Loss: 0.3455 Epoch 7 Batch 361/1077 - Train Accuracy: 0.7599, Validation Accuracy: 0.7362, Loss: 0.3624 Epoch 7 Batch 362/1077 - Train Accuracy: 0.7329, Validation Accuracy: 0.7365, Loss: 0.3373 Epoch 7 Batch 363/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7354, Loss: 0.3701 Epoch 7 Batch 364/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7294, Loss: 0.3634 Epoch 7 Batch 365/1077 - Train Accuracy: 0.7207, Validation Accuracy: 0.7159, Loss: 0.3449 Epoch 7 Batch 366/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7322, Loss: 0.3603 Epoch 7 Batch 367/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7276, Loss: 0.3012 Epoch 7 Batch 368/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7351, Loss: 0.3542 Epoch 7 Batch 369/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7433, Loss: 0.3401 Epoch 7 Batch 370/1077 - Train Accuracy: 0.7530, Validation Accuracy: 0.7411, Loss: 0.3488 Epoch 7 Batch 371/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7326, Loss: 0.3444 Epoch 7 Batch 372/1077 - Train Accuracy: 0.7473, Validation Accuracy: 0.7294, Loss: 0.3319 Epoch 7 Batch 373/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7184, Loss: 0.3356 Epoch 7 Batch 374/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7198, Loss: 0.3743 Epoch 7 Batch 375/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7241, Loss: 0.3262 Epoch 7 Batch 376/1077 - Train Accuracy: 0.7326, Validation Accuracy: 0.7276, Loss: 0.3383 Epoch 7 Batch 377/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7315, Loss: 0.3540 Epoch 7 Batch 378/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7383, Loss: 0.3338 Epoch 7 Batch 379/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7354, Loss: 0.3541 Epoch 7 Batch 380/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7379, Loss: 0.3347 Epoch 7 Batch 381/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7294, Loss: 0.3612 Epoch 7 Batch 382/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7347, Loss: 0.3658 Epoch 7 Batch 383/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.7294, Loss: 0.3446 Epoch 7 Batch 384/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7344, Loss: 0.3431 Epoch 7 Batch 385/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7315, Loss: 0.3482 Epoch 7 Batch 386/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7262, Loss: 0.3393 Epoch 7 Batch 387/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7244, Loss: 0.3313 Epoch 7 Batch 388/1077 - Train Accuracy: 0.7158, Validation Accuracy: 0.7298, Loss: 0.3667 Epoch 7 Batch 389/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7408, Loss: 0.3480 Epoch 7 Batch 390/1077 - Train Accuracy: 0.7066, Validation Accuracy: 0.7440, Loss: 0.3822 Epoch 7 Batch 391/1077 - Train Accuracy: 0.7600, Validation Accuracy: 0.7457, Loss: 0.3436 Epoch 7 Batch 392/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7514, Loss: 0.3288 Epoch 7 Batch 393/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7344, Loss: 0.3445 Epoch 7 Batch 394/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7351, Loss: 0.3762 Epoch 7 Batch 395/1077 - Train Accuracy: 0.7530, Validation Accuracy: 0.7369, Loss: 0.3242 Epoch 7 Batch 396/1077 - Train Accuracy: 0.7297, Validation Accuracy: 0.7241, Loss: 0.3512 Epoch 7 Batch 397/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7354, Loss: 0.3544 Epoch 7 Batch 398/1077 - Train Accuracy: 0.7368, Validation Accuracy: 0.7351, Loss: 0.3536 Epoch 7 Batch 399/1077 - Train Accuracy: 0.7142, Validation Accuracy: 0.7379, Loss: 0.3576 Epoch 7 Batch 400/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7415, Loss: 0.3592 Epoch 7 Batch 401/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7379, Loss: 0.3439 Epoch 7 Batch 402/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7354, Loss: 0.3250 Epoch 7 Batch 403/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7319, Loss: 0.3493 Epoch 7 Batch 404/1077 - Train Accuracy: 0.7507, Validation Accuracy: 0.7294, Loss: 0.3444 Epoch 7 Batch 405/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7298, Loss: 0.3802 Epoch 7 Batch 406/1077 - Train Accuracy: 0.7899, Validation Accuracy: 0.7408, Loss: 0.3338 Epoch 7 Batch 407/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7507, Loss: 0.3566 Epoch 7 Batch 408/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7560, Loss: 0.3576 Epoch 7 Batch 409/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7532, Loss: 0.3622 Epoch 7 Batch 410/1077 - Train Accuracy: 0.7237, Validation Accuracy: 0.7443, Loss: 0.3586 Epoch 7 Batch 411/1077 - Train Accuracy: 0.7686, Validation Accuracy: 0.7475, Loss: 0.3343 Epoch 7 Batch 412/1077 - Train Accuracy: 0.7355, Validation Accuracy: 0.7482, Loss: 0.3284 Epoch 7 Batch 413/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7468, Loss: 0.3348 Epoch 7 Batch 414/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7443, Loss: 0.3682 Epoch 7 Batch 415/1077 - Train Accuracy: 0.7537, Validation Accuracy: 0.7443, Loss: 0.3443 Epoch 7 Batch 416/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7507, Loss: 0.3408 Epoch 7 Batch 417/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7528, Loss: 0.3505 Epoch 7 Batch 418/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7514, Loss: 0.3418 Epoch 7 Batch 419/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7557, Loss: 0.3495 Epoch 7 Batch 420/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7507, Loss: 0.3318 Epoch 7 Batch 421/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.7362, Loss: 0.3577 Epoch 7 Batch 422/1077 - Train Accuracy: 0.7284, Validation Accuracy: 0.7351, Loss: 0.3405 Epoch 7 Batch 423/1077 - Train Accuracy: 0.7453, Validation Accuracy: 0.7351, Loss: 0.3488 Epoch 7 Batch 424/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7393, Loss: 0.3569 Epoch 7 Batch 425/1077 - Train Accuracy: 0.7347, Validation Accuracy: 0.7362, Loss: 0.3362 Epoch 7 Batch 426/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7436, Loss: 0.3565 Epoch 7 Batch 427/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7369, Loss: 0.3375 Epoch 7 Batch 428/1077 - Train Accuracy: 0.7686, Validation Accuracy: 0.7294, Loss: 0.3169 Epoch 7 Batch 429/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7425, Loss: 0.3446 Epoch 7 Batch 430/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7340, Loss: 0.3432 Epoch 7 Batch 431/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7269, Loss: 0.3544 Epoch 7 Batch 432/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7457, Loss: 0.3312 Epoch 7 Batch 433/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7433, Loss: 0.3582 Epoch 7 Batch 434/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7401, Loss: 0.3564 Epoch 7 Batch 435/1077 - Train Accuracy: 0.7615, Validation Accuracy: 0.7397, Loss: 0.3664 Epoch 7 Batch 436/1077 - Train Accuracy: 0.7489, Validation Accuracy: 0.7425, Loss: 0.3381 Epoch 7 Batch 437/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7418, Loss: 0.3595 Epoch 7 Batch 438/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7340, Loss: 0.3473 Epoch 7 Batch 439/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7351, Loss: 0.3658 Epoch 7 Batch 440/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7326, Loss: 0.3644 Epoch 7 Batch 441/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7422, Loss: 0.3277 Epoch 7 Batch 442/1077 - Train Accuracy: 0.7366, Validation Accuracy: 0.7386, Loss: 0.3303 Epoch 7 Batch 443/1077 - Train Accuracy: 0.7329, Validation Accuracy: 0.7372, Loss: 0.3296 Epoch 7 Batch 444/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7362, Loss: 0.3393 Epoch 7 Batch 445/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7344, Loss: 0.3585 Epoch 7 Batch 446/1077 - Train Accuracy: 0.7608, Validation Accuracy: 0.7354, Loss: 0.3247 Epoch 7 Batch 447/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7354, Loss: 0.3530 Epoch 7 Batch 448/1077 - Train Accuracy: 0.7363, Validation Accuracy: 0.7283, Loss: 0.3483 Epoch 7 Batch 449/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7276, Loss: 0.3674 Epoch 7 Batch 450/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7315, Loss: 0.3264 Epoch 7 Batch 451/1077 - Train Accuracy: 0.7682, Validation Accuracy: 0.7266, Loss: 0.3160 Epoch 7 Batch 452/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7330, Loss: 0.3437 Epoch 7 Batch 453/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7294, Loss: 0.3381 Epoch 7 Batch 454/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7188, Loss: 0.3672 Epoch 7 Batch 455/1077 - Train Accuracy: 0.7326, Validation Accuracy: 0.7177, Loss: 0.3319 Epoch 7 Batch 456/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7230, Loss: 0.3461 Epoch 7 Batch 457/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7330, Loss: 0.3297 Epoch 7 Batch 458/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7362, Loss: 0.3542 Epoch 7 Batch 459/1077 - Train Accuracy: 0.7548, Validation Accuracy: 0.7347, Loss: 0.3202 Epoch 7 Batch 460/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7280, Loss: 0.3620 Epoch 7 Batch 461/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7312, Loss: 0.3439 Epoch 7 Batch 462/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7369, Loss: 0.3424 Epoch 7 Batch 463/1077 - Train Accuracy: 0.7160, Validation Accuracy: 0.7372, Loss: 0.3574 Epoch 7 Batch 464/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7468, Loss: 0.3373 Epoch 7 Batch 465/1077 - Train Accuracy: 0.7134, Validation Accuracy: 0.7401, Loss: 0.4005 Epoch 7 Batch 466/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7436, Loss: 0.3420 Epoch 7 Batch 467/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7411, Loss: 0.3353 Epoch 7 Batch 468/1077 - Train Accuracy: 0.7571, Validation Accuracy: 0.7362, Loss: 0.3493 Epoch 7 Batch 469/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7362, Loss: 0.3669 Epoch 7 Batch 470/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7351, Loss: 0.3611 Epoch 7 Batch 471/1077 - Train Accuracy: 0.7523, Validation Accuracy: 0.7358, Loss: 0.3328 Epoch 7 Batch 472/1077 - Train Accuracy: 0.7318, Validation Accuracy: 0.7372, Loss: 0.3147 Epoch 7 Batch 473/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7518, Loss: 0.3522 Epoch 7 Batch 474/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7486, Loss: 0.3592 Epoch 7 Batch 475/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7401, Loss: 0.3401 Epoch 7 Batch 476/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7436, Loss: 0.3366 Epoch 7 Batch 477/1077 - Train Accuracy: 0.7972, Validation Accuracy: 0.7418, Loss: 0.3230 Epoch 7 Batch 478/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7390, Loss: 0.3640 Epoch 7 Batch 479/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7461, Loss: 0.3602 Epoch 7 Batch 480/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.7390, Loss: 0.3402 Epoch 7 Batch 481/1077 - Train Accuracy: 0.7391, Validation Accuracy: 0.7425, Loss: 0.3428 Epoch 7 Batch 482/1077 - Train Accuracy: 0.7299, Validation Accuracy: 0.7433, Loss: 0.3629 Epoch 7 Batch 483/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7450, Loss: 0.3667 Epoch 7 Batch 484/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7397, Loss: 0.3352 Epoch 7 Batch 485/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7425, Loss: 0.3565 Epoch 7 Batch 486/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7369, Loss: 0.3378 Epoch 7 Batch 487/1077 - Train Accuracy: 0.7179, Validation Accuracy: 0.7390, Loss: 0.3546 Epoch 7 Batch 488/1077 - Train Accuracy: 0.7212, Validation Accuracy: 0.7365, Loss: 0.3430 Epoch 7 Batch 489/1077 - Train Accuracy: 0.7351, Validation Accuracy: 0.7393, Loss: 0.3355 Epoch 7 Batch 490/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7457, Loss: 0.3585 Epoch 7 Batch 491/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7386, Loss: 0.3380 Epoch 7 Batch 492/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7347, Loss: 0.3559 Epoch 7 Batch 493/1077 - Train Accuracy: 0.7567, Validation Accuracy: 0.7269, Loss: 0.3170 Epoch 7 Batch 494/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7280, Loss: 0.3342 Epoch 7 Batch 495/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7319, Loss: 0.3271 Epoch 7 Batch 496/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7330, Loss: 0.3496 Epoch 7 Batch 497/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7330, Loss: 0.3706 Epoch 7 Batch 498/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7429, Loss: 0.3326 Epoch 7 Batch 499/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7429, Loss: 0.3384 Epoch 7 Batch 500/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7362, Loss: 0.3314 Epoch 7 Batch 501/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7347, Loss: 0.3403 Epoch 7 Batch 502/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7379, Loss: 0.3412 Epoch 7 Batch 503/1077 - Train Accuracy: 0.7836, Validation Accuracy: 0.7372, Loss: 0.3340 Epoch 7 Batch 504/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7312, Loss: 0.3570 Epoch 7 Batch 505/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7383, Loss: 0.3153 Epoch 7 Batch 506/1077 - Train Accuracy: 0.7391, Validation Accuracy: 0.7372, Loss: 0.3500 Epoch 7 Batch 507/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7276, Loss: 0.3493 Epoch 7 Batch 508/1077 - Train Accuracy: 0.7537, Validation Accuracy: 0.7340, Loss: 0.3383 Epoch 7 Batch 509/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7390, Loss: 0.3592 Epoch 7 Batch 510/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7358, Loss: 0.3287 Epoch 7 Batch 511/1077 - Train Accuracy: 0.7220, Validation Accuracy: 0.7337, Loss: 0.3453 Epoch 7 Batch 512/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7351, Loss: 0.3318 Epoch 7 Batch 513/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7425, Loss: 0.3379 Epoch 7 Batch 514/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7358, Loss: 0.3474 Epoch 7 Batch 515/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.7369, Loss: 0.3691 Epoch 7 Batch 516/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.7372, Loss: 0.3092 Epoch 7 Batch 517/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7344, Loss: 0.3437 Epoch 7 Batch 518/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7401, Loss: 0.3297 Epoch 7 Batch 519/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7408, Loss: 0.3451 Epoch 7 Batch 520/1077 - Train Accuracy: 0.7950, Validation Accuracy: 0.7315, Loss: 0.3097 Epoch 7 Batch 521/1077 - Train Accuracy: 0.7269, Validation Accuracy: 0.7322, Loss: 0.3246 Epoch 7 Batch 522/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.7365, Loss: 0.3755 Epoch 7 Batch 523/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7369, Loss: 0.3551 Epoch 7 Batch 524/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7404, Loss: 0.3573 Epoch 7 Batch 525/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7312, Loss: 0.3344 Epoch 7 Batch 526/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7418, Loss: 0.3404 Epoch 7 Batch 527/1077 - Train Accuracy: 0.7225, Validation Accuracy: 0.7415, Loss: 0.3382 Epoch 7 Batch 528/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7393, Loss: 0.3356 Epoch 7 Batch 529/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7457, Loss: 0.3318 Epoch 7 Batch 530/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7237, Loss: 0.3615 Epoch 7 Batch 531/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7365, Loss: 0.3412 Epoch 7 Batch 532/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7376, Loss: 0.3816 Epoch 7 Batch 533/1077 - Train Accuracy: 0.7555, Validation Accuracy: 0.7422, Loss: 0.3507 Epoch 7 Batch 534/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7461, Loss: 0.3441 Epoch 7 Batch 535/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7425, Loss: 0.3375 Epoch 7 Batch 536/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7319, Loss: 0.3287 Epoch 7 Batch 537/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7443, Loss: 0.3549 Epoch 7 Batch 538/1077 - Train Accuracy: 0.7507, Validation Accuracy: 0.7457, Loss: 0.3271 Epoch 7 Batch 539/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7322, Loss: 0.3417 Epoch 7 Batch 540/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7337, Loss: 0.3096 Epoch 7 Batch 541/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7354, Loss: 0.3474 Epoch 7 Batch 542/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7340, Loss: 0.3393 Epoch 7 Batch 543/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7244, Loss: 0.3315 Epoch 7 Batch 544/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7255, Loss: 0.3426 Epoch 7 Batch 545/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7333, Loss: 0.3674 Epoch 7 Batch 546/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.7358, Loss: 0.3606 Epoch 7 Batch 547/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7273, Loss: 0.3293 Epoch 7 Batch 548/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7262, Loss: 0.3392 Epoch 7 Batch 549/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7276, Loss: 0.3584 Epoch 7 Batch 550/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7376, Loss: 0.3633 Epoch 7 Batch 551/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7386, Loss: 0.3557 Epoch 7 Batch 552/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7440, Loss: 0.3507 Epoch 7 Batch 553/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7457, Loss: 0.3388 Epoch 7 Batch 554/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7408, Loss: 0.3556 Epoch 7 Batch 555/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7358, Loss: 0.3373 Epoch 7 Batch 556/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.7322, Loss: 0.3333 Epoch 7 Batch 557/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7362, Loss: 0.3370 Epoch 7 Batch 558/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7337, Loss: 0.3321 Epoch 7 Batch 559/1077 - Train Accuracy: 0.7555, Validation Accuracy: 0.7276, Loss: 0.3417 Epoch 7 Batch 560/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7365, Loss: 0.3255 Epoch 7 Batch 561/1077 - Train Accuracy: 0.7600, Validation Accuracy: 0.7369, Loss: 0.3326 Epoch 7 Batch 562/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7401, Loss: 0.3139 Epoch 7 Batch 563/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7390, Loss: 0.3557 Epoch 7 Batch 564/1077 - Train Accuracy: 0.7817, Validation Accuracy: 0.7411, Loss: 0.3486 Epoch 7 Batch 565/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7425, Loss: 0.3461 Epoch 7 Batch 566/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7450, Loss: 0.3603 Epoch 7 Batch 567/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7401, Loss: 0.3430 Epoch 7 Batch 568/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7362, Loss: 0.3265 Epoch 7 Batch 569/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7326, Loss: 0.3435 Epoch 7 Batch 570/1077 - Train Accuracy: 0.7229, Validation Accuracy: 0.7418, Loss: 0.3628 Epoch 7 Batch 571/1077 - Train Accuracy: 0.7675, Validation Accuracy: 0.7418, Loss: 0.3214 Epoch 7 Batch 572/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7425, Loss: 0.3133 Epoch 7 Batch 573/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7436, Loss: 0.3531 Epoch 7 Batch 574/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7447, Loss: 0.3495 Epoch 7 Batch 575/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7365, Loss: 0.3323 Epoch 7 Batch 576/1077 - Train Accuracy: 0.7475, Validation Accuracy: 0.7287, Loss: 0.3510 Epoch 7 Batch 577/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7383, Loss: 0.3554 Epoch 7 Batch 578/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7326, Loss: 0.3413 Epoch 7 Batch 579/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7298, Loss: 0.3352 Epoch 7 Batch 580/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7301, Loss: 0.3206 Epoch 7 Batch 581/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7404, Loss: 0.3271 Epoch 7 Batch 582/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7447, Loss: 0.3220 Epoch 7 Batch 583/1077 - Train Accuracy: 0.7619, Validation Accuracy: 0.7422, Loss: 0.3679 Epoch 7 Batch 584/1077 - Train Accuracy: 0.7347, Validation Accuracy: 0.7312, Loss: 0.3393 Epoch 7 Batch 585/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7315, Loss: 0.3193 Epoch 7 Batch 586/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7330, Loss: 0.3551 Epoch 7 Batch 587/1077 - Train Accuracy: 0.7909, Validation Accuracy: 0.7362, Loss: 0.3207 Epoch 7 Batch 588/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7504, Loss: 0.3389 Epoch 7 Batch 589/1077 - Train Accuracy: 0.7640, Validation Accuracy: 0.7457, Loss: 0.3406 Epoch 7 Batch 590/1077 - Train Accuracy: 0.7233, Validation Accuracy: 0.7404, Loss: 0.3683 Epoch 7 Batch 591/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7358, Loss: 0.3089 Epoch 7 Batch 592/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7372, Loss: 0.3472 Epoch 7 Batch 593/1077 - Train Accuracy: 0.7593, Validation Accuracy: 0.7333, Loss: 0.3449 Epoch 7 Batch 594/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7362, Loss: 0.3487 Epoch 7 Batch 595/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7472, Loss: 0.3527 Epoch 7 Batch 596/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7518, Loss: 0.3487 Epoch 7 Batch 597/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7479, Loss: 0.3509 Epoch 7 Batch 598/1077 - Train Accuracy: 0.7589, Validation Accuracy: 0.7390, Loss: 0.3246 Epoch 7 Batch 599/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7337, Loss: 0.3675 Epoch 7 Batch 600/1077 - Train Accuracy: 0.7712, Validation Accuracy: 0.7326, Loss: 0.3172 Epoch 7 Batch 601/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.7251, Loss: 0.3349 Epoch 7 Batch 602/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7386, Loss: 0.3464 Epoch 7 Batch 603/1077 - Train Accuracy: 0.7400, Validation Accuracy: 0.7266, Loss: 0.3323 Epoch 7 Batch 604/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7372, Loss: 0.3466 Epoch 7 Batch 605/1077 - Train Accuracy: 0.7948, Validation Accuracy: 0.7397, Loss: 0.3518 Epoch 7 Batch 606/1077 - Train Accuracy: 0.7537, Validation Accuracy: 0.7450, Loss: 0.3200 Epoch 7 Batch 607/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7472, Loss: 0.3238 Epoch 7 Batch 608/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7411, Loss: 0.3505 Epoch 7 Batch 609/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7440, Loss: 0.3519 Epoch 7 Batch 610/1077 - Train Accuracy: 0.7212, Validation Accuracy: 0.7468, Loss: 0.3424 Epoch 7 Batch 611/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7521, Loss: 0.3588 Epoch 7 Batch 612/1077 - Train Accuracy: 0.7753, Validation Accuracy: 0.7482, Loss: 0.3235 Epoch 7 Batch 613/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7450, Loss: 0.3570 Epoch 7 Batch 614/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7227, Loss: 0.3293 Epoch 7 Batch 615/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7308, Loss: 0.3336 Epoch 7 Batch 616/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7315, Loss: 0.3576 Epoch 7 Batch 617/1077 - Train Accuracy: 0.7321, Validation Accuracy: 0.7344, Loss: 0.3302 Epoch 7 Batch 618/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7422, Loss: 0.3468 Epoch 7 Batch 619/1077 - Train Accuracy: 0.7126, Validation Accuracy: 0.7436, Loss: 0.3592 Epoch 7 Batch 620/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7486, Loss: 0.3366 Epoch 7 Batch 621/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7493, Loss: 0.3444 Epoch 7 Batch 622/1077 - Train Accuracy: 0.7998, Validation Accuracy: 0.7507, Loss: 0.3616 Epoch 7 Batch 623/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7553, Loss: 0.3638 Epoch 7 Batch 624/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7461, Loss: 0.3216 Epoch 7 Batch 625/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7536, Loss: 0.3282 Epoch 7 Batch 626/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7457, Loss: 0.3114 Epoch 7 Batch 627/1077 - Train Accuracy: 0.7363, Validation Accuracy: 0.7496, Loss: 0.3392 Epoch 7 Batch 628/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7461, Loss: 0.3437 Epoch 7 Batch 629/1077 - Train Accuracy: 0.7397, Validation Accuracy: 0.7440, Loss: 0.3431 Epoch 7 Batch 630/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7450, Loss: 0.3321 Epoch 7 Batch 631/1077 - Train Accuracy: 0.7489, Validation Accuracy: 0.7379, Loss: 0.3238 Epoch 7 Batch 632/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7443, Loss: 0.3492 Epoch 7 Batch 633/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7372, Loss: 0.3310 Epoch 7 Batch 634/1077 - Train Accuracy: 0.7396, Validation Accuracy: 0.7425, Loss: 0.3253 Epoch 7 Batch 635/1077 - Train Accuracy: 0.7331, Validation Accuracy: 0.7511, Loss: 0.3602 Epoch 7 Batch 636/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7511, Loss: 0.3381 Epoch 7 Batch 637/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7475, Loss: 0.3444 Epoch 7 Batch 638/1077 - Train Accuracy: 0.7530, Validation Accuracy: 0.7472, Loss: 0.3158 Epoch 7 Batch 639/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7447, Loss: 0.3331 Epoch 7 Batch 640/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7422, Loss: 0.3308 Epoch 7 Batch 641/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7429, Loss: 0.3303 Epoch 7 Batch 642/1077 - Train Accuracy: 0.7307, Validation Accuracy: 0.7422, Loss: 0.3369 Epoch 7 Batch 643/1077 - Train Accuracy: 0.7619, Validation Accuracy: 0.7433, Loss: 0.3166 Epoch 7 Batch 644/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7425, Loss: 0.3313 Epoch 7 Batch 645/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7475, Loss: 0.3262 Epoch 7 Batch 646/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7500, Loss: 0.3381 Epoch 7 Batch 647/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7543, Loss: 0.3312 Epoch 7 Batch 648/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7486, Loss: 0.3258 Epoch 7 Batch 649/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7578, Loss: 0.3357 Epoch 7 Batch 650/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7475, Loss: 0.3506 Epoch 7 Batch 651/1077 - Train Accuracy: 0.7396, Validation Accuracy: 0.7440, Loss: 0.3311 Epoch 7 Batch 652/1077 - Train Accuracy: 0.7451, Validation Accuracy: 0.7468, Loss: 0.3542 Epoch 7 Batch 653/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7472, Loss: 0.3482 Epoch 7 Batch 654/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7486, Loss: 0.3337 Epoch 7 Batch 655/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7372, Loss: 0.3479 Epoch 7 Batch 656/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7351, Loss: 0.3498 Epoch 7 Batch 657/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7411, Loss: 0.3598 Epoch 7 Batch 658/1077 - Train Accuracy: 0.7675, Validation Accuracy: 0.7408, Loss: 0.3260 Epoch 7 Batch 659/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7468, Loss: 0.3287 Epoch 7 Batch 660/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7433, Loss: 0.3484 Epoch 7 Batch 661/1077 - Train Accuracy: 0.7560, Validation Accuracy: 0.7393, Loss: 0.3171 Epoch 7 Batch 662/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7344, Loss: 0.3187 Epoch 7 Batch 663/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7365, Loss: 0.3087 Epoch 7 Batch 664/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7397, Loss: 0.3315 Epoch 7 Batch 665/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7425, Loss: 0.3465 Epoch 7 Batch 666/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7415, Loss: 0.3458 Epoch 7 Batch 667/1077 - Train Accuracy: 0.7229, Validation Accuracy: 0.7404, Loss: 0.3573 Epoch 7 Batch 668/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7383, Loss: 0.3264 Epoch 7 Batch 669/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7475, Loss: 0.3254 Epoch 7 Batch 670/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7397, Loss: 0.3098 Epoch 7 Batch 671/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7422, Loss: 0.3645 Epoch 7 Batch 672/1077 - Train Accuracy: 0.7400, Validation Accuracy: 0.7422, Loss: 0.3272 Epoch 7 Batch 673/1077 - Train Accuracy: 0.7597, Validation Accuracy: 0.7489, Loss: 0.3142 Epoch 7 Batch 674/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7386, Loss: 0.3316 Epoch 7 Batch 675/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7358, Loss: 0.3359 Epoch 7 Batch 676/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7337, Loss: 0.3518 Epoch 7 Batch 677/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7340, Loss: 0.3548 Epoch 7 Batch 678/1077 - Train Accuracy: 0.7560, Validation Accuracy: 0.7411, Loss: 0.3190 Epoch 7 Batch 679/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7340, Loss: 0.3426 Epoch 7 Batch 680/1077 - Train Accuracy: 0.7236, Validation Accuracy: 0.7372, Loss: 0.3365 Epoch 7 Batch 681/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7340, Loss: 0.3408 Epoch 7 Batch 682/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7440, Loss: 0.3458 Epoch 7 Batch 683/1077 - Train Accuracy: 0.7242, Validation Accuracy: 0.7401, Loss: 0.3376 Epoch 7 Batch 684/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7358, Loss: 0.3323 Epoch 7 Batch 685/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7386, Loss: 0.3436 Epoch 7 Batch 686/1077 - Train Accuracy: 0.7772, Validation Accuracy: 0.7425, Loss: 0.3221 Epoch 7 Batch 687/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7401, Loss: 0.3499 Epoch 7 Batch 688/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7347, Loss: 0.3271 Epoch 7 Batch 689/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7457, Loss: 0.3376 Epoch 7 Batch 690/1077 - Train Accuracy: 0.7680, Validation Accuracy: 0.7475, Loss: 0.3290 Epoch 7 Batch 691/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7482, Loss: 0.3714 Epoch 7 Batch 692/1077 - Train Accuracy: 0.7649, Validation Accuracy: 0.7411, Loss: 0.3093 Epoch 7 Batch 693/1077 - Train Accuracy: 0.7093, Validation Accuracy: 0.7464, Loss: 0.3934 Epoch 7 Batch 694/1077 - Train Accuracy: 0.7712, Validation Accuracy: 0.7383, Loss: 0.3124 Epoch 7 Batch 695/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7489, Loss: 0.3212 Epoch 7 Batch 696/1077 - Train Accuracy: 0.7101, Validation Accuracy: 0.7550, Loss: 0.3481 Epoch 7 Batch 697/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7507, Loss: 0.3261 Epoch 7 Batch 698/1077 - Train Accuracy: 0.7563, Validation Accuracy: 0.7504, Loss: 0.3138 Epoch 7 Batch 699/1077 - Train Accuracy: 0.7241, Validation Accuracy: 0.7440, Loss: 0.3453 Epoch 7 Batch 700/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.7337, Loss: 0.3162 Epoch 7 Batch 701/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7386, Loss: 0.3407 Epoch 7 Batch 702/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7468, Loss: 0.3280 Epoch 7 Batch 703/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7489, Loss: 0.3525 Epoch 7 Batch 704/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7496, Loss: 0.3420 Epoch 7 Batch 705/1077 - Train Accuracy: 0.7677, Validation Accuracy: 0.7464, Loss: 0.3721 Epoch 7 Batch 706/1077 - Train Accuracy: 0.7325, Validation Accuracy: 0.7418, Loss: 0.3393 Epoch 7 Batch 707/1077 - Train Accuracy: 0.7523, Validation Accuracy: 0.7372, Loss: 0.3348 Epoch 7 Batch 708/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7404, Loss: 0.3448 Epoch 7 Batch 709/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7408, Loss: 0.3673 Epoch 7 Batch 710/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7376, Loss: 0.3405 Epoch 7 Batch 711/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7425, Loss: 0.3612 Epoch 7 Batch 712/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7429, Loss: 0.3234 Epoch 7 Batch 713/1077 - Train Accuracy: 0.7649, Validation Accuracy: 0.7401, Loss: 0.3092 Epoch 7 Batch 714/1077 - Train Accuracy: 0.7429, Validation Accuracy: 0.7333, Loss: 0.3527 Epoch 7 Batch 715/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7266, Loss: 0.3497 Epoch 7 Batch 716/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7528, Loss: 0.3101 Epoch 7 Batch 717/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.7486, Loss: 0.3380 Epoch 7 Batch 718/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7354, Loss: 0.3536 Epoch 7 Batch 719/1077 - Train Accuracy: 0.7221, Validation Accuracy: 0.7379, Loss: 0.3379 Epoch 7 Batch 720/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7464, Loss: 0.3571 Epoch 7 Batch 721/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7482, Loss: 0.3426 Epoch 7 Batch 722/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7340, Loss: 0.3423 Epoch 7 Batch 723/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7333, Loss: 0.3339 Epoch 7 Batch 724/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7386, Loss: 0.3559 Epoch 7 Batch 725/1077 - Train Accuracy: 0.7783, Validation Accuracy: 0.7308, Loss: 0.3379 Epoch 7 Batch 726/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7301, Loss: 0.3198 Epoch 7 Batch 727/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7269, Loss: 0.3155 Epoch 7 Batch 728/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7504, Loss: 0.3553 Epoch 7 Batch 729/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7415, Loss: 0.3476 Epoch 7 Batch 730/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7362, Loss: 0.3540 Epoch 7 Batch 731/1077 - Train Accuracy: 0.7385, Validation Accuracy: 0.7386, Loss: 0.3447 Epoch 7 Batch 732/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7433, Loss: 0.3597 Epoch 7 Batch 733/1077 - Train Accuracy: 0.7535, Validation Accuracy: 0.7472, Loss: 0.3368 Epoch 7 Batch 734/1077 - Train Accuracy: 0.7644, Validation Accuracy: 0.7450, Loss: 0.3578 Epoch 7 Batch 735/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7489, Loss: 0.3259 Epoch 7 Batch 736/1077 - Train Accuracy: 0.7677, Validation Accuracy: 0.7429, Loss: 0.3440 Epoch 7 Batch 737/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7269, Loss: 0.3620 Epoch 7 Batch 738/1077 - Train Accuracy: 0.7822, Validation Accuracy: 0.7195, Loss: 0.2950 Epoch 7 Batch 739/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7244, Loss: 0.3205 Epoch 7 Batch 740/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7440, Loss: 0.3263 Epoch 7 Batch 741/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7504, Loss: 0.3365 Epoch 7 Batch 742/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7500, Loss: 0.3424 Epoch 7 Batch 743/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7496, Loss: 0.3383 Epoch 7 Batch 744/1077 - Train Accuracy: 0.7597, Validation Accuracy: 0.7546, Loss: 0.3067 Epoch 7 Batch 745/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7553, Loss: 0.3230 Epoch 7 Batch 746/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7507, Loss: 0.3170 Epoch 7 Batch 747/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7489, Loss: 0.3154 Epoch 7 Batch 748/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7525, Loss: 0.3269 Epoch 7 Batch 749/1077 - Train Accuracy: 0.7355, Validation Accuracy: 0.7489, Loss: 0.3399 Epoch 7 Batch 750/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7532, Loss: 0.3284 Epoch 7 Batch 751/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7582, Loss: 0.3184 Epoch 7 Batch 752/1077 - Train Accuracy: 0.7470, Validation Accuracy: 0.7582, Loss: 0.3168 Epoch 7 Batch 753/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7575, Loss: 0.3184 Epoch 7 Batch 754/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7496, Loss: 0.3461 Epoch 7 Batch 755/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7457, Loss: 0.3334 Epoch 7 Batch 756/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7511, Loss: 0.3257 Epoch 7 Batch 757/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7436, Loss: 0.3322 Epoch 7 Batch 758/1077 - Train Accuracy: 0.7757, Validation Accuracy: 0.7401, Loss: 0.3020 Epoch 7 Batch 759/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7557, Loss: 0.3092 Epoch 7 Batch 760/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7553, Loss: 0.3324 Epoch 7 Batch 761/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7429, Loss: 0.3445 Epoch 7 Batch 762/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7372, Loss: 0.3048 Epoch 7 Batch 763/1077 - Train Accuracy: 0.7563, Validation Accuracy: 0.7344, Loss: 0.3283 Epoch 7 Batch 764/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7429, Loss: 0.3258 Epoch 7 Batch 765/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7486, Loss: 0.3228 Epoch 7 Batch 766/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7518, Loss: 0.3390 Epoch 7 Batch 767/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7528, Loss: 0.3269 Epoch 7 Batch 768/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7461, Loss: 0.3261 Epoch 7 Batch 769/1077 - Train Accuracy: 0.7531, Validation Accuracy: 0.7482, Loss: 0.3347 Epoch 7 Batch 770/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7429, Loss: 0.3076 Epoch 7 Batch 771/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7429, Loss: 0.3359 Epoch 7 Batch 772/1077 - Train Accuracy: 0.7433, Validation Accuracy: 0.7482, Loss: 0.3218 Epoch 7 Batch 773/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7553, Loss: 0.3138 Epoch 7 Batch 774/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7514, Loss: 0.3436 Epoch 7 Batch 775/1077 - Train Accuracy: 0.7535, Validation Accuracy: 0.7518, Loss: 0.3263 Epoch 7 Batch 776/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7504, Loss: 0.3340 Epoch 7 Batch 777/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7464, Loss: 0.3366 Epoch 7 Batch 778/1077 - Train Accuracy: 0.7768, Validation Accuracy: 0.7425, Loss: 0.3161 Epoch 7 Batch 779/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7436, Loss: 0.3293 Epoch 7 Batch 780/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7411, Loss: 0.3390 Epoch 7 Batch 781/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7443, Loss: 0.3107 Epoch 7 Batch 782/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7418, Loss: 0.3217 Epoch 7 Batch 783/1077 - Train Accuracy: 0.7362, Validation Accuracy: 0.7365, Loss: 0.3306 Epoch 7 Batch 784/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.7408, Loss: 0.3168 Epoch 7 Batch 785/1077 - Train Accuracy: 0.7679, Validation Accuracy: 0.7344, Loss: 0.3138 Epoch 7 Batch 786/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7397, Loss: 0.3392 Epoch 7 Batch 787/1077 - Train Accuracy: 0.7612, Validation Accuracy: 0.7415, Loss: 0.2979 Epoch 7 Batch 788/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7454, Loss: 0.3238 Epoch 7 Batch 789/1077 - Train Accuracy: 0.7183, Validation Accuracy: 0.7482, Loss: 0.3344 Epoch 7 Batch 790/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7436, Loss: 0.3682 Epoch 7 Batch 791/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7450, Loss: 0.3403 Epoch 7 Batch 792/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7543, Loss: 0.3424 Epoch 7 Batch 793/1077 - Train Accuracy: 0.7836, Validation Accuracy: 0.7635, Loss: 0.3179 Epoch 7 Batch 794/1077 - Train Accuracy: 0.7453, Validation Accuracy: 0.7493, Loss: 0.3294 Epoch 7 Batch 795/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7507, Loss: 0.3419 Epoch 7 Batch 796/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7500, Loss: 0.3374 Epoch 7 Batch 797/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7475, Loss: 0.3242 Epoch 7 Batch 798/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7461, Loss: 0.3393 Epoch 7 Batch 799/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.7386, Loss: 0.3660 Epoch 7 Batch 800/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7486, Loss: 0.3217 Epoch 7 Batch 801/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7475, Loss: 0.3399 Epoch 7 Batch 802/1077 - Train Accuracy: 0.7775, Validation Accuracy: 0.7447, Loss: 0.3391 Epoch 7 Batch 803/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7468, Loss: 0.3299 Epoch 7 Batch 804/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7528, Loss: 0.3279 Epoch 7 Batch 805/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7546, Loss: 0.3280 Epoch 7 Batch 806/1077 - Train Accuracy: 0.7677, Validation Accuracy: 0.7528, Loss: 0.3235 Epoch 7 Batch 807/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7525, Loss: 0.3135 Epoch 7 Batch 808/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7468, Loss: 0.3385 Epoch 7 Batch 809/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7614, Loss: 0.3575 Epoch 7 Batch 810/1077 - Train Accuracy: 0.7760, Validation Accuracy: 0.7578, Loss: 0.3039 Epoch 7 Batch 811/1077 - Train Accuracy: 0.7786, Validation Accuracy: 0.7543, Loss: 0.3096 Epoch 7 Batch 812/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7504, Loss: 0.3351 Epoch 7 Batch 813/1077 - Train Accuracy: 0.7775, Validation Accuracy: 0.7557, Loss: 0.3207 Epoch 7 Batch 814/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7521, Loss: 0.3303 Epoch 7 Batch 815/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7454, Loss: 0.3215 Epoch 7 Batch 816/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7482, Loss: 0.3358 Epoch 7 Batch 817/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7496, Loss: 0.3463 Epoch 7 Batch 818/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.7528, Loss: 0.3346 Epoch 7 Batch 819/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7472, Loss: 0.3203 Epoch 7 Batch 820/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7450, Loss: 0.3603 Epoch 7 Batch 821/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7411, Loss: 0.3229 Epoch 7 Batch 822/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7425, Loss: 0.3267 Epoch 7 Batch 823/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7369, Loss: 0.3212 Epoch 7 Batch 824/1077 - Train Accuracy: 0.7589, Validation Accuracy: 0.7280, Loss: 0.3176 Epoch 7 Batch 825/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7262, Loss: 0.3202 Epoch 7 Batch 826/1077 - Train Accuracy: 0.7329, Validation Accuracy: 0.7372, Loss: 0.3137 Epoch 7 Batch 827/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7393, Loss: 0.3414 Epoch 7 Batch 828/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7486, Loss: 0.3316 Epoch 7 Batch 829/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7511, Loss: 0.3458 Epoch 7 Batch 830/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7468, Loss: 0.3239 Epoch 7 Batch 831/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7440, Loss: 0.3395 Epoch 7 Batch 832/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7457, Loss: 0.3282 Epoch 7 Batch 833/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7457, Loss: 0.3304 Epoch 7 Batch 834/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7425, Loss: 0.3181 Epoch 7 Batch 835/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7443, Loss: 0.3291 Epoch 7 Batch 836/1077 - Train Accuracy: 0.7697, Validation Accuracy: 0.7486, Loss: 0.3288 Epoch 7 Batch 837/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7429, Loss: 0.3411 Epoch 7 Batch 838/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7464, Loss: 0.3094 Epoch 7 Batch 839/1077 - Train Accuracy: 0.7547, Validation Accuracy: 0.7422, Loss: 0.3115 Epoch 7 Batch 840/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7525, Loss: 0.3232 Epoch 7 Batch 841/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7514, Loss: 0.3337 Epoch 7 Batch 842/1077 - Train Accuracy: 0.7535, Validation Accuracy: 0.7560, Loss: 0.3218 Epoch 7 Batch 843/1077 - Train Accuracy: 0.7716, Validation Accuracy: 0.7514, Loss: 0.3055 Epoch 7 Batch 844/1077 - Train Accuracy: 0.7485, Validation Accuracy: 0.7482, Loss: 0.3175 Epoch 7 Batch 845/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7500, Loss: 0.3229 Epoch 7 Batch 846/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7496, Loss: 0.3281 Epoch 7 Batch 847/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7518, Loss: 0.3150 Epoch 7 Batch 848/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7408, Loss: 0.3357 Epoch 7 Batch 849/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7457, Loss: 0.3091 Epoch 7 Batch 850/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7479, Loss: 0.3632 Epoch 7 Batch 851/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7536, Loss: 0.3247 Epoch 7 Batch 852/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.7571, Loss: 0.3320 Epoch 7 Batch 853/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.7521, Loss: 0.3102 Epoch 7 Batch 854/1077 - Train Accuracy: 0.7457, Validation Accuracy: 0.7489, Loss: 0.3318 Epoch 7 Batch 855/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7589, Loss: 0.3436 Epoch 7 Batch 856/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7514, Loss: 0.3354 Epoch 7 Batch 857/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7504, Loss: 0.3205 Epoch 7 Batch 858/1077 - Train Accuracy: 0.7705, Validation Accuracy: 0.7486, Loss: 0.3257 Epoch 7 Batch 859/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7536, Loss: 0.3337 Epoch 7 Batch 860/1077 - Train Accuracy: 0.7667, Validation Accuracy: 0.7557, Loss: 0.3386 Epoch 7 Batch 861/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7532, Loss: 0.3263 Epoch 7 Batch 862/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.7564, Loss: 0.3216 Epoch 7 Batch 863/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7610, Loss: 0.3038 Epoch 7 Batch 864/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7596, Loss: 0.3315 Epoch 7 Batch 865/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.7564, Loss: 0.2974 Epoch 7 Batch 866/1077 - Train Accuracy: 0.7612, Validation Accuracy: 0.7582, Loss: 0.3160 Epoch 7 Batch 867/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7599, Loss: 0.3696 Epoch 7 Batch 868/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7560, Loss: 0.3282 Epoch 7 Batch 869/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7557, Loss: 0.3331 Epoch 7 Batch 870/1077 - Train Accuracy: 0.7220, Validation Accuracy: 0.7557, Loss: 0.3319 Epoch 7 Batch 871/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7528, Loss: 0.3375 Epoch 7 Batch 872/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7521, Loss: 0.3276 Epoch 7 Batch 873/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7511, Loss: 0.3313 Epoch 7 Batch 874/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7479, Loss: 0.3293 Epoch 7 Batch 875/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.7564, Loss: 0.3169 Epoch 7 Batch 876/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7592, Loss: 0.3286 Epoch 7 Batch 877/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7603, Loss: 0.3134 Epoch 7 Batch 878/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7667, Loss: 0.3149 Epoch 7 Batch 879/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7653, Loss: 0.3036 Epoch 7 Batch 880/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7642, Loss: 0.3186 Epoch 7 Batch 881/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7724, Loss: 0.3380 Epoch 7 Batch 882/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7656, Loss: 0.3516 Epoch 7 Batch 883/1077 - Train Accuracy: 0.7167, Validation Accuracy: 0.7596, Loss: 0.3638 Epoch 7 Batch 884/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7607, Loss: 0.3030 Epoch 7 Batch 885/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7567, Loss: 0.2781 Epoch 7 Batch 886/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7379, Loss: 0.3289 Epoch 7 Batch 887/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7376, Loss: 0.3403 Epoch 7 Batch 888/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7010, Loss: 0.3359 Epoch 7 Batch 889/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7045, Loss: 0.3393 Epoch 7 Batch 890/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7422, Loss: 0.3188 Epoch 7 Batch 891/1077 - Train Accuracy: 0.7710, Validation Accuracy: 0.7397, Loss: 0.3401 Epoch 7 Batch 892/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7475, Loss: 0.3158 Epoch 7 Batch 893/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7422, Loss: 0.3471 Epoch 7 Batch 894/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7433, Loss: 0.3041 Epoch 7 Batch 895/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7557, Loss: 0.3400 Epoch 7 Batch 896/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7450, Loss: 0.3543 Epoch 7 Batch 897/1077 - Train Accuracy: 0.7403, Validation Accuracy: 0.7475, Loss: 0.3043 Epoch 7 Batch 898/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7376, Loss: 0.3010 Epoch 7 Batch 899/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7546, Loss: 0.3454 Epoch 7 Batch 900/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7514, Loss: 0.3273 Epoch 7 Batch 901/1077 - Train Accuracy: 0.7593, Validation Accuracy: 0.7482, Loss: 0.3255 Epoch 7 Batch 902/1077 - Train Accuracy: 0.7701, Validation Accuracy: 0.7457, Loss: 0.3421 Epoch 7 Batch 903/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.7571, Loss: 0.3120 Epoch 7 Batch 904/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7607, Loss: 0.3244 Epoch 7 Batch 905/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7543, Loss: 0.3085 Epoch 7 Batch 906/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7550, Loss: 0.2996 Epoch 7 Batch 907/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7521, Loss: 0.3232 Epoch 7 Batch 908/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7553, Loss: 0.3349 Epoch 7 Batch 909/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7525, Loss: 0.3274 Epoch 7 Batch 910/1077 - Train Accuracy: 0.7593, Validation Accuracy: 0.7496, Loss: 0.3127 Epoch 7 Batch 911/1077 - Train Accuracy: 0.7621, Validation Accuracy: 0.7433, Loss: 0.3132 Epoch 7 Batch 912/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7362, Loss: 0.3269 Epoch 7 Batch 913/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7393, Loss: 0.3343 Epoch 7 Batch 914/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7447, Loss: 0.3112 Epoch 7 Batch 915/1077 - Train Accuracy: 0.7274, Validation Accuracy: 0.7464, Loss: 0.3597 Epoch 7 Batch 916/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7475, Loss: 0.3196 Epoch 7 Batch 917/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7479, Loss: 0.3245 Epoch 7 Batch 918/1077 - Train Accuracy: 0.7597, Validation Accuracy: 0.7433, Loss: 0.3020 Epoch 7 Batch 919/1077 - Train Accuracy: 0.7529, Validation Accuracy: 0.7504, Loss: 0.3222 Epoch 7 Batch 920/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7536, Loss: 0.3346 Epoch 7 Batch 921/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7553, Loss: 0.3239 Epoch 7 Batch 922/1077 - Train Accuracy: 0.7541, Validation Accuracy: 0.7521, Loss: 0.3065 Epoch 7 Batch 923/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7521, Loss: 0.3382 Epoch 7 Batch 924/1077 - Train Accuracy: 0.7553, Validation Accuracy: 0.7454, Loss: 0.3372 Epoch 7 Batch 925/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7457, Loss: 0.3117 Epoch 7 Batch 926/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7408, Loss: 0.3319 Epoch 7 Batch 927/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7493, Loss: 0.3370 Epoch 7 Batch 928/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7557, Loss: 0.3104 Epoch 7 Batch 929/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7603, Loss: 0.3301 Epoch 7 Batch 930/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7567, Loss: 0.3060 Epoch 7 Batch 931/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.7599, Loss: 0.3255 Epoch 7 Batch 932/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7582, Loss: 0.3281 Epoch 7 Batch 933/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7543, Loss: 0.3187 Epoch 7 Batch 934/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.7514, Loss: 0.3488 Epoch 7 Batch 935/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7532, Loss: 0.3406 Epoch 7 Batch 936/1077 - Train Accuracy: 0.7600, Validation Accuracy: 0.7514, Loss: 0.3298 Epoch 7 Batch 937/1077 - Train Accuracy: 0.7636, Validation Accuracy: 0.7628, Loss: 0.3401 Epoch 7 Batch 938/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7599, Loss: 0.3205 Epoch 7 Batch 939/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7507, Loss: 0.3184 Epoch 7 Batch 940/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7486, Loss: 0.3207 Epoch 7 Batch 941/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7504, Loss: 0.2940 Epoch 7 Batch 942/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7557, Loss: 0.3302 Epoch 7 Batch 943/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7518, Loss: 0.3233 Epoch 7 Batch 944/1077 - Train Accuracy: 0.7679, Validation Accuracy: 0.7518, Loss: 0.3151 Epoch 7 Batch 945/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7514, Loss: 0.3021 Epoch 7 Batch 946/1077 - Train Accuracy: 0.7808, Validation Accuracy: 0.7486, Loss: 0.3251 Epoch 7 Batch 947/1077 - Train Accuracy: 0.7011, Validation Accuracy: 0.7486, Loss: 0.3489 Epoch 7 Batch 948/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7425, Loss: 0.3107 Epoch 7 Batch 949/1077 - Train Accuracy: 0.7749, Validation Accuracy: 0.7376, Loss: 0.2951 Epoch 7 Batch 950/1077 - Train Accuracy: 0.7470, Validation Accuracy: 0.7489, Loss: 0.3065 Epoch 7 Batch 951/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7582, Loss: 0.3128 Epoch 7 Batch 952/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7564, Loss: 0.3107 Epoch 7 Batch 953/1077 - Train Accuracy: 0.7788, Validation Accuracy: 0.7415, Loss: 0.3289 Epoch 7 Batch 954/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7425, Loss: 0.3379 Epoch 7 Batch 955/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7482, Loss: 0.3217 Epoch 7 Batch 956/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7408, Loss: 0.3091 Epoch 7 Batch 957/1077 - Train Accuracy: 0.7835, Validation Accuracy: 0.7393, Loss: 0.2996 Epoch 7 Batch 958/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7397, Loss: 0.3266 Epoch 7 Batch 959/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7390, Loss: 0.3048 Epoch 7 Batch 960/1077 - Train Accuracy: 0.7444, Validation Accuracy: 0.7433, Loss: 0.3165 Epoch 7 Batch 961/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7461, Loss: 0.3309 Epoch 7 Batch 962/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7393, Loss: 0.3160 Epoch 7 Batch 963/1077 - Train Accuracy: 0.7635, Validation Accuracy: 0.7280, Loss: 0.3514 Epoch 7 Batch 964/1077 - Train Accuracy: 0.7630, Validation Accuracy: 0.7234, Loss: 0.2998 Epoch 7 Batch 965/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7404, Loss: 0.3418 Epoch 7 Batch 966/1077 - Train Accuracy: 0.7938, Validation Accuracy: 0.7454, Loss: 0.2837 Epoch 7 Batch 967/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7504, Loss: 0.3077 Epoch 7 Batch 968/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.7514, Loss: 0.3491 Epoch 7 Batch 969/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7539, Loss: 0.3258 Epoch 7 Batch 970/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7628, Loss: 0.3245 Epoch 7 Batch 971/1077 - Train Accuracy: 0.7775, Validation Accuracy: 0.7418, Loss: 0.3122 Epoch 7 Batch 972/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7294, Loss: 0.3150 Epoch 7 Batch 973/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7351, Loss: 0.2965 Epoch 7 Batch 974/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7401, Loss: 0.3261 Epoch 7 Batch 975/1077 - Train Accuracy: 0.7690, Validation Accuracy: 0.7443, Loss: 0.3031 Epoch 7 Batch 976/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7422, Loss: 0.3136 Epoch 7 Batch 977/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7514, Loss: 0.3083 Epoch 7 Batch 978/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7543, Loss: 0.3181 Epoch 7 Batch 979/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7536, Loss: 0.3348 Epoch 7 Batch 980/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7440, Loss: 0.3353 Epoch 7 Batch 981/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7525, Loss: 0.3310 Epoch 7 Batch 982/1077 - Train Accuracy: 0.7757, Validation Accuracy: 0.7628, Loss: 0.3191 Epoch 7 Batch 983/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7546, Loss: 0.3387 Epoch 7 Batch 984/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7592, Loss: 0.3462 Epoch 7 Batch 985/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7575, Loss: 0.3154 Epoch 7 Batch 986/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7585, Loss: 0.3216 Epoch 7 Batch 987/1077 - Train Accuracy: 0.7615, Validation Accuracy: 0.7575, Loss: 0.3032 Epoch 7 Batch 988/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7472, Loss: 0.3194 Epoch 7 Batch 989/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7383, Loss: 0.3348 Epoch 7 Batch 990/1077 - Train Accuracy: 0.7175, Validation Accuracy: 0.7443, Loss: 0.3355 Epoch 7 Batch 991/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7603, Loss: 0.3152 Epoch 7 Batch 992/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7607, Loss: 0.3224 Epoch 7 Batch 993/1077 - Train Accuracy: 0.7715, Validation Accuracy: 0.7589, Loss: 0.2933 Epoch 7 Batch 994/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7553, Loss: 0.3069 Epoch 7 Batch 995/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7670, Loss: 0.2986 Epoch 7 Batch 996/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7489, Loss: 0.3243 Epoch 7 Batch 997/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7479, Loss: 0.3281 Epoch 7 Batch 998/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7489, Loss: 0.3104 Epoch 7 Batch 999/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7514, Loss: 0.3210 Epoch 7 Batch 1000/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7536, Loss: 0.2883 Epoch 7 Batch 1001/1077 - Train Accuracy: 0.7560, Validation Accuracy: 0.7539, Loss: 0.2945 Epoch 7 Batch 1002/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7415, Loss: 0.3074 Epoch 7 Batch 1003/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.7507, Loss: 0.2985 Epoch 7 Batch 1004/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7486, Loss: 0.3115 Epoch 7 Batch 1005/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7472, Loss: 0.3255 Epoch 7 Batch 1006/1077 - Train Accuracy: 0.7531, Validation Accuracy: 0.7468, Loss: 0.3016 Epoch 7 Batch 1007/1077 - Train Accuracy: 0.7749, Validation Accuracy: 0.7447, Loss: 0.2946 Epoch 7 Batch 1008/1077 - Train Accuracy: 0.7621, Validation Accuracy: 0.7390, Loss: 0.3205 Epoch 7 Batch 1009/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7482, Loss: 0.2958 Epoch 7 Batch 1010/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7496, Loss: 0.3201 Epoch 7 Batch 1011/1077 - Train Accuracy: 0.7531, Validation Accuracy: 0.7450, Loss: 0.3217 Epoch 7 Batch 1012/1077 - Train Accuracy: 0.7790, Validation Accuracy: 0.7461, Loss: 0.2988 Epoch 7 Batch 1013/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7479, Loss: 0.2999 Epoch 7 Batch 1014/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7447, Loss: 0.3331 Epoch 7 Batch 1015/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7518, Loss: 0.3311 Epoch 7 Batch 1016/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7500, Loss: 0.3391 Epoch 7 Batch 1017/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7557, Loss: 0.3201 Epoch 7 Batch 1018/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7607, Loss: 0.3243 Epoch 7 Batch 1019/1077 - Train Accuracy: 0.7804, Validation Accuracy: 0.7514, Loss: 0.3416 Epoch 7 Batch 1020/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7557, Loss: 0.3039 Epoch 7 Batch 1021/1077 - Train Accuracy: 0.7481, Validation Accuracy: 0.7553, Loss: 0.3309 Epoch 7 Batch 1022/1077 - Train Accuracy: 0.7846, Validation Accuracy: 0.7575, Loss: 0.3000 Epoch 7 Batch 1023/1077 - Train Accuracy: 0.7901, Validation Accuracy: 0.7603, Loss: 0.2962 Epoch 7 Batch 1024/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7631, Loss: 0.3278 Epoch 7 Batch 1025/1077 - Train Accuracy: 0.7522, Validation Accuracy: 0.7532, Loss: 0.3110 Epoch 7 Batch 1026/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7610, Loss: 0.2986 Epoch 7 Batch 1027/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7656, Loss: 0.3257 Epoch 7 Batch 1028/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7745, Loss: 0.3337 Epoch 7 Batch 1029/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7713, Loss: 0.3023 Epoch 7 Batch 1030/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7706, Loss: 0.3140 Epoch 7 Batch 1031/1077 - Train Accuracy: 0.7455, Validation Accuracy: 0.7678, Loss: 0.3380 Epoch 7 Batch 1032/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7692, Loss: 0.3187 Epoch 7 Batch 1033/1077 - Train Accuracy: 0.7556, Validation Accuracy: 0.7631, Loss: 0.3078 Epoch 7 Batch 1034/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7553, Loss: 0.3424 Epoch 7 Batch 1035/1077 - Train Accuracy: 0.8036, Validation Accuracy: 0.7518, Loss: 0.2774 Epoch 7 Batch 1036/1077 - Train Accuracy: 0.7385, Validation Accuracy: 0.7564, Loss: 0.3391 Epoch 7 Batch 1037/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7582, Loss: 0.3262 Epoch 7 Batch 1038/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7553, Loss: 0.3244 Epoch 7 Batch 1039/1077 - Train Accuracy: 0.7690, Validation Accuracy: 0.7610, Loss: 0.3012 Epoch 7 Batch 1040/1077 - Train Accuracy: 0.7821, Validation Accuracy: 0.7678, Loss: 0.3220 Epoch 7 Batch 1041/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7678, Loss: 0.3250 Epoch 7 Batch 1042/1077 - Train Accuracy: 0.7621, Validation Accuracy: 0.7596, Loss: 0.3252 Epoch 7 Batch 1043/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7567, Loss: 0.3368 Epoch 7 Batch 1044/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7596, Loss: 0.3193 Epoch 7 Batch 1045/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7543, Loss: 0.3386 Epoch 7 Batch 1046/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7546, Loss: 0.3026 Epoch 7 Batch 1047/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7663, Loss: 0.3161 Epoch 7 Batch 1048/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7674, Loss: 0.3285 Epoch 7 Batch 1049/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7582, Loss: 0.3310 Epoch 7 Batch 1050/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7589, Loss: 0.3265 Epoch 7 Batch 1051/1077 - Train Accuracy: 0.7630, Validation Accuracy: 0.7528, Loss: 0.2973 Epoch 7 Batch 1052/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7521, Loss: 0.3052 Epoch 7 Batch 1053/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7511, Loss: 0.3030 Epoch 7 Batch 1054/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7649, Loss: 0.3134 Epoch 7 Batch 1055/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7276, Loss: 0.3649 Epoch 7 Batch 1056/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7372, Loss: 0.3117 Epoch 7 Batch 1057/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7493, Loss: 0.3359 Epoch 7 Batch 1058/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7564, Loss: 0.3595 Epoch 7 Batch 1059/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7390, Loss: 0.3572 Epoch 7 Batch 1060/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7372, Loss: 0.3004 Epoch 7 Batch 1061/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7305, Loss: 0.3301 Epoch 7 Batch 1062/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7504, Loss: 0.3444 Epoch 7 Batch 1063/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7532, Loss: 0.3234 Epoch 7 Batch 1064/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.7486, Loss: 0.3139 Epoch 7 Batch 1065/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7482, Loss: 0.3274 Epoch 7 Batch 1066/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7521, Loss: 0.3097 Epoch 7 Batch 1067/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7354, Loss: 0.3207 Epoch 7 Batch 1068/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7344, Loss: 0.3126 Epoch 7 Batch 1069/1077 - Train Accuracy: 0.7917, Validation Accuracy: 0.7493, Loss: 0.2999 Epoch 7 Batch 1070/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7532, Loss: 0.3257 Epoch 7 Batch 1071/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7319, Loss: 0.3157 Epoch 7 Batch 1072/1077 - Train Accuracy: 0.7481, Validation Accuracy: 0.7418, Loss: 0.3182 Epoch 7 Batch 1073/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7486, Loss: 0.3252 Epoch 7 Batch 1074/1077 - Train Accuracy: 0.7786, Validation Accuracy: 0.7493, Loss: 0.3297 Epoch 7 Batch 1075/1077 - Train Accuracy: 0.7817, Validation Accuracy: 0.7560, Loss: 0.3407 Epoch 8 Batch 1/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7571, Loss: 0.3120 Epoch 8 Batch 2/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7624, Loss: 0.3388 Epoch 8 Batch 3/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7653, Loss: 0.3088 Epoch 8 Batch 4/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7475, Loss: 0.3279 Epoch 8 Batch 5/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7528, Loss: 0.3287 Epoch 8 Batch 6/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7500, Loss: 0.3209 Epoch 8 Batch 7/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7603, Loss: 0.3116 Epoch 8 Batch 8/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7603, Loss: 0.3049 Epoch 8 Batch 9/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7646, Loss: 0.3202 Epoch 8 Batch 10/1077 - Train Accuracy: 0.7804, Validation Accuracy: 0.7543, Loss: 0.3154 Epoch 8 Batch 11/1077 - Train Accuracy: 0.7295, Validation Accuracy: 0.7326, Loss: 0.3273 Epoch 8 Batch 12/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7397, Loss: 0.3338 Epoch 8 Batch 13/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7429, Loss: 0.3086 Epoch 8 Batch 14/1077 - Train Accuracy: 0.7943, Validation Accuracy: 0.7479, Loss: 0.2949 Epoch 8 Batch 15/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7436, Loss: 0.3048 Epoch 8 Batch 16/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7589, Loss: 0.3157 Epoch 8 Batch 17/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.7564, Loss: 0.3139 Epoch 8 Batch 18/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7560, Loss: 0.3228 Epoch 8 Batch 19/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7550, Loss: 0.3078 Epoch 8 Batch 20/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7536, Loss: 0.3049 Epoch 8 Batch 21/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7518, Loss: 0.3460 Epoch 8 Batch 22/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7344, Loss: 0.3195 Epoch 8 Batch 23/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7298, Loss: 0.3158 Epoch 8 Batch 24/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7511, Loss: 0.3132 Epoch 8 Batch 25/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7550, Loss: 0.3043 Epoch 8 Batch 26/1077 - Train Accuracy: 0.7547, Validation Accuracy: 0.7653, Loss: 0.3307 Epoch 8 Batch 27/1077 - Train Accuracy: 0.7760, Validation Accuracy: 0.7599, Loss: 0.2930 Epoch 8 Batch 28/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7603, Loss: 0.3074 Epoch 8 Batch 29/1077 - Train Accuracy: 0.7715, Validation Accuracy: 0.7525, Loss: 0.3244 Epoch 8 Batch 30/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7543, Loss: 0.3150 Epoch 8 Batch 31/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7472, Loss: 0.3090 Epoch 8 Batch 32/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7482, Loss: 0.2923 Epoch 8 Batch 33/1077 - Train Accuracy: 0.7653, Validation Accuracy: 0.7475, Loss: 0.2966 Epoch 8 Batch 34/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7450, Loss: 0.3240 Epoch 8 Batch 35/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7521, Loss: 0.3125 Epoch 8 Batch 36/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7521, Loss: 0.3275 Epoch 8 Batch 37/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7599, Loss: 0.3264 Epoch 8 Batch 38/1077 - Train Accuracy: 0.7175, Validation Accuracy: 0.7567, Loss: 0.3648 Epoch 8 Batch 39/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7578, Loss: 0.3308 Epoch 8 Batch 40/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.7592, Loss: 0.3249 Epoch 8 Batch 41/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7550, Loss: 0.3188 Epoch 8 Batch 42/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7486, Loss: 0.3324 Epoch 8 Batch 43/1077 - Train Accuracy: 0.7759, Validation Accuracy: 0.7493, Loss: 0.3166 Epoch 8 Batch 44/1077 - Train Accuracy: 0.7903, Validation Accuracy: 0.7589, Loss: 0.3165 Epoch 8 Batch 45/1077 - Train Accuracy: 0.7789, Validation Accuracy: 0.7631, Loss: 0.3176 Epoch 8 Batch 46/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7638, Loss: 0.3263 Epoch 8 Batch 47/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7656, Loss: 0.3036 Epoch 8 Batch 48/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7653, Loss: 0.3255 Epoch 8 Batch 49/1077 - Train Accuracy: 0.7541, Validation Accuracy: 0.7656, Loss: 0.3246 Epoch 8 Batch 50/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7617, Loss: 0.3166 Epoch 8 Batch 51/1077 - Train Accuracy: 0.7988, Validation Accuracy: 0.7592, Loss: 0.2977 Epoch 8 Batch 52/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7628, Loss: 0.3248 Epoch 8 Batch 53/1077 - Train Accuracy: 0.7632, Validation Accuracy: 0.7713, Loss: 0.3166 Epoch 8 Batch 54/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7710, Loss: 0.3493 Epoch 8 Batch 55/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7727, Loss: 0.2995 Epoch 8 Batch 56/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7660, Loss: 0.3077 Epoch 8 Batch 57/1077 - Train Accuracy: 0.7553, Validation Accuracy: 0.7646, Loss: 0.3015 Epoch 8 Batch 58/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7649, Loss: 0.3068 Epoch 8 Batch 59/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7521, Loss: 0.3233 Epoch 8 Batch 60/1077 - Train Accuracy: 0.7448, Validation Accuracy: 0.7500, Loss: 0.3057 Epoch 8 Batch 61/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7422, Loss: 0.3418 Epoch 8 Batch 62/1077 - Train Accuracy: 0.7525, Validation Accuracy: 0.7674, Loss: 0.3420 Epoch 8 Batch 63/1077 - Train Accuracy: 0.7853, Validation Accuracy: 0.7678, Loss: 0.2988 Epoch 8 Batch 64/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7663, Loss: 0.3034 Epoch 8 Batch 65/1077 - Train Accuracy: 0.7401, Validation Accuracy: 0.7660, Loss: 0.3227 Epoch 8 Batch 66/1077 - Train Accuracy: 0.7571, Validation Accuracy: 0.7599, Loss: 0.2961 Epoch 8 Batch 67/1077 - Train Accuracy: 0.7935, Validation Accuracy: 0.7564, Loss: 0.3020 Epoch 8 Batch 68/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7493, Loss: 0.3248 Epoch 8 Batch 69/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7607, Loss: 0.3268 Epoch 8 Batch 70/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7667, Loss: 0.3299 Epoch 8 Batch 71/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7635, Loss: 0.2910 Epoch 8 Batch 72/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7670, Loss: 0.3178 Epoch 8 Batch 73/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7589, Loss: 0.3282 Epoch 8 Batch 74/1077 - Train Accuracy: 0.7667, Validation Accuracy: 0.7518, Loss: 0.2847 Epoch 8 Batch 75/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7504, Loss: 0.3388 Epoch 8 Batch 76/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.7443, Loss: 0.2991 Epoch 8 Batch 77/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7653, Loss: 0.3109 Epoch 8 Batch 78/1077 - Train Accuracy: 0.7401, Validation Accuracy: 0.7628, Loss: 0.3208 Epoch 8 Batch 79/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7628, Loss: 0.3131 Epoch 8 Batch 80/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7688, Loss: 0.3174 Epoch 8 Batch 81/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.7599, Loss: 0.3015 Epoch 8 Batch 82/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7553, Loss: 0.2813 Epoch 8 Batch 83/1077 - Train Accuracy: 0.7681, Validation Accuracy: 0.7575, Loss: 0.3260 Epoch 8 Batch 84/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7610, Loss: 0.3133 Epoch 8 Batch 85/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7628, Loss: 0.3078 Epoch 8 Batch 86/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7720, Loss: 0.3084 Epoch 8 Batch 87/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7646, Loss: 0.3327 Epoch 8 Batch 88/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7642, Loss: 0.3157 Epoch 8 Batch 89/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7525, Loss: 0.3342 Epoch 8 Batch 90/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7536, Loss: 0.3268 Epoch 8 Batch 91/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7536, Loss: 0.2743 Epoch 8 Batch 92/1077 - Train Accuracy: 0.7705, Validation Accuracy: 0.7557, Loss: 0.3051 Epoch 8 Batch 93/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7543, Loss: 0.3229 Epoch 8 Batch 94/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7578, Loss: 0.2782 Epoch 8 Batch 95/1077 - Train Accuracy: 0.7794, Validation Accuracy: 0.7660, Loss: 0.3096 Epoch 8 Batch 96/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7663, Loss: 0.2964 Epoch 8 Batch 97/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7589, Loss: 0.2978 Epoch 8 Batch 98/1077 - Train Accuracy: 0.7876, Validation Accuracy: 0.7617, Loss: 0.2937 Epoch 8 Batch 99/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7656, Loss: 0.3152 Epoch 8 Batch 100/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7717, Loss: 0.3036 Epoch 8 Batch 101/1077 - Train Accuracy: 0.7547, Validation Accuracy: 0.7710, Loss: 0.3146 Epoch 8 Batch 102/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7717, Loss: 0.2913 Epoch 8 Batch 103/1077 - Train Accuracy: 0.7615, Validation Accuracy: 0.7685, Loss: 0.3518 Epoch 8 Batch 104/1077 - Train Accuracy: 0.7549, Validation Accuracy: 0.7642, Loss: 0.3363 Epoch 8 Batch 105/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7624, Loss: 0.3117 Epoch 8 Batch 106/1077 - Train Accuracy: 0.7907, Validation Accuracy: 0.7631, Loss: 0.3117 Epoch 8 Batch 107/1077 - Train Accuracy: 0.7563, Validation Accuracy: 0.7670, Loss: 0.3089 Epoch 8 Batch 108/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7699, Loss: 0.2838 Epoch 8 Batch 109/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7656, Loss: 0.3051 Epoch 8 Batch 110/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7631, Loss: 0.2936 Epoch 8 Batch 111/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7603, Loss: 0.3097 Epoch 8 Batch 112/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7514, Loss: 0.3001 Epoch 8 Batch 113/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7528, Loss: 0.3374 Epoch 8 Batch 114/1077 - Train Accuracy: 0.8010, Validation Accuracy: 0.7571, Loss: 0.2894 Epoch 8 Batch 115/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7635, Loss: 0.3193 Epoch 8 Batch 116/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7635, Loss: 0.3440 Epoch 8 Batch 117/1077 - Train Accuracy: 0.7289, Validation Accuracy: 0.7649, Loss: 0.3334 Epoch 8 Batch 118/1077 - Train Accuracy: 0.7253, Validation Accuracy: 0.7557, Loss: 0.3424 Epoch 8 Batch 119/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7582, Loss: 0.3203 Epoch 8 Batch 120/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7678, Loss: 0.3275 Epoch 8 Batch 121/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7717, Loss: 0.3202 Epoch 8 Batch 122/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7678, Loss: 0.2979 Epoch 8 Batch 123/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7628, Loss: 0.2849 Epoch 8 Batch 124/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7706, Loss: 0.3273 Epoch 8 Batch 125/1077 - Train Accuracy: 0.7861, Validation Accuracy: 0.7706, Loss: 0.3066 Epoch 8 Batch 126/1077 - Train Accuracy: 0.7749, Validation Accuracy: 0.7685, Loss: 0.3026 Epoch 8 Batch 127/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7685, Loss: 0.2952 Epoch 8 Batch 128/1077 - Train Accuracy: 0.8088, Validation Accuracy: 0.7674, Loss: 0.2905 Epoch 8 Batch 129/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7752, Loss: 0.3067 Epoch 8 Batch 130/1077 - Train Accuracy: 0.7772, Validation Accuracy: 0.7596, Loss: 0.2858 Epoch 8 Batch 131/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7702, Loss: 0.3079 Epoch 8 Batch 132/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7607, Loss: 0.3229 Epoch 8 Batch 133/1077 - Train Accuracy: 0.7360, Validation Accuracy: 0.7656, Loss: 0.3161 Epoch 8 Batch 134/1077 - Train Accuracy: 0.7779, Validation Accuracy: 0.7578, Loss: 0.2842 Epoch 8 Batch 135/1077 - Train Accuracy: 0.7870, Validation Accuracy: 0.7614, Loss: 0.3125 Epoch 8 Batch 136/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7628, Loss: 0.2996 Epoch 8 Batch 137/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7585, Loss: 0.2858 Epoch 8 Batch 138/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7536, Loss: 0.3118 Epoch 8 Batch 139/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7543, Loss: 0.3063 Epoch 8 Batch 140/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7592, Loss: 0.3167 Epoch 8 Batch 141/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7624, Loss: 0.3194 Epoch 8 Batch 142/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.7571, Loss: 0.2927 Epoch 8 Batch 143/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7560, Loss: 0.3088 Epoch 8 Batch 144/1077 - Train Accuracy: 0.7393, Validation Accuracy: 0.7479, Loss: 0.3411 Epoch 8 Batch 145/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7486, Loss: 0.3155 Epoch 8 Batch 146/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7461, Loss: 0.3288 Epoch 8 Batch 147/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7454, Loss: 0.3256 Epoch 8 Batch 148/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7560, Loss: 0.3022 Epoch 8 Batch 149/1077 - Train Accuracy: 0.7680, Validation Accuracy: 0.7482, Loss: 0.2962 Epoch 8 Batch 150/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7454, Loss: 0.3001 Epoch 8 Batch 151/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7436, Loss: 0.2914 Epoch 8 Batch 152/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7450, Loss: 0.3237 Epoch 8 Batch 153/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7553, Loss: 0.3130 Epoch 8 Batch 154/1077 - Train Accuracy: 0.7747, Validation Accuracy: 0.7525, Loss: 0.3225 Epoch 8 Batch 155/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7514, Loss: 0.3103 Epoch 8 Batch 156/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7550, Loss: 0.2985 Epoch 8 Batch 157/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7571, Loss: 0.3079 Epoch 8 Batch 158/1077 - Train Accuracy: 0.7705, Validation Accuracy: 0.7532, Loss: 0.2999 Epoch 8 Batch 159/1077 - Train Accuracy: 0.7768, Validation Accuracy: 0.7603, Loss: 0.2929 Epoch 8 Batch 160/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7614, Loss: 0.3070 Epoch 8 Batch 161/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7592, Loss: 0.3003 Epoch 8 Batch 162/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7493, Loss: 0.3492 Epoch 8 Batch 163/1077 - Train Accuracy: 0.7845, Validation Accuracy: 0.7479, Loss: 0.3268 Epoch 8 Batch 164/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7429, Loss: 0.3026 Epoch 8 Batch 165/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7479, Loss: 0.3185 Epoch 8 Batch 166/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7653, Loss: 0.3007 Epoch 8 Batch 167/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7663, Loss: 0.3160 Epoch 8 Batch 168/1077 - Train Accuracy: 0.7681, Validation Accuracy: 0.7614, Loss: 0.3327 Epoch 8 Batch 169/1077 - Train Accuracy: 0.7731, Validation Accuracy: 0.7631, Loss: 0.2945 Epoch 8 Batch 170/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7603, Loss: 0.3281 Epoch 8 Batch 171/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7472, Loss: 0.2843 Epoch 8 Batch 172/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7425, Loss: 0.2853 Epoch 8 Batch 173/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7369, Loss: 0.3303 Epoch 8 Batch 174/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7386, Loss: 0.3142 Epoch 8 Batch 175/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7596, Loss: 0.2990 Epoch 8 Batch 176/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7592, Loss: 0.3246 Epoch 8 Batch 177/1077 - Train Accuracy: 0.7681, Validation Accuracy: 0.7660, Loss: 0.3175 Epoch 8 Batch 178/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7489, Loss: 0.2986 Epoch 8 Batch 179/1077 - Train Accuracy: 0.7911, Validation Accuracy: 0.7369, Loss: 0.3177 Epoch 8 Batch 180/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7482, Loss: 0.3032 Epoch 8 Batch 181/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7585, Loss: 0.3063 Epoch 8 Batch 182/1077 - Train Accuracy: 0.7429, Validation Accuracy: 0.7596, Loss: 0.3210 Epoch 8 Batch 183/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7536, Loss: 0.3162 Epoch 8 Batch 184/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7482, Loss: 0.2941 Epoch 8 Batch 185/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7500, Loss: 0.3065 Epoch 8 Batch 186/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7383, Loss: 0.3023 Epoch 8 Batch 187/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7418, Loss: 0.3070 Epoch 8 Batch 188/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7464, Loss: 0.3148 Epoch 8 Batch 189/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7528, Loss: 0.3072 Epoch 8 Batch 190/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7567, Loss: 0.3064 Epoch 8 Batch 191/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7532, Loss: 0.2838 Epoch 8 Batch 192/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7578, Loss: 0.3208 Epoch 8 Batch 193/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7649, Loss: 0.2930 Epoch 8 Batch 194/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7628, Loss: 0.3000 Epoch 8 Batch 195/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7582, Loss: 0.3085 Epoch 8 Batch 196/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7596, Loss: 0.2973 Epoch 8 Batch 197/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7610, Loss: 0.3068 Epoch 8 Batch 198/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7575, Loss: 0.2999 Epoch 8 Batch 199/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7560, Loss: 0.2795 Epoch 8 Batch 200/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7546, Loss: 0.3112 Epoch 8 Batch 201/1077 - Train Accuracy: 0.7859, Validation Accuracy: 0.7631, Loss: 0.2853 Epoch 8 Batch 202/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7603, Loss: 0.3006 Epoch 8 Batch 203/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7518, Loss: 0.3007 Epoch 8 Batch 204/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7486, Loss: 0.3274 Epoch 8 Batch 205/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7567, Loss: 0.3000 Epoch 8 Batch 206/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7599, Loss: 0.2966 Epoch 8 Batch 207/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7589, Loss: 0.2954 Epoch 8 Batch 208/1077 - Train Accuracy: 0.7772, Validation Accuracy: 0.7589, Loss: 0.2882 Epoch 8 Batch 209/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7571, Loss: 0.2812 Epoch 8 Batch 210/1077 - Train Accuracy: 0.7831, Validation Accuracy: 0.7443, Loss: 0.2914 Epoch 8 Batch 211/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7393, Loss: 0.3010 Epoch 8 Batch 212/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7340, Loss: 0.2777 Epoch 8 Batch 213/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7464, Loss: 0.2843 Epoch 8 Batch 214/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7500, Loss: 0.3045 Epoch 8 Batch 215/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7493, Loss: 0.3252 Epoch 8 Batch 216/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7450, Loss: 0.3145 Epoch 8 Batch 217/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7372, Loss: 0.2893 Epoch 8 Batch 218/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7408, Loss: 0.3280 Epoch 8 Batch 219/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7571, Loss: 0.2932 Epoch 8 Batch 220/1077 - Train Accuracy: 0.7701, Validation Accuracy: 0.7536, Loss: 0.3086 Epoch 8 Batch 221/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7631, Loss: 0.3053 Epoch 8 Batch 222/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7699, Loss: 0.3131 Epoch 8 Batch 223/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7795, Loss: 0.2863 Epoch 8 Batch 224/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7724, Loss: 0.3082 Epoch 8 Batch 225/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7727, Loss: 0.3049 Epoch 8 Batch 226/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7702, Loss: 0.3002 Epoch 8 Batch 227/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7741, Loss: 0.3230 Epoch 8 Batch 228/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7713, Loss: 0.2880 Epoch 8 Batch 229/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7592, Loss: 0.2951 Epoch 8 Batch 230/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.7635, Loss: 0.2821 Epoch 8 Batch 231/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7670, Loss: 0.3179 Epoch 8 Batch 232/1077 - Train Accuracy: 0.7780, Validation Accuracy: 0.7589, Loss: 0.3158 Epoch 8 Batch 233/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7731, Loss: 0.3100 Epoch 8 Batch 234/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7777, Loss: 0.3083 Epoch 8 Batch 235/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7670, Loss: 0.2816 Epoch 8 Batch 236/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7692, Loss: 0.3109 Epoch 8 Batch 237/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7681, Loss: 0.2761 Epoch 8 Batch 238/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7653, Loss: 0.2963 Epoch 8 Batch 239/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7610, Loss: 0.2746 Epoch 8 Batch 240/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7592, Loss: 0.2829 Epoch 8 Batch 241/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.7646, Loss: 0.2734 Epoch 8 Batch 242/1077 - Train Accuracy: 0.7785, Validation Accuracy: 0.7585, Loss: 0.2855 Epoch 8 Batch 243/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7653, Loss: 0.3278 Epoch 8 Batch 244/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.7720, Loss: 0.2888 Epoch 8 Batch 245/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7688, Loss: 0.2839 Epoch 8 Batch 246/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7670, Loss: 0.2882 Epoch 8 Batch 247/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7681, Loss: 0.2888 Epoch 8 Batch 248/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7670, Loss: 0.2882 Epoch 8 Batch 249/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7543, Loss: 0.2866 Epoch 8 Batch 250/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7543, Loss: 0.2868 Epoch 8 Batch 251/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7564, Loss: 0.3029 Epoch 8 Batch 252/1077 - Train Accuracy: 0.7859, Validation Accuracy: 0.7525, Loss: 0.2869 Epoch 8 Batch 253/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7567, Loss: 0.2785 Epoch 8 Batch 254/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7567, Loss: 0.2975 Epoch 8 Batch 255/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7504, Loss: 0.2930 Epoch 8 Batch 256/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7543, Loss: 0.3337 Epoch 8 Batch 257/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7553, Loss: 0.2963 Epoch 8 Batch 258/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7567, Loss: 0.2776 Epoch 8 Batch 259/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7557, Loss: 0.2947 Epoch 8 Batch 260/1077 - Train Accuracy: 0.8021, Validation Accuracy: 0.7546, Loss: 0.2909 Epoch 8 Batch 261/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7525, Loss: 0.2895 Epoch 8 Batch 262/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7564, Loss: 0.2910 Epoch 8 Batch 263/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.7575, Loss: 0.2922 Epoch 8 Batch 264/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7518, Loss: 0.3201 Epoch 8 Batch 265/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7539, Loss: 0.3007 Epoch 8 Batch 266/1077 - Train Accuracy: 0.7507, Validation Accuracy: 0.7585, Loss: 0.3030 Epoch 8 Batch 267/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7603, Loss: 0.2796 Epoch 8 Batch 268/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7610, Loss: 0.3123 Epoch 8 Batch 269/1077 - Train Accuracy: 0.7747, Validation Accuracy: 0.7621, Loss: 0.3129 Epoch 8 Batch 270/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7610, Loss: 0.3192 Epoch 8 Batch 271/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7401, Loss: 0.2815 Epoch 8 Batch 272/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7433, Loss: 0.3374 Epoch 8 Batch 273/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7457, Loss: 0.2943 Epoch 8 Batch 274/1077 - Train Accuracy: 0.7638, Validation Accuracy: 0.7493, Loss: 0.2945 Epoch 8 Batch 275/1077 - Train Accuracy: 0.7764, Validation Accuracy: 0.7518, Loss: 0.2836 Epoch 8 Batch 276/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7539, Loss: 0.3171 Epoch 8 Batch 277/1077 - Train Accuracy: 0.7749, Validation Accuracy: 0.7511, Loss: 0.2748 Epoch 8 Batch 278/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7567, Loss: 0.3277 Epoch 8 Batch 279/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7575, Loss: 0.3567 Epoch 8 Batch 280/1077 - Train Accuracy: 0.7473, Validation Accuracy: 0.7624, Loss: 0.3023 Epoch 8 Batch 281/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7638, Loss: 0.3073 Epoch 8 Batch 282/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7599, Loss: 0.3181 Epoch 8 Batch 283/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.7599, Loss: 0.2914 Epoch 8 Batch 284/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7713, Loss: 0.3217 Epoch 8 Batch 285/1077 - Train Accuracy: 0.7958, Validation Accuracy: 0.7798, Loss: 0.2818 Epoch 8 Batch 286/1077 - Train Accuracy: 0.7861, Validation Accuracy: 0.7702, Loss: 0.2810 Epoch 8 Batch 287/1077 - Train Accuracy: 0.7785, Validation Accuracy: 0.7759, Loss: 0.2946 Epoch 8 Batch 288/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7770, Loss: 0.3265 Epoch 8 Batch 289/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.7805, Loss: 0.3052 Epoch 8 Batch 290/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7862, Loss: 0.3221 Epoch 8 Batch 291/1077 - Train Accuracy: 0.8032, Validation Accuracy: 0.7852, Loss: 0.2996 Epoch 8 Batch 292/1077 - Train Accuracy: 0.8095, Validation Accuracy: 0.7756, Loss: 0.2959 Epoch 8 Batch 293/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7670, Loss: 0.3266 Epoch 8 Batch 294/1077 - Train Accuracy: 0.8054, Validation Accuracy: 0.7621, Loss: 0.2767 Epoch 8 Batch 295/1077 - Train Accuracy: 0.7636, Validation Accuracy: 0.7646, Loss: 0.3076 Epoch 8 Batch 296/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.7660, Loss: 0.2833 Epoch 8 Batch 297/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7589, Loss: 0.3170 Epoch 8 Batch 298/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7511, Loss: 0.3146 Epoch 8 Batch 299/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7543, Loss: 0.2871 Epoch 8 Batch 300/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7610, Loss: 0.2922 Epoch 8 Batch 301/1077 - Train Accuracy: 0.7688, Validation Accuracy: 0.7670, Loss: 0.2975 Epoch 8 Batch 302/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7674, Loss: 0.2993 Epoch 8 Batch 303/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7695, Loss: 0.3126 Epoch 8 Batch 304/1077 - Train Accuracy: 0.7671, Validation Accuracy: 0.7724, Loss: 0.2823 Epoch 8 Batch 305/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7805, Loss: 0.3023 Epoch 8 Batch 306/1077 - Train Accuracy: 0.7857, Validation Accuracy: 0.7670, Loss: 0.2998 Epoch 8 Batch 307/1077 - Train Accuracy: 0.7362, Validation Accuracy: 0.7653, Loss: 0.2960 Epoch 8 Batch 308/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7759, Loss: 0.3179 Epoch 8 Batch 309/1077 - Train Accuracy: 0.7939, Validation Accuracy: 0.7759, Loss: 0.2764 Epoch 8 Batch 310/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7759, Loss: 0.3026 Epoch 8 Batch 311/1077 - Train Accuracy: 0.7760, Validation Accuracy: 0.7759, Loss: 0.2839 Epoch 8 Batch 312/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7756, Loss: 0.3289 Epoch 8 Batch 313/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7773, Loss: 0.2848 Epoch 8 Batch 314/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7798, Loss: 0.2969 Epoch 8 Batch 315/1077 - Train Accuracy: 0.8054, Validation Accuracy: 0.7862, Loss: 0.2747 Epoch 8 Batch 316/1077 - Train Accuracy: 0.7999, Validation Accuracy: 0.7827, Loss: 0.2819 Epoch 8 Batch 317/1077 - Train Accuracy: 0.7825, Validation Accuracy: 0.7837, Loss: 0.3229 Epoch 8 Batch 318/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7770, Loss: 0.3087 Epoch 8 Batch 319/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7773, Loss: 0.3148 Epoch 8 Batch 320/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7777, Loss: 0.3132 Epoch 8 Batch 321/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7756, Loss: 0.3000 Epoch 8 Batch 322/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7759, Loss: 0.2826 Epoch 8 Batch 323/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.7699, Loss: 0.2946 Epoch 8 Batch 324/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7770, Loss: 0.2967 Epoch 8 Batch 325/1077 - Train Accuracy: 0.8088, Validation Accuracy: 0.7781, Loss: 0.2775 Epoch 8 Batch 326/1077 - Train Accuracy: 0.8025, Validation Accuracy: 0.7727, Loss: 0.2782 Epoch 8 Batch 327/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7663, Loss: 0.3241 Epoch 8 Batch 328/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7599, Loss: 0.3015 Epoch 8 Batch 329/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7621, Loss: 0.3139 Epoch 8 Batch 330/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7614, Loss: 0.2871 Epoch 8 Batch 331/1077 - Train Accuracy: 0.7627, Validation Accuracy: 0.7518, Loss: 0.3011 Epoch 8 Batch 332/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7468, Loss: 0.2632 Epoch 8 Batch 333/1077 - Train Accuracy: 0.7989, Validation Accuracy: 0.7425, Loss: 0.3000 Epoch 8 Batch 334/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7433, Loss: 0.2911 Epoch 8 Batch 335/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7457, Loss: 0.2829 Epoch 8 Batch 336/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7315, Loss: 0.3098 Epoch 8 Batch 337/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7422, Loss: 0.3217 Epoch 8 Batch 338/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7582, Loss: 0.3229 Epoch 8 Batch 339/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.7578, Loss: 0.2905 Epoch 8 Batch 340/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.7560, Loss: 0.2936 Epoch 8 Batch 341/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7596, Loss: 0.3312 Epoch 8 Batch 342/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7585, Loss: 0.2921 Epoch 8 Batch 343/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7525, Loss: 0.3120 Epoch 8 Batch 344/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.7532, Loss: 0.2918 Epoch 8 Batch 345/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7493, Loss: 0.2930 Epoch 8 Batch 346/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7464, Loss: 0.2980 Epoch 8 Batch 347/1077 - Train Accuracy: 0.7958, Validation Accuracy: 0.7354, Loss: 0.2673 Epoch 8 Batch 348/1077 - Train Accuracy: 0.7716, Validation Accuracy: 0.7401, Loss: 0.2853 Epoch 8 Batch 349/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7475, Loss: 0.2874 Epoch 8 Batch 350/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7546, Loss: 0.2925 Epoch 8 Batch 351/1077 - Train Accuracy: 0.7521, Validation Accuracy: 0.7560, Loss: 0.3150 Epoch 8 Batch 352/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7550, Loss: 0.3095 Epoch 8 Batch 353/1077 - Train Accuracy: 0.7607, Validation Accuracy: 0.7617, Loss: 0.3250 Epoch 8 Batch 354/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7681, Loss: 0.3186 Epoch 8 Batch 355/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.7617, Loss: 0.2913 Epoch 8 Batch 356/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7638, Loss: 0.2928 Epoch 8 Batch 357/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7475, Loss: 0.2815 Epoch 8 Batch 358/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7475, Loss: 0.3173 Epoch 8 Batch 359/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7596, Loss: 0.2980 Epoch 8 Batch 360/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7536, Loss: 0.2868 Epoch 8 Batch 361/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7567, Loss: 0.3014 Epoch 8 Batch 362/1077 - Train Accuracy: 0.7653, Validation Accuracy: 0.7543, Loss: 0.2868 Epoch 8 Batch 363/1077 - Train Accuracy: 0.7523, Validation Accuracy: 0.7504, Loss: 0.3173 Epoch 8 Batch 364/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7649, Loss: 0.3045 Epoch 8 Batch 365/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7610, Loss: 0.2899 Epoch 8 Batch 366/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7667, Loss: 0.2967 Epoch 8 Batch 367/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7656, Loss: 0.2540 Epoch 8 Batch 368/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7617, Loss: 0.2966 Epoch 8 Batch 369/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7638, Loss: 0.2866 Epoch 8 Batch 370/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.7635, Loss: 0.2823 Epoch 8 Batch 371/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.7617, Loss: 0.2824 Epoch 8 Batch 372/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7692, Loss: 0.2822 Epoch 8 Batch 373/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7724, Loss: 0.2786 Epoch 8 Batch 374/1077 - Train Accuracy: 0.7547, Validation Accuracy: 0.7710, Loss: 0.3091 Epoch 8 Batch 375/1077 - Train Accuracy: 0.7976, Validation Accuracy: 0.7727, Loss: 0.2727 Epoch 8 Batch 376/1077 - Train Accuracy: 0.7763, Validation Accuracy: 0.7731, Loss: 0.2774 Epoch 8 Batch 377/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7578, Loss: 0.3009 Epoch 8 Batch 378/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7628, Loss: 0.2754 Epoch 8 Batch 379/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7702, Loss: 0.3048 Epoch 8 Batch 380/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7614, Loss: 0.2773 Epoch 8 Batch 381/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7560, Loss: 0.3072 Epoch 8 Batch 382/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7635, Loss: 0.3129 Epoch 8 Batch 383/1077 - Train Accuracy: 0.7604, Validation Accuracy: 0.7660, Loss: 0.2924 Epoch 8 Batch 384/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7614, Loss: 0.2866 Epoch 8 Batch 385/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7685, Loss: 0.2953 Epoch 8 Batch 386/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7734, Loss: 0.2868 Epoch 8 Batch 387/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7738, Loss: 0.2775 Epoch 8 Batch 388/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.7681, Loss: 0.3139 Epoch 8 Batch 389/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.7624, Loss: 0.2928 Epoch 8 Batch 390/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7678, Loss: 0.3277 Epoch 8 Batch 391/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.7759, Loss: 0.2882 Epoch 8 Batch 392/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7660, Loss: 0.2782 Epoch 8 Batch 393/1077 - Train Accuracy: 0.7786, Validation Accuracy: 0.7621, Loss: 0.2885 Epoch 8 Batch 394/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7610, Loss: 0.3120 Epoch 8 Batch 395/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7646, Loss: 0.2818 Epoch 8 Batch 396/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7589, Loss: 0.2988 Epoch 8 Batch 397/1077 - Train Accuracy: 0.7857, Validation Accuracy: 0.7731, Loss: 0.3017 Epoch 8 Batch 398/1077 - Train Accuracy: 0.8100, Validation Accuracy: 0.7635, Loss: 0.2952 Epoch 8 Batch 399/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7642, Loss: 0.3051 Epoch 8 Batch 400/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.7670, Loss: 0.2997 Epoch 8 Batch 401/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7649, Loss: 0.2880 Epoch 8 Batch 402/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.7617, Loss: 0.2786 Epoch 8 Batch 403/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7763, Loss: 0.3019 Epoch 8 Batch 404/1077 - Train Accuracy: 0.7958, Validation Accuracy: 0.7653, Loss: 0.2871 Epoch 8 Batch 405/1077 - Train Accuracy: 0.7850, Validation Accuracy: 0.7681, Loss: 0.3168 Epoch 8 Batch 406/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7656, Loss: 0.2776 Epoch 8 Batch 407/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7624, Loss: 0.3069 Epoch 8 Batch 408/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7759, Loss: 0.3004 Epoch 8 Batch 409/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7759, Loss: 0.3054 Epoch 8 Batch 410/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7741, Loss: 0.3078 Epoch 8 Batch 411/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7749, Loss: 0.2836 Epoch 8 Batch 412/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7649, Loss: 0.2769 Epoch 8 Batch 413/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7930, Loss: 0.2844 Epoch 8 Batch 414/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7830, Loss: 0.3137 Epoch 8 Batch 415/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7795, Loss: 0.2898 Epoch 8 Batch 416/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7695, Loss: 0.2889 Epoch 8 Batch 417/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7663, Loss: 0.2977 Epoch 8 Batch 418/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.7777, Loss: 0.2886 Epoch 8 Batch 419/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.7720, Loss: 0.2949 Epoch 8 Batch 420/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7809, Loss: 0.2776 Epoch 8 Batch 421/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7795, Loss: 0.3047 Epoch 8 Batch 422/1077 - Train Accuracy: 0.7489, Validation Accuracy: 0.7848, Loss: 0.2838 Epoch 8 Batch 423/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7816, Loss: 0.2939 Epoch 8 Batch 424/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7681, Loss: 0.3047 Epoch 8 Batch 425/1077 - Train Accuracy: 0.7920, Validation Accuracy: 0.7681, Loss: 0.2799 Epoch 8 Batch 426/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7596, Loss: 0.2999 Epoch 8 Batch 427/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7536, Loss: 0.2782 Epoch 8 Batch 428/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7578, Loss: 0.2616 Epoch 8 Batch 429/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7514, Loss: 0.2852 Epoch 8 Batch 430/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7525, Loss: 0.2921 Epoch 8 Batch 431/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7646, Loss: 0.3010 Epoch 8 Batch 432/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7653, Loss: 0.2833 Epoch 8 Batch 433/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7667, Loss: 0.3067 Epoch 8 Batch 434/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7585, Loss: 0.2965 Epoch 8 Batch 435/1077 - Train Accuracy: 0.8146, Validation Accuracy: 0.7720, Loss: 0.3075 Epoch 8 Batch 436/1077 - Train Accuracy: 0.7894, Validation Accuracy: 0.7695, Loss: 0.2780 Epoch 8 Batch 437/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7635, Loss: 0.3052 Epoch 8 Batch 438/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7660, Loss: 0.2914 Epoch 8 Batch 439/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7695, Loss: 0.3152 Epoch 8 Batch 440/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7607, Loss: 0.3070 Epoch 8 Batch 441/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7514, Loss: 0.2758 Epoch 8 Batch 442/1077 - Train Accuracy: 0.7850, Validation Accuracy: 0.7560, Loss: 0.2798 Epoch 8 Batch 443/1077 - Train Accuracy: 0.7630, Validation Accuracy: 0.7383, Loss: 0.2740 Epoch 8 Batch 444/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7443, Loss: 0.2866 Epoch 8 Batch 445/1077 - Train Accuracy: 0.7475, Validation Accuracy: 0.7528, Loss: 0.2955 Epoch 8 Batch 446/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.7557, Loss: 0.2718 Epoch 8 Batch 447/1077 - Train Accuracy: 0.7473, Validation Accuracy: 0.7543, Loss: 0.3063 Epoch 8 Batch 448/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7543, Loss: 0.2933 Epoch 8 Batch 449/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7607, Loss: 0.3160 Epoch 8 Batch 450/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.7706, Loss: 0.2770 Epoch 8 Batch 451/1077 - Train Accuracy: 0.8103, Validation Accuracy: 0.7638, Loss: 0.2645 Epoch 8 Batch 452/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7710, Loss: 0.2943 Epoch 8 Batch 453/1077 - Train Accuracy: 0.7604, Validation Accuracy: 0.7649, Loss: 0.2821 Epoch 8 Batch 454/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7546, Loss: 0.3131 Epoch 8 Batch 455/1077 - Train Accuracy: 0.7688, Validation Accuracy: 0.7493, Loss: 0.2806 Epoch 8 Batch 456/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7578, Loss: 0.2897 Epoch 8 Batch 457/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7617, Loss: 0.2794 Epoch 8 Batch 458/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7766, Loss: 0.3043 Epoch 8 Batch 459/1077 - Train Accuracy: 0.7999, Validation Accuracy: 0.7649, Loss: 0.2693 Epoch 8 Batch 460/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7617, Loss: 0.3020 Epoch 8 Batch 461/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.7592, Loss: 0.2948 Epoch 8 Batch 462/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7560, Loss: 0.2939 Epoch 8 Batch 463/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7560, Loss: 0.3067 Epoch 8 Batch 464/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7525, Loss: 0.2842 Epoch 8 Batch 465/1077 - Train Accuracy: 0.7447, Validation Accuracy: 0.7614, Loss: 0.3437 Epoch 8 Batch 466/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.7631, Loss: 0.2956 Epoch 8 Batch 467/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7692, Loss: 0.2826 Epoch 8 Batch 468/1077 - Train Accuracy: 0.7987, Validation Accuracy: 0.7614, Loss: 0.2908 Epoch 8 Batch 469/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7592, Loss: 0.3127 Epoch 8 Batch 470/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7532, Loss: 0.3117 Epoch 8 Batch 471/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7546, Loss: 0.2818 Epoch 8 Batch 472/1077 - Train Accuracy: 0.7935, Validation Accuracy: 0.7670, Loss: 0.2669 Epoch 8 Batch 473/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7706, Loss: 0.2943 Epoch 8 Batch 474/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7717, Loss: 0.3079 Epoch 8 Batch 475/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7770, Loss: 0.2908 Epoch 8 Batch 476/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7745, Loss: 0.2784 Epoch 8 Batch 477/1077 - Train Accuracy: 0.8292, Validation Accuracy: 0.7656, Loss: 0.2768 Epoch 8 Batch 478/1077 - Train Accuracy: 0.7817, Validation Accuracy: 0.7596, Loss: 0.3144 Epoch 8 Batch 479/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7805, Loss: 0.3064 Epoch 8 Batch 480/1077 - Train Accuracy: 0.7948, Validation Accuracy: 0.7717, Loss: 0.2867 Epoch 8 Batch 481/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7724, Loss: 0.2914 Epoch 8 Batch 482/1077 - Train Accuracy: 0.7804, Validation Accuracy: 0.7695, Loss: 0.3108 Epoch 8 Batch 483/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7653, Loss: 0.3033 Epoch 8 Batch 484/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7678, Loss: 0.2881 Epoch 8 Batch 485/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.7766, Loss: 0.3035 Epoch 8 Batch 486/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7781, Loss: 0.2845 Epoch 8 Batch 487/1077 - Train Accuracy: 0.7940, Validation Accuracy: 0.7852, Loss: 0.2975 Epoch 8 Batch 488/1077 - Train Accuracy: 0.7862, Validation Accuracy: 0.7876, Loss: 0.2875 Epoch 8 Batch 489/1077 - Train Accuracy: 0.7712, Validation Accuracy: 0.7717, Loss: 0.2810 Epoch 8 Batch 490/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7656, Loss: 0.3007 Epoch 8 Batch 491/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7638, Loss: 0.2938 Epoch 8 Batch 492/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7738, Loss: 0.3003 Epoch 8 Batch 493/1077 - Train Accuracy: 0.8065, Validation Accuracy: 0.7795, Loss: 0.2645 Epoch 8 Batch 494/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7852, Loss: 0.2792 Epoch 8 Batch 495/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7866, Loss: 0.2823 Epoch 8 Batch 496/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7638, Loss: 0.2908 Epoch 8 Batch 497/1077 - Train Accuracy: 0.7841, Validation Accuracy: 0.7717, Loss: 0.3068 Epoch 8 Batch 498/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.7987, Loss: 0.2811 Epoch 8 Batch 499/1077 - Train Accuracy: 0.7307, Validation Accuracy: 0.7894, Loss: 0.2785 Epoch 8 Batch 500/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7759, Loss: 0.2758 Epoch 8 Batch 501/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7717, Loss: 0.2860 Epoch 8 Batch 502/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7656, Loss: 0.2883 Epoch 8 Batch 503/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7713, Loss: 0.2833 Epoch 8 Batch 504/1077 - Train Accuracy: 0.7789, Validation Accuracy: 0.7692, Loss: 0.2994 Epoch 8 Batch 505/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.7695, Loss: 0.2578 Epoch 8 Batch 506/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7670, Loss: 0.2973 Epoch 8 Batch 507/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7638, Loss: 0.2876 Epoch 8 Batch 508/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7688, Loss: 0.2849 Epoch 8 Batch 509/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7695, Loss: 0.3061 Epoch 8 Batch 510/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7670, Loss: 0.2791 Epoch 8 Batch 511/1077 - Train Accuracy: 0.7681, Validation Accuracy: 0.7752, Loss: 0.2884 Epoch 8 Batch 512/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.7802, Loss: 0.2789 Epoch 8 Batch 513/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7795, Loss: 0.2835 Epoch 8 Batch 514/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7713, Loss: 0.2862 Epoch 8 Batch 515/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7695, Loss: 0.3133 Epoch 8 Batch 516/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.7674, Loss: 0.2536 Epoch 8 Batch 517/1077 - Train Accuracy: 0.7853, Validation Accuracy: 0.7692, Loss: 0.2890 Epoch 8 Batch 518/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7734, Loss: 0.2669 Epoch 8 Batch 519/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7844, Loss: 0.2865 Epoch 8 Batch 520/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.7589, Loss: 0.2592 Epoch 8 Batch 521/1077 - Train Accuracy: 0.7630, Validation Accuracy: 0.7589, Loss: 0.2762 Epoch 8 Batch 522/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7727, Loss: 0.3182 Epoch 8 Batch 523/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7653, Loss: 0.2895 Epoch 8 Batch 524/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7720, Loss: 0.2977 Epoch 8 Batch 525/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7663, Loss: 0.2807 Epoch 8 Batch 526/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.7553, Loss: 0.2797 Epoch 8 Batch 527/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7710, Loss: 0.2899 Epoch 8 Batch 528/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7699, Loss: 0.2780 Epoch 8 Batch 529/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7685, Loss: 0.2739 Epoch 8 Batch 530/1077 - Train Accuracy: 0.7680, Validation Accuracy: 0.7749, Loss: 0.2988 Epoch 8 Batch 531/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7791, Loss: 0.2776 Epoch 8 Batch 532/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7749, Loss: 0.3288 Epoch 8 Batch 533/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7635, Loss: 0.2980 Epoch 8 Batch 534/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7646, Loss: 0.2924 Epoch 8 Batch 535/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7642, Loss: 0.2810 Epoch 8 Batch 536/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7557, Loss: 0.2755 Epoch 8 Batch 537/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7482, Loss: 0.2973 Epoch 8 Batch 538/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.7536, Loss: 0.2693 Epoch 8 Batch 539/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7585, Loss: 0.2938 Epoch 8 Batch 540/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7617, Loss: 0.2624 Epoch 8 Batch 541/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7582, Loss: 0.2904 Epoch 8 Batch 542/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7631, Loss: 0.2793 Epoch 8 Batch 543/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7777, Loss: 0.2770 Epoch 8 Batch 544/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7649, Loss: 0.2816 Epoch 8 Batch 545/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7702, Loss: 0.3116 Epoch 8 Batch 546/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7660, Loss: 0.3015 Epoch 8 Batch 547/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7681, Loss: 0.2716 Epoch 8 Batch 548/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7727, Loss: 0.2840 Epoch 8 Batch 549/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7720, Loss: 0.3040 Epoch 8 Batch 550/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7724, Loss: 0.3103 Epoch 8 Batch 551/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7717, Loss: 0.2967 Epoch 8 Batch 552/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.7702, Loss: 0.2914 Epoch 8 Batch 553/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7773, Loss: 0.2870 Epoch 8 Batch 554/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7681, Loss: 0.3014 Epoch 8 Batch 555/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7752, Loss: 0.2897 Epoch 8 Batch 556/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7660, Loss: 0.2831 Epoch 8 Batch 557/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7663, Loss: 0.2818 Epoch 8 Batch 558/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7695, Loss: 0.2759 Epoch 8 Batch 559/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7773, Loss: 0.2868 Epoch 8 Batch 560/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7763, Loss: 0.2705 Epoch 8 Batch 561/1077 - Train Accuracy: 0.7757, Validation Accuracy: 0.7788, Loss: 0.2793 Epoch 8 Batch 562/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.7770, Loss: 0.2627 Epoch 8 Batch 563/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7752, Loss: 0.3083 Epoch 8 Batch 564/1077 - Train Accuracy: 0.7993, Validation Accuracy: 0.7781, Loss: 0.3041 Epoch 8 Batch 565/1077 - Train Accuracy: 0.7831, Validation Accuracy: 0.7812, Loss: 0.2931 Epoch 8 Batch 566/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7788, Loss: 0.3032 Epoch 8 Batch 567/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.7859, Loss: 0.2859 Epoch 8 Batch 568/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7752, Loss: 0.2744 Epoch 8 Batch 569/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7727, Loss: 0.2976 Epoch 8 Batch 570/1077 - Train Accuracy: 0.7718, Validation Accuracy: 0.7596, Loss: 0.3007 Epoch 8 Batch 571/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.7660, Loss: 0.2697 Epoch 8 Batch 572/1077 - Train Accuracy: 0.7943, Validation Accuracy: 0.7766, Loss: 0.2608 Epoch 8 Batch 573/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7848, Loss: 0.3031 Epoch 8 Batch 574/1077 - Train Accuracy: 0.7821, Validation Accuracy: 0.7791, Loss: 0.2939 Epoch 8 Batch 575/1077 - Train Accuracy: 0.7943, Validation Accuracy: 0.7738, Loss: 0.2855 Epoch 8 Batch 576/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7734, Loss: 0.2942 Epoch 8 Batch 577/1077 - Train Accuracy: 0.7771, Validation Accuracy: 0.7812, Loss: 0.2982 Epoch 8 Batch 578/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7869, Loss: 0.2862 Epoch 8 Batch 579/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7656, Loss: 0.2812 Epoch 8 Batch 580/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.7678, Loss: 0.2740 Epoch 8 Batch 581/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7720, Loss: 0.2770 Epoch 8 Batch 582/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7844, Loss: 0.2699 Epoch 8 Batch 583/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7667, Loss: 0.3114 Epoch 8 Batch 584/1077 - Train Accuracy: 0.7779, Validation Accuracy: 0.7738, Loss: 0.2972 Epoch 8 Batch 585/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7795, Loss: 0.2700 Epoch 8 Batch 586/1077 - Train Accuracy: 0.7644, Validation Accuracy: 0.7791, Loss: 0.2959 Epoch 8 Batch 587/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.7610, Loss: 0.2743 Epoch 8 Batch 588/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7688, Loss: 0.2854 Epoch 8 Batch 589/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.7734, Loss: 0.2878 Epoch 8 Batch 590/1077 - Train Accuracy: 0.7368, Validation Accuracy: 0.7667, Loss: 0.3107 Epoch 8 Batch 591/1077 - Train Accuracy: 0.7919, Validation Accuracy: 0.7642, Loss: 0.2622 Epoch 8 Batch 592/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7688, Loss: 0.2914 Epoch 8 Batch 593/1077 - Train Accuracy: 0.7764, Validation Accuracy: 0.7660, Loss: 0.2945 Epoch 8 Batch 594/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7504, Loss: 0.3001 Epoch 8 Batch 595/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7571, Loss: 0.2931 Epoch 8 Batch 596/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7578, Loss: 0.2965 Epoch 8 Batch 597/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7720, Loss: 0.2945 Epoch 8 Batch 598/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7702, Loss: 0.2735 Epoch 8 Batch 599/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7713, Loss: 0.3257 Epoch 8 Batch 600/1077 - Train Accuracy: 0.8069, Validation Accuracy: 0.7702, Loss: 0.2682 Epoch 8 Batch 601/1077 - Train Accuracy: 0.7917, Validation Accuracy: 0.7486, Loss: 0.2809 Epoch 8 Batch 602/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7567, Loss: 0.2892 Epoch 8 Batch 603/1077 - Train Accuracy: 0.7946, Validation Accuracy: 0.7699, Loss: 0.2813 Epoch 8 Batch 604/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7841, Loss: 0.2961 Epoch 8 Batch 605/1077 - Train Accuracy: 0.8076, Validation Accuracy: 0.7812, Loss: 0.2976 Epoch 8 Batch 606/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.7841, Loss: 0.2641 Epoch 8 Batch 607/1077 - Train Accuracy: 0.7990, Validation Accuracy: 0.7855, Loss: 0.2708 Epoch 8 Batch 608/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7741, Loss: 0.2949 Epoch 8 Batch 609/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7788, Loss: 0.3007 Epoch 8 Batch 610/1077 - Train Accuracy: 0.7603, Validation Accuracy: 0.7834, Loss: 0.2875 Epoch 8 Batch 611/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.7809, Loss: 0.2998 Epoch 8 Batch 612/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7727, Loss: 0.2667 Epoch 8 Batch 613/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7624, Loss: 0.3074 Epoch 8 Batch 614/1077 - Train Accuracy: 0.7935, Validation Accuracy: 0.7617, Loss: 0.2785 Epoch 8 Batch 615/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.7667, Loss: 0.2787 Epoch 8 Batch 616/1077 - Train Accuracy: 0.7463, Validation Accuracy: 0.7702, Loss: 0.2922 Epoch 8 Batch 617/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7777, Loss: 0.2757 Epoch 8 Batch 618/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7884, Loss: 0.2975 Epoch 8 Batch 619/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7837, Loss: 0.2957 Epoch 8 Batch 620/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7834, Loss: 0.2741 Epoch 8 Batch 621/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.7855, Loss: 0.2856 Epoch 8 Batch 622/1077 - Train Accuracy: 0.8080, Validation Accuracy: 0.7720, Loss: 0.3007 Epoch 8 Batch 623/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7738, Loss: 0.3052 Epoch 8 Batch 624/1077 - Train Accuracy: 0.8069, Validation Accuracy: 0.7759, Loss: 0.2681 Epoch 8 Batch 625/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7844, Loss: 0.2767 Epoch 8 Batch 626/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7781, Loss: 0.2534 Epoch 8 Batch 627/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7788, Loss: 0.2827 Epoch 8 Batch 628/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7770, Loss: 0.2861 Epoch 8 Batch 629/1077 - Train Accuracy: 0.7693, Validation Accuracy: 0.7738, Loss: 0.2844 Epoch 8 Batch 630/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7852, Loss: 0.2755 Epoch 8 Batch 631/1077 - Train Accuracy: 0.7764, Validation Accuracy: 0.7891, Loss: 0.2710 Epoch 8 Batch 632/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7841, Loss: 0.2919 Epoch 8 Batch 633/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7752, Loss: 0.2896 Epoch 8 Batch 634/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7706, Loss: 0.2693 Epoch 8 Batch 635/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7727, Loss: 0.3076 Epoch 8 Batch 636/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7756, Loss: 0.2915 Epoch 8 Batch 637/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7710, Loss: 0.2850 Epoch 8 Batch 638/1077 - Train Accuracy: 0.7939, Validation Accuracy: 0.7770, Loss: 0.2629 Epoch 8 Batch 639/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7702, Loss: 0.2761 Epoch 8 Batch 640/1077 - Train Accuracy: 0.7608, Validation Accuracy: 0.7653, Loss: 0.2791 Epoch 8 Batch 641/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7717, Loss: 0.2729 Epoch 8 Batch 642/1077 - Train Accuracy: 0.7697, Validation Accuracy: 0.7741, Loss: 0.2829 Epoch 8 Batch 643/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7823, Loss: 0.2644 Epoch 8 Batch 644/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7830, Loss: 0.2708 Epoch 8 Batch 645/1077 - Train Accuracy: 0.7872, Validation Accuracy: 0.7788, Loss: 0.2717 Epoch 8 Batch 646/1077 - Train Accuracy: 0.7779, Validation Accuracy: 0.7844, Loss: 0.2819 Epoch 8 Batch 647/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7866, Loss: 0.2847 Epoch 8 Batch 648/1077 - Train Accuracy: 0.7946, Validation Accuracy: 0.7837, Loss: 0.2726 Epoch 8 Batch 649/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7805, Loss: 0.2787 Epoch 8 Batch 650/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7710, Loss: 0.2888 Epoch 8 Batch 651/1077 - Train Accuracy: 0.7857, Validation Accuracy: 0.7717, Loss: 0.2781 Epoch 8 Batch 652/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.7738, Loss: 0.2943 Epoch 8 Batch 653/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.7773, Loss: 0.2941 Epoch 8 Batch 654/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7695, Loss: 0.2680 Epoch 8 Batch 655/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7646, Loss: 0.2918 Epoch 8 Batch 656/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7646, Loss: 0.2965 Epoch 8 Batch 657/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7596, Loss: 0.3001 Epoch 8 Batch 658/1077 - Train Accuracy: 0.7842, Validation Accuracy: 0.7678, Loss: 0.2703 Epoch 8 Batch 659/1077 - Train Accuracy: 0.8251, Validation Accuracy: 0.7724, Loss: 0.2774 Epoch 8 Batch 660/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7727, Loss: 0.2798 Epoch 8 Batch 661/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7692, Loss: 0.2665 Epoch 8 Batch 662/1077 - Train Accuracy: 0.7842, Validation Accuracy: 0.7681, Loss: 0.2643 Epoch 8 Batch 663/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.7607, Loss: 0.2545 Epoch 8 Batch 664/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7631, Loss: 0.2744 Epoch 8 Batch 665/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7678, Loss: 0.2850 Epoch 8 Batch 666/1077 - Train Accuracy: 0.7693, Validation Accuracy: 0.7635, Loss: 0.2877 Epoch 8 Batch 667/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7670, Loss: 0.3061 Epoch 8 Batch 668/1077 - Train Accuracy: 0.8032, Validation Accuracy: 0.7834, Loss: 0.2711 Epoch 8 Batch 669/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7862, Loss: 0.2739 Epoch 8 Batch 670/1077 - Train Accuracy: 0.8040, Validation Accuracy: 0.7784, Loss: 0.2614 Epoch 8 Batch 671/1077 - Train Accuracy: 0.7718, Validation Accuracy: 0.7770, Loss: 0.3073 Epoch 8 Batch 672/1077 - Train Accuracy: 0.7842, Validation Accuracy: 0.7699, Loss: 0.2723 Epoch 8 Batch 673/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7720, Loss: 0.2612 Epoch 8 Batch 674/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7791, Loss: 0.2818 Epoch 8 Batch 675/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7777, Loss: 0.2830 Epoch 8 Batch 676/1077 - Train Accuracy: 0.8100, Validation Accuracy: 0.7773, Loss: 0.2872 Epoch 8 Batch 677/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7781, Loss: 0.2996 Epoch 8 Batch 678/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7791, Loss: 0.2627 Epoch 8 Batch 679/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7788, Loss: 0.2927 Epoch 8 Batch 680/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7827, Loss: 0.2833 Epoch 8 Batch 681/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.7862, Loss: 0.2845 Epoch 8 Batch 682/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7848, Loss: 0.2817 Epoch 8 Batch 683/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7759, Loss: 0.2776 Epoch 8 Batch 684/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7741, Loss: 0.2708 Epoch 8 Batch 685/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7770, Loss: 0.2850 Epoch 8 Batch 686/1077 - Train Accuracy: 0.7950, Validation Accuracy: 0.7812, Loss: 0.2632 Epoch 8 Batch 687/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.7844, Loss: 0.2962 Epoch 8 Batch 688/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.7756, Loss: 0.2689 Epoch 8 Batch 689/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.7795, Loss: 0.2746 Epoch 8 Batch 690/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7766, Loss: 0.2724 Epoch 8 Batch 691/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7766, Loss: 0.3179 Epoch 8 Batch 692/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7766, Loss: 0.2610 Epoch 8 Batch 693/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7766, Loss: 0.3396 Epoch 8 Batch 694/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.7724, Loss: 0.2659 Epoch 8 Batch 695/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7812, Loss: 0.2685 Epoch 8 Batch 696/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7717, Loss: 0.2968 Epoch 8 Batch 697/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7642, Loss: 0.2698 Epoch 8 Batch 698/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7763, Loss: 0.2666 Epoch 8 Batch 699/1077 - Train Accuracy: 0.7993, Validation Accuracy: 0.7791, Loss: 0.2891 Epoch 8 Batch 700/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7738, Loss: 0.2653 Epoch 8 Batch 701/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7585, Loss: 0.2934 Epoch 8 Batch 702/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.7812, Loss: 0.2838 Epoch 8 Batch 703/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7884, Loss: 0.2969 Epoch 8 Batch 704/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7869, Loss: 0.2843 Epoch 8 Batch 705/1077 - Train Accuracy: 0.8014, Validation Accuracy: 0.7905, Loss: 0.3158 Epoch 8 Batch 706/1077 - Train Accuracy: 0.7682, Validation Accuracy: 0.7926, Loss: 0.2880 Epoch 8 Batch 707/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7752, Loss: 0.2747 Epoch 8 Batch 708/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7738, Loss: 0.2820 Epoch 8 Batch 709/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7699, Loss: 0.3084 Epoch 8 Batch 710/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7706, Loss: 0.2817 Epoch 8 Batch 711/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.7752, Loss: 0.3030 Epoch 8 Batch 712/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.7745, Loss: 0.2684 Epoch 8 Batch 713/1077 - Train Accuracy: 0.7908, Validation Accuracy: 0.7805, Loss: 0.2558 Epoch 8 Batch 714/1077 - Train Accuracy: 0.7794, Validation Accuracy: 0.7571, Loss: 0.2982 Epoch 8 Batch 715/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7386, Loss: 0.2981 Epoch 8 Batch 716/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.7724, Loss: 0.2649 Epoch 8 Batch 717/1077 - Train Accuracy: 0.7998, Validation Accuracy: 0.7784, Loss: 0.2743 Epoch 8 Batch 718/1077 - Train Accuracy: 0.7555, Validation Accuracy: 0.7692, Loss: 0.2994 Epoch 8 Batch 719/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7628, Loss: 0.2892 Epoch 8 Batch 720/1077 - Train Accuracy: 0.7899, Validation Accuracy: 0.7710, Loss: 0.2926 Epoch 8 Batch 721/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7674, Loss: 0.2917 Epoch 8 Batch 722/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7667, Loss: 0.2843 Epoch 8 Batch 723/1077 - Train Accuracy: 0.7846, Validation Accuracy: 0.7663, Loss: 0.2827 Epoch 8 Batch 724/1077 - Train Accuracy: 0.7854, Validation Accuracy: 0.7866, Loss: 0.2985 Epoch 8 Batch 725/1077 - Train Accuracy: 0.8341, Validation Accuracy: 0.7869, Loss: 0.2747 Epoch 8 Batch 726/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7972, Loss: 0.2680 Epoch 8 Batch 727/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7841, Loss: 0.2480 Epoch 8 Batch 728/1077 - Train Accuracy: 0.7530, Validation Accuracy: 0.7738, Loss: 0.2894 Epoch 8 Batch 729/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7816, Loss: 0.3024 Epoch 8 Batch 730/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.7692, Loss: 0.2944 Epoch 8 Batch 731/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7628, Loss: 0.2792 Epoch 8 Batch 732/1077 - Train Accuracy: 0.7747, Validation Accuracy: 0.7653, Loss: 0.3002 Epoch 8 Batch 733/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7852, Loss: 0.2890 Epoch 8 Batch 734/1077 - Train Accuracy: 0.7936, Validation Accuracy: 0.7745, Loss: 0.2939 Epoch 8 Batch 735/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.7766, Loss: 0.2751 Epoch 8 Batch 736/1077 - Train Accuracy: 0.7948, Validation Accuracy: 0.7823, Loss: 0.2893 Epoch 8 Batch 737/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7607, Loss: 0.3041 Epoch 8 Batch 738/1077 - Train Accuracy: 0.8037, Validation Accuracy: 0.7525, Loss: 0.2457 Epoch 8 Batch 739/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7447, Loss: 0.2675 Epoch 8 Batch 740/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7692, Loss: 0.2690 Epoch 8 Batch 741/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7759, Loss: 0.2861 Epoch 8 Batch 742/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7710, Loss: 0.2784 Epoch 8 Batch 743/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7678, Loss: 0.2811 Epoch 8 Batch 744/1077 - Train Accuracy: 0.8054, Validation Accuracy: 0.7724, Loss: 0.2533 Epoch 8 Batch 745/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.7749, Loss: 0.2746 Epoch 8 Batch 746/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.7635, Loss: 0.2635 Epoch 8 Batch 747/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.7667, Loss: 0.2542 Epoch 8 Batch 748/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7642, Loss: 0.2676 Epoch 8 Batch 749/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7777, Loss: 0.2836 Epoch 8 Batch 750/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7809, Loss: 0.2759 Epoch 8 Batch 751/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7805, Loss: 0.2660 Epoch 8 Batch 752/1077 - Train Accuracy: 0.7772, Validation Accuracy: 0.7756, Loss: 0.2634 Epoch 8 Batch 753/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7781, Loss: 0.2707 Epoch 8 Batch 754/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7749, Loss: 0.2867 Epoch 8 Batch 755/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7731, Loss: 0.2752 Epoch 8 Batch 756/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.7727, Loss: 0.2740 Epoch 8 Batch 757/1077 - Train Accuracy: 0.7899, Validation Accuracy: 0.7756, Loss: 0.2818 Epoch 8 Batch 758/1077 - Train Accuracy: 0.8296, Validation Accuracy: 0.7809, Loss: 0.2473 Epoch 8 Batch 759/1077 - Train Accuracy: 0.8013, Validation Accuracy: 0.7855, Loss: 0.2592 Epoch 8 Batch 760/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.7869, Loss: 0.2810 Epoch 8 Batch 761/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7823, Loss: 0.2934 Epoch 8 Batch 762/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7759, Loss: 0.2485 Epoch 8 Batch 763/1077 - Train Accuracy: 0.7991, Validation Accuracy: 0.7756, Loss: 0.2727 Epoch 8 Batch 764/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7791, Loss: 0.2704 Epoch 8 Batch 765/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7731, Loss: 0.2741 Epoch 8 Batch 766/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7727, Loss: 0.2803 Epoch 8 Batch 767/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.7710, Loss: 0.2809 Epoch 8 Batch 768/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7749, Loss: 0.2805 Epoch 8 Batch 769/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7766, Loss: 0.2796 Epoch 8 Batch 770/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7749, Loss: 0.2582 Epoch 8 Batch 771/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7756, Loss: 0.2756 Epoch 8 Batch 772/1077 - Train Accuracy: 0.7846, Validation Accuracy: 0.7717, Loss: 0.2679 Epoch 8 Batch 773/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7663, Loss: 0.2606 Epoch 8 Batch 774/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7678, Loss: 0.2880 Epoch 8 Batch 775/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7741, Loss: 0.2683 Epoch 8 Batch 776/1077 - Train Accuracy: 0.7988, Validation Accuracy: 0.7777, Loss: 0.2705 Epoch 8 Batch 777/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.7859, Loss: 0.2795 Epoch 8 Batch 778/1077 - Train Accuracy: 0.8229, Validation Accuracy: 0.7766, Loss: 0.2614 Epoch 8 Batch 779/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.7699, Loss: 0.2748 Epoch 8 Batch 780/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7660, Loss: 0.2833 Epoch 8 Batch 781/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.7745, Loss: 0.2575 Epoch 8 Batch 782/1077 - Train Accuracy: 0.7917, Validation Accuracy: 0.7816, Loss: 0.2643 Epoch 8 Batch 783/1077 - Train Accuracy: 0.7612, Validation Accuracy: 0.7901, Loss: 0.2698 Epoch 8 Batch 784/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7915, Loss: 0.2611 Epoch 8 Batch 785/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7965, Loss: 0.2589 Epoch 8 Batch 786/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7859, Loss: 0.2771 Epoch 8 Batch 787/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.7791, Loss: 0.2462 Epoch 8 Batch 788/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7777, Loss: 0.2640 Epoch 8 Batch 789/1077 - Train Accuracy: 0.7825, Validation Accuracy: 0.7866, Loss: 0.2711 Epoch 8 Batch 790/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7841, Loss: 0.3012 Epoch 8 Batch 791/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7841, Loss: 0.2832 Epoch 8 Batch 792/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7798, Loss: 0.2824 Epoch 8 Batch 793/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7812, Loss: 0.2663 Epoch 8 Batch 794/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7862, Loss: 0.2639 Epoch 8 Batch 795/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7848, Loss: 0.2895 Epoch 8 Batch 796/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7837, Loss: 0.2775 Epoch 8 Batch 797/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7898, Loss: 0.2692 Epoch 8 Batch 798/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7855, Loss: 0.2810 Epoch 8 Batch 799/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7866, Loss: 0.3025 Epoch 8 Batch 800/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7809, Loss: 0.2689 Epoch 8 Batch 801/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7788, Loss: 0.2781 Epoch 8 Batch 802/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.7880, Loss: 0.2863 Epoch 8 Batch 803/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7923, Loss: 0.2685 Epoch 8 Batch 804/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7894, Loss: 0.2684 Epoch 8 Batch 805/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7901, Loss: 0.2719 Epoch 8 Batch 806/1077 - Train Accuracy: 0.8080, Validation Accuracy: 0.7930, Loss: 0.2684 Epoch 8 Batch 807/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.7859, Loss: 0.2513 Epoch 8 Batch 808/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7940, Loss: 0.2896 Epoch 8 Batch 809/1077 - Train Accuracy: 0.7710, Validation Accuracy: 0.7884, Loss: 0.3049 Epoch 8 Batch 810/1077 - Train Accuracy: 0.8118, Validation Accuracy: 0.7894, Loss: 0.2555 Epoch 8 Batch 811/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.7848, Loss: 0.2641 Epoch 8 Batch 812/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7809, Loss: 0.2804 Epoch 8 Batch 813/1077 - Train Accuracy: 0.8077, Validation Accuracy: 0.7837, Loss: 0.2753 Epoch 8 Batch 814/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7884, Loss: 0.2809 Epoch 8 Batch 815/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7834, Loss: 0.2677 Epoch 8 Batch 816/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.7798, Loss: 0.2892 Epoch 8 Batch 817/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7795, Loss: 0.2930 Epoch 8 Batch 818/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7848, Loss: 0.2828 Epoch 8 Batch 819/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7884, Loss: 0.2716 Epoch 8 Batch 820/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7777, Loss: 0.3005 Epoch 8 Batch 821/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7848, Loss: 0.2656 Epoch 8 Batch 822/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7809, Loss: 0.2717 Epoch 8 Batch 823/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7781, Loss: 0.2684 Epoch 8 Batch 824/1077 - Train Accuracy: 0.7794, Validation Accuracy: 0.7539, Loss: 0.2698 Epoch 8 Batch 825/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7500, Loss: 0.2648 Epoch 8 Batch 826/1077 - Train Accuracy: 0.7768, Validation Accuracy: 0.7646, Loss: 0.2665 Epoch 8 Batch 827/1077 - Train Accuracy: 0.7870, Validation Accuracy: 0.7805, Loss: 0.2803 Epoch 8 Batch 828/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7745, Loss: 0.2710 Epoch 8 Batch 829/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7724, Loss: 0.2957 Epoch 8 Batch 830/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7738, Loss: 0.2663 Epoch 8 Batch 831/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7816, Loss: 0.2853 Epoch 8 Batch 832/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7756, Loss: 0.2686 Epoch 8 Batch 833/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.7738, Loss: 0.2722 Epoch 8 Batch 834/1077 - Train Accuracy: 0.8253, Validation Accuracy: 0.7734, Loss: 0.2640 Epoch 8 Batch 835/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7884, Loss: 0.2734 Epoch 8 Batch 836/1077 - Train Accuracy: 0.8072, Validation Accuracy: 0.7812, Loss: 0.2737 Epoch 8 Batch 837/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7802, Loss: 0.2893 Epoch 8 Batch 838/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7809, Loss: 0.2553 Epoch 8 Batch 839/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7827, Loss: 0.2583 Epoch 8 Batch 840/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7781, Loss: 0.2671 Epoch 8 Batch 841/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7692, Loss: 0.2783 Epoch 8 Batch 842/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.7805, Loss: 0.2643 Epoch 8 Batch 843/1077 - Train Accuracy: 0.7958, Validation Accuracy: 0.7731, Loss: 0.2520 Epoch 8 Batch 844/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7706, Loss: 0.2640 Epoch 8 Batch 845/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7734, Loss: 0.2724 Epoch 8 Batch 846/1077 - Train Accuracy: 0.7988, Validation Accuracy: 0.7820, Loss: 0.2747 Epoch 8 Batch 847/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.7933, Loss: 0.2563 Epoch 8 Batch 848/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.7812, Loss: 0.2766 Epoch 8 Batch 849/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.7713, Loss: 0.2595 Epoch 8 Batch 850/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7685, Loss: 0.3024 Epoch 8 Batch 851/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7770, Loss: 0.2668 Epoch 8 Batch 852/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7848, Loss: 0.2787 Epoch 8 Batch 853/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7866, Loss: 0.2559 Epoch 8 Batch 854/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7823, Loss: 0.2762 Epoch 8 Batch 855/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7866, Loss: 0.2854 Epoch 8 Batch 856/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7763, Loss: 0.2776 Epoch 8 Batch 857/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7663, Loss: 0.2610 Epoch 8 Batch 858/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.7706, Loss: 0.2678 Epoch 8 Batch 859/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7766, Loss: 0.2775 Epoch 8 Batch 860/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7834, Loss: 0.2754 Epoch 8 Batch 861/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7887, Loss: 0.2683 Epoch 8 Batch 862/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.7915, Loss: 0.2709 Epoch 8 Batch 863/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.7979, Loss: 0.2457 Epoch 8 Batch 864/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7962, Loss: 0.2665 Epoch 8 Batch 865/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.7891, Loss: 0.2534 Epoch 8 Batch 866/1077 - Train Accuracy: 0.7872, Validation Accuracy: 0.7876, Loss: 0.2637 Epoch 8 Batch 867/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7919, Loss: 0.3205 Epoch 8 Batch 868/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7947, Loss: 0.2643 Epoch 8 Batch 869/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7937, Loss: 0.2791 Epoch 8 Batch 870/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.8033, Loss: 0.2812 Epoch 8 Batch 871/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.8026, Loss: 0.2797 Epoch 8 Batch 872/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8072, Loss: 0.2649 Epoch 8 Batch 873/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7951, Loss: 0.2785 Epoch 8 Batch 874/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7898, Loss: 0.2733 Epoch 8 Batch 875/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7915, Loss: 0.2605 Epoch 8 Batch 876/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7876, Loss: 0.2643 Epoch 8 Batch 877/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.7951, Loss: 0.2591 Epoch 8 Batch 878/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7841, Loss: 0.2557 Epoch 8 Batch 879/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7905, Loss: 0.2554 Epoch 8 Batch 880/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7930, Loss: 0.2701 Epoch 8 Batch 881/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7791, Loss: 0.2747 Epoch 8 Batch 882/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7841, Loss: 0.2986 Epoch 8 Batch 883/1077 - Train Accuracy: 0.7405, Validation Accuracy: 0.7912, Loss: 0.3051 Epoch 8 Batch 884/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7894, Loss: 0.2541 Epoch 8 Batch 885/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7901, Loss: 0.2292 Epoch 8 Batch 886/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7987, Loss: 0.2693 Epoch 8 Batch 887/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.7876, Loss: 0.2851 Epoch 8 Batch 888/1077 - Train Accuracy: 0.7757, Validation Accuracy: 0.7340, Loss: 0.2869 Epoch 8 Batch 889/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7290, Loss: 0.2814 Epoch 8 Batch 890/1077 - Train Accuracy: 0.8110, Validation Accuracy: 0.7564, Loss: 0.2681 Epoch 8 Batch 891/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7727, Loss: 0.2904 Epoch 8 Batch 892/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.7844, Loss: 0.2547 Epoch 8 Batch 893/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7852, Loss: 0.2917 Epoch 8 Batch 894/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.7873, Loss: 0.2569 Epoch 8 Batch 895/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7784, Loss: 0.2855 Epoch 8 Batch 896/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.7670, Loss: 0.2959 Epoch 8 Batch 897/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7731, Loss: 0.2558 Epoch 8 Batch 898/1077 - Train Accuracy: 0.7850, Validation Accuracy: 0.7923, Loss: 0.2521 Epoch 8 Batch 899/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7937, Loss: 0.2822 Epoch 8 Batch 900/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7841, Loss: 0.2804 Epoch 8 Batch 901/1077 - Train Accuracy: 0.7831, Validation Accuracy: 0.7791, Loss: 0.2797 Epoch 8 Batch 902/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7749, Loss: 0.2884 Epoch 8 Batch 903/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.7805, Loss: 0.2665 Epoch 8 Batch 904/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7834, Loss: 0.2676 Epoch 8 Batch 905/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.7791, Loss: 0.2576 Epoch 8 Batch 906/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.7727, Loss: 0.2515 Epoch 8 Batch 907/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7752, Loss: 0.2602 Epoch 8 Batch 908/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7859, Loss: 0.2838 Epoch 8 Batch 909/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7862, Loss: 0.2783 Epoch 8 Batch 910/1077 - Train Accuracy: 0.7954, Validation Accuracy: 0.7912, Loss: 0.2659 Epoch 8 Batch 911/1077 - Train Accuracy: 0.8082, Validation Accuracy: 0.7887, Loss: 0.2729 Epoch 8 Batch 912/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7837, Loss: 0.2727 Epoch 8 Batch 913/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7869, Loss: 0.2800 Epoch 8 Batch 914/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7862, Loss: 0.2657 Epoch 8 Batch 915/1077 - Train Accuracy: 0.7677, Validation Accuracy: 0.7887, Loss: 0.2949 Epoch 8 Batch 916/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7717, Loss: 0.2707 Epoch 8 Batch 917/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7749, Loss: 0.2697 Epoch 8 Batch 918/1077 - Train Accuracy: 0.8077, Validation Accuracy: 0.7816, Loss: 0.2507 Epoch 8 Batch 919/1077 - Train Accuracy: 0.7944, Validation Accuracy: 0.7844, Loss: 0.2655 Epoch 8 Batch 920/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7940, Loss: 0.2747 Epoch 8 Batch 921/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7908, Loss: 0.2676 Epoch 8 Batch 922/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7873, Loss: 0.2597 Epoch 8 Batch 923/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7859, Loss: 0.2825 Epoch 8 Batch 924/1077 - Train Accuracy: 0.8076, Validation Accuracy: 0.7912, Loss: 0.2911 Epoch 8 Batch 925/1077 - Train Accuracy: 0.8036, Validation Accuracy: 0.7894, Loss: 0.2562 Epoch 8 Batch 926/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7887, Loss: 0.2747 Epoch 8 Batch 927/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7908, Loss: 0.2750 Epoch 8 Batch 928/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7940, Loss: 0.2559 Epoch 8 Batch 929/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7852, Loss: 0.2749 Epoch 8 Batch 930/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7859, Loss: 0.2513 Epoch 8 Batch 931/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7880, Loss: 0.2770 Epoch 8 Batch 932/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7951, Loss: 0.2769 Epoch 8 Batch 933/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7837, Loss: 0.2615 Epoch 8 Batch 934/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7898, Loss: 0.2819 Epoch 8 Batch 935/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7894, Loss: 0.2825 Epoch 8 Batch 936/1077 - Train Accuracy: 0.8017, Validation Accuracy: 0.7926, Loss: 0.2806 Epoch 8 Batch 937/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.7937, Loss: 0.2873 Epoch 8 Batch 938/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7919, Loss: 0.2698 Epoch 8 Batch 939/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7976, Loss: 0.2698 Epoch 8 Batch 940/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7976, Loss: 0.2603 Epoch 8 Batch 941/1077 - Train Accuracy: 0.8021, Validation Accuracy: 0.7912, Loss: 0.2487 Epoch 8 Batch 942/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7944, Loss: 0.2785 Epoch 8 Batch 943/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7901, Loss: 0.2681 Epoch 8 Batch 944/1077 - Train Accuracy: 0.7768, Validation Accuracy: 0.7880, Loss: 0.2620 Epoch 8 Batch 945/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7901, Loss: 0.2522 Epoch 8 Batch 946/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7905, Loss: 0.2588 Epoch 8 Batch 947/1077 - Train Accuracy: 0.7451, Validation Accuracy: 0.7837, Loss: 0.2902 Epoch 8 Batch 948/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7887, Loss: 0.2628 Epoch 8 Batch 949/1077 - Train Accuracy: 0.8229, Validation Accuracy: 0.7866, Loss: 0.2458 Epoch 8 Batch 950/1077 - Train Accuracy: 0.8010, Validation Accuracy: 0.7880, Loss: 0.2542 Epoch 8 Batch 951/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7855, Loss: 0.2633 Epoch 8 Batch 952/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7866, Loss: 0.2594 Epoch 8 Batch 953/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7805, Loss: 0.2678 Epoch 8 Batch 954/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7809, Loss: 0.2870 Epoch 8 Batch 955/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7756, Loss: 0.2665 Epoch 8 Batch 956/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7720, Loss: 0.2567 Epoch 8 Batch 957/1077 - Train Accuracy: 0.8114, Validation Accuracy: 0.7802, Loss: 0.2433 Epoch 8 Batch 958/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7795, Loss: 0.2720 Epoch 8 Batch 959/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7848, Loss: 0.2596 Epoch 8 Batch 960/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7798, Loss: 0.2589 Epoch 8 Batch 961/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7781, Loss: 0.2757 Epoch 8 Batch 962/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7859, Loss: 0.2640 Epoch 8 Batch 963/1077 - Train Accuracy: 0.8021, Validation Accuracy: 0.7795, Loss: 0.2941 Epoch 8 Batch 964/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7621, Loss: 0.2543 Epoch 8 Batch 965/1077 - Train Accuracy: 0.7673, Validation Accuracy: 0.7685, Loss: 0.2849 Epoch 8 Batch 966/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.7876, Loss: 0.2326 Epoch 8 Batch 967/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7844, Loss: 0.2534 Epoch 8 Batch 968/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7862, Loss: 0.2918 Epoch 8 Batch 969/1077 - Train Accuracy: 0.8025, Validation Accuracy: 0.7812, Loss: 0.2741 Epoch 8 Batch 970/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.7812, Loss: 0.2769 Epoch 8 Batch 971/1077 - Train Accuracy: 0.8188, Validation Accuracy: 0.7781, Loss: 0.2549 Epoch 8 Batch 972/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7777, Loss: 0.2568 Epoch 8 Batch 973/1077 - Train Accuracy: 0.8278, Validation Accuracy: 0.7887, Loss: 0.2462 Epoch 8 Batch 974/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7873, Loss: 0.2677 Epoch 8 Batch 975/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.7969, Loss: 0.2598 Epoch 8 Batch 976/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8001, Loss: 0.2535 Epoch 8 Batch 977/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7976, Loss: 0.2509 Epoch 8 Batch 978/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7979, Loss: 0.2685 Epoch 8 Batch 979/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7862, Loss: 0.2788 Epoch 8 Batch 980/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7844, Loss: 0.2795 Epoch 8 Batch 981/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7940, Loss: 0.2767 Epoch 8 Batch 982/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8008, Loss: 0.2648 Epoch 8 Batch 983/1077 - Train Accuracy: 0.7862, Validation Accuracy: 0.7887, Loss: 0.2799 Epoch 8 Batch 984/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7887, Loss: 0.2909 Epoch 8 Batch 985/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.7866, Loss: 0.2595 Epoch 8 Batch 986/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.7855, Loss: 0.2605 Epoch 8 Batch 987/1077 - Train Accuracy: 0.7950, Validation Accuracy: 0.7795, Loss: 0.2449 Epoch 8 Batch 988/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7898, Loss: 0.2670 Epoch 8 Batch 989/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7880, Loss: 0.2807 Epoch 8 Batch 990/1077 - Train Accuracy: 0.7845, Validation Accuracy: 0.7891, Loss: 0.2826 Epoch 8 Batch 991/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7944, Loss: 0.2617 Epoch 8 Batch 992/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7923, Loss: 0.2715 Epoch 8 Batch 993/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8008, Loss: 0.2399 Epoch 8 Batch 994/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7969, Loss: 0.2641 Epoch 8 Batch 995/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7987, Loss: 0.2457 Epoch 8 Batch 996/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.7979, Loss: 0.2704 Epoch 8 Batch 997/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.8011, Loss: 0.2726 Epoch 8 Batch 998/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8008, Loss: 0.2526 Epoch 8 Batch 999/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7951, Loss: 0.2659 Epoch 8 Batch 1000/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7951, Loss: 0.2409 Epoch 8 Batch 1001/1077 - Train Accuracy: 0.7972, Validation Accuracy: 0.7947, Loss: 0.2395 Epoch 8 Batch 1002/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.7933, Loss: 0.2479 Epoch 8 Batch 1003/1077 - Train Accuracy: 0.8335, Validation Accuracy: 0.7997, Loss: 0.2496 Epoch 8 Batch 1004/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8058, Loss: 0.2583 Epoch 8 Batch 1005/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8047, Loss: 0.2658 Epoch 8 Batch 1006/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7933, Loss: 0.2505 Epoch 8 Batch 1007/1077 - Train Accuracy: 0.8259, Validation Accuracy: 0.7990, Loss: 0.2433 Epoch 8 Batch 1008/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8011, Loss: 0.2709 Epoch 8 Batch 1009/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.7894, Loss: 0.2373 Epoch 8 Batch 1010/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7901, Loss: 0.2605 Epoch 8 Batch 1011/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7919, Loss: 0.2620 Epoch 8 Batch 1012/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.7894, Loss: 0.2426 Epoch 8 Batch 1013/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.7894, Loss: 0.2479 Epoch 8 Batch 1014/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7944, Loss: 0.2676 Epoch 8 Batch 1015/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7940, Loss: 0.2770 Epoch 8 Batch 1016/1077 - Train Accuracy: 0.7608, Validation Accuracy: 0.7951, Loss: 0.2824 Epoch 8 Batch 1017/1077 - Train Accuracy: 0.8088, Validation Accuracy: 0.7940, Loss: 0.2633 Epoch 8 Batch 1018/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.7745, Loss: 0.2670 Epoch 8 Batch 1019/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7884, Loss: 0.2957 Epoch 8 Batch 1020/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.7915, Loss: 0.2525 Epoch 8 Batch 1021/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.8047, Loss: 0.2788 Epoch 8 Batch 1022/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8008, Loss: 0.2500 Epoch 8 Batch 1023/1077 - Train Accuracy: 0.8011, Validation Accuracy: 0.8018, Loss: 0.2487 Epoch 8 Batch 1024/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.8061, Loss: 0.2692 Epoch 8 Batch 1025/1077 - Train Accuracy: 0.8010, Validation Accuracy: 0.8079, Loss: 0.2566 Epoch 8 Batch 1026/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8118, Loss: 0.2436 Epoch 8 Batch 1027/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.8093, Loss: 0.2762 Epoch 8 Batch 1028/1077 - Train Accuracy: 0.7589, Validation Accuracy: 0.8033, Loss: 0.2814 Epoch 8 Batch 1029/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.8047, Loss: 0.2520 Epoch 8 Batch 1030/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8043, Loss: 0.2608 Epoch 8 Batch 1031/1077 - Train Accuracy: 0.8080, Validation Accuracy: 0.7919, Loss: 0.2798 Epoch 8 Batch 1032/1077 - Train Accuracy: 0.7976, Validation Accuracy: 0.7855, Loss: 0.2718 Epoch 8 Batch 1033/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7749, Loss: 0.2496 Epoch 8 Batch 1034/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7827, Loss: 0.2861 Epoch 8 Batch 1035/1077 - Train Accuracy: 0.8318, Validation Accuracy: 0.7947, Loss: 0.2288 Epoch 8 Batch 1036/1077 - Train Accuracy: 0.7790, Validation Accuracy: 0.7987, Loss: 0.2861 Epoch 8 Batch 1037/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7997, Loss: 0.2711 Epoch 8 Batch 1038/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7901, Loss: 0.2731 Epoch 8 Batch 1039/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7997, Loss: 0.2512 Epoch 8 Batch 1040/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8040, Loss: 0.2680 Epoch 8 Batch 1041/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7994, Loss: 0.2694 Epoch 8 Batch 1042/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.8089, Loss: 0.2732 Epoch 8 Batch 1043/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.8004, Loss: 0.2843 Epoch 8 Batch 1044/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.8050, Loss: 0.2672 Epoch 8 Batch 1045/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7979, Loss: 0.2742 Epoch 8 Batch 1046/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7940, Loss: 0.2527 Epoch 8 Batch 1047/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8008, Loss: 0.2547 Epoch 8 Batch 1048/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7951, Loss: 0.2716 Epoch 8 Batch 1049/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7876, Loss: 0.2773 Epoch 8 Batch 1050/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7649, Loss: 0.2705 Epoch 8 Batch 1051/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7738, Loss: 0.2442 Epoch 8 Batch 1052/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.7777, Loss: 0.2503 Epoch 8 Batch 1053/1077 - Train Accuracy: 0.7638, Validation Accuracy: 0.7816, Loss: 0.2537 Epoch 8 Batch 1054/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7905, Loss: 0.2595 Epoch 8 Batch 1055/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7724, Loss: 0.2995 Epoch 8 Batch 1056/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7649, Loss: 0.2576 Epoch 8 Batch 1057/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.7749, Loss: 0.2761 Epoch 8 Batch 1058/1077 - Train Accuracy: 0.7878, Validation Accuracy: 0.7923, Loss: 0.2938 Epoch 8 Batch 1059/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7869, Loss: 0.2977 Epoch 8 Batch 1060/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7812, Loss: 0.2446 Epoch 8 Batch 1061/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7855, Loss: 0.2775 Epoch 8 Batch 1062/1077 - Train Accuracy: 0.7859, Validation Accuracy: 0.7866, Loss: 0.2830 Epoch 8 Batch 1063/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7681, Loss: 0.2612 Epoch 8 Batch 1064/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.7511, Loss: 0.2652 Epoch 8 Batch 1065/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.7741, Loss: 0.2695 Epoch 8 Batch 1066/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7859, Loss: 0.2485 Epoch 8 Batch 1067/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.7844, Loss: 0.2676 Epoch 8 Batch 1068/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.7862, Loss: 0.2591 Epoch 8 Batch 1069/1077 - Train Accuracy: 0.8069, Validation Accuracy: 0.7823, Loss: 0.2494 Epoch 8 Batch 1070/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7859, Loss: 0.2649 Epoch 8 Batch 1071/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7841, Loss: 0.2671 Epoch 8 Batch 1072/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7841, Loss: 0.2620 Epoch 8 Batch 1073/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7915, Loss: 0.2714 Epoch 8 Batch 1074/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.7915, Loss: 0.2778 Epoch 8 Batch 1075/1077 - Train Accuracy: 0.8269, Validation Accuracy: 0.7905, Loss: 0.2815 Epoch 9 Batch 1/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.7926, Loss: 0.2491 Epoch 9 Batch 2/1077 - Train Accuracy: 0.7956, Validation Accuracy: 0.7930, Loss: 0.2726 Epoch 9 Batch 3/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7898, Loss: 0.2556 Epoch 9 Batch 4/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7894, Loss: 0.2695 Epoch 9 Batch 5/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7901, Loss: 0.2756 Epoch 9 Batch 6/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7962, Loss: 0.2632 Epoch 9 Batch 7/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7947, Loss: 0.2544 Epoch 9 Batch 8/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.7933, Loss: 0.2573 Epoch 9 Batch 9/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7848, Loss: 0.2633 Epoch 9 Batch 10/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7894, Loss: 0.2584 Epoch 9 Batch 11/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.7884, Loss: 0.2747 Epoch 9 Batch 12/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7816, Loss: 0.2809 Epoch 9 Batch 13/1077 - Train Accuracy: 0.8158, Validation Accuracy: 0.7852, Loss: 0.2610 Epoch 9 Batch 14/1077 - Train Accuracy: 0.8248, Validation Accuracy: 0.7798, Loss: 0.2371 Epoch 9 Batch 15/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7781, Loss: 0.2418 Epoch 9 Batch 16/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7915, Loss: 0.2637 Epoch 9 Batch 17/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7933, Loss: 0.2586 Epoch 9 Batch 18/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7944, Loss: 0.2637 Epoch 9 Batch 19/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.8004, Loss: 0.2565 Epoch 9 Batch 20/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.8026, Loss: 0.2523 Epoch 9 Batch 21/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7717, Loss: 0.2793 Epoch 9 Batch 22/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7692, Loss: 0.2707 Epoch 9 Batch 23/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7873, Loss: 0.2533 Epoch 9 Batch 24/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8047, Loss: 0.2520 Epoch 9 Batch 25/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8068, Loss: 0.2523 Epoch 9 Batch 26/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.8114, Loss: 0.2743 Epoch 9 Batch 27/1077 - Train Accuracy: 0.7987, Validation Accuracy: 0.8089, Loss: 0.2415 Epoch 9 Batch 28/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.7933, Loss: 0.2558 Epoch 9 Batch 29/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7887, Loss: 0.2663 Epoch 9 Batch 30/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.7834, Loss: 0.2632 Epoch 9 Batch 31/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7994, Loss: 0.2561 Epoch 9 Batch 32/1077 - Train Accuracy: 0.8010, Validation Accuracy: 0.8001, Loss: 0.2349 Epoch 9 Batch 33/1077 - Train Accuracy: 0.8118, Validation Accuracy: 0.7940, Loss: 0.2416 Epoch 9 Batch 34/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8022, Loss: 0.2726 Epoch 9 Batch 35/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.7976, Loss: 0.2548 Epoch 9 Batch 36/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.7947, Loss: 0.2705 Epoch 9 Batch 37/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7951, Loss: 0.2660 Epoch 9 Batch 38/1077 - Train Accuracy: 0.7829, Validation Accuracy: 0.7944, Loss: 0.2964 Epoch 9 Batch 39/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.8047, Loss: 0.2782 Epoch 9 Batch 40/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7979, Loss: 0.2599 Epoch 9 Batch 41/1077 - Train Accuracy: 0.8188, Validation Accuracy: 0.7937, Loss: 0.2622 Epoch 9 Batch 42/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7926, Loss: 0.2755 Epoch 9 Batch 43/1077 - Train Accuracy: 0.8310, Validation Accuracy: 0.7969, Loss: 0.2566 Epoch 9 Batch 44/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.7933, Loss: 0.2521 Epoch 9 Batch 45/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7933, Loss: 0.2584 Epoch 9 Batch 46/1077 - Train Accuracy: 0.7800, Validation Accuracy: 0.7983, Loss: 0.2696 Epoch 9 Batch 47/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.7965, Loss: 0.2531 Epoch 9 Batch 48/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7891, Loss: 0.2712 Epoch 9 Batch 49/1077 - Train Accuracy: 0.7991, Validation Accuracy: 0.7908, Loss: 0.2688 Epoch 9 Batch 50/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7908, Loss: 0.2637 Epoch 9 Batch 51/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7937, Loss: 0.2468 Epoch 9 Batch 52/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7955, Loss: 0.2686 Epoch 9 Batch 53/1077 - Train Accuracy: 0.7956, Validation Accuracy: 0.8018, Loss: 0.2578 Epoch 9 Batch 54/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7898, Loss: 0.2931 Epoch 9 Batch 55/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7965, Loss: 0.2449 Epoch 9 Batch 56/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.7887, Loss: 0.2544 Epoch 9 Batch 57/1077 - Train Accuracy: 0.7912, Validation Accuracy: 0.7912, Loss: 0.2558 Epoch 9 Batch 58/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7887, Loss: 0.2522 Epoch 9 Batch 59/1077 - Train Accuracy: 0.7862, Validation Accuracy: 0.7741, Loss: 0.2704 Epoch 9 Batch 60/1077 - Train Accuracy: 0.7868, Validation Accuracy: 0.7784, Loss: 0.2470 Epoch 9 Batch 61/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7940, Loss: 0.2749 Epoch 9 Batch 62/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7855, Loss: 0.2841 Epoch 9 Batch 63/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.7844, Loss: 0.2430 Epoch 9 Batch 64/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7972, Loss: 0.2470 Epoch 9 Batch 65/1077 - Train Accuracy: 0.7685, Validation Accuracy: 0.8004, Loss: 0.2655 Epoch 9 Batch 66/1077 - Train Accuracy: 0.8095, Validation Accuracy: 0.8068, Loss: 0.2369 Epoch 9 Batch 67/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7983, Loss: 0.2509 Epoch 9 Batch 68/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.7930, Loss: 0.2678 Epoch 9 Batch 69/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7891, Loss: 0.2649 Epoch 9 Batch 70/1077 - Train Accuracy: 0.7833, Validation Accuracy: 0.7915, Loss: 0.2685 Epoch 9 Batch 71/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.7915, Loss: 0.2419 Epoch 9 Batch 72/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7933, Loss: 0.2600 Epoch 9 Batch 73/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7891, Loss: 0.2701 Epoch 9 Batch 74/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.7816, Loss: 0.2387 Epoch 9 Batch 75/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7976, Loss: 0.2896 Epoch 9 Batch 76/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.7933, Loss: 0.2469 Epoch 9 Batch 77/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.8072, Loss: 0.2597 Epoch 9 Batch 78/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.8093, Loss: 0.2692 Epoch 9 Batch 79/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8111, Loss: 0.2549 Epoch 9 Batch 80/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7947, Loss: 0.2538 Epoch 9 Batch 81/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7820, Loss: 0.2404 Epoch 9 Batch 82/1077 - Train Accuracy: 0.8065, Validation Accuracy: 0.7866, Loss: 0.2374 Epoch 9 Batch 83/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8008, Loss: 0.2642 Epoch 9 Batch 84/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8008, Loss: 0.2608 Epoch 9 Batch 85/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7983, Loss: 0.2515 Epoch 9 Batch 86/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7926, Loss: 0.2615 Epoch 9 Batch 87/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7947, Loss: 0.2714 Epoch 9 Batch 88/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7951, Loss: 0.2640 Epoch 9 Batch 89/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7944, Loss: 0.2689 Epoch 9 Batch 90/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7901, Loss: 0.2686 Epoch 9 Batch 91/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.7827, Loss: 0.2296 Epoch 9 Batch 92/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.7759, Loss: 0.2537 Epoch 9 Batch 93/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7738, Loss: 0.2693 Epoch 9 Batch 94/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8050, Loss: 0.2317 Epoch 9 Batch 95/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.8004, Loss: 0.2535 Epoch 9 Batch 96/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8050, Loss: 0.2534 Epoch 9 Batch 97/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8097, Loss: 0.2535 Epoch 9 Batch 98/1077 - Train Accuracy: 0.8337, Validation Accuracy: 0.7937, Loss: 0.2402 Epoch 9 Batch 99/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7979, Loss: 0.2611 Epoch 9 Batch 100/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8001, Loss: 0.2503 Epoch 9 Batch 101/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8029, Loss: 0.2590 Epoch 9 Batch 102/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8047, Loss: 0.2402 Epoch 9 Batch 103/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.8107, Loss: 0.2999 Epoch 9 Batch 104/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.8072, Loss: 0.2716 Epoch 9 Batch 105/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7940, Loss: 0.2641 Epoch 9 Batch 106/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8015, Loss: 0.2677 Epoch 9 Batch 107/1077 - Train Accuracy: 0.7868, Validation Accuracy: 0.7994, Loss: 0.2509 Epoch 9 Batch 108/1077 - Train Accuracy: 0.8189, Validation Accuracy: 0.7944, Loss: 0.2336 Epoch 9 Batch 109/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7887, Loss: 0.2549 Epoch 9 Batch 110/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7930, Loss: 0.2402 Epoch 9 Batch 111/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7919, Loss: 0.2471 Epoch 9 Batch 112/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7915, Loss: 0.2537 Epoch 9 Batch 113/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7994, Loss: 0.2715 Epoch 9 Batch 114/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.7898, Loss: 0.2377 Epoch 9 Batch 115/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.8015, Loss: 0.2680 Epoch 9 Batch 116/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.8011, Loss: 0.2865 Epoch 9 Batch 117/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7962, Loss: 0.2728 Epoch 9 Batch 118/1077 - Train Accuracy: 0.7701, Validation Accuracy: 0.7997, Loss: 0.2887 Epoch 9 Batch 119/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8026, Loss: 0.2646 Epoch 9 Batch 120/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8058, Loss: 0.2718 Epoch 9 Batch 121/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.8114, Loss: 0.2630 Epoch 9 Batch 122/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8139, Loss: 0.2453 Epoch 9 Batch 123/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.7969, Loss: 0.2343 Epoch 9 Batch 124/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7887, Loss: 0.2703 Epoch 9 Batch 125/1077 - Train Accuracy: 0.8181, Validation Accuracy: 0.7880, Loss: 0.2566 Epoch 9 Batch 126/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.7994, Loss: 0.2487 Epoch 9 Batch 127/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8097, Loss: 0.2376 Epoch 9 Batch 128/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8129, Loss: 0.2401 Epoch 9 Batch 129/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8118, Loss: 0.2570 Epoch 9 Batch 130/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.8157, Loss: 0.2351 Epoch 9 Batch 131/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.8026, Loss: 0.2551 Epoch 9 Batch 132/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7830, Loss: 0.2698 Epoch 9 Batch 133/1077 - Train Accuracy: 0.7780, Validation Accuracy: 0.7926, Loss: 0.2697 Epoch 9 Batch 134/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.7926, Loss: 0.2319 Epoch 9 Batch 135/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8075, Loss: 0.2600 Epoch 9 Batch 136/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8136, Loss: 0.2422 Epoch 9 Batch 137/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.8121, Loss: 0.2382 Epoch 9 Batch 138/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7869, Loss: 0.2558 Epoch 9 Batch 139/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7745, Loss: 0.2593 Epoch 9 Batch 140/1077 - Train Accuracy: 0.8030, Validation Accuracy: 0.7816, Loss: 0.2671 Epoch 9 Batch 141/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7979, Loss: 0.2600 Epoch 9 Batch 142/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.7962, Loss: 0.2415 Epoch 9 Batch 143/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7976, Loss: 0.2586 Epoch 9 Batch 144/1077 - Train Accuracy: 0.7800, Validation Accuracy: 0.7898, Loss: 0.2816 Epoch 9 Batch 145/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.7884, Loss: 0.2600 Epoch 9 Batch 146/1077 - Train Accuracy: 0.8263, Validation Accuracy: 0.7869, Loss: 0.2843 Epoch 9 Batch 147/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7926, Loss: 0.2697 Epoch 9 Batch 148/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7873, Loss: 0.2438 Epoch 9 Batch 149/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7741, Loss: 0.2447 Epoch 9 Batch 150/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.7788, Loss: 0.2483 Epoch 9 Batch 151/1077 - Train Accuracy: 0.7764, Validation Accuracy: 0.7841, Loss: 0.2410 Epoch 9 Batch 152/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7809, Loss: 0.2635 Epoch 9 Batch 153/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7869, Loss: 0.2668 Epoch 9 Batch 154/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7891, Loss: 0.2665 Epoch 9 Batch 155/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7947, Loss: 0.2518 Epoch 9 Batch 156/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8004, Loss: 0.2429 Epoch 9 Batch 157/1077 - Train Accuracy: 0.7859, Validation Accuracy: 0.7972, Loss: 0.2580 Epoch 9 Batch 158/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7997, Loss: 0.2596 Epoch 9 Batch 159/1077 - Train Accuracy: 0.8278, Validation Accuracy: 0.8054, Loss: 0.2435 Epoch 9 Batch 160/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7990, Loss: 0.2570 Epoch 9 Batch 161/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7862, Loss: 0.2504 Epoch 9 Batch 162/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7837, Loss: 0.2883 Epoch 9 Batch 163/1077 - Train Accuracy: 0.7989, Validation Accuracy: 0.7898, Loss: 0.2716 Epoch 9 Batch 164/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7862, Loss: 0.2483 Epoch 9 Batch 165/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8011, Loss: 0.2622 Epoch 9 Batch 166/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8008, Loss: 0.2479 Epoch 9 Batch 167/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.8026, Loss: 0.2558 Epoch 9 Batch 168/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8050, Loss: 0.2771 Epoch 9 Batch 169/1077 - Train Accuracy: 0.8028, Validation Accuracy: 0.8043, Loss: 0.2501 Epoch 9 Batch 170/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7933, Loss: 0.2725 Epoch 9 Batch 171/1077 - Train Accuracy: 0.7862, Validation Accuracy: 0.7848, Loss: 0.2372 Epoch 9 Batch 172/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7930, Loss: 0.2346 Epoch 9 Batch 173/1077 - Train Accuracy: 0.7845, Validation Accuracy: 0.7823, Loss: 0.2735 Epoch 9 Batch 174/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8001, Loss: 0.2581 Epoch 9 Batch 175/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8054, Loss: 0.2488 Epoch 9 Batch 176/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.8100, Loss: 0.2698 Epoch 9 Batch 177/1077 - Train Accuracy: 0.8022, Validation Accuracy: 0.8125, Loss: 0.2619 Epoch 9 Batch 178/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7965, Loss: 0.2496 Epoch 9 Batch 179/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7752, Loss: 0.2538 Epoch 9 Batch 180/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7724, Loss: 0.2461 Epoch 9 Batch 181/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7816, Loss: 0.2517 Epoch 9 Batch 182/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7848, Loss: 0.2726 Epoch 9 Batch 183/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.8058, Loss: 0.2650 Epoch 9 Batch 184/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8058, Loss: 0.2378 Epoch 9 Batch 185/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7912, Loss: 0.2504 Epoch 9 Batch 186/1077 - Train Accuracy: 0.8146, Validation Accuracy: 0.8008, Loss: 0.2540 Epoch 9 Batch 187/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.7965, Loss: 0.2463 Epoch 9 Batch 188/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7873, Loss: 0.2543 Epoch 9 Batch 189/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7859, Loss: 0.2550 Epoch 9 Batch 190/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.7901, Loss: 0.2489 Epoch 9 Batch 191/1077 - Train Accuracy: 0.8011, Validation Accuracy: 0.8033, Loss: 0.2376 Epoch 9 Batch 192/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7987, Loss: 0.2747 Epoch 9 Batch 193/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7844, Loss: 0.2374 Epoch 9 Batch 194/1077 - Train Accuracy: 0.7939, Validation Accuracy: 0.7887, Loss: 0.2480 Epoch 9 Batch 195/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8026, Loss: 0.2531 Epoch 9 Batch 196/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8075, Loss: 0.2481 Epoch 9 Batch 197/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.8097, Loss: 0.2541 Epoch 9 Batch 198/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.8040, Loss: 0.2507 Epoch 9 Batch 199/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.7919, Loss: 0.2256 Epoch 9 Batch 200/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7855, Loss: 0.2575 Epoch 9 Batch 201/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.7862, Loss: 0.2346 Epoch 9 Batch 202/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7979, Loss: 0.2479 Epoch 9 Batch 203/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.8036, Loss: 0.2506 Epoch 9 Batch 204/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.8054, Loss: 0.2735 Epoch 9 Batch 205/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.8050, Loss: 0.2490 Epoch 9 Batch 206/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8033, Loss: 0.2432 Epoch 9 Batch 207/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7955, Loss: 0.2429 Epoch 9 Batch 208/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.7926, Loss: 0.2434 Epoch 9 Batch 209/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.7972, Loss: 0.2349 Epoch 9 Batch 210/1077 - Train Accuracy: 0.8099, Validation Accuracy: 0.8004, Loss: 0.2402 Epoch 9 Batch 211/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8058, Loss: 0.2448 Epoch 9 Batch 212/1077 - Train Accuracy: 0.8114, Validation Accuracy: 0.7951, Loss: 0.2313 Epoch 9 Batch 213/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7823, Loss: 0.2357 Epoch 9 Batch 214/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7919, Loss: 0.2519 Epoch 9 Batch 215/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.8100, Loss: 0.2722 Epoch 9 Batch 216/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8011, Loss: 0.2602 Epoch 9 Batch 217/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8015, Loss: 0.2410 Epoch 9 Batch 218/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.8054, Loss: 0.2824 Epoch 9 Batch 219/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8018, Loss: 0.2379 Epoch 9 Batch 220/1077 - Train Accuracy: 0.7956, Validation Accuracy: 0.8022, Loss: 0.2571 Epoch 9 Batch 221/1077 - Train Accuracy: 0.8470, Validation Accuracy: 0.7944, Loss: 0.2509 Epoch 9 Batch 222/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7972, Loss: 0.2523 Epoch 9 Batch 223/1077 - Train Accuracy: 0.8642, Validation Accuracy: 0.8026, Loss: 0.2366 Epoch 9 Batch 224/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.8050, Loss: 0.2534 Epoch 9 Batch 225/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8093, Loss: 0.2566 Epoch 9 Batch 226/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8100, Loss: 0.2457 Epoch 9 Batch 227/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.8036, Loss: 0.2716 Epoch 9 Batch 228/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8001, Loss: 0.2481 Epoch 9 Batch 229/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8065, Loss: 0.2441 Epoch 9 Batch 230/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.8008, Loss: 0.2302 Epoch 9 Batch 231/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7997, Loss: 0.2627 Epoch 9 Batch 232/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.8104, Loss: 0.2566 Epoch 9 Batch 233/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.8107, Loss: 0.2576 Epoch 9 Batch 234/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.8068, Loss: 0.2544 Epoch 9 Batch 235/1077 - Train Accuracy: 0.8263, Validation Accuracy: 0.8125, Loss: 0.2365 Epoch 9 Batch 236/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8079, Loss: 0.2571 Epoch 9 Batch 237/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8001, Loss: 0.2261 Epoch 9 Batch 238/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8036, Loss: 0.2459 Epoch 9 Batch 239/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.7944, Loss: 0.2190 Epoch 9 Batch 240/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.7962, Loss: 0.2334 Epoch 9 Batch 241/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.7930, Loss: 0.2248 Epoch 9 Batch 242/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7933, Loss: 0.2406 Epoch 9 Batch 243/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7940, Loss: 0.2715 Epoch 9 Batch 244/1077 - Train Accuracy: 0.8079, Validation Accuracy: 0.7958, Loss: 0.2383 Epoch 9 Batch 245/1077 - Train Accuracy: 0.8054, Validation Accuracy: 0.7944, Loss: 0.2377 Epoch 9 Batch 246/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.7962, Loss: 0.2401 Epoch 9 Batch 247/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7962, Loss: 0.2394 Epoch 9 Batch 248/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8061, Loss: 0.2464 Epoch 9 Batch 249/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.7926, Loss: 0.2359 Epoch 9 Batch 250/1077 - Train Accuracy: 0.8058, Validation Accuracy: 0.7912, Loss: 0.2302 Epoch 9 Batch 251/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.7976, Loss: 0.2533 Epoch 9 Batch 252/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.7972, Loss: 0.2459 Epoch 9 Batch 253/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7752, Loss: 0.2385 Epoch 9 Batch 254/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7781, Loss: 0.2533 Epoch 9 Batch 255/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7930, Loss: 0.2475 Epoch 9 Batch 256/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7848, Loss: 0.2870 Epoch 9 Batch 257/1077 - Train Accuracy: 0.7909, Validation Accuracy: 0.7770, Loss: 0.2537 Epoch 9 Batch 258/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.7876, Loss: 0.2369 Epoch 9 Batch 259/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7891, Loss: 0.2484 Epoch 9 Batch 260/1077 - Train Accuracy: 0.8456, Validation Accuracy: 0.7830, Loss: 0.2341 Epoch 9 Batch 261/1077 - Train Accuracy: 0.8456, Validation Accuracy: 0.7862, Loss: 0.2385 Epoch 9 Batch 262/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.7852, Loss: 0.2407 Epoch 9 Batch 263/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7798, Loss: 0.2483 Epoch 9 Batch 264/1077 - Train Accuracy: 0.7988, Validation Accuracy: 0.7844, Loss: 0.2594 Epoch 9 Batch 265/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7809, Loss: 0.2543 Epoch 9 Batch 266/1077 - Train Accuracy: 0.7716, Validation Accuracy: 0.7809, Loss: 0.2541 Epoch 9 Batch 267/1077 - Train Accuracy: 0.8178, Validation Accuracy: 0.7880, Loss: 0.2271 Epoch 9 Batch 268/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7930, Loss: 0.2582 Epoch 9 Batch 269/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.7940, Loss: 0.2715 Epoch 9 Batch 270/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7955, Loss: 0.2663 Epoch 9 Batch 271/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.7802, Loss: 0.2322 Epoch 9 Batch 272/1077 - Train Accuracy: 0.7846, Validation Accuracy: 0.7646, Loss: 0.2919 Epoch 9 Batch 273/1077 - Train Accuracy: 0.8013, Validation Accuracy: 0.7663, Loss: 0.2412 Epoch 9 Batch 274/1077 - Train Accuracy: 0.8196, Validation Accuracy: 0.7837, Loss: 0.2496 Epoch 9 Batch 275/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.8043, Loss: 0.2390 Epoch 9 Batch 276/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7972, Loss: 0.2782 Epoch 9 Batch 277/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.8008, Loss: 0.2268 Epoch 9 Batch 278/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.8061, Loss: 0.2747 Epoch 9 Batch 279/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7905, Loss: 0.2906 Epoch 9 Batch 280/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7827, Loss: 0.2551 Epoch 9 Batch 281/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8026, Loss: 0.2561 Epoch 9 Batch 282/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.8029, Loss: 0.2681 Epoch 9 Batch 283/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8114, Loss: 0.2445 Epoch 9 Batch 284/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.8111, Loss: 0.2722 Epoch 9 Batch 285/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.8022, Loss: 0.2272 Epoch 9 Batch 286/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.7994, Loss: 0.2353 Epoch 9 Batch 287/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8026, Loss: 0.2487 Epoch 9 Batch 288/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.8100, Loss: 0.2729 Epoch 9 Batch 289/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8086, Loss: 0.2535 Epoch 9 Batch 290/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7891, Loss: 0.2617 Epoch 9 Batch 291/1077 - Train Accuracy: 0.7972, Validation Accuracy: 0.8047, Loss: 0.2554 Epoch 9 Batch 292/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8011, Loss: 0.2444 Epoch 9 Batch 293/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7852, Loss: 0.2728 Epoch 9 Batch 294/1077 - Train Accuracy: 0.8366, Validation Accuracy: 0.7940, Loss: 0.2356 Epoch 9 Batch 295/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.8040, Loss: 0.2587 Epoch 9 Batch 296/1077 - Train Accuracy: 0.8415, Validation Accuracy: 0.8043, Loss: 0.2350 Epoch 9 Batch 297/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.8047, Loss: 0.2591 Epoch 9 Batch 298/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.8036, Loss: 0.2696 Epoch 9 Batch 299/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.8047, Loss: 0.2410 Epoch 9 Batch 300/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8054, Loss: 0.2399 Epoch 9 Batch 301/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7997, Loss: 0.2518 Epoch 9 Batch 302/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.8001, Loss: 0.2478 Epoch 9 Batch 303/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.8089, Loss: 0.2625 Epoch 9 Batch 304/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.7915, Loss: 0.2313 Epoch 9 Batch 305/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7987, Loss: 0.2488 Epoch 9 Batch 306/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.7972, Loss: 0.2480 Epoch 9 Batch 307/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.8029, Loss: 0.2515 Epoch 9 Batch 308/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.8143, Loss: 0.2646 Epoch 9 Batch 309/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.7976, Loss: 0.2247 Epoch 9 Batch 310/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.7937, Loss: 0.2499 Epoch 9 Batch 311/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7965, Loss: 0.2357 Epoch 9 Batch 312/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.8015, Loss: 0.2727 Epoch 9 Batch 313/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8036, Loss: 0.2283 Epoch 9 Batch 314/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8040, Loss: 0.2517 Epoch 9 Batch 315/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.7962, Loss: 0.2238 Epoch 9 Batch 316/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.7997, Loss: 0.2420 Epoch 9 Batch 317/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.8093, Loss: 0.2684 Epoch 9 Batch 318/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.8093, Loss: 0.2582 Epoch 9 Batch 319/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.8029, Loss: 0.2641 Epoch 9 Batch 320/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8058, Loss: 0.2601 Epoch 9 Batch 321/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8139, Loss: 0.2468 Epoch 9 Batch 322/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8157, Loss: 0.2346 Epoch 9 Batch 323/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8185, Loss: 0.2419 Epoch 9 Batch 324/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.8168, Loss: 0.2401 Epoch 9 Batch 325/1077 - Train Accuracy: 0.8274, Validation Accuracy: 0.8161, Loss: 0.2348 Epoch 9 Batch 326/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8153, Loss: 0.2350 Epoch 9 Batch 327/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8125, Loss: 0.2678 Epoch 9 Batch 328/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8114, Loss: 0.2533 Epoch 9 Batch 329/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.8093, Loss: 0.2649 Epoch 9 Batch 330/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8082, Loss: 0.2378 Epoch 9 Batch 331/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7965, Loss: 0.2465 Epoch 9 Batch 332/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.7976, Loss: 0.2144 Epoch 9 Batch 333/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.7905, Loss: 0.2435 Epoch 9 Batch 334/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7884, Loss: 0.2368 Epoch 9 Batch 335/1077 - Train Accuracy: 0.8460, Validation Accuracy: 0.7820, Loss: 0.2310 Epoch 9 Batch 336/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7717, Loss: 0.2647 Epoch 9 Batch 337/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7695, Loss: 0.2694 Epoch 9 Batch 338/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7809, Loss: 0.2634 Epoch 9 Batch 339/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7763, Loss: 0.2380 Epoch 9 Batch 340/1077 - Train Accuracy: 0.8470, Validation Accuracy: 0.7837, Loss: 0.2414 Epoch 9 Batch 341/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7827, Loss: 0.2832 Epoch 9 Batch 342/1077 - Train Accuracy: 0.7731, Validation Accuracy: 0.7834, Loss: 0.2350 Epoch 9 Batch 343/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.7891, Loss: 0.2563 Epoch 9 Batch 344/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7905, Loss: 0.2397 Epoch 9 Batch 345/1077 - Train Accuracy: 0.8356, Validation Accuracy: 0.7912, Loss: 0.2326 Epoch 9 Batch 346/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7880, Loss: 0.2522 Epoch 9 Batch 347/1077 - Train Accuracy: 0.8460, Validation Accuracy: 0.7848, Loss: 0.2218 Epoch 9 Batch 348/1077 - Train Accuracy: 0.8058, Validation Accuracy: 0.7798, Loss: 0.2363 Epoch 9 Batch 349/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7823, Loss: 0.2360 Epoch 9 Batch 350/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7873, Loss: 0.2452 Epoch 9 Batch 351/1077 - Train Accuracy: 0.7878, Validation Accuracy: 0.7869, Loss: 0.2520 Epoch 9 Batch 352/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7830, Loss: 0.2540 Epoch 9 Batch 353/1077 - Train Accuracy: 0.7981, Validation Accuracy: 0.7884, Loss: 0.2669 Epoch 9 Batch 354/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7887, Loss: 0.2664 Epoch 9 Batch 355/1077 - Train Accuracy: 0.8106, Validation Accuracy: 0.7848, Loss: 0.2414 Epoch 9 Batch 356/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7933, Loss: 0.2453 Epoch 9 Batch 357/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7937, Loss: 0.2300 Epoch 9 Batch 358/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7830, Loss: 0.2668 Epoch 9 Batch 359/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7827, Loss: 0.2420 Epoch 9 Batch 360/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7852, Loss: 0.2344 Epoch 9 Batch 361/1077 - Train Accuracy: 0.8351, Validation Accuracy: 0.7880, Loss: 0.2532 Epoch 9 Batch 362/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.7827, Loss: 0.2356 Epoch 9 Batch 363/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7766, Loss: 0.2606 Epoch 9 Batch 364/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7830, Loss: 0.2586 Epoch 9 Batch 365/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7869, Loss: 0.2312 Epoch 9 Batch 366/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.7923, Loss: 0.2443 Epoch 9 Batch 367/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.7983, Loss: 0.2051 Epoch 9 Batch 368/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.7958, Loss: 0.2505 Epoch 9 Batch 369/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7923, Loss: 0.2355 Epoch 9 Batch 370/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.7965, Loss: 0.2359 Epoch 9 Batch 371/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7919, Loss: 0.2337 Epoch 9 Batch 372/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.7972, Loss: 0.2312 Epoch 9 Batch 373/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.7933, Loss: 0.2314 Epoch 9 Batch 374/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7798, Loss: 0.2569 Epoch 9 Batch 375/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7915, Loss: 0.2336 Epoch 9 Batch 376/1077 - Train Accuracy: 0.8029, Validation Accuracy: 0.7972, Loss: 0.2389 Epoch 9 Batch 377/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7880, Loss: 0.2436 Epoch 9 Batch 378/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7830, Loss: 0.2289 Epoch 9 Batch 379/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7862, Loss: 0.2527 Epoch 9 Batch 380/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7908, Loss: 0.2256 Epoch 9 Batch 381/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7915, Loss: 0.2569 Epoch 9 Batch 382/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7972, Loss: 0.2593 Epoch 9 Batch 383/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7915, Loss: 0.2449 Epoch 9 Batch 384/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.7983, Loss: 0.2333 Epoch 9 Batch 385/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8015, Loss: 0.2459 Epoch 9 Batch 386/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.8114, Loss: 0.2436 Epoch 9 Batch 387/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.7990, Loss: 0.2293 Epoch 9 Batch 388/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7738, Loss: 0.2558 Epoch 9 Batch 389/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.7901, Loss: 0.2407 Epoch 9 Batch 390/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.8132, Loss: 0.2785 Epoch 9 Batch 391/1077 - Train Accuracy: 0.8263, Validation Accuracy: 0.7994, Loss: 0.2382 Epoch 9 Batch 392/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7955, Loss: 0.2404 Epoch 9 Batch 393/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8082, Loss: 0.2436 Epoch 9 Batch 394/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.7987, Loss: 0.2539 Epoch 9 Batch 395/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.7898, Loss: 0.2332 Epoch 9 Batch 396/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7901, Loss: 0.2501 Epoch 9 Batch 397/1077 - Train Accuracy: 0.8318, Validation Accuracy: 0.8054, Loss: 0.2465 Epoch 9 Batch 398/1077 - Train Accuracy: 0.8442, Validation Accuracy: 0.8089, Loss: 0.2435 Epoch 9 Batch 399/1077 - Train Accuracy: 0.7619, Validation Accuracy: 0.8040, Loss: 0.2575 Epoch 9 Batch 400/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7944, Loss: 0.2554 Epoch 9 Batch 401/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7958, Loss: 0.2391 Epoch 9 Batch 402/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8001, Loss: 0.2331 Epoch 9 Batch 403/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.8047, Loss: 0.2595 Epoch 9 Batch 404/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.8068, Loss: 0.2397 Epoch 9 Batch 405/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8111, Loss: 0.2661 Epoch 9 Batch 406/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.7994, Loss: 0.2294 Epoch 9 Batch 407/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7869, Loss: 0.2597 Epoch 9 Batch 408/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8004, Loss: 0.2505 Epoch 9 Batch 409/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.8107, Loss: 0.2601 Epoch 9 Batch 410/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8178, Loss: 0.2561 Epoch 9 Batch 411/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.8182, Loss: 0.2353 Epoch 9 Batch 412/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8058, Loss: 0.2215 Epoch 9 Batch 413/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.8018, Loss: 0.2358 Epoch 9 Batch 414/1077 - Train Accuracy: 0.7535, Validation Accuracy: 0.8100, Loss: 0.2575 Epoch 9 Batch 415/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.8132, Loss: 0.2431 Epoch 9 Batch 416/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8118, Loss: 0.2383 Epoch 9 Batch 417/1077 - Train Accuracy: 0.8223, Validation Accuracy: 0.8111, Loss: 0.2534 Epoch 9 Batch 418/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8054, Loss: 0.2436 Epoch 9 Batch 419/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.7898, Loss: 0.2411 Epoch 9 Batch 420/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.7876, Loss: 0.2268 Epoch 9 Batch 421/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8040, Loss: 0.2564 Epoch 9 Batch 422/1077 - Train Accuracy: 0.7760, Validation Accuracy: 0.8100, Loss: 0.2357 Epoch 9 Batch 423/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8072, Loss: 0.2443 Epoch 9 Batch 424/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8033, Loss: 0.2518 Epoch 9 Batch 425/1077 - Train Accuracy: 0.8114, Validation Accuracy: 0.7997, Loss: 0.2339 Epoch 9 Batch 426/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8061, Loss: 0.2448 Epoch 9 Batch 427/1077 - Train Accuracy: 0.8229, Validation Accuracy: 0.8075, Loss: 0.2277 Epoch 9 Batch 428/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.8072, Loss: 0.2222 Epoch 9 Batch 429/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8058, Loss: 0.2448 Epoch 9 Batch 430/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8008, Loss: 0.2339 Epoch 9 Batch 431/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8061, Loss: 0.2477 Epoch 9 Batch 432/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.7933, Loss: 0.2346 Epoch 9 Batch 433/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.7930, Loss: 0.2487 Epoch 9 Batch 434/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8036, Loss: 0.2495 Epoch 9 Batch 435/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.7947, Loss: 0.2551 Epoch 9 Batch 436/1077 - Train Accuracy: 0.8300, Validation Accuracy: 0.7908, Loss: 0.2343 Epoch 9 Batch 437/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.7933, Loss: 0.2534 Epoch 9 Batch 438/1077 - Train Accuracy: 0.7785, Validation Accuracy: 0.7912, Loss: 0.2440 Epoch 9 Batch 439/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7841, Loss: 0.2625 Epoch 9 Batch 440/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7876, Loss: 0.2615 Epoch 9 Batch 441/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.7844, Loss: 0.2256 Epoch 9 Batch 442/1077 - Train Accuracy: 0.8251, Validation Accuracy: 0.7791, Loss: 0.2274 Epoch 9 Batch 443/1077 - Train Accuracy: 0.8192, Validation Accuracy: 0.7805, Loss: 0.2328 Epoch 9 Batch 444/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.7898, Loss: 0.2319 Epoch 9 Batch 445/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7933, Loss: 0.2481 Epoch 9 Batch 446/1077 - Train Accuracy: 0.8058, Validation Accuracy: 0.7972, Loss: 0.2235 Epoch 9 Batch 447/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7873, Loss: 0.2526 Epoch 9 Batch 448/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7820, Loss: 0.2448 Epoch 9 Batch 449/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7809, Loss: 0.2663 Epoch 9 Batch 450/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.7940, Loss: 0.2291 Epoch 9 Batch 451/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.7997, Loss: 0.2112 Epoch 9 Batch 452/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8036, Loss: 0.2460 Epoch 9 Batch 453/1077 - Train Accuracy: 0.7999, Validation Accuracy: 0.7926, Loss: 0.2306 Epoch 9 Batch 454/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.7919, Loss: 0.2645 Epoch 9 Batch 455/1077 - Train Accuracy: 0.7866, Validation Accuracy: 0.7933, Loss: 0.2264 Epoch 9 Batch 456/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.7997, Loss: 0.2417 Epoch 9 Batch 457/1077 - Train Accuracy: 0.8229, Validation Accuracy: 0.8011, Loss: 0.2289 Epoch 9 Batch 458/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7994, Loss: 0.2522 Epoch 9 Batch 459/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7951, Loss: 0.2229 Epoch 9 Batch 460/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.7923, Loss: 0.2531 Epoch 9 Batch 461/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.7983, Loss: 0.2370 Epoch 9 Batch 462/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7912, Loss: 0.2354 Epoch 9 Batch 463/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7965, Loss: 0.2469 Epoch 9 Batch 464/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7958, Loss: 0.2328 Epoch 9 Batch 465/1077 - Train Accuracy: 0.7907, Validation Accuracy: 0.7908, Loss: 0.2903 Epoch 9 Batch 466/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7983, Loss: 0.2403 Epoch 9 Batch 467/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.7937, Loss: 0.2387 Epoch 9 Batch 468/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.7990, Loss: 0.2402 Epoch 9 Batch 469/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7947, Loss: 0.2554 Epoch 9 Batch 470/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7926, Loss: 0.2541 Epoch 9 Batch 471/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8029, Loss: 0.2346 Epoch 9 Batch 472/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.8050, Loss: 0.2204 Epoch 9 Batch 473/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8018, Loss: 0.2444 Epoch 9 Batch 474/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8022, Loss: 0.2520 Epoch 9 Batch 475/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8004, Loss: 0.2389 Epoch 9 Batch 476/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.7965, Loss: 0.2249 Epoch 9 Batch 477/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.7994, Loss: 0.2321 Epoch 9 Batch 478/1077 - Train Accuracy: 0.7998, Validation Accuracy: 0.8040, Loss: 0.2568 Epoch 9 Batch 479/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8008, Loss: 0.2631 Epoch 9 Batch 480/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7944, Loss: 0.2340 Epoch 9 Batch 481/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.7958, Loss: 0.2360 Epoch 9 Batch 482/1077 - Train Accuracy: 0.7985, Validation Accuracy: 0.8008, Loss: 0.2607 Epoch 9 Batch 483/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8018, Loss: 0.2566 Epoch 9 Batch 484/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8033, Loss: 0.2342 Epoch 9 Batch 485/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.7994, Loss: 0.2465 Epoch 9 Batch 486/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8089, Loss: 0.2306 Epoch 9 Batch 487/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8129, Loss: 0.2411 Epoch 9 Batch 488/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8111, Loss: 0.2344 Epoch 9 Batch 489/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.8047, Loss: 0.2287 Epoch 9 Batch 490/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8022, Loss: 0.2517 Epoch 9 Batch 491/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8086, Loss: 0.2407 Epoch 9 Batch 492/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8079, Loss: 0.2553 Epoch 9 Batch 493/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8058, Loss: 0.2169 Epoch 9 Batch 494/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.8018, Loss: 0.2353 Epoch 9 Batch 495/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8043, Loss: 0.2279 Epoch 9 Batch 496/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7866, Loss: 0.2440 Epoch 9 Batch 497/1077 - Train Accuracy: 0.7989, Validation Accuracy: 0.7749, Loss: 0.2544 Epoch 9 Batch 498/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.7784, Loss: 0.2358 Epoch 9 Batch 499/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7951, Loss: 0.2342 Epoch 9 Batch 500/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.7933, Loss: 0.2245 Epoch 9 Batch 501/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7862, Loss: 0.2369 Epoch 9 Batch 502/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.7937, Loss: 0.2415 Epoch 9 Batch 503/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.7766, Loss: 0.2336 Epoch 9 Batch 504/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7734, Loss: 0.2467 Epoch 9 Batch 505/1077 - Train Accuracy: 0.8192, Validation Accuracy: 0.7791, Loss: 0.2159 Epoch 9 Batch 506/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.7919, Loss: 0.2449 Epoch 9 Batch 507/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7912, Loss: 0.2382 Epoch 9 Batch 508/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.7947, Loss: 0.2341 Epoch 9 Batch 509/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7859, Loss: 0.2596 Epoch 9 Batch 510/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7869, Loss: 0.2332 Epoch 9 Batch 511/1077 - Train Accuracy: 0.8026, Validation Accuracy: 0.7827, Loss: 0.2367 Epoch 9 Batch 512/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.7908, Loss: 0.2357 Epoch 9 Batch 513/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8022, Loss: 0.2381 Epoch 9 Batch 514/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7940, Loss: 0.2399 Epoch 9 Batch 515/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8036, Loss: 0.2650 Epoch 9 Batch 516/1077 - Train Accuracy: 0.8460, Validation Accuracy: 0.8004, Loss: 0.2067 Epoch 9 Batch 517/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8018, Loss: 0.2431 Epoch 9 Batch 518/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.7873, Loss: 0.2146 Epoch 9 Batch 519/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.7866, Loss: 0.2308 Epoch 9 Batch 520/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.7983, Loss: 0.2173 Epoch 9 Batch 521/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7990, Loss: 0.2324 Epoch 9 Batch 522/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7930, Loss: 0.2702 Epoch 9 Batch 523/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7972, Loss: 0.2390 Epoch 9 Batch 524/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.7912, Loss: 0.2461 Epoch 9 Batch 525/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8018, Loss: 0.2297 Epoch 9 Batch 526/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.7979, Loss: 0.2293 Epoch 9 Batch 527/1077 - Train Accuracy: 0.7845, Validation Accuracy: 0.7972, Loss: 0.2430 Epoch 9 Batch 528/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7983, Loss: 0.2344 Epoch 9 Batch 529/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.7958, Loss: 0.2264 Epoch 9 Batch 530/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7912, Loss: 0.2504 Epoch 9 Batch 531/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7965, Loss: 0.2337 Epoch 9 Batch 532/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.8018, Loss: 0.2784 Epoch 9 Batch 533/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.7962, Loss: 0.2432 Epoch 9 Batch 534/1077 - Train Accuracy: 0.7976, Validation Accuracy: 0.7891, Loss: 0.2365 Epoch 9 Batch 535/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8011, Loss: 0.2346 Epoch 9 Batch 536/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8008, Loss: 0.2298 Epoch 9 Batch 537/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7915, Loss: 0.2430 Epoch 9 Batch 538/1077 - Train Accuracy: 0.8415, Validation Accuracy: 0.7869, Loss: 0.2202 Epoch 9 Batch 539/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7841, Loss: 0.2473 Epoch 9 Batch 540/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.7912, Loss: 0.2183 Epoch 9 Batch 541/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7987, Loss: 0.2376 Epoch 9 Batch 542/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7855, Loss: 0.2339 Epoch 9 Batch 543/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7837, Loss: 0.2366 Epoch 9 Batch 544/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.7841, Loss: 0.2333 Epoch 9 Batch 545/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.7820, Loss: 0.2579 Epoch 9 Batch 546/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7844, Loss: 0.2501 Epoch 9 Batch 547/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.7869, Loss: 0.2254 Epoch 9 Batch 548/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8015, Loss: 0.2418 Epoch 9 Batch 549/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7894, Loss: 0.2518 Epoch 9 Batch 550/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7862, Loss: 0.2529 Epoch 9 Batch 551/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7923, Loss: 0.2522 Epoch 9 Batch 552/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7820, Loss: 0.2504 Epoch 9 Batch 553/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.7852, Loss: 0.2474 Epoch 9 Batch 554/1077 - Train Accuracy: 0.8082, Validation Accuracy: 0.7894, Loss: 0.2471 Epoch 9 Batch 555/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8004, Loss: 0.2368 Epoch 9 Batch 556/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.7862, Loss: 0.2329 Epoch 9 Batch 557/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.7784, Loss: 0.2364 Epoch 9 Batch 558/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7887, Loss: 0.2304 Epoch 9 Batch 559/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7937, Loss: 0.2388 Epoch 9 Batch 560/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7958, Loss: 0.2295 Epoch 9 Batch 561/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7894, Loss: 0.2333 Epoch 9 Batch 562/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8068, Loss: 0.2213 Epoch 9 Batch 563/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.8104, Loss: 0.2558 Epoch 9 Batch 564/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7997, Loss: 0.2512 Epoch 9 Batch 565/1077 - Train Accuracy: 0.8214, Validation Accuracy: 0.8018, Loss: 0.2487 Epoch 9 Batch 566/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8043, Loss: 0.2599 Epoch 9 Batch 567/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8082, Loss: 0.2292 Epoch 9 Batch 568/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8011, Loss: 0.2244 Epoch 9 Batch 569/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.7976, Loss: 0.2481 Epoch 9 Batch 570/1077 - Train Accuracy: 0.8158, Validation Accuracy: 0.7976, Loss: 0.2566 Epoch 9 Batch 571/1077 - Train Accuracy: 0.8225, Validation Accuracy: 0.7979, Loss: 0.2245 Epoch 9 Batch 572/1077 - Train Accuracy: 0.8192, Validation Accuracy: 0.7940, Loss: 0.2176 Epoch 9 Batch 573/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8132, Loss: 0.2616 Epoch 9 Batch 574/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8104, Loss: 0.2356 Epoch 9 Batch 575/1077 - Train Accuracy: 0.8337, Validation Accuracy: 0.8026, Loss: 0.2326 Epoch 9 Batch 576/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7962, Loss: 0.2410 Epoch 9 Batch 577/1077 - Train Accuracy: 0.7985, Validation Accuracy: 0.8047, Loss: 0.2467 Epoch 9 Batch 578/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8050, Loss: 0.2421 Epoch 9 Batch 579/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7947, Loss: 0.2307 Epoch 9 Batch 580/1077 - Train Accuracy: 0.8326, Validation Accuracy: 0.8050, Loss: 0.2196 Epoch 9 Batch 581/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8139, Loss: 0.2295 Epoch 9 Batch 582/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8210, Loss: 0.2294 Epoch 9 Batch 583/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.7972, Loss: 0.2640 Epoch 9 Batch 584/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.8004, Loss: 0.2415 Epoch 9 Batch 585/1077 - Train Accuracy: 0.8255, Validation Accuracy: 0.7983, Loss: 0.2257 Epoch 9 Batch 586/1077 - Train Accuracy: 0.7936, Validation Accuracy: 0.7912, Loss: 0.2481 Epoch 9 Batch 587/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.7844, Loss: 0.2308 Epoch 9 Batch 588/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7905, Loss: 0.2390 Epoch 9 Batch 589/1077 - Train Accuracy: 0.8261, Validation Accuracy: 0.8033, Loss: 0.2379 Epoch 9 Batch 590/1077 - Train Accuracy: 0.7718, Validation Accuracy: 0.8001, Loss: 0.2557 Epoch 9 Batch 591/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8008, Loss: 0.2197 Epoch 9 Batch 592/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8033, Loss: 0.2324 Epoch 9 Batch 593/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.7983, Loss: 0.2453 Epoch 9 Batch 594/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7869, Loss: 0.2498 Epoch 9 Batch 595/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7923, Loss: 0.2434 Epoch 9 Batch 596/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8086, Loss: 0.2500 Epoch 9 Batch 597/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8008, Loss: 0.2431 Epoch 9 Batch 598/1077 - Train Accuracy: 0.8103, Validation Accuracy: 0.8043, Loss: 0.2254 Epoch 9 Batch 599/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.8093, Loss: 0.2740 Epoch 9 Batch 600/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.8143, Loss: 0.2226 Epoch 9 Batch 601/1077 - Train Accuracy: 0.8296, Validation Accuracy: 0.8004, Loss: 0.2357 Epoch 9 Batch 602/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.8001, Loss: 0.2417 Epoch 9 Batch 603/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.8008, Loss: 0.2360 Epoch 9 Batch 604/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.8136, Loss: 0.2487 Epoch 9 Batch 605/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8171, Loss: 0.2505 Epoch 9 Batch 606/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8061, Loss: 0.2130 Epoch 9 Batch 607/1077 - Train Accuracy: 0.8370, Validation Accuracy: 0.8040, Loss: 0.2253 Epoch 9 Batch 608/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8033, Loss: 0.2456 Epoch 9 Batch 609/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.8047, Loss: 0.2425 Epoch 9 Batch 610/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.8054, Loss: 0.2457 Epoch 9 Batch 611/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8058, Loss: 0.2563 Epoch 9 Batch 612/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8082, Loss: 0.2204 Epoch 9 Batch 613/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8207, Loss: 0.2584 Epoch 9 Batch 614/1077 - Train Accuracy: 0.8233, Validation Accuracy: 0.8082, Loss: 0.2288 Epoch 9 Batch 615/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8079, Loss: 0.2287 Epoch 9 Batch 616/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.8022, Loss: 0.2468 Epoch 9 Batch 617/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.7997, Loss: 0.2217 Epoch 9 Batch 618/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8029, Loss: 0.2458 Epoch 9 Batch 619/1077 - Train Accuracy: 0.7829, Validation Accuracy: 0.8054, Loss: 0.2372 Epoch 9 Batch 620/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8072, Loss: 0.2217 Epoch 9 Batch 621/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8047, Loss: 0.2355 Epoch 9 Batch 622/1077 - Train Accuracy: 0.8252, Validation Accuracy: 0.8015, Loss: 0.2512 Epoch 9 Batch 623/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.8047, Loss: 0.2444 Epoch 9 Batch 624/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8065, Loss: 0.2248 Epoch 9 Batch 625/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7997, Loss: 0.2308 Epoch 9 Batch 626/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8054, Loss: 0.2054 Epoch 9 Batch 627/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8075, Loss: 0.2359 Epoch 9 Batch 628/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.8068, Loss: 0.2425 Epoch 9 Batch 629/1077 - Train Accuracy: 0.7952, Validation Accuracy: 0.8058, Loss: 0.2354 Epoch 9 Batch 630/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8018, Loss: 0.2262 Epoch 9 Batch 631/1077 - Train Accuracy: 0.8214, Validation Accuracy: 0.8011, Loss: 0.2189 Epoch 9 Batch 632/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8136, Loss: 0.2378 Epoch 9 Batch 633/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8004, Loss: 0.2374 Epoch 9 Batch 634/1077 - Train Accuracy: 0.7779, Validation Accuracy: 0.8008, Loss: 0.2249 Epoch 9 Batch 635/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.7951, Loss: 0.2537 Epoch 9 Batch 636/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8008, Loss: 0.2394 Epoch 9 Batch 637/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.8011, Loss: 0.2404 Epoch 9 Batch 638/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.7947, Loss: 0.2209 Epoch 9 Batch 639/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8015, Loss: 0.2380 Epoch 9 Batch 640/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.7979, Loss: 0.2323 Epoch 9 Batch 641/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.8129, Loss: 0.2213 Epoch 9 Batch 642/1077 - Train Accuracy: 0.8065, Validation Accuracy: 0.8121, Loss: 0.2409 Epoch 9 Batch 643/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8086, Loss: 0.2109 Epoch 9 Batch 644/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8111, Loss: 0.2256 Epoch 9 Batch 645/1077 - Train Accuracy: 0.8341, Validation Accuracy: 0.8203, Loss: 0.2228 Epoch 9 Batch 646/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.8139, Loss: 0.2344 Epoch 9 Batch 647/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8058, Loss: 0.2374 Epoch 9 Batch 648/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8004, Loss: 0.2247 Epoch 9 Batch 649/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.7912, Loss: 0.2309 Epoch 9 Batch 650/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8004, Loss: 0.2352 Epoch 9 Batch 651/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8121, Loss: 0.2245 Epoch 9 Batch 652/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8011, Loss: 0.2448 Epoch 9 Batch 653/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8026, Loss: 0.2434 Epoch 9 Batch 654/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8139, Loss: 0.2245 Epoch 9 Batch 655/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.8026, Loss: 0.2429 Epoch 9 Batch 656/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.7923, Loss: 0.2390 Epoch 9 Batch 657/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.7990, Loss: 0.2499 Epoch 9 Batch 658/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7933, Loss: 0.2233 Epoch 9 Batch 659/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.7983, Loss: 0.2381 Epoch 9 Batch 660/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7976, Loss: 0.2325 Epoch 9 Batch 661/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.7962, Loss: 0.2234 Epoch 9 Batch 662/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.7944, Loss: 0.2171 Epoch 9 Batch 663/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.7915, Loss: 0.2086 Epoch 9 Batch 664/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.7841, Loss: 0.2323 Epoch 9 Batch 665/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.7884, Loss: 0.2393 Epoch 9 Batch 666/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.7905, Loss: 0.2435 Epoch 9 Batch 667/1077 - Train Accuracy: 0.8100, Validation Accuracy: 0.7866, Loss: 0.2549 Epoch 9 Batch 668/1077 - Train Accuracy: 0.8248, Validation Accuracy: 0.7827, Loss: 0.2281 Epoch 9 Batch 669/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.7844, Loss: 0.2287 Epoch 9 Batch 670/1077 - Train Accuracy: 0.8274, Validation Accuracy: 0.7923, Loss: 0.2219 Epoch 9 Batch 671/1077 - Train Accuracy: 0.8261, Validation Accuracy: 0.7955, Loss: 0.2554 Epoch 9 Batch 672/1077 - Train Accuracy: 0.8315, Validation Accuracy: 0.7962, Loss: 0.2238 Epoch 9 Batch 673/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7887, Loss: 0.2193 Epoch 9 Batch 674/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.7955, Loss: 0.2329 Epoch 9 Batch 675/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.8008, Loss: 0.2410 Epoch 9 Batch 676/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8033, Loss: 0.2405 Epoch 9 Batch 677/1077 - Train Accuracy: 0.7785, Validation Accuracy: 0.8079, Loss: 0.2480 Epoch 9 Batch 678/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8008, Loss: 0.2178 Epoch 9 Batch 679/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8015, Loss: 0.2384 Epoch 9 Batch 680/1077 - Train Accuracy: 0.7920, Validation Accuracy: 0.8001, Loss: 0.2295 Epoch 9 Batch 681/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.7994, Loss: 0.2321 Epoch 9 Batch 682/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7965, Loss: 0.2353 Epoch 9 Batch 683/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.7983, Loss: 0.2217 Epoch 9 Batch 684/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8004, Loss: 0.2210 Epoch 9 Batch 685/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7951, Loss: 0.2400 Epoch 9 Batch 686/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.7915, Loss: 0.2123 Epoch 9 Batch 687/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7823, Loss: 0.2470 Epoch 9 Batch 688/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.7830, Loss: 0.2187 Epoch 9 Batch 689/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.7809, Loss: 0.2206 Epoch 9 Batch 690/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.7834, Loss: 0.2265 Epoch 9 Batch 691/1077 - Train Accuracy: 0.8067, Validation Accuracy: 0.8040, Loss: 0.2639 Epoch 9 Batch 692/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.7937, Loss: 0.2174 Epoch 9 Batch 693/1077 - Train Accuracy: 0.7821, Validation Accuracy: 0.7905, Loss: 0.2803 Epoch 9 Batch 694/1077 - Train Accuracy: 0.8177, Validation Accuracy: 0.7979, Loss: 0.2243 Epoch 9 Batch 695/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8040, Loss: 0.2186 Epoch 9 Batch 696/1077 - Train Accuracy: 0.7804, Validation Accuracy: 0.7958, Loss: 0.2475 Epoch 9 Batch 697/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.7969, Loss: 0.2252 Epoch 9 Batch 698/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.7983, Loss: 0.2165 Epoch 9 Batch 699/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8093, Loss: 0.2361 Epoch 9 Batch 700/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8050, Loss: 0.2174 Epoch 9 Batch 701/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8058, Loss: 0.2368 Epoch 9 Batch 702/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8043, Loss: 0.2341 Epoch 9 Batch 703/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8068, Loss: 0.2399 Epoch 9 Batch 704/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8033, Loss: 0.2466 Epoch 9 Batch 705/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8040, Loss: 0.2568 Epoch 9 Batch 706/1077 - Train Accuracy: 0.8028, Validation Accuracy: 0.8061, Loss: 0.2459 Epoch 9 Batch 707/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8104, Loss: 0.2335 Epoch 9 Batch 708/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8075, Loss: 0.2371 Epoch 9 Batch 709/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8175, Loss: 0.2615 Epoch 9 Batch 710/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8182, Loss: 0.2335 Epoch 9 Batch 711/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8192, Loss: 0.2559 Epoch 9 Batch 712/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8157, Loss: 0.2193 Epoch 9 Batch 713/1077 - Train Accuracy: 0.8175, Validation Accuracy: 0.8050, Loss: 0.2199 Epoch 9 Batch 714/1077 - Train Accuracy: 0.8021, Validation Accuracy: 0.7820, Loss: 0.2461 Epoch 9 Batch 715/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7823, Loss: 0.2478 Epoch 9 Batch 716/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8058, Loss: 0.2105 Epoch 9 Batch 717/1077 - Train Accuracy: 0.8376, Validation Accuracy: 0.7983, Loss: 0.2339 Epoch 9 Batch 718/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8008, Loss: 0.2504 Epoch 9 Batch 719/1077 - Train Accuracy: 0.8110, Validation Accuracy: 0.7976, Loss: 0.2378 Epoch 9 Batch 720/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8036, Loss: 0.2477 Epoch 9 Batch 721/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7791, Loss: 0.2385 Epoch 9 Batch 722/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7830, Loss: 0.2383 Epoch 9 Batch 723/1077 - Train Accuracy: 0.8181, Validation Accuracy: 0.8033, Loss: 0.2307 Epoch 9 Batch 724/1077 - Train Accuracy: 0.8331, Validation Accuracy: 0.8200, Loss: 0.2468 Epoch 9 Batch 725/1077 - Train Accuracy: 0.8404, Validation Accuracy: 0.8200, Loss: 0.2216 Epoch 9 Batch 726/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8253, Loss: 0.2229 Epoch 9 Batch 727/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.7976, Loss: 0.2092 Epoch 9 Batch 728/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7862, Loss: 0.2428 Epoch 9 Batch 729/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7937, Loss: 0.2456 Epoch 9 Batch 730/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7820, Loss: 0.2480 Epoch 9 Batch 731/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7848, Loss: 0.2302 Epoch 9 Batch 732/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.7930, Loss: 0.2503 Epoch 9 Batch 733/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7940, Loss: 0.2441 Epoch 9 Batch 734/1077 - Train Accuracy: 0.8479, Validation Accuracy: 0.7887, Loss: 0.2514 Epoch 9 Batch 735/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.7859, Loss: 0.2329 Epoch 9 Batch 736/1077 - Train Accuracy: 0.8236, Validation Accuracy: 0.7848, Loss: 0.2337 Epoch 9 Batch 737/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.7855, Loss: 0.2492 Epoch 9 Batch 738/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.7770, Loss: 0.2094 Epoch 9 Batch 739/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7788, Loss: 0.2171 Epoch 9 Batch 740/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7844, Loss: 0.2185 Epoch 9 Batch 741/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7866, Loss: 0.2377 Epoch 9 Batch 742/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7926, Loss: 0.2331 Epoch 9 Batch 743/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.7926, Loss: 0.2347 Epoch 9 Batch 744/1077 - Train Accuracy: 0.8326, Validation Accuracy: 0.7947, Loss: 0.2123 Epoch 9 Batch 745/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7969, Loss: 0.2303 Epoch 9 Batch 746/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7951, Loss: 0.2180 Epoch 9 Batch 747/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.7958, Loss: 0.2075 Epoch 9 Batch 748/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7930, Loss: 0.2224 Epoch 9 Batch 749/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8022, Loss: 0.2404 Epoch 9 Batch 750/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8086, Loss: 0.2264 Epoch 9 Batch 751/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8011, Loss: 0.2212 Epoch 9 Batch 752/1077 - Train Accuracy: 0.8110, Validation Accuracy: 0.8075, Loss: 0.2236 Epoch 9 Batch 753/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8075, Loss: 0.2242 Epoch 9 Batch 754/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8061, Loss: 0.2404 Epoch 9 Batch 755/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7983, Loss: 0.2384 Epoch 9 Batch 756/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8072, Loss: 0.2276 Epoch 9 Batch 757/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8058, Loss: 0.2404 Epoch 9 Batch 758/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8004, Loss: 0.2013 Epoch 9 Batch 759/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8022, Loss: 0.2093 Epoch 9 Batch 760/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8011, Loss: 0.2389 Epoch 9 Batch 761/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8029, Loss: 0.2450 Epoch 9 Batch 762/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.7969, Loss: 0.2060 Epoch 9 Batch 763/1077 - Train Accuracy: 0.8144, Validation Accuracy: 0.7844, Loss: 0.2234 Epoch 9 Batch 764/1077 - Train Accuracy: 0.8339, Validation Accuracy: 0.7933, Loss: 0.2275 Epoch 9 Batch 765/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8043, Loss: 0.2280 Epoch 9 Batch 766/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.8058, Loss: 0.2365 Epoch 9 Batch 767/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8061, Loss: 0.2350 Epoch 9 Batch 768/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7955, Loss: 0.2354 Epoch 9 Batch 769/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.7930, Loss: 0.2314 Epoch 9 Batch 770/1077 - Train Accuracy: 0.8218, Validation Accuracy: 0.7848, Loss: 0.2190 Epoch 9 Batch 771/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.7855, Loss: 0.2311 Epoch 9 Batch 772/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7912, Loss: 0.2187 Epoch 9 Batch 773/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8022, Loss: 0.2225 Epoch 9 Batch 774/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8136, Loss: 0.2379 Epoch 9 Batch 775/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8121, Loss: 0.2262 Epoch 9 Batch 776/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8072, Loss: 0.2265 Epoch 9 Batch 777/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8097, Loss: 0.2314 Epoch 9 Batch 778/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.7962, Loss: 0.2181 Epoch 9 Batch 779/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7976, Loss: 0.2315 Epoch 9 Batch 780/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7983, Loss: 0.2380 Epoch 9 Batch 781/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8100, Loss: 0.2132 Epoch 9 Batch 782/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8089, Loss: 0.2153 Epoch 9 Batch 783/1077 - Train Accuracy: 0.7857, Validation Accuracy: 0.8089, Loss: 0.2293 Epoch 9 Batch 784/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8075, Loss: 0.2119 Epoch 9 Batch 785/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8164, Loss: 0.2152 Epoch 9 Batch 786/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.8075, Loss: 0.2369 Epoch 9 Batch 787/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8004, Loss: 0.2078 Epoch 9 Batch 788/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.7951, Loss: 0.2212 Epoch 9 Batch 789/1077 - Train Accuracy: 0.8030, Validation Accuracy: 0.8004, Loss: 0.2250 Epoch 9 Batch 790/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.8079, Loss: 0.2458 Epoch 9 Batch 791/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8082, Loss: 0.2380 Epoch 9 Batch 792/1077 - Train Accuracy: 0.7836, Validation Accuracy: 0.8061, Loss: 0.2394 Epoch 9 Batch 793/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8111, Loss: 0.2224 Epoch 9 Batch 794/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8082, Loss: 0.2177 Epoch 9 Batch 795/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7962, Loss: 0.2391 Epoch 9 Batch 796/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.7958, Loss: 0.2287 Epoch 9 Batch 797/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8001, Loss: 0.2265 Epoch 9 Batch 798/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8111, Loss: 0.2306 Epoch 9 Batch 799/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.8093, Loss: 0.2554 Epoch 9 Batch 800/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.8097, Loss: 0.2262 Epoch 9 Batch 801/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8157, Loss: 0.2312 Epoch 9 Batch 802/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8139, Loss: 0.2380 Epoch 9 Batch 803/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8111, Loss: 0.2249 Epoch 9 Batch 804/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8125, Loss: 0.2218 Epoch 9 Batch 805/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8072, Loss: 0.2292 Epoch 9 Batch 806/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8068, Loss: 0.2251 Epoch 9 Batch 807/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8132, Loss: 0.2048 Epoch 9 Batch 808/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8164, Loss: 0.2430 Epoch 9 Batch 809/1077 - Train Accuracy: 0.7936, Validation Accuracy: 0.8129, Loss: 0.2551 Epoch 9 Batch 810/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8068, Loss: 0.2147 Epoch 9 Batch 811/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8146, Loss: 0.2181 Epoch 9 Batch 812/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.8082, Loss: 0.2328 Epoch 9 Batch 813/1077 - Train Accuracy: 0.8248, Validation Accuracy: 0.8093, Loss: 0.2265 Epoch 9 Batch 814/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.8043, Loss: 0.2432 Epoch 9 Batch 815/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8026, Loss: 0.2241 Epoch 9 Batch 816/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8111, Loss: 0.2323 Epoch 9 Batch 817/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.8022, Loss: 0.2474 Epoch 9 Batch 818/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.8011, Loss: 0.2358 Epoch 9 Batch 819/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8196, Loss: 0.2257 Epoch 9 Batch 820/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.8136, Loss: 0.2498 Epoch 9 Batch 821/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8150, Loss: 0.2199 Epoch 9 Batch 822/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8182, Loss: 0.2221 Epoch 9 Batch 823/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8153, Loss: 0.2194 Epoch 9 Batch 824/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8086, Loss: 0.2239 Epoch 9 Batch 825/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8001, Loss: 0.2235 Epoch 9 Batch 826/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.8022, Loss: 0.2189 Epoch 9 Batch 827/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.8079, Loss: 0.2361 Epoch 9 Batch 828/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.7947, Loss: 0.2328 Epoch 9 Batch 829/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.7972, Loss: 0.2520 Epoch 9 Batch 830/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7969, Loss: 0.2265 Epoch 9 Batch 831/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7955, Loss: 0.2280 Epoch 9 Batch 832/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8040, Loss: 0.2223 Epoch 9 Batch 833/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7923, Loss: 0.2272 Epoch 9 Batch 834/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.7926, Loss: 0.2214 Epoch 9 Batch 835/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.7990, Loss: 0.2296 Epoch 9 Batch 836/1077 - Train Accuracy: 0.8252, Validation Accuracy: 0.8001, Loss: 0.2304 Epoch 9 Batch 837/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.8065, Loss: 0.2479 Epoch 9 Batch 838/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8047, Loss: 0.2121 Epoch 9 Batch 839/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7983, Loss: 0.2155 Epoch 9 Batch 840/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7940, Loss: 0.2199 Epoch 9 Batch 841/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7951, Loss: 0.2365 Epoch 9 Batch 842/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8026, Loss: 0.2195 Epoch 9 Batch 843/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8097, Loss: 0.2084 Epoch 9 Batch 844/1077 - Train Accuracy: 0.8192, Validation Accuracy: 0.8018, Loss: 0.2225 Epoch 9 Batch 845/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8040, Loss: 0.2275 Epoch 9 Batch 846/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8075, Loss: 0.2333 Epoch 9 Batch 847/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8043, Loss: 0.2200 Epoch 9 Batch 848/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8075, Loss: 0.2292 Epoch 9 Batch 849/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8011, Loss: 0.2092 Epoch 9 Batch 850/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.8011, Loss: 0.2597 Epoch 9 Batch 851/1077 - Train Accuracy: 0.8296, Validation Accuracy: 0.8026, Loss: 0.2256 Epoch 9 Batch 852/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.8029, Loss: 0.2394 Epoch 9 Batch 853/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8065, Loss: 0.2159 Epoch 9 Batch 854/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8125, Loss: 0.2328 Epoch 9 Batch 855/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8192, Loss: 0.2343 Epoch 9 Batch 856/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8121, Loss: 0.2341 Epoch 9 Batch 857/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7997, Loss: 0.2153 Epoch 9 Batch 858/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.7987, Loss: 0.2202 Epoch 9 Batch 859/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8125, Loss: 0.2320 Epoch 9 Batch 860/1077 - Train Accuracy: 0.8088, Validation Accuracy: 0.8221, Loss: 0.2312 Epoch 9 Batch 861/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.8132, Loss: 0.2269 Epoch 9 Batch 862/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8164, Loss: 0.2283 Epoch 9 Batch 863/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8129, Loss: 0.2068 Epoch 9 Batch 864/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8065, Loss: 0.2288 Epoch 9 Batch 865/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8033, Loss: 0.2120 Epoch 9 Batch 866/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.8082, Loss: 0.2300 Epoch 9 Batch 867/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.8054, Loss: 0.2777 Epoch 9 Batch 868/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8082, Loss: 0.2255 Epoch 9 Batch 869/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.8118, Loss: 0.2372 Epoch 9 Batch 870/1077 - Train Accuracy: 0.7743, Validation Accuracy: 0.8136, Loss: 0.2341 Epoch 9 Batch 871/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.8278, Loss: 0.2328 Epoch 9 Batch 872/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8260, Loss: 0.2219 Epoch 9 Batch 873/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8235, Loss: 0.2340 Epoch 9 Batch 874/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8310, Loss: 0.2277 Epoch 9 Batch 875/1077 - Train Accuracy: 0.8223, Validation Accuracy: 0.8292, Loss: 0.2156 Epoch 9 Batch 876/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8175, Loss: 0.2189 Epoch 9 Batch 877/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8139, Loss: 0.2117 Epoch 9 Batch 878/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8171, Loss: 0.2151 Epoch 9 Batch 879/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8175, Loss: 0.2090 Epoch 9 Batch 880/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8143, Loss: 0.2200 Epoch 9 Batch 881/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8143, Loss: 0.2326 Epoch 9 Batch 882/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.8161, Loss: 0.2563 Epoch 9 Batch 883/1077 - Train Accuracy: 0.7866, Validation Accuracy: 0.8075, Loss: 0.2615 Epoch 9 Batch 884/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8050, Loss: 0.2087 Epoch 9 Batch 885/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8114, Loss: 0.1863 Epoch 9 Batch 886/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8079, Loss: 0.2226 Epoch 9 Batch 887/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7987, Loss: 0.2367 Epoch 9 Batch 888/1077 - Train Accuracy: 0.8292, Validation Accuracy: 0.7599, Loss: 0.2396 Epoch 9 Batch 889/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.7660, Loss: 0.2408 Epoch 9 Batch 890/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.7979, Loss: 0.2221 Epoch 9 Batch 891/1077 - Train Accuracy: 0.8483, Validation Accuracy: 0.8107, Loss: 0.2349 Epoch 9 Batch 892/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8082, Loss: 0.2127 Epoch 9 Batch 893/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.8192, Loss: 0.2497 Epoch 9 Batch 894/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.7976, Loss: 0.2054 Epoch 9 Batch 895/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7923, Loss: 0.2342 Epoch 9 Batch 896/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.7869, Loss: 0.2489 Epoch 9 Batch 897/1077 - Train Accuracy: 0.8069, Validation Accuracy: 0.7923, Loss: 0.2087 Epoch 9 Batch 898/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8121, Loss: 0.2081 Epoch 9 Batch 899/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8058, Loss: 0.2344 Epoch 9 Batch 900/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8100, Loss: 0.2378 Epoch 9 Batch 901/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8033, Loss: 0.2386 Epoch 9 Batch 902/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7990, Loss: 0.2374 Epoch 9 Batch 903/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8011, Loss: 0.2147 Epoch 9 Batch 904/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8075, Loss: 0.2220 Epoch 9 Batch 905/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8089, Loss: 0.2138 Epoch 9 Batch 906/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8061, Loss: 0.2076 Epoch 9 Batch 907/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8129, Loss: 0.2174 Epoch 9 Batch 908/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.8100, Loss: 0.2400 Epoch 9 Batch 909/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8129, Loss: 0.2302 Epoch 9 Batch 910/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8043, Loss: 0.2218 Epoch 9 Batch 911/1077 - Train Accuracy: 0.8310, Validation Accuracy: 0.8047, Loss: 0.2303 Epoch 9 Batch 912/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8104, Loss: 0.2205 Epoch 9 Batch 913/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8192, Loss: 0.2319 Epoch 9 Batch 914/1077 - Train Accuracy: 0.8503, Validation Accuracy: 0.8143, Loss: 0.2275 Epoch 9 Batch 915/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.8086, Loss: 0.2461 Epoch 9 Batch 916/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8111, Loss: 0.2257 Epoch 9 Batch 917/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8058, Loss: 0.2238 Epoch 9 Batch 918/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.8111, Loss: 0.2051 Epoch 9 Batch 919/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8054, Loss: 0.2137 Epoch 9 Batch 920/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8139, Loss: 0.2290 Epoch 9 Batch 921/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8086, Loss: 0.2261 Epoch 9 Batch 922/1077 - Train Accuracy: 0.8181, Validation Accuracy: 0.8121, Loss: 0.2179 Epoch 9 Batch 923/1077 - Train Accuracy: 0.8503, Validation Accuracy: 0.8164, Loss: 0.2371 Epoch 9 Batch 924/1077 - Train Accuracy: 0.8380, Validation Accuracy: 0.8171, Loss: 0.2412 Epoch 9 Batch 925/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8196, Loss: 0.2131 Epoch 9 Batch 926/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.8203, Loss: 0.2353 Epoch 9 Batch 927/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8178, Loss: 0.2287 Epoch 9 Batch 928/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8224, Loss: 0.2161 Epoch 9 Batch 929/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8210, Loss: 0.2230 Epoch 9 Batch 930/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8196, Loss: 0.2052 Epoch 9 Batch 931/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8114, Loss: 0.2277 Epoch 9 Batch 932/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.8072, Loss: 0.2408 Epoch 9 Batch 933/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8125, Loss: 0.2131 Epoch 9 Batch 934/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.8146, Loss: 0.2339 Epoch 9 Batch 935/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8093, Loss: 0.2329 Epoch 9 Batch 936/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.8018, Loss: 0.2322 Epoch 9 Batch 937/1077 - Train Accuracy: 0.8454, Validation Accuracy: 0.8089, Loss: 0.2429 Epoch 9 Batch 938/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8107, Loss: 0.2298 Epoch 9 Batch 939/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.8118, Loss: 0.2264 Epoch 9 Batch 940/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8139, Loss: 0.2173 Epoch 9 Batch 941/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8104, Loss: 0.2047 Epoch 9 Batch 942/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.8054, Loss: 0.2359 Epoch 9 Batch 943/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8015, Loss: 0.2260 Epoch 9 Batch 944/1077 - Train Accuracy: 0.8080, Validation Accuracy: 0.8022, Loss: 0.2169 Epoch 9 Batch 945/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8150, Loss: 0.2050 Epoch 9 Batch 946/1077 - Train Accuracy: 0.8351, Validation Accuracy: 0.8125, Loss: 0.2182 Epoch 9 Batch 947/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.8086, Loss: 0.2397 Epoch 9 Batch 948/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8143, Loss: 0.2210 Epoch 9 Batch 949/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8192, Loss: 0.1987 Epoch 9 Batch 950/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8068, Loss: 0.2087 Epoch 9 Batch 951/1077 - Train Accuracy: 0.8095, Validation Accuracy: 0.8121, Loss: 0.2216 Epoch 9 Batch 952/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8129, Loss: 0.2143 Epoch 9 Batch 953/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8114, Loss: 0.2252 Epoch 9 Batch 954/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.8065, Loss: 0.2375 Epoch 9 Batch 955/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8050, Loss: 0.2259 Epoch 9 Batch 956/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8054, Loss: 0.2149 Epoch 9 Batch 957/1077 - Train Accuracy: 0.8374, Validation Accuracy: 0.8018, Loss: 0.2098 Epoch 9 Batch 958/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8008, Loss: 0.2292 Epoch 9 Batch 959/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8004, Loss: 0.2154 Epoch 9 Batch 960/1077 - Train Accuracy: 0.8140, Validation Accuracy: 0.8058, Loss: 0.2173 Epoch 9 Batch 961/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8054, Loss: 0.2264 Epoch 9 Batch 962/1077 - Train Accuracy: 0.8311, Validation Accuracy: 0.8036, Loss: 0.2181 Epoch 9 Batch 963/1077 - Train Accuracy: 0.8416, Validation Accuracy: 0.8036, Loss: 0.2438 Epoch 9 Batch 964/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.7951, Loss: 0.2118 Epoch 9 Batch 965/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.8011, Loss: 0.2296 Epoch 9 Batch 966/1077 - Train Accuracy: 0.8682, Validation Accuracy: 0.8079, Loss: 0.1942 Epoch 9 Batch 967/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8136, Loss: 0.2158 Epoch 9 Batch 968/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.8146, Loss: 0.2456 Epoch 9 Batch 969/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8171, Loss: 0.2342 Epoch 9 Batch 970/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8082, Loss: 0.2356 Epoch 9 Batch 971/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8047, Loss: 0.2140 Epoch 9 Batch 972/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8171, Loss: 0.2176 Epoch 9 Batch 973/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8224, Loss: 0.1995 Epoch 9 Batch 974/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8200, Loss: 0.2198 Epoch 9 Batch 975/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.8256, Loss: 0.2133 Epoch 9 Batch 976/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8221, Loss: 0.2111 Epoch 9 Batch 977/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8228, Loss: 0.2067 Epoch 9 Batch 978/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8232, Loss: 0.2214 Epoch 9 Batch 979/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.8253, Loss: 0.2346 Epoch 9 Batch 980/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8260, Loss: 0.2356 Epoch 9 Batch 981/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8203, Loss: 0.2248 Epoch 9 Batch 982/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.8203, Loss: 0.2250 Epoch 9 Batch 983/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.8111, Loss: 0.2407 Epoch 9 Batch 984/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.8065, Loss: 0.2356 Epoch 9 Batch 985/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8018, Loss: 0.2201 Epoch 9 Batch 986/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8079, Loss: 0.2172 Epoch 9 Batch 987/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8093, Loss: 0.2049 Epoch 9 Batch 988/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8089, Loss: 0.2272 Epoch 9 Batch 989/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8143, Loss: 0.2384 Epoch 9 Batch 990/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.8061, Loss: 0.2449 Epoch 9 Batch 991/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8100, Loss: 0.2223 Epoch 9 Batch 992/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8182, Loss: 0.2283 Epoch 9 Batch 993/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8189, Loss: 0.2011 Epoch 9 Batch 994/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8203, Loss: 0.2144 Epoch 9 Batch 995/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8196, Loss: 0.2094 Epoch 9 Batch 996/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8263, Loss: 0.2319 Epoch 9 Batch 997/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8249, Loss: 0.2336 Epoch 9 Batch 998/1077 - Train Accuracy: 0.8250, Validation Accuracy: 0.8097, Loss: 0.2068 Epoch 9 Batch 999/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8093, Loss: 0.2240 Epoch 9 Batch 1000/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.8256, Loss: 0.2059 Epoch 9 Batch 1001/1077 - Train Accuracy: 0.8089, Validation Accuracy: 0.8402, Loss: 0.1990 Epoch 9 Batch 1002/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8320, Loss: 0.2047 Epoch 9 Batch 1003/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8228, Loss: 0.2119 Epoch 9 Batch 1004/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8203, Loss: 0.2155 Epoch 9 Batch 1005/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8139, Loss: 0.2260 Epoch 9 Batch 1006/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8089, Loss: 0.2032 Epoch 9 Batch 1007/1077 - Train Accuracy: 0.8456, Validation Accuracy: 0.7976, Loss: 0.2007 Epoch 9 Batch 1008/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8100, Loss: 0.2265 Epoch 9 Batch 1009/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8118, Loss: 0.1953 Epoch 9 Batch 1010/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8136, Loss: 0.2212 Epoch 9 Batch 1011/1077 - Train Accuracy: 0.8250, Validation Accuracy: 0.8139, Loss: 0.2248 Epoch 9 Batch 1012/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8232, Loss: 0.1976 Epoch 9 Batch 1013/1077 - Train Accuracy: 0.8404, Validation Accuracy: 0.8232, Loss: 0.2023 Epoch 9 Batch 1014/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.8058, Loss: 0.2217 Epoch 9 Batch 1015/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8082, Loss: 0.2350 Epoch 9 Batch 1016/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.8136, Loss: 0.2406 Epoch 9 Batch 1017/1077 - Train Accuracy: 0.8257, Validation Accuracy: 0.8317, Loss: 0.2196 Epoch 9 Batch 1018/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.8352, Loss: 0.2237 Epoch 9 Batch 1019/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8331, Loss: 0.2431 Epoch 9 Batch 1020/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8306, Loss: 0.2135 Epoch 9 Batch 1021/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8246, Loss: 0.2391 Epoch 9 Batch 1022/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8196, Loss: 0.2019 Epoch 9 Batch 1023/1077 - Train Accuracy: 0.8317, Validation Accuracy: 0.8200, Loss: 0.2111 Epoch 9 Batch 1024/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.8150, Loss: 0.2329 Epoch 9 Batch 1025/1077 - Train Accuracy: 0.8315, Validation Accuracy: 0.8182, Loss: 0.2109 Epoch 9 Batch 1026/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8345, Loss: 0.2042 Epoch 9 Batch 1027/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8338, Loss: 0.2246 Epoch 9 Batch 1028/1077 - Train Accuracy: 0.8025, Validation Accuracy: 0.8324, Loss: 0.2328 Epoch 9 Batch 1029/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8196, Loss: 0.2090 Epoch 9 Batch 1030/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8224, Loss: 0.2209 Epoch 9 Batch 1031/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8100, Loss: 0.2399 Epoch 9 Batch 1032/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.8072, Loss: 0.2265 Epoch 9 Batch 1033/1077 - Train Accuracy: 0.8036, Validation Accuracy: 0.8271, Loss: 0.2121 Epoch 9 Batch 1034/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.8239, Loss: 0.2366 Epoch 9 Batch 1035/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8292, Loss: 0.1902 Epoch 9 Batch 1036/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.8153, Loss: 0.2459 Epoch 9 Batch 1037/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8075, Loss: 0.2269 Epoch 9 Batch 1038/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8075, Loss: 0.2292 Epoch 9 Batch 1039/1077 - Train Accuracy: 0.8300, Validation Accuracy: 0.8086, Loss: 0.2096 Epoch 9 Batch 1040/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.8118, Loss: 0.2209 Epoch 9 Batch 1041/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8189, Loss: 0.2263 Epoch 9 Batch 1042/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.8196, Loss: 0.2218 Epoch 9 Batch 1043/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.8278, Loss: 0.2399 Epoch 9 Batch 1044/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.8168, Loss: 0.2236 Epoch 9 Batch 1045/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.8129, Loss: 0.2285 Epoch 9 Batch 1046/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8192, Loss: 0.2006 Epoch 9 Batch 1047/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8274, Loss: 0.2077 Epoch 9 Batch 1048/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8168, Loss: 0.2253 Epoch 9 Batch 1049/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8075, Loss: 0.2295 Epoch 9 Batch 1050/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8082, Loss: 0.2231 Epoch 9 Batch 1051/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.8033, Loss: 0.2025 Epoch 9 Batch 1052/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8164, Loss: 0.2041 Epoch 9 Batch 1053/1077 - Train Accuracy: 0.8017, Validation Accuracy: 0.8079, Loss: 0.2073 Epoch 9 Batch 1054/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8217, Loss: 0.2130 Epoch 9 Batch 1055/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7912, Loss: 0.2573 Epoch 9 Batch 1056/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.7912, Loss: 0.2261 Epoch 9 Batch 1057/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8097, Loss: 0.2384 Epoch 9 Batch 1058/1077 - Train Accuracy: 0.8076, Validation Accuracy: 0.8072, Loss: 0.2477 Epoch 9 Batch 1059/1077 - Train Accuracy: 0.8072, Validation Accuracy: 0.8164, Loss: 0.2549 Epoch 9 Batch 1060/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8075, Loss: 0.2086 Epoch 9 Batch 1061/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.8015, Loss: 0.2408 Epoch 9 Batch 1062/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7972, Loss: 0.2415 Epoch 9 Batch 1063/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7926, Loss: 0.2259 Epoch 9 Batch 1064/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.7834, Loss: 0.2220 Epoch 9 Batch 1065/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8043, Loss: 0.2311 Epoch 9 Batch 1066/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8058, Loss: 0.2047 Epoch 9 Batch 1067/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8093, Loss: 0.2227 Epoch 9 Batch 1068/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8086, Loss: 0.2164 Epoch 9 Batch 1069/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8022, Loss: 0.2181 Epoch 9 Batch 1070/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.8008, Loss: 0.2238 Epoch 9 Batch 1071/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.8107, Loss: 0.2234 Epoch 9 Batch 1072/1077 - Train Accuracy: 0.8095, Validation Accuracy: 0.8093, Loss: 0.2181 Epoch 9 Batch 1073/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8178, Loss: 0.2343 Epoch 9 Batch 1074/1077 - Train Accuracy: 0.8311, Validation Accuracy: 0.8104, Loss: 0.2389 Epoch 9 Batch 1075/1077 - Train Accuracy: 0.8236, Validation Accuracy: 0.8118, Loss: 0.2379 Epoch 10 Batch 1/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8263, Loss: 0.2043 Epoch 10 Batch 2/1077 - Train Accuracy: 0.8343, Validation Accuracy: 0.8203, Loss: 0.2258 Epoch 10 Batch 3/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8221, Loss: 0.2148 Epoch 10 Batch 4/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8143, Loss: 0.2189 Epoch 10 Batch 5/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8150, Loss: 0.2343 Epoch 10 Batch 6/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8200, Loss: 0.2190 Epoch 10 Batch 7/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.8182, Loss: 0.2055 Epoch 10 Batch 8/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8200, Loss: 0.2099 Epoch 10 Batch 9/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8242, Loss: 0.2217 Epoch 10 Batch 10/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8125, Loss: 0.2167 Epoch 10 Batch 11/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.8050, Loss: 0.2306 Epoch 10 Batch 12/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8015, Loss: 0.2295 Epoch 10 Batch 13/1077 - Train Accuracy: 0.8356, Validation Accuracy: 0.8161, Loss: 0.2268 Epoch 10 Batch 14/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8132, Loss: 0.1973 Epoch 10 Batch 15/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8107, Loss: 0.2050 Epoch 10 Batch 16/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8221, Loss: 0.2199 Epoch 10 Batch 17/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8189, Loss: 0.2074 Epoch 10 Batch 18/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8118, Loss: 0.2249 Epoch 10 Batch 19/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8161, Loss: 0.2135 Epoch 10 Batch 20/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8161, Loss: 0.2097 Epoch 10 Batch 21/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8125, Loss: 0.2357 Epoch 10 Batch 22/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8104, Loss: 0.2226 Epoch 10 Batch 23/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8093, Loss: 0.2110 Epoch 10 Batch 24/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8129, Loss: 0.2131 Epoch 10 Batch 25/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.8239, Loss: 0.2061 Epoch 10 Batch 26/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8246, Loss: 0.2252 Epoch 10 Batch 27/1077 - Train Accuracy: 0.8225, Validation Accuracy: 0.8203, Loss: 0.1975 Epoch 10 Batch 28/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8054, Loss: 0.2177 Epoch 10 Batch 29/1077 - Train Accuracy: 0.8223, Validation Accuracy: 0.7983, Loss: 0.2263 Epoch 10 Batch 30/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.7940, Loss: 0.2106 Epoch 10 Batch 31/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7930, Loss: 0.2138 Epoch 10 Batch 32/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.7976, Loss: 0.1947 Epoch 10 Batch 33/1077 - Train Accuracy: 0.8259, Validation Accuracy: 0.7969, Loss: 0.1983 Epoch 10 Batch 34/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8100, Loss: 0.2260 Epoch 10 Batch 35/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8235, Loss: 0.2133 Epoch 10 Batch 36/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8239, Loss: 0.2222 Epoch 10 Batch 37/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8345, Loss: 0.2207 Epoch 10 Batch 38/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8271, Loss: 0.2519 Epoch 10 Batch 39/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8363, Loss: 0.2386 Epoch 10 Batch 40/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8374, Loss: 0.2174 Epoch 10 Batch 41/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8359, Loss: 0.2189 Epoch 10 Batch 42/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8420, Loss: 0.2308 Epoch 10 Batch 43/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8377, Loss: 0.2138 Epoch 10 Batch 44/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8320, Loss: 0.2098 Epoch 10 Batch 45/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8306, Loss: 0.2200 Epoch 10 Batch 46/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.8235, Loss: 0.2327 Epoch 10 Batch 47/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8306, Loss: 0.2096 Epoch 10 Batch 48/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8345, Loss: 0.2366 Epoch 10 Batch 49/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.8281, Loss: 0.2312 Epoch 10 Batch 50/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8207, Loss: 0.2176 Epoch 10 Batch 51/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8129, Loss: 0.2081 Epoch 10 Batch 52/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8228, Loss: 0.2241 Epoch 10 Batch 53/1077 - Train Accuracy: 0.8224, Validation Accuracy: 0.8242, Loss: 0.2140 Epoch 10 Batch 54/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8356, Loss: 0.2532 Epoch 10 Batch 55/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8398, Loss: 0.2021 Epoch 10 Batch 56/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8377, Loss: 0.2092 Epoch 10 Batch 57/1077 - Train Accuracy: 0.7994, Validation Accuracy: 0.8306, Loss: 0.2161 Epoch 10 Batch 58/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8256, Loss: 0.2058 Epoch 10 Batch 59/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.8185, Loss: 0.2299 Epoch 10 Batch 60/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8175, Loss: 0.2058 Epoch 10 Batch 61/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8221, Loss: 0.2294 Epoch 10 Batch 62/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8299, Loss: 0.2370 Epoch 10 Batch 63/1077 - Train Accuracy: 0.8337, Validation Accuracy: 0.8363, Loss: 0.1989 Epoch 10 Batch 64/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8338, Loss: 0.2045 Epoch 10 Batch 65/1077 - Train Accuracy: 0.8026, Validation Accuracy: 0.8281, Loss: 0.2182 Epoch 10 Batch 66/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8278, Loss: 0.1932 Epoch 10 Batch 67/1077 - Train Accuracy: 0.8214, Validation Accuracy: 0.8256, Loss: 0.2075 Epoch 10 Batch 68/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8271, Loss: 0.2237 Epoch 10 Batch 69/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8299, Loss: 0.2244 Epoch 10 Batch 70/1077 - Train Accuracy: 0.8261, Validation Accuracy: 0.8295, Loss: 0.2280 Epoch 10 Batch 71/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8345, Loss: 0.1900 Epoch 10 Batch 72/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8306, Loss: 0.2161 Epoch 10 Batch 73/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8320, Loss: 0.2242 Epoch 10 Batch 74/1077 - Train Accuracy: 0.8385, Validation Accuracy: 0.8260, Loss: 0.1944 Epoch 10 Batch 75/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8306, Loss: 0.2430 Epoch 10 Batch 76/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8281, Loss: 0.2002 Epoch 10 Batch 77/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.8256, Loss: 0.2115 Epoch 10 Batch 78/1077 - Train Accuracy: 0.7837, Validation Accuracy: 0.8303, Loss: 0.2223 Epoch 10 Batch 79/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8349, Loss: 0.2107 Epoch 10 Batch 80/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8349, Loss: 0.2114 Epoch 10 Batch 81/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8374, Loss: 0.1938 Epoch 10 Batch 82/1077 - Train Accuracy: 0.8310, Validation Accuracy: 0.8306, Loss: 0.1965 Epoch 10 Batch 83/1077 - Train Accuracy: 0.8433, Validation Accuracy: 0.8352, Loss: 0.2194 Epoch 10 Batch 84/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8175, Loss: 0.2194 Epoch 10 Batch 85/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8153, Loss: 0.2081 Epoch 10 Batch 86/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8093, Loss: 0.2081 Epoch 10 Batch 87/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.8260, Loss: 0.2310 Epoch 10 Batch 88/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8246, Loss: 0.2197 Epoch 10 Batch 89/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8228, Loss: 0.2251 Epoch 10 Batch 90/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8132, Loss: 0.2221 Epoch 10 Batch 91/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8054, Loss: 0.1888 Epoch 10 Batch 92/1077 - Train Accuracy: 0.8419, Validation Accuracy: 0.8139, Loss: 0.2101 Epoch 10 Batch 93/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8210, Loss: 0.2242 Epoch 10 Batch 94/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8285, Loss: 0.1884 Epoch 10 Batch 95/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.8246, Loss: 0.2169 Epoch 10 Batch 96/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8299, Loss: 0.2099 Epoch 10 Batch 97/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8303, Loss: 0.2034 Epoch 10 Batch 98/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8295, Loss: 0.2036 Epoch 10 Batch 99/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8331, Loss: 0.2162 Epoch 10 Batch 100/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8381, Loss: 0.2023 Epoch 10 Batch 101/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8345, Loss: 0.2113 Epoch 10 Batch 102/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8278, Loss: 0.2003 Epoch 10 Batch 103/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8267, Loss: 0.2471 Epoch 10 Batch 104/1077 - Train Accuracy: 0.8380, Validation Accuracy: 0.8253, Loss: 0.2234 Epoch 10 Batch 105/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8221, Loss: 0.2182 Epoch 10 Batch 106/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8224, Loss: 0.2196 Epoch 10 Batch 107/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8224, Loss: 0.2099 Epoch 10 Batch 108/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8221, Loss: 0.1934 Epoch 10 Batch 109/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8271, Loss: 0.2120 Epoch 10 Batch 110/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8303, Loss: 0.1997 Epoch 10 Batch 111/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8256, Loss: 0.2079 Epoch 10 Batch 112/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8232, Loss: 0.2063 Epoch 10 Batch 113/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.8224, Loss: 0.2280 Epoch 10 Batch 114/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8221, Loss: 0.1951 Epoch 10 Batch 115/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8331, Loss: 0.2218 Epoch 10 Batch 116/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.8299, Loss: 0.2452 Epoch 10 Batch 117/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.8295, Loss: 0.2327 Epoch 10 Batch 118/1077 - Train Accuracy: 0.7829, Validation Accuracy: 0.8224, Loss: 0.2383 Epoch 10 Batch 119/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8256, Loss: 0.2194 Epoch 10 Batch 120/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8338, Loss: 0.2329 Epoch 10 Batch 121/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8299, Loss: 0.2215 Epoch 10 Batch 122/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8278, Loss: 0.1992 Epoch 10 Batch 123/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8214, Loss: 0.1868 Epoch 10 Batch 124/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8182, Loss: 0.2245 Epoch 10 Batch 125/1077 - Train Accuracy: 0.8486, Validation Accuracy: 0.8157, Loss: 0.2141 Epoch 10 Batch 126/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8239, Loss: 0.2017 Epoch 10 Batch 127/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8288, Loss: 0.1923 Epoch 10 Batch 128/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8242, Loss: 0.2025 Epoch 10 Batch 129/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8299, Loss: 0.2114 Epoch 10 Batch 130/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8200, Loss: 0.1945 Epoch 10 Batch 131/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.8232, Loss: 0.2058 Epoch 10 Batch 132/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8143, Loss: 0.2256 Epoch 10 Batch 133/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8271, Loss: 0.2159 Epoch 10 Batch 134/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8125, Loss: 0.1898 Epoch 10 Batch 135/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8228, Loss: 0.2091 Epoch 10 Batch 136/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8253, Loss: 0.1907 Epoch 10 Batch 137/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8178, Loss: 0.1952 Epoch 10 Batch 138/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8164, Loss: 0.2116 Epoch 10 Batch 139/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8082, Loss: 0.2132 Epoch 10 Batch 140/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8114, Loss: 0.2186 Epoch 10 Batch 141/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.8150, Loss: 0.2231 Epoch 10 Batch 142/1077 - Train Accuracy: 0.8337, Validation Accuracy: 0.8242, Loss: 0.1979 Epoch 10 Batch 143/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8192, Loss: 0.2151 Epoch 10 Batch 144/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8249, Loss: 0.2401 Epoch 10 Batch 145/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8104, Loss: 0.2136 Epoch 10 Batch 146/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.7976, Loss: 0.2378 Epoch 10 Batch 147/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.7990, Loss: 0.2214 Epoch 10 Batch 148/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.8093, Loss: 0.2045 Epoch 10 Batch 149/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8143, Loss: 0.2090 Epoch 10 Batch 150/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8185, Loss: 0.2115 Epoch 10 Batch 151/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8132, Loss: 0.1968 Epoch 10 Batch 152/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8111, Loss: 0.2225 Epoch 10 Batch 153/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8125, Loss: 0.2200 Epoch 10 Batch 154/1077 - Train Accuracy: 0.8405, Validation Accuracy: 0.8111, Loss: 0.2300 Epoch 10 Batch 155/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8089, Loss: 0.2121 Epoch 10 Batch 156/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8036, Loss: 0.2059 Epoch 10 Batch 157/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8093, Loss: 0.2210 Epoch 10 Batch 158/1077 - Train Accuracy: 0.8374, Validation Accuracy: 0.8118, Loss: 0.2148 Epoch 10 Batch 159/1077 - Train Accuracy: 0.8404, Validation Accuracy: 0.8121, Loss: 0.1999 Epoch 10 Batch 160/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8171, Loss: 0.2068 Epoch 10 Batch 161/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8107, Loss: 0.2067 Epoch 10 Batch 162/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.8008, Loss: 0.2440 Epoch 10 Batch 163/1077 - Train Accuracy: 0.8450, Validation Accuracy: 0.8026, Loss: 0.2288 Epoch 10 Batch 164/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8256, Loss: 0.2138 Epoch 10 Batch 165/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.8271, Loss: 0.2213 Epoch 10 Batch 166/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8207, Loss: 0.2106 Epoch 10 Batch 167/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8192, Loss: 0.2142 Epoch 10 Batch 168/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.8271, Loss: 0.2354 Epoch 10 Batch 169/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.8295, Loss: 0.2098 Epoch 10 Batch 170/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8178, Loss: 0.2215 Epoch 10 Batch 171/1077 - Train Accuracy: 0.8239, Validation Accuracy: 0.8036, Loss: 0.2004 Epoch 10 Batch 172/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8132, Loss: 0.1899 Epoch 10 Batch 173/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8249, Loss: 0.2205 Epoch 10 Batch 174/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8281, Loss: 0.2204 Epoch 10 Batch 175/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8267, Loss: 0.2030 Epoch 10 Batch 176/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8278, Loss: 0.2149 Epoch 10 Batch 177/1077 - Train Accuracy: 0.8343, Validation Accuracy: 0.8232, Loss: 0.2143 Epoch 10 Batch 178/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8132, Loss: 0.1991 Epoch 10 Batch 179/1077 - Train Accuracy: 0.8314, Validation Accuracy: 0.8192, Loss: 0.2125 Epoch 10 Batch 180/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8249, Loss: 0.2063 Epoch 10 Batch 181/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8288, Loss: 0.2097 Epoch 10 Batch 182/1077 - Train Accuracy: 0.8397, Validation Accuracy: 0.8278, Loss: 0.2253 Epoch 10 Batch 183/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.8299, Loss: 0.2159 Epoch 10 Batch 184/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8253, Loss: 0.1967 Epoch 10 Batch 185/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.8310, Loss: 0.2099 Epoch 10 Batch 186/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8310, Loss: 0.2104 Epoch 10 Batch 187/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8232, Loss: 0.2017 Epoch 10 Batch 188/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.8278, Loss: 0.2095 Epoch 10 Batch 189/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8263, Loss: 0.2095 Epoch 10 Batch 190/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8267, Loss: 0.2083 Epoch 10 Batch 191/1077 - Train Accuracy: 0.8317, Validation Accuracy: 0.8239, Loss: 0.1916 Epoch 10 Batch 192/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8235, Loss: 0.2287 Epoch 10 Batch 193/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8228, Loss: 0.1963 Epoch 10 Batch 194/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8249, Loss: 0.1974 Epoch 10 Batch 195/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8253, Loss: 0.2086 Epoch 10 Batch 196/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8214, Loss: 0.2018 Epoch 10 Batch 197/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8189, Loss: 0.2136 Epoch 10 Batch 198/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8196, Loss: 0.2071 Epoch 10 Batch 199/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8217, Loss: 0.1871 Epoch 10 Batch 200/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8249, Loss: 0.2096 Epoch 10 Batch 201/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8239, Loss: 0.1934 Epoch 10 Batch 202/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8285, Loss: 0.2081 Epoch 10 Batch 203/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.8278, Loss: 0.2120 Epoch 10 Batch 204/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.8200, Loss: 0.2309 Epoch 10 Batch 205/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8207, Loss: 0.2097 Epoch 10 Batch 206/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8182, Loss: 0.2103 Epoch 10 Batch 207/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8299, Loss: 0.1968 Epoch 10 Batch 208/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8200, Loss: 0.1984 Epoch 10 Batch 209/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8221, Loss: 0.1955 Epoch 10 Batch 210/1077 - Train Accuracy: 0.8263, Validation Accuracy: 0.8324, Loss: 0.2029 Epoch 10 Batch 211/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8114, Loss: 0.2038 Epoch 10 Batch 212/1077 - Train Accuracy: 0.8278, Validation Accuracy: 0.8050, Loss: 0.1921 Epoch 10 Batch 213/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8086, Loss: 0.2013 Epoch 10 Batch 214/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8235, Loss: 0.2030 Epoch 10 Batch 215/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.8256, Loss: 0.2277 Epoch 10 Batch 216/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8242, Loss: 0.2151 Epoch 10 Batch 217/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8196, Loss: 0.2019 Epoch 10 Batch 218/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8196, Loss: 0.2288 Epoch 10 Batch 219/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8036, Loss: 0.2006 Epoch 10 Batch 220/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.8192, Loss: 0.2059 Epoch 10 Batch 221/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8235, Loss: 0.2132 Epoch 10 Batch 222/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.8200, Loss: 0.2132 Epoch 10 Batch 223/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8182, Loss: 0.2014 Epoch 10 Batch 224/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8299, Loss: 0.2149 Epoch 10 Batch 225/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8281, Loss: 0.2188 Epoch 10 Batch 226/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8246, Loss: 0.2031 Epoch 10 Batch 227/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.8182, Loss: 0.2277 Epoch 10 Batch 228/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8313, Loss: 0.1998 Epoch 10 Batch 229/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8303, Loss: 0.2089 Epoch 10 Batch 230/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8345, Loss: 0.1898 Epoch 10 Batch 231/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8331, Loss: 0.2251 Epoch 10 Batch 232/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8398, Loss: 0.2052 Epoch 10 Batch 233/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8253, Loss: 0.2149 Epoch 10 Batch 234/1077 - Train Accuracy: 0.7865, Validation Accuracy: 0.8359, Loss: 0.2243 Epoch 10 Batch 235/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.8420, Loss: 0.1983 Epoch 10 Batch 236/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8338, Loss: 0.2150 Epoch 10 Batch 237/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8235, Loss: 0.1879 Epoch 10 Batch 238/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8210, Loss: 0.2037 Epoch 10 Batch 239/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8153, Loss: 0.1833 Epoch 10 Batch 240/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8239, Loss: 0.1918 Epoch 10 Batch 241/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8228, Loss: 0.1816 Epoch 10 Batch 242/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8271, Loss: 0.1946 Epoch 10 Batch 243/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.8295, Loss: 0.2325 Epoch 10 Batch 244/1077 - Train Accuracy: 0.8537, Validation Accuracy: 0.8203, Loss: 0.1990 Epoch 10 Batch 245/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8164, Loss: 0.1960 Epoch 10 Batch 246/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8281, Loss: 0.2059 Epoch 10 Batch 247/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.8239, Loss: 0.2000 Epoch 10 Batch 248/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8178, Loss: 0.1970 Epoch 10 Batch 249/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8263, Loss: 0.1939 Epoch 10 Batch 250/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8253, Loss: 0.1917 Epoch 10 Batch 251/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8317, Loss: 0.2102 Epoch 10 Batch 252/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8256, Loss: 0.1948 Epoch 10 Batch 253/1077 - Train Accuracy: 0.8494, Validation Accuracy: 0.8022, Loss: 0.1945 Epoch 10 Batch 254/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8054, Loss: 0.2123 Epoch 10 Batch 255/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8121, Loss: 0.2054 Epoch 10 Batch 256/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8200, Loss: 0.2417 Epoch 10 Batch 257/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.8146, Loss: 0.2074 Epoch 10 Batch 258/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8189, Loss: 0.1901 Epoch 10 Batch 259/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8104, Loss: 0.2040 Epoch 10 Batch 260/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8129, Loss: 0.1937 Epoch 10 Batch 261/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8239, Loss: 0.2028 Epoch 10 Batch 262/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8271, Loss: 0.1981 Epoch 10 Batch 263/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8246, Loss: 0.2002 Epoch 10 Batch 264/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8263, Loss: 0.2200 Epoch 10 Batch 265/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.8263, Loss: 0.2042 Epoch 10 Batch 266/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.8313, Loss: 0.2132 Epoch 10 Batch 267/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8249, Loss: 0.1894 Epoch 10 Batch 268/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8185, Loss: 0.2179 Epoch 10 Batch 269/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.8217, Loss: 0.2160 Epoch 10 Batch 270/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8263, Loss: 0.2188 Epoch 10 Batch 271/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8040, Loss: 0.1911 Epoch 10 Batch 272/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.8079, Loss: 0.2443 Epoch 10 Batch 273/1077 - Train Accuracy: 0.8415, Validation Accuracy: 0.8136, Loss: 0.2032 Epoch 10 Batch 274/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8278, Loss: 0.2117 Epoch 10 Batch 275/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8359, Loss: 0.1959 Epoch 10 Batch 276/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.8359, Loss: 0.2349 Epoch 10 Batch 277/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8335, Loss: 0.1880 Epoch 10 Batch 278/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.8278, Loss: 0.2295 Epoch 10 Batch 279/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8210, Loss: 0.2380 Epoch 10 Batch 280/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8285, Loss: 0.2150 Epoch 10 Batch 281/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8331, Loss: 0.2156 Epoch 10 Batch 282/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8306, Loss: 0.2301 Epoch 10 Batch 283/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8274, Loss: 0.2066 Epoch 10 Batch 284/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8303, Loss: 0.2240 Epoch 10 Batch 285/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8239, Loss: 0.1917 Epoch 10 Batch 286/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8303, Loss: 0.1948 Epoch 10 Batch 287/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8342, Loss: 0.2089 Epoch 10 Batch 288/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8345, Loss: 0.2270 Epoch 10 Batch 289/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8395, Loss: 0.2081 Epoch 10 Batch 290/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8388, Loss: 0.2242 Epoch 10 Batch 291/1077 - Train Accuracy: 0.8158, Validation Accuracy: 0.8381, Loss: 0.2116 Epoch 10 Batch 292/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8402, Loss: 0.2096 Epoch 10 Batch 293/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.8430, Loss: 0.2287 Epoch 10 Batch 294/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8427, Loss: 0.1965 Epoch 10 Batch 295/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8409, Loss: 0.2186 Epoch 10 Batch 296/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8381, Loss: 0.1940 Epoch 10 Batch 297/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.8249, Loss: 0.2177 Epoch 10 Batch 298/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.8274, Loss: 0.2245 Epoch 10 Batch 299/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8370, Loss: 0.2013 Epoch 10 Batch 300/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8370, Loss: 0.1921 Epoch 10 Batch 301/1077 - Train Accuracy: 0.8082, Validation Accuracy: 0.8310, Loss: 0.2081 Epoch 10 Batch 302/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8327, Loss: 0.2004 Epoch 10 Batch 303/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8342, Loss: 0.2164 Epoch 10 Batch 304/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8391, Loss: 0.1945 Epoch 10 Batch 305/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8146, Loss: 0.2054 Epoch 10 Batch 306/1077 - Train Accuracy: 0.8583, Validation Accuracy: 0.8256, Loss: 0.2117 Epoch 10 Batch 307/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8338, Loss: 0.2115 Epoch 10 Batch 308/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8395, Loss: 0.2204 Epoch 10 Batch 309/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8263, Loss: 0.1858 Epoch 10 Batch 310/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8292, Loss: 0.2119 Epoch 10 Batch 311/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8217, Loss: 0.1959 Epoch 10 Batch 312/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.8342, Loss: 0.2354 Epoch 10 Batch 313/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8271, Loss: 0.1869 Epoch 10 Batch 314/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8267, Loss: 0.2084 Epoch 10 Batch 315/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8310, Loss: 0.1813 Epoch 10 Batch 316/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8349, Loss: 0.1951 Epoch 10 Batch 317/1077 - Train Accuracy: 0.8409, Validation Accuracy: 0.8338, Loss: 0.2274 Epoch 10 Batch 318/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8377, Loss: 0.2134 Epoch 10 Batch 319/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.8342, Loss: 0.2282 Epoch 10 Batch 320/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8327, Loss: 0.2252 Epoch 10 Batch 321/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8352, Loss: 0.2098 Epoch 10 Batch 322/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8232, Loss: 0.1973 Epoch 10 Batch 323/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8125, Loss: 0.2062 Epoch 10 Batch 324/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.8196, Loss: 0.2032 Epoch 10 Batch 325/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8352, Loss: 0.1993 Epoch 10 Batch 326/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8398, Loss: 0.1938 Epoch 10 Batch 327/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8434, Loss: 0.2315 Epoch 10 Batch 328/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8438, Loss: 0.2179 Epoch 10 Batch 329/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.8416, Loss: 0.2223 Epoch 10 Batch 330/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8352, Loss: 0.2036 Epoch 10 Batch 331/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8285, Loss: 0.2067 Epoch 10 Batch 332/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8118, Loss: 0.1762 Epoch 10 Batch 333/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8146, Loss: 0.1987 Epoch 10 Batch 334/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8281, Loss: 0.1990 Epoch 10 Batch 335/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8352, Loss: 0.1952 Epoch 10 Batch 336/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8342, Loss: 0.2266 Epoch 10 Batch 337/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8303, Loss: 0.2254 Epoch 10 Batch 338/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8288, Loss: 0.2300 Epoch 10 Batch 339/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8189, Loss: 0.1933 Epoch 10 Batch 340/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8125, Loss: 0.2018 Epoch 10 Batch 341/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8047, Loss: 0.2418 Epoch 10 Batch 342/1077 - Train Accuracy: 0.7991, Validation Accuracy: 0.8097, Loss: 0.1987 Epoch 10 Batch 343/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.8114, Loss: 0.2104 Epoch 10 Batch 344/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8100, Loss: 0.2029 Epoch 10 Batch 345/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8050, Loss: 0.1984 Epoch 10 Batch 346/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8178, Loss: 0.2084 Epoch 10 Batch 347/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8161, Loss: 0.1826 Epoch 10 Batch 348/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8214, Loss: 0.2039 Epoch 10 Batch 349/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8203, Loss: 0.1916 Epoch 10 Batch 350/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8200, Loss: 0.2126 Epoch 10 Batch 351/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8224, Loss: 0.2177 Epoch 10 Batch 352/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8082, Loss: 0.2086 Epoch 10 Batch 353/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8079, Loss: 0.2283 Epoch 10 Batch 354/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8121, Loss: 0.2229 Epoch 10 Batch 355/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8125, Loss: 0.2028 Epoch 10 Batch 356/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8200, Loss: 0.2088 Epoch 10 Batch 357/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8150, Loss: 0.1962 Epoch 10 Batch 358/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.8200, Loss: 0.2237 Epoch 10 Batch 359/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8192, Loss: 0.2027 Epoch 10 Batch 360/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8132, Loss: 0.1956 Epoch 10 Batch 361/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8175, Loss: 0.2105 Epoch 10 Batch 362/1077 - Train Accuracy: 0.8341, Validation Accuracy: 0.8132, Loss: 0.2001 Epoch 10 Batch 363/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8118, Loss: 0.2152 Epoch 10 Batch 364/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.8107, Loss: 0.2174 Epoch 10 Batch 365/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8093, Loss: 0.1933 Epoch 10 Batch 366/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8072, Loss: 0.1960 Epoch 10 Batch 367/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8114, Loss: 0.1715 Epoch 10 Batch 368/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8079, Loss: 0.2128 Epoch 10 Batch 369/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8182, Loss: 0.1987 Epoch 10 Batch 370/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.8242, Loss: 0.1930 Epoch 10 Batch 371/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8224, Loss: 0.1927 Epoch 10 Batch 372/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8232, Loss: 0.1921 Epoch 10 Batch 373/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8178, Loss: 0.1884 Epoch 10 Batch 374/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8210, Loss: 0.2201 Epoch 10 Batch 375/1077 - Train Accuracy: 0.8736, Validation Accuracy: 0.8239, Loss: 0.1956 Epoch 10 Batch 376/1077 - Train Accuracy: 0.8303, Validation Accuracy: 0.8338, Loss: 0.1964 Epoch 10 Batch 377/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8249, Loss: 0.2119 Epoch 10 Batch 378/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8263, Loss: 0.1843 Epoch 10 Batch 379/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8295, Loss: 0.2157 Epoch 10 Batch 380/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8196, Loss: 0.1960 Epoch 10 Batch 381/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8306, Loss: 0.2184 Epoch 10 Batch 382/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.8196, Loss: 0.2245 Epoch 10 Batch 383/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.8185, Loss: 0.2089 Epoch 10 Batch 384/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8228, Loss: 0.1981 Epoch 10 Batch 385/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8249, Loss: 0.2042 Epoch 10 Batch 386/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8253, Loss: 0.1987 Epoch 10 Batch 387/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8310, Loss: 0.1910 Epoch 10 Batch 388/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8239, Loss: 0.2189 Epoch 10 Batch 389/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8260, Loss: 0.1947 Epoch 10 Batch 390/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8352, Loss: 0.2301 Epoch 10 Batch 391/1077 - Train Accuracy: 0.8385, Validation Accuracy: 0.8356, Loss: 0.2032 Epoch 10 Batch 392/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8303, Loss: 0.1964 Epoch 10 Batch 393/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8292, Loss: 0.2066 Epoch 10 Batch 394/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8274, Loss: 0.2107 Epoch 10 Batch 395/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8281, Loss: 0.1934 Epoch 10 Batch 396/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8260, Loss: 0.2077 Epoch 10 Batch 397/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8228, Loss: 0.2027 Epoch 10 Batch 398/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8164, Loss: 0.2068 Epoch 10 Batch 399/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.8164, Loss: 0.2121 Epoch 10 Batch 400/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8121, Loss: 0.2122 Epoch 10 Batch 401/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8168, Loss: 0.2062 Epoch 10 Batch 402/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8164, Loss: 0.1918 Epoch 10 Batch 403/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.8249, Loss: 0.2126 Epoch 10 Batch 404/1077 - Train Accuracy: 0.8490, Validation Accuracy: 0.8303, Loss: 0.1940 Epoch 10 Batch 405/1077 - Train Accuracy: 0.8314, Validation Accuracy: 0.8359, Loss: 0.2188 Epoch 10 Batch 406/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8331, Loss: 0.1904 Epoch 10 Batch 407/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8320, Loss: 0.2164 Epoch 10 Batch 408/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8327, Loss: 0.2046 Epoch 10 Batch 409/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8317, Loss: 0.2133 Epoch 10 Batch 410/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8327, Loss: 0.2131 Epoch 10 Batch 411/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8388, Loss: 0.1978 Epoch 10 Batch 412/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8409, Loss: 0.1858 Epoch 10 Batch 413/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8274, Loss: 0.1953 Epoch 10 Batch 414/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.8324, Loss: 0.2138 Epoch 10 Batch 415/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8359, Loss: 0.2088 Epoch 10 Batch 416/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8406, Loss: 0.2032 Epoch 10 Batch 417/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8398, Loss: 0.2149 Epoch 10 Batch 418/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8352, Loss: 0.1991 Epoch 10 Batch 419/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8420, Loss: 0.2021 Epoch 10 Batch 420/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8406, Loss: 0.1916 Epoch 10 Batch 421/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8256, Loss: 0.2086 Epoch 10 Batch 422/1077 - Train Accuracy: 0.8092, Validation Accuracy: 0.8342, Loss: 0.1953 Epoch 10 Batch 423/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8299, Loss: 0.2070 Epoch 10 Batch 424/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8292, Loss: 0.2059 Epoch 10 Batch 425/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8391, Loss: 0.1928 Epoch 10 Batch 426/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8249, Loss: 0.2114 Epoch 10 Batch 427/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8185, Loss: 0.1891 Epoch 10 Batch 428/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8246, Loss: 0.1833 Epoch 10 Batch 429/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8370, Loss: 0.1975 Epoch 10 Batch 430/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8338, Loss: 0.1981 Epoch 10 Batch 431/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8455, Loss: 0.2001 Epoch 10 Batch 432/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8327, Loss: 0.1943 Epoch 10 Batch 433/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8271, Loss: 0.2133 Epoch 10 Batch 434/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8161, Loss: 0.2082 Epoch 10 Batch 435/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.8263, Loss: 0.2125 Epoch 10 Batch 436/1077 - Train Accuracy: 0.8486, Validation Accuracy: 0.8331, Loss: 0.1959 Epoch 10 Batch 437/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8267, Loss: 0.2095 Epoch 10 Batch 438/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8210, Loss: 0.2054 Epoch 10 Batch 439/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8281, Loss: 0.2189 Epoch 10 Batch 440/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8246, Loss: 0.2201 Epoch 10 Batch 441/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8086, Loss: 0.1925 Epoch 10 Batch 442/1077 - Train Accuracy: 0.8467, Validation Accuracy: 0.8065, Loss: 0.1970 Epoch 10 Batch 443/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.8075, Loss: 0.1956 Epoch 10 Batch 444/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8114, Loss: 0.1958 Epoch 10 Batch 445/1077 - Train Accuracy: 0.7998, Validation Accuracy: 0.8189, Loss: 0.2086 Epoch 10 Batch 446/1077 - Train Accuracy: 0.8534, Validation Accuracy: 0.8253, Loss: 0.1844 Epoch 10 Batch 447/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8157, Loss: 0.2098 Epoch 10 Batch 448/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.8097, Loss: 0.2074 Epoch 10 Batch 449/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8079, Loss: 0.2279 Epoch 10 Batch 450/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8075, Loss: 0.1969 Epoch 10 Batch 451/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8050, Loss: 0.1790 Epoch 10 Batch 452/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8146, Loss: 0.2041 Epoch 10 Batch 453/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8224, Loss: 0.1991 Epoch 10 Batch 454/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8239, Loss: 0.2241 Epoch 10 Batch 455/1077 - Train Accuracy: 0.8200, Validation Accuracy: 0.8192, Loss: 0.1883 Epoch 10 Batch 456/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8200, Loss: 0.2031 Epoch 10 Batch 457/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8143, Loss: 0.1872 Epoch 10 Batch 458/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.8189, Loss: 0.2089 Epoch 10 Batch 459/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8189, Loss: 0.1876 Epoch 10 Batch 460/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8121, Loss: 0.2107 Epoch 10 Batch 461/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8239, Loss: 0.1999 Epoch 10 Batch 462/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8256, Loss: 0.2023 Epoch 10 Batch 463/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8235, Loss: 0.2045 Epoch 10 Batch 464/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8263, Loss: 0.1957 Epoch 10 Batch 465/1077 - Train Accuracy: 0.8092, Validation Accuracy: 0.8377, Loss: 0.2479 Epoch 10 Batch 466/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8359, Loss: 0.1968 Epoch 10 Batch 467/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8345, Loss: 0.2031 Epoch 10 Batch 468/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8406, Loss: 0.1978 Epoch 10 Batch 469/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8359, Loss: 0.2120 Epoch 10 Batch 470/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8171, Loss: 0.2163 Epoch 10 Batch 471/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8164, Loss: 0.1958 Epoch 10 Batch 472/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8313, Loss: 0.1846 Epoch 10 Batch 473/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8406, Loss: 0.2041 Epoch 10 Batch 474/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8434, Loss: 0.2149 Epoch 10 Batch 475/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8434, Loss: 0.2004 Epoch 10 Batch 476/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8377, Loss: 0.1878 Epoch 10 Batch 477/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8317, Loss: 0.1953 Epoch 10 Batch 478/1077 - Train Accuracy: 0.8392, Validation Accuracy: 0.8445, Loss: 0.2148 Epoch 10 Batch 479/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8523, Loss: 0.2180 Epoch 10 Batch 480/1077 - Train Accuracy: 0.8417, Validation Accuracy: 0.8416, Loss: 0.1922 Epoch 10 Batch 481/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8406, Loss: 0.1991 Epoch 10 Batch 482/1077 - Train Accuracy: 0.8372, Validation Accuracy: 0.8271, Loss: 0.2230 Epoch 10 Batch 483/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8303, Loss: 0.2220 Epoch 10 Batch 484/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8335, Loss: 0.1993 Epoch 10 Batch 485/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8352, Loss: 0.2103 Epoch 10 Batch 486/1077 - Train Accuracy: 0.8536, Validation Accuracy: 0.8320, Loss: 0.1943 Epoch 10 Batch 487/1077 - Train Accuracy: 0.8429, Validation Accuracy: 0.8281, Loss: 0.2037 Epoch 10 Batch 488/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8317, Loss: 0.1935 Epoch 10 Batch 489/1077 - Train Accuracy: 0.8486, Validation Accuracy: 0.8192, Loss: 0.1817 Epoch 10 Batch 490/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8249, Loss: 0.2099 Epoch 10 Batch 491/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8249, Loss: 0.2054 Epoch 10 Batch 492/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8249, Loss: 0.2088 Epoch 10 Batch 493/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8292, Loss: 0.1838 Epoch 10 Batch 494/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8256, Loss: 0.1930 Epoch 10 Batch 495/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8313, Loss: 0.1866 Epoch 10 Batch 496/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8263, Loss: 0.1986 Epoch 10 Batch 497/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8249, Loss: 0.2149 Epoch 10 Batch 498/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8281, Loss: 0.1938 Epoch 10 Batch 499/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8249, Loss: 0.1928 Epoch 10 Batch 500/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8253, Loss: 0.1894 Epoch 10 Batch 501/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8278, Loss: 0.2003 Epoch 10 Batch 502/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8260, Loss: 0.1984 Epoch 10 Batch 503/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8143, Loss: 0.1889 Epoch 10 Batch 504/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8139, Loss: 0.2055 Epoch 10 Batch 505/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8157, Loss: 0.1784 Epoch 10 Batch 506/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8274, Loss: 0.1998 Epoch 10 Batch 507/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.8288, Loss: 0.1932 Epoch 10 Batch 508/1077 - Train Accuracy: 0.8452, Validation Accuracy: 0.8196, Loss: 0.1999 Epoch 10 Batch 509/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8121, Loss: 0.2164 Epoch 10 Batch 510/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8114, Loss: 0.1942 Epoch 10 Batch 511/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8182, Loss: 0.2050 Epoch 10 Batch 512/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8132, Loss: 0.1937 Epoch 10 Batch 513/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8303, Loss: 0.1998 Epoch 10 Batch 514/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8331, Loss: 0.2008 Epoch 10 Batch 515/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8359, Loss: 0.2192 Epoch 10 Batch 516/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8288, Loss: 0.1763 Epoch 10 Batch 517/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8303, Loss: 0.2086 Epoch 10 Batch 518/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8313, Loss: 0.1800 Epoch 10 Batch 519/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8430, Loss: 0.1919 Epoch 10 Batch 520/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8370, Loss: 0.1766 Epoch 10 Batch 521/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8377, Loss: 0.1951 Epoch 10 Batch 522/1077 - Train Accuracy: 0.7621, Validation Accuracy: 0.8441, Loss: 0.2260 Epoch 10 Batch 523/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8342, Loss: 0.2040 Epoch 10 Batch 524/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8192, Loss: 0.2070 Epoch 10 Batch 525/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8185, Loss: 0.1951 Epoch 10 Batch 526/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8214, Loss: 0.1914 Epoch 10 Batch 527/1077 - Train Accuracy: 0.8178, Validation Accuracy: 0.8306, Loss: 0.2001 Epoch 10 Batch 528/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8200, Loss: 0.1971 Epoch 10 Batch 529/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8182, Loss: 0.1914 Epoch 10 Batch 530/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8260, Loss: 0.2063 Epoch 10 Batch 531/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8246, Loss: 0.1971 Epoch 10 Batch 532/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.8256, Loss: 0.2305 Epoch 10 Batch 533/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8267, Loss: 0.2065 Epoch 10 Batch 534/1077 - Train Accuracy: 0.8218, Validation Accuracy: 0.8274, Loss: 0.2082 Epoch 10 Batch 535/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8285, Loss: 0.1950 Epoch 10 Batch 536/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8239, Loss: 0.1988 Epoch 10 Batch 537/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8210, Loss: 0.2097 Epoch 10 Batch 538/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8249, Loss: 0.1814 Epoch 10 Batch 539/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8242, Loss: 0.2094 Epoch 10 Batch 540/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8324, Loss: 0.1828 Epoch 10 Batch 541/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8331, Loss: 0.2032 Epoch 10 Batch 542/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8299, Loss: 0.1897 Epoch 10 Batch 543/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8377, Loss: 0.1963 Epoch 10 Batch 544/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8271, Loss: 0.1944 Epoch 10 Batch 545/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8345, Loss: 0.2204 Epoch 10 Batch 546/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8374, Loss: 0.2077 Epoch 10 Batch 547/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8363, Loss: 0.1885 Epoch 10 Batch 548/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8381, Loss: 0.2008 Epoch 10 Batch 549/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8363, Loss: 0.2127 Epoch 10 Batch 550/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.8320, Loss: 0.2059 Epoch 10 Batch 551/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8285, Loss: 0.2076 Epoch 10 Batch 552/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8253, Loss: 0.2049 Epoch 10 Batch 553/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8203, Loss: 0.2045 Epoch 10 Batch 554/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8249, Loss: 0.2049 Epoch 10 Batch 555/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8242, Loss: 0.1944 Epoch 10 Batch 556/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8161, Loss: 0.1952 Epoch 10 Batch 557/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8068, Loss: 0.1886 Epoch 10 Batch 558/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8111, Loss: 0.1896 Epoch 10 Batch 559/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8129, Loss: 0.1982 Epoch 10 Batch 560/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8274, Loss: 0.1830 Epoch 10 Batch 561/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8310, Loss: 0.1897 Epoch 10 Batch 562/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8260, Loss: 0.1789 Epoch 10 Batch 563/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8228, Loss: 0.2117 Epoch 10 Batch 564/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8157, Loss: 0.2233 Epoch 10 Batch 565/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.8242, Loss: 0.2096 Epoch 10 Batch 566/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8260, Loss: 0.2181 Epoch 10 Batch 567/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8246, Loss: 0.1914 Epoch 10 Batch 568/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8320, Loss: 0.1891 Epoch 10 Batch 569/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8359, Loss: 0.2046 Epoch 10 Batch 570/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.8391, Loss: 0.2062 Epoch 10 Batch 571/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8288, Loss: 0.1899 Epoch 10 Batch 572/1077 - Train Accuracy: 0.8419, Validation Accuracy: 0.8313, Loss: 0.1797 Epoch 10 Batch 573/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8278, Loss: 0.2183 Epoch 10 Batch 574/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8359, Loss: 0.2010 Epoch 10 Batch 575/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8359, Loss: 0.1934 Epoch 10 Batch 576/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.8356, Loss: 0.1958 Epoch 10 Batch 577/1077 - Train Accuracy: 0.8396, Validation Accuracy: 0.8374, Loss: 0.2015 Epoch 10 Batch 578/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8413, Loss: 0.1981 Epoch 10 Batch 579/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8217, Loss: 0.1936 Epoch 10 Batch 580/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8310, Loss: 0.1850 Epoch 10 Batch 581/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8391, Loss: 0.1897 Epoch 10 Batch 582/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8477, Loss: 0.1895 Epoch 10 Batch 583/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8438, Loss: 0.2166 Epoch 10 Batch 584/1077 - Train Accuracy: 0.8196, Validation Accuracy: 0.8438, Loss: 0.2038 Epoch 10 Batch 585/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8285, Loss: 0.1793 Epoch 10 Batch 586/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8345, Loss: 0.1996 Epoch 10 Batch 587/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8207, Loss: 0.1937 Epoch 10 Batch 588/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8278, Loss: 0.1897 Epoch 10 Batch 589/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8398, Loss: 0.1976 Epoch 10 Batch 590/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8313, Loss: 0.2182 Epoch 10 Batch 591/1077 - Train Accuracy: 0.8494, Validation Accuracy: 0.8295, Loss: 0.1811 Epoch 10 Batch 592/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8253, Loss: 0.1983 Epoch 10 Batch 593/1077 - Train Accuracy: 0.8374, Validation Accuracy: 0.8253, Loss: 0.2065 Epoch 10 Batch 594/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8146, Loss: 0.2137 Epoch 10 Batch 595/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8168, Loss: 0.1993 Epoch 10 Batch 596/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8260, Loss: 0.2045 Epoch 10 Batch 597/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8377, Loss: 0.2009 Epoch 10 Batch 598/1077 - Train Accuracy: 0.8292, Validation Accuracy: 0.8530, Loss: 0.1914 Epoch 10 Batch 599/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8477, Loss: 0.2262 Epoch 10 Batch 600/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8509, Loss: 0.1888 Epoch 10 Batch 601/1077 - Train Accuracy: 0.8467, Validation Accuracy: 0.8395, Loss: 0.1953 Epoch 10 Batch 602/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8256, Loss: 0.2026 Epoch 10 Batch 603/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8203, Loss: 0.1952 Epoch 10 Batch 604/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8189, Loss: 0.2182 Epoch 10 Batch 605/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8221, Loss: 0.2114 Epoch 10 Batch 606/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8363, Loss: 0.1817 Epoch 10 Batch 607/1077 - Train Accuracy: 0.8548, Validation Accuracy: 0.8366, Loss: 0.1907 Epoch 10 Batch 608/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8395, Loss: 0.2088 Epoch 10 Batch 609/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8331, Loss: 0.2067 Epoch 10 Batch 610/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.8295, Loss: 0.2045 Epoch 10 Batch 611/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8192, Loss: 0.2131 Epoch 10 Batch 612/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8232, Loss: 0.1861 Epoch 10 Batch 613/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8239, Loss: 0.2145 Epoch 10 Batch 614/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8526, Loss: 0.1925 Epoch 10 Batch 615/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8473, Loss: 0.1919 Epoch 10 Batch 616/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8402, Loss: 0.2102 Epoch 10 Batch 617/1077 - Train Accuracy: 0.8255, Validation Accuracy: 0.8434, Loss: 0.1879 Epoch 10 Batch 618/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8359, Loss: 0.2108 Epoch 10 Batch 619/1077 - Train Accuracy: 0.8265, Validation Accuracy: 0.8313, Loss: 0.1972 Epoch 10 Batch 620/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8303, Loss: 0.1875 Epoch 10 Batch 621/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8310, Loss: 0.1980 Epoch 10 Batch 622/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8317, Loss: 0.2121 Epoch 10 Batch 623/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8416, Loss: 0.2073 Epoch 10 Batch 624/1077 - Train Accuracy: 0.8579, Validation Accuracy: 0.8438, Loss: 0.1851 Epoch 10 Batch 625/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8462, Loss: 0.1891 Epoch 10 Batch 626/1077 - Train Accuracy: 0.8345, Validation Accuracy: 0.8352, Loss: 0.1760 Epoch 10 Batch 627/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8303, Loss: 0.1888 Epoch 10 Batch 628/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8274, Loss: 0.2027 Epoch 10 Batch 629/1077 - Train Accuracy: 0.8252, Validation Accuracy: 0.8349, Loss: 0.2023 Epoch 10 Batch 630/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8363, Loss: 0.1912 Epoch 10 Batch 631/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.8395, Loss: 0.1819 Epoch 10 Batch 632/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8423, Loss: 0.1999 Epoch 10 Batch 633/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8391, Loss: 0.2038 Epoch 10 Batch 634/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.8331, Loss: 0.1801 Epoch 10 Batch 635/1077 - Train Accuracy: 0.8405, Validation Accuracy: 0.8359, Loss: 0.2164 Epoch 10 Batch 636/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8292, Loss: 0.1958 Epoch 10 Batch 637/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8274, Loss: 0.2021 Epoch 10 Batch 638/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8317, Loss: 0.1820 Epoch 10 Batch 639/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8320, Loss: 0.1969 Epoch 10 Batch 640/1077 - Train Accuracy: 0.8025, Validation Accuracy: 0.8388, Loss: 0.1970 Epoch 10 Batch 641/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8366, Loss: 0.1896 Epoch 10 Batch 642/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8356, Loss: 0.1915 Epoch 10 Batch 643/1077 - Train Accuracy: 0.8624, Validation Accuracy: 0.8288, Loss: 0.1736 Epoch 10 Batch 644/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8327, Loss: 0.1895 Epoch 10 Batch 645/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8331, Loss: 0.1897 Epoch 10 Batch 646/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8359, Loss: 0.1953 Epoch 10 Batch 647/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8381, Loss: 0.2023 Epoch 10 Batch 648/1077 - Train Accuracy: 0.8471, Validation Accuracy: 0.8466, Loss: 0.1892 Epoch 10 Batch 649/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8562, Loss: 0.1917 Epoch 10 Batch 650/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8455, Loss: 0.2047 Epoch 10 Batch 651/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8402, Loss: 0.1868 Epoch 10 Batch 652/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8427, Loss: 0.2079 Epoch 10 Batch 653/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8359, Loss: 0.2081 Epoch 10 Batch 654/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8281, Loss: 0.1877 Epoch 10 Batch 655/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8278, Loss: 0.2085 Epoch 10 Batch 656/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8381, Loss: 0.2009 Epoch 10 Batch 657/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8288, Loss: 0.2129 Epoch 10 Batch 658/1077 - Train Accuracy: 0.8218, Validation Accuracy: 0.8232, Loss: 0.1856 Epoch 10 Batch 659/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8232, Loss: 0.2045 Epoch 10 Batch 660/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8235, Loss: 0.1952 Epoch 10 Batch 661/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8200, Loss: 0.1902 Epoch 10 Batch 662/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8242, Loss: 0.1814 Epoch 10 Batch 663/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8345, Loss: 0.1723 Epoch 10 Batch 664/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8303, Loss: 0.1894 Epoch 10 Batch 665/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8285, Loss: 0.1922 Epoch 10 Batch 666/1077 - Train Accuracy: 0.8392, Validation Accuracy: 0.8263, Loss: 0.2021 Epoch 10 Batch 667/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.8242, Loss: 0.2181 Epoch 10 Batch 668/1077 - Train Accuracy: 0.8356, Validation Accuracy: 0.8253, Loss: 0.1855 Epoch 10 Batch 669/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8242, Loss: 0.1893 Epoch 10 Batch 670/1077 - Train Accuracy: 0.8558, Validation Accuracy: 0.8395, Loss: 0.1848 Epoch 10 Batch 671/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8253, Loss: 0.2132 Epoch 10 Batch 672/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8288, Loss: 0.1835 Epoch 10 Batch 673/1077 - Train Accuracy: 0.8296, Validation Accuracy: 0.8324, Loss: 0.1823 Epoch 10 Batch 674/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8338, Loss: 0.1919 Epoch 10 Batch 675/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.8384, Loss: 0.2027 Epoch 10 Batch 676/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8370, Loss: 0.2007 Epoch 10 Batch 677/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8388, Loss: 0.2043 Epoch 10 Batch 678/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8317, Loss: 0.1824 Epoch 10 Batch 679/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8374, Loss: 0.2064 Epoch 10 Batch 680/1077 - Train Accuracy: 0.8315, Validation Accuracy: 0.8335, Loss: 0.2038 Epoch 10 Batch 681/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8306, Loss: 0.1975 Epoch 10 Batch 682/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8335, Loss: 0.2020 Epoch 10 Batch 683/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8281, Loss: 0.1854 Epoch 10 Batch 684/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8267, Loss: 0.1832 Epoch 10 Batch 685/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.8292, Loss: 0.2037 Epoch 10 Batch 686/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8295, Loss: 0.1808 Epoch 10 Batch 687/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8320, Loss: 0.2042 Epoch 10 Batch 688/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8345, Loss: 0.1850 Epoch 10 Batch 689/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8317, Loss: 0.1846 Epoch 10 Batch 690/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8406, Loss: 0.1934 Epoch 10 Batch 691/1077 - Train Accuracy: 0.8470, Validation Accuracy: 0.8366, Loss: 0.2215 Epoch 10 Batch 692/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.8430, Loss: 0.1834 Epoch 10 Batch 693/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.8285, Loss: 0.2367 Epoch 10 Batch 694/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8310, Loss: 0.1884 Epoch 10 Batch 695/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8441, Loss: 0.1816 Epoch 10 Batch 696/1077 - Train Accuracy: 0.8072, Validation Accuracy: 0.8413, Loss: 0.2134 Epoch 10 Batch 697/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8466, Loss: 0.1874 Epoch 10 Batch 698/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.8448, Loss: 0.1807 Epoch 10 Batch 699/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8434, Loss: 0.1942 Epoch 10 Batch 700/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8335, Loss: 0.1801 Epoch 10 Batch 701/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8402, Loss: 0.2019 Epoch 10 Batch 702/1077 - Train Accuracy: 0.8780, Validation Accuracy: 0.8420, Loss: 0.1979 Epoch 10 Batch 703/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8519, Loss: 0.1983 Epoch 10 Batch 704/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8462, Loss: 0.2101 Epoch 10 Batch 705/1077 - Train Accuracy: 0.8544, Validation Accuracy: 0.8480, Loss: 0.2147 Epoch 10 Batch 706/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.8523, Loss: 0.2111 Epoch 10 Batch 707/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8423, Loss: 0.1963 Epoch 10 Batch 708/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8267, Loss: 0.1995 Epoch 10 Batch 709/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8189, Loss: 0.2219 Epoch 10 Batch 710/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8207, Loss: 0.2009 Epoch 10 Batch 711/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8441, Loss: 0.2205 Epoch 10 Batch 712/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8498, Loss: 0.1849 Epoch 10 Batch 713/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.8345, Loss: 0.1897 Epoch 10 Batch 714/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8232, Loss: 0.2098 Epoch 10 Batch 715/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8246, Loss: 0.2108 Epoch 10 Batch 716/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8224, Loss: 0.1732 Epoch 10 Batch 717/1077 - Train Accuracy: 0.8569, Validation Accuracy: 0.8274, Loss: 0.1890 Epoch 10 Batch 718/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8288, Loss: 0.2118 Epoch 10 Batch 719/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8349, Loss: 0.1949 Epoch 10 Batch 720/1077 - Train Accuracy: 0.8265, Validation Accuracy: 0.8285, Loss: 0.2076 Epoch 10 Batch 721/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8267, Loss: 0.2118 Epoch 10 Batch 722/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8445, Loss: 0.1926 Epoch 10 Batch 723/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8299, Loss: 0.1975 Epoch 10 Batch 724/1077 - Train Accuracy: 0.8536, Validation Accuracy: 0.8303, Loss: 0.2121 Epoch 10 Batch 725/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8335, Loss: 0.1835 Epoch 10 Batch 726/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8345, Loss: 0.1787 Epoch 10 Batch 727/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8281, Loss: 0.1835 Epoch 10 Batch 728/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8381, Loss: 0.2069 Epoch 10 Batch 729/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8366, Loss: 0.2127 Epoch 10 Batch 730/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8196, Loss: 0.2039 Epoch 10 Batch 731/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.8157, Loss: 0.1983 Epoch 10 Batch 732/1077 - Train Accuracy: 0.8092, Validation Accuracy: 0.8050, Loss: 0.2066 Epoch 10 Batch 733/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8111, Loss: 0.2046 Epoch 10 Batch 734/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8207, Loss: 0.2130 Epoch 10 Batch 735/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8288, Loss: 0.1940 Epoch 10 Batch 736/1077 - Train Accuracy: 0.8573, Validation Accuracy: 0.8235, Loss: 0.1911 Epoch 10 Batch 737/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8278, Loss: 0.2112 Epoch 10 Batch 738/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8224, Loss: 0.1709 Epoch 10 Batch 739/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8249, Loss: 0.1825 Epoch 10 Batch 740/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8271, Loss: 0.1795 Epoch 10 Batch 741/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.8345, Loss: 0.2020 Epoch 10 Batch 742/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8327, Loss: 0.1904 Epoch 10 Batch 743/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8313, Loss: 0.1988 Epoch 10 Batch 744/1077 - Train Accuracy: 0.8419, Validation Accuracy: 0.8295, Loss: 0.1771 Epoch 10 Batch 745/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8427, Loss: 0.1942 Epoch 10 Batch 746/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8356, Loss: 0.1827 Epoch 10 Batch 747/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8221, Loss: 0.1734 Epoch 10 Batch 748/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8352, Loss: 0.1848 Epoch 10 Batch 749/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8416, Loss: 0.1999 Epoch 10 Batch 750/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8438, Loss: 0.1901 Epoch 10 Batch 751/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8430, Loss: 0.1897 Epoch 10 Batch 752/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.8370, Loss: 0.1859 Epoch 10 Batch 753/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8388, Loss: 0.1819 Epoch 10 Batch 754/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8292, Loss: 0.2027 Epoch 10 Batch 755/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8356, Loss: 0.1938 Epoch 10 Batch 756/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8370, Loss: 0.1929 Epoch 10 Batch 757/1077 - Train Accuracy: 0.8433, Validation Accuracy: 0.8370, Loss: 0.2004 Epoch 10 Batch 758/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8384, Loss: 0.1688 Epoch 10 Batch 759/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8402, Loss: 0.1741 Epoch 10 Batch 760/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8352, Loss: 0.2034 Epoch 10 Batch 761/1077 - Train Accuracy: 0.8236, Validation Accuracy: 0.8324, Loss: 0.2055 Epoch 10 Batch 762/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8214, Loss: 0.1694 Epoch 10 Batch 763/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.8175, Loss: 0.1851 Epoch 10 Batch 764/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8295, Loss: 0.1888 Epoch 10 Batch 765/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8274, Loss: 0.1922 Epoch 10 Batch 766/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8349, Loss: 0.2014 Epoch 10 Batch 767/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8366, Loss: 0.1955 Epoch 10 Batch 768/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8295, Loss: 0.1958 Epoch 10 Batch 769/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8320, Loss: 0.1898 Epoch 10 Batch 770/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.8288, Loss: 0.1836 Epoch 10 Batch 771/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8327, Loss: 0.1907 Epoch 10 Batch 772/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8327, Loss: 0.1845 Epoch 10 Batch 773/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8452, Loss: 0.1809 Epoch 10 Batch 774/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8331, Loss: 0.2054 Epoch 10 Batch 775/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8342, Loss: 0.1885 Epoch 10 Batch 776/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8402, Loss: 0.1938 Epoch 10 Batch 777/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8427, Loss: 0.1926 Epoch 10 Batch 778/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8256, Loss: 0.1816 Epoch 10 Batch 779/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8317, Loss: 0.1887 Epoch 10 Batch 780/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8402, Loss: 0.2101 Epoch 10 Batch 781/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.8459, Loss: 0.1742 Epoch 10 Batch 782/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8338, Loss: 0.1814 Epoch 10 Batch 783/1077 - Train Accuracy: 0.8278, Validation Accuracy: 0.8398, Loss: 0.2009 Epoch 10 Batch 784/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8335, Loss: 0.1811 Epoch 10 Batch 785/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8235, Loss: 0.1792 Epoch 10 Batch 786/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8306, Loss: 0.1957 Epoch 10 Batch 787/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8317, Loss: 0.1728 Epoch 10 Batch 788/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8363, Loss: 0.1850 Epoch 10 Batch 789/1077 - Train Accuracy: 0.8298, Validation Accuracy: 0.8423, Loss: 0.1923 Epoch 10 Batch 790/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8338, Loss: 0.2076 Epoch 10 Batch 791/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8377, Loss: 0.2101 Epoch 10 Batch 792/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8324, Loss: 0.2000 Epoch 10 Batch 793/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8239, Loss: 0.1873 Epoch 10 Batch 794/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8214, Loss: 0.1827 Epoch 10 Batch 795/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8210, Loss: 0.2024 Epoch 10 Batch 796/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8161, Loss: 0.1932 Epoch 10 Batch 797/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8196, Loss: 0.1896 Epoch 10 Batch 798/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8299, Loss: 0.1885 Epoch 10 Batch 799/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.8441, Loss: 0.2212 Epoch 10 Batch 800/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8413, Loss: 0.1943 Epoch 10 Batch 801/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8416, Loss: 0.1923 Epoch 10 Batch 802/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8363, Loss: 0.1926 Epoch 10 Batch 803/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8413, Loss: 0.1937 Epoch 10 Batch 804/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8505, Loss: 0.1837 Epoch 10 Batch 805/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8509, Loss: 0.1926 Epoch 10 Batch 806/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8434, Loss: 0.1863 Epoch 10 Batch 807/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8466, Loss: 0.1695 Epoch 10 Batch 808/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8441, Loss: 0.2111 Epoch 10 Batch 809/1077 - Train Accuracy: 0.8257, Validation Accuracy: 0.8420, Loss: 0.2185 Epoch 10 Batch 810/1077 - Train Accuracy: 0.8419, Validation Accuracy: 0.8398, Loss: 0.1814 Epoch 10 Batch 811/1077 - Train Accuracy: 0.8575, Validation Accuracy: 0.8406, Loss: 0.1807 Epoch 10 Batch 812/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8359, Loss: 0.1968 Epoch 10 Batch 813/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8352, Loss: 0.1881 Epoch 10 Batch 814/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8377, Loss: 0.2020 Epoch 10 Batch 815/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8356, Loss: 0.1836 Epoch 10 Batch 816/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8448, Loss: 0.1969 Epoch 10 Batch 817/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8391, Loss: 0.2073 Epoch 10 Batch 818/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8285, Loss: 0.1927 Epoch 10 Batch 819/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8267, Loss: 0.1910 Epoch 10 Batch 820/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.8391, Loss: 0.2107 Epoch 10 Batch 821/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8427, Loss: 0.1784 Epoch 10 Batch 822/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8551, Loss: 0.1903 Epoch 10 Batch 823/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8494, Loss: 0.1867 Epoch 10 Batch 824/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8445, Loss: 0.1891 Epoch 10 Batch 825/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8324, Loss: 0.1865 Epoch 10 Batch 826/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8320, Loss: 0.1836 Epoch 10 Batch 827/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8416, Loss: 0.1907 Epoch 10 Batch 828/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8484, Loss: 0.1888 Epoch 10 Batch 829/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8569, Loss: 0.2089 Epoch 10 Batch 830/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8473, Loss: 0.1869 Epoch 10 Batch 831/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8484, Loss: 0.1924 Epoch 10 Batch 832/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8445, Loss: 0.1879 Epoch 10 Batch 833/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8388, Loss: 0.1873 Epoch 10 Batch 834/1077 - Train Accuracy: 0.8587, Validation Accuracy: 0.8356, Loss: 0.1923 Epoch 10 Batch 835/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8342, Loss: 0.1919 Epoch 10 Batch 836/1077 - Train Accuracy: 0.8507, Validation Accuracy: 0.8363, Loss: 0.1928 Epoch 10 Batch 837/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8395, Loss: 0.2019 Epoch 10 Batch 838/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8395, Loss: 0.1798 Epoch 10 Batch 839/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8317, Loss: 0.1778 Epoch 10 Batch 840/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8129, Loss: 0.1856 Epoch 10 Batch 841/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8232, Loss: 0.2003 Epoch 10 Batch 842/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8256, Loss: 0.1784 Epoch 10 Batch 843/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8342, Loss: 0.1738 Epoch 10 Batch 844/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.8438, Loss: 0.1881 Epoch 10 Batch 845/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8459, Loss: 0.1902 Epoch 10 Batch 846/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8416, Loss: 0.1941 Epoch 10 Batch 847/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8363, Loss: 0.1908 Epoch 10 Batch 848/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8285, Loss: 0.1912 Epoch 10 Batch 849/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8242, Loss: 0.1740 Epoch 10 Batch 850/1077 - Train Accuracy: 0.8225, Validation Accuracy: 0.8324, Loss: 0.2196 Epoch 10 Batch 851/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8388, Loss: 0.1901 Epoch 10 Batch 852/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8477, Loss: 0.2032 Epoch 10 Batch 853/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8519, Loss: 0.1808 Epoch 10 Batch 854/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8533, Loss: 0.2006 Epoch 10 Batch 855/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8523, Loss: 0.1991 Epoch 10 Batch 856/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8441, Loss: 0.1969 Epoch 10 Batch 857/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8377, Loss: 0.1855 Epoch 10 Batch 858/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8480, Loss: 0.1929 Epoch 10 Batch 859/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8484, Loss: 0.1943 Epoch 10 Batch 860/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8466, Loss: 0.1856 Epoch 10 Batch 861/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8423, Loss: 0.1929 Epoch 10 Batch 862/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8430, Loss: 0.1868 Epoch 10 Batch 863/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8469, Loss: 0.1729 Epoch 10 Batch 864/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8462, Loss: 0.1917 Epoch 10 Batch 865/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8445, Loss: 0.1748 Epoch 10 Batch 866/1077 - Train Accuracy: 0.8251, Validation Accuracy: 0.8469, Loss: 0.1905 Epoch 10 Batch 867/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8469, Loss: 0.2380 Epoch 10 Batch 868/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8501, Loss: 0.1844 Epoch 10 Batch 869/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8526, Loss: 0.1916 Epoch 10 Batch 870/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8544, Loss: 0.2013 Epoch 10 Batch 871/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8459, Loss: 0.1869 Epoch 10 Batch 872/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8445, Loss: 0.1797 Epoch 10 Batch 873/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8441, Loss: 0.1949 Epoch 10 Batch 874/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8391, Loss: 0.1923 Epoch 10 Batch 875/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8384, Loss: 0.1846 Epoch 10 Batch 876/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8427, Loss: 0.1869 Epoch 10 Batch 877/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8477, Loss: 0.1772 Epoch 10 Batch 878/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8491, Loss: 0.1815 Epoch 10 Batch 879/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8466, Loss: 0.1767 Epoch 10 Batch 880/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8455, Loss: 0.1939 Epoch 10 Batch 881/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8345, Loss: 0.1945 Epoch 10 Batch 882/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8239, Loss: 0.2159 Epoch 10 Batch 883/1077 - Train Accuracy: 0.8018, Validation Accuracy: 0.8391, Loss: 0.2301 Epoch 10 Batch 884/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8359, Loss: 0.1787 Epoch 10 Batch 885/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8366, Loss: 0.1595 Epoch 10 Batch 886/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8466, Loss: 0.1840 Epoch 10 Batch 887/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8455, Loss: 0.2048 Epoch 10 Batch 888/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8178, Loss: 0.1941 Epoch 10 Batch 889/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8118, Loss: 0.2069 Epoch 10 Batch 890/1077 - Train Accuracy: 0.8735, Validation Accuracy: 0.8214, Loss: 0.1878 Epoch 10 Batch 891/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8317, Loss: 0.1967 Epoch 10 Batch 892/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8423, Loss: 0.1782 Epoch 10 Batch 893/1077 - Train Accuracy: 0.8223, Validation Accuracy: 0.8402, Loss: 0.2023 Epoch 10 Batch 894/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8452, Loss: 0.1721 Epoch 10 Batch 895/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8324, Loss: 0.1979 Epoch 10 Batch 896/1077 - Train Accuracy: 0.8466, Validation Accuracy: 0.8313, Loss: 0.2045 Epoch 10 Batch 897/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8239, Loss: 0.1715 Epoch 10 Batch 898/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8381, Loss: 0.1704 Epoch 10 Batch 899/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8523, Loss: 0.1999 Epoch 10 Batch 900/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8498, Loss: 0.1890 Epoch 10 Batch 901/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8452, Loss: 0.2030 Epoch 10 Batch 902/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8455, Loss: 0.2049 Epoch 10 Batch 903/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8413, Loss: 0.1793 Epoch 10 Batch 904/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8406, Loss: 0.1794 Epoch 10 Batch 905/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8402, Loss: 0.1825 Epoch 10 Batch 906/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8395, Loss: 0.1671 Epoch 10 Batch 907/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8445, Loss: 0.1800 Epoch 10 Batch 908/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8434, Loss: 0.1989 Epoch 10 Batch 909/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8384, Loss: 0.1948 Epoch 10 Batch 910/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8438, Loss: 0.1842 Epoch 10 Batch 911/1077 - Train Accuracy: 0.8654, Validation Accuracy: 0.8469, Loss: 0.1951 Epoch 10 Batch 912/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8395, Loss: 0.1918 Epoch 10 Batch 913/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8303, Loss: 0.2026 Epoch 10 Batch 914/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8303, Loss: 0.1985 Epoch 10 Batch 915/1077 - Train Accuracy: 0.8269, Validation Accuracy: 0.8445, Loss: 0.2060 Epoch 10 Batch 916/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8455, Loss: 0.1885 Epoch 10 Batch 917/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8445, Loss: 0.1846 Epoch 10 Batch 918/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8427, Loss: 0.1709 Epoch 10 Batch 919/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8445, Loss: 0.1765 Epoch 10 Batch 920/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8438, Loss: 0.1925 Epoch 10 Batch 921/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8420, Loss: 0.1955 Epoch 10 Batch 922/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8384, Loss: 0.1816 Epoch 10 Batch 923/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8374, Loss: 0.1933 Epoch 10 Batch 924/1077 - Train Accuracy: 0.8573, Validation Accuracy: 0.8427, Loss: 0.2030 Epoch 10 Batch 925/1077 - Train Accuracy: 0.8490, Validation Accuracy: 0.8409, Loss: 0.1766 Epoch 10 Batch 926/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.8448, Loss: 0.1938 Epoch 10 Batch 927/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8516, Loss: 0.1902 Epoch 10 Batch 928/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8516, Loss: 0.1770 Epoch 10 Batch 929/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8509, Loss: 0.1921 Epoch 10 Batch 930/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8498, Loss: 0.1700 Epoch 10 Batch 931/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8352, Loss: 0.1955 Epoch 10 Batch 932/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.8381, Loss: 0.1968 Epoch 10 Batch 933/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8320, Loss: 0.1782 Epoch 10 Batch 934/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.8406, Loss: 0.1902 Epoch 10 Batch 935/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8370, Loss: 0.1981 Epoch 10 Batch 936/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8384, Loss: 0.1951 Epoch 10 Batch 937/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8395, Loss: 0.2034 Epoch 10 Batch 938/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8413, Loss: 0.1910 Epoch 10 Batch 939/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8359, Loss: 0.1899 Epoch 10 Batch 940/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8448, Loss: 0.1772 Epoch 10 Batch 941/1077 - Train Accuracy: 0.8486, Validation Accuracy: 0.8370, Loss: 0.1684 Epoch 10 Batch 942/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8391, Loss: 0.1989 Epoch 10 Batch 943/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8338, Loss: 0.1861 Epoch 10 Batch 944/1077 - Train Accuracy: 0.8188, Validation Accuracy: 0.8320, Loss: 0.1803 Epoch 10 Batch 945/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8345, Loss: 0.1748 Epoch 10 Batch 946/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8370, Loss: 0.1780 Epoch 10 Batch 947/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.8363, Loss: 0.2053 Epoch 10 Batch 948/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8452, Loss: 0.1798 Epoch 10 Batch 949/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8430, Loss: 0.1674 Epoch 10 Batch 950/1077 - Train Accuracy: 0.8813, Validation Accuracy: 0.8427, Loss: 0.1735 Epoch 10 Batch 951/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8356, Loss: 0.1881 Epoch 10 Batch 952/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8317, Loss: 0.1832 Epoch 10 Batch 953/1077 - Train Accuracy: 0.8857, Validation Accuracy: 0.8267, Loss: 0.1908 Epoch 10 Batch 954/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8345, Loss: 0.1983 Epoch 10 Batch 955/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8327, Loss: 0.1903 Epoch 10 Batch 956/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8310, Loss: 0.1830 Epoch 10 Batch 957/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8409, Loss: 0.1724 Epoch 10 Batch 958/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8402, Loss: 0.1971 Epoch 10 Batch 959/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8320, Loss: 0.1841 Epoch 10 Batch 960/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8391, Loss: 0.1877 Epoch 10 Batch 961/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8342, Loss: 0.1889 Epoch 10 Batch 962/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8349, Loss: 0.1767 Epoch 10 Batch 963/1077 - Train Accuracy: 0.8563, Validation Accuracy: 0.8398, Loss: 0.2209 Epoch 10 Batch 964/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8423, Loss: 0.1771 Epoch 10 Batch 965/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8359, Loss: 0.1965 Epoch 10 Batch 966/1077 - Train Accuracy: 0.8818, Validation Accuracy: 0.8430, Loss: 0.1633 Epoch 10 Batch 967/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8466, Loss: 0.1786 Epoch 10 Batch 968/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8487, Loss: 0.2070 Epoch 10 Batch 969/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8484, Loss: 0.1990 Epoch 10 Batch 970/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8388, Loss: 0.1979 Epoch 10 Batch 971/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8310, Loss: 0.1825 Epoch 10 Batch 972/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8288, Loss: 0.1843 Epoch 10 Batch 973/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8267, Loss: 0.1660 Epoch 10 Batch 974/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8303, Loss: 0.1898 Epoch 10 Batch 975/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8324, Loss: 0.1791 Epoch 10 Batch 976/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8388, Loss: 0.1766 Epoch 10 Batch 977/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8423, Loss: 0.1747 Epoch 10 Batch 978/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8370, Loss: 0.1844 Epoch 10 Batch 979/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8366, Loss: 0.1903 Epoch 10 Batch 980/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8445, Loss: 0.2028 Epoch 10 Batch 981/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8477, Loss: 0.1891 Epoch 10 Batch 982/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8494, Loss: 0.1862 Epoch 10 Batch 983/1077 - Train Accuracy: 0.8236, Validation Accuracy: 0.8491, Loss: 0.1969 Epoch 10 Batch 984/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.8501, Loss: 0.2011 Epoch 10 Batch 985/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8498, Loss: 0.1809 Epoch 10 Batch 986/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8484, Loss: 0.1810 Epoch 10 Batch 987/1077 - Train Accuracy: 0.8259, Validation Accuracy: 0.8544, Loss: 0.1745 Epoch 10 Batch 988/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8395, Loss: 0.1874 Epoch 10 Batch 989/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8391, Loss: 0.2095 Epoch 10 Batch 990/1077 - Train Accuracy: 0.8265, Validation Accuracy: 0.8505, Loss: 0.2048 Epoch 10 Batch 991/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8498, Loss: 0.1814 Epoch 10 Batch 992/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8381, Loss: 0.1901 Epoch 10 Batch 993/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8469, Loss: 0.1686 Epoch 10 Batch 994/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8494, Loss: 0.1770 Epoch 10 Batch 995/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8580, Loss: 0.1719 Epoch 10 Batch 996/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8406, Loss: 0.1888 Epoch 10 Batch 997/1077 - Train Accuracy: 0.8581, Validation Accuracy: 0.8445, Loss: 0.1902 Epoch 10 Batch 998/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8434, Loss: 0.1761 Epoch 10 Batch 999/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8402, Loss: 0.1945 Epoch 10 Batch 1000/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8480, Loss: 0.1773 Epoch 10 Batch 1001/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8477, Loss: 0.1680 Epoch 10 Batch 1002/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8519, Loss: 0.1725 Epoch 10 Batch 1003/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8558, Loss: 0.1762 Epoch 10 Batch 1004/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8612, Loss: 0.1882 Epoch 10 Batch 1005/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8509, Loss: 0.1895 Epoch 10 Batch 1006/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8427, Loss: 0.1737 Epoch 10 Batch 1007/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8232, Loss: 0.1646 Epoch 10 Batch 1008/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8349, Loss: 0.1923 Epoch 10 Batch 1009/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8445, Loss: 0.1607 Epoch 10 Batch 1010/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8452, Loss: 0.1886 Epoch 10 Batch 1011/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8455, Loss: 0.1849 Epoch 10 Batch 1012/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8384, Loss: 0.1593 Epoch 10 Batch 1013/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8377, Loss: 0.1715 Epoch 10 Batch 1014/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8395, Loss: 0.1838 Epoch 10 Batch 1015/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8398, Loss: 0.1995 Epoch 10 Batch 1016/1077 - Train Accuracy: 0.8077, Validation Accuracy: 0.8469, Loss: 0.2020 Epoch 10 Batch 1017/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8587, Loss: 0.1786 Epoch 10 Batch 1018/1077 - Train Accuracy: 0.8233, Validation Accuracy: 0.8555, Loss: 0.1843 Epoch 10 Batch 1019/1077 - Train Accuracy: 0.8479, Validation Accuracy: 0.8626, Loss: 0.2040 Epoch 10 Batch 1020/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8629, Loss: 0.1814 Epoch 10 Batch 1021/1077 - Train Accuracy: 0.8341, Validation Accuracy: 0.8565, Loss: 0.2034 Epoch 10 Batch 1022/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8509, Loss: 0.1727 Epoch 10 Batch 1023/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8430, Loss: 0.1763 Epoch 10 Batch 1024/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8445, Loss: 0.1935 Epoch 10 Batch 1025/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8533, Loss: 0.1831 Epoch 10 Batch 1026/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8565, Loss: 0.1727 Epoch 10 Batch 1027/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8505, Loss: 0.1874 Epoch 10 Batch 1028/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8498, Loss: 0.1968 Epoch 10 Batch 1029/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8480, Loss: 0.1706 Epoch 10 Batch 1030/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8434, Loss: 0.1861 Epoch 10 Batch 1031/1077 - Train Accuracy: 0.8503, Validation Accuracy: 0.8335, Loss: 0.2044 Epoch 10 Batch 1032/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8335, Loss: 0.1910 Epoch 10 Batch 1033/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8391, Loss: 0.1811 Epoch 10 Batch 1034/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8391, Loss: 0.1958 Epoch 10 Batch 1035/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8438, Loss: 0.1573 Epoch 10 Batch 1036/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8438, Loss: 0.2114 Epoch 10 Batch 1037/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8448, Loss: 0.1877 Epoch 10 Batch 1038/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8374, Loss: 0.1957 Epoch 10 Batch 1039/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8434, Loss: 0.1752 Epoch 10 Batch 1040/1077 - Train Accuracy: 0.8581, Validation Accuracy: 0.8381, Loss: 0.1844 Epoch 10 Batch 1041/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8349, Loss: 0.1940 Epoch 10 Batch 1042/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8519, Loss: 0.1825 Epoch 10 Batch 1043/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8612, Loss: 0.2080 Epoch 10 Batch 1044/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8509, Loss: 0.1877 Epoch 10 Batch 1045/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8512, Loss: 0.1919 Epoch 10 Batch 1046/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8452, Loss: 0.1650 Epoch 10 Batch 1047/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8484, Loss: 0.1765 Epoch 10 Batch 1048/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8540, Loss: 0.1891 Epoch 10 Batch 1049/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8501, Loss: 0.1871 Epoch 10 Batch 1050/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8526, Loss: 0.1855 Epoch 10 Batch 1051/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8565, Loss: 0.1781 Epoch 10 Batch 1052/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8516, Loss: 0.1737 Epoch 10 Batch 1053/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8398, Loss: 0.1786 Epoch 10 Batch 1054/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8466, Loss: 0.1733 Epoch 10 Batch 1055/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8157, Loss: 0.2190 Epoch 10 Batch 1056/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8207, Loss: 0.1887 Epoch 10 Batch 1057/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8466, Loss: 0.2073 Epoch 10 Batch 1058/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8448, Loss: 0.2134 Epoch 10 Batch 1059/1077 - Train Accuracy: 0.8318, Validation Accuracy: 0.8427, Loss: 0.2148 Epoch 10 Batch 1060/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8374, Loss: 0.1720 Epoch 10 Batch 1061/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8317, Loss: 0.2014 Epoch 10 Batch 1062/1077 - Train Accuracy: 0.8250, Validation Accuracy: 0.8178, Loss: 0.2028 Epoch 10 Batch 1063/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8438, Loss: 0.1927 Epoch 10 Batch 1064/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8253, Loss: 0.1817 Epoch 10 Batch 1065/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8363, Loss: 0.1946 Epoch 10 Batch 1066/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8445, Loss: 0.1807 Epoch 10 Batch 1067/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8370, Loss: 0.1880 Epoch 10 Batch 1068/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8274, Loss: 0.1782 Epoch 10 Batch 1069/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8356, Loss: 0.1795 Epoch 10 Batch 1070/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8249, Loss: 0.1905 Epoch 10 Batch 1071/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8203, Loss: 0.1817 Epoch 10 Batch 1072/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8214, Loss: 0.1835 Epoch 10 Batch 1073/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8377, Loss: 0.2010 Epoch 10 Batch 1074/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8452, Loss: 0.2014 Epoch 10 Batch 1075/1077 - Train Accuracy: 0.8483, Validation Accuracy: 0.8498, Loss: 0.1961 Epoch 11 Batch 1/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8494, Loss: 0.1722 Epoch 11 Batch 2/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8587, Loss: 0.1890 Epoch 11 Batch 3/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8619, Loss: 0.1800 Epoch 11 Batch 4/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8519, Loss: 0.1863 Epoch 11 Batch 5/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8523, Loss: 0.1947 Epoch 11 Batch 6/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8526, Loss: 0.1854 Epoch 11 Batch 7/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8590, Loss: 0.1733 Epoch 11 Batch 8/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8501, Loss: 0.1716 Epoch 11 Batch 9/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8480, Loss: 0.1871 Epoch 11 Batch 10/1077 - Train Accuracy: 0.8491, Validation Accuracy: 0.8466, Loss: 0.1837 Epoch 11 Batch 11/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8498, Loss: 0.1964 Epoch 11 Batch 12/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8402, Loss: 0.1909 Epoch 11 Batch 13/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.8416, Loss: 0.1929 Epoch 11 Batch 14/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8420, Loss: 0.1663 Epoch 11 Batch 15/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8434, Loss: 0.1731 Epoch 11 Batch 16/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8438, Loss: 0.1834 Epoch 11 Batch 17/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8519, Loss: 0.1782 Epoch 11 Batch 18/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8544, Loss: 0.1858 Epoch 11 Batch 19/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8438, Loss: 0.1784 Epoch 11 Batch 20/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8398, Loss: 0.1741 Epoch 11 Batch 21/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8455, Loss: 0.1959 Epoch 11 Batch 22/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8469, Loss: 0.1959 Epoch 11 Batch 23/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8473, Loss: 0.1767 Epoch 11 Batch 24/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8537, Loss: 0.1780 Epoch 11 Batch 25/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8533, Loss: 0.1740 Epoch 11 Batch 26/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8548, Loss: 0.1956 Epoch 11 Batch 27/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8569, Loss: 0.1651 Epoch 11 Batch 28/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8565, Loss: 0.1788 Epoch 11 Batch 29/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8420, Loss: 0.1906 Epoch 11 Batch 30/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8359, Loss: 0.1769 Epoch 11 Batch 31/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8260, Loss: 0.1834 Epoch 11 Batch 32/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8388, Loss: 0.1625 Epoch 11 Batch 33/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.8430, Loss: 0.1645 Epoch 11 Batch 34/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8469, Loss: 0.1896 Epoch 11 Batch 35/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8516, Loss: 0.1760 Epoch 11 Batch 36/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8537, Loss: 0.1905 Epoch 11 Batch 37/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8540, Loss: 0.1799 Epoch 11 Batch 38/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8509, Loss: 0.2137 Epoch 11 Batch 39/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8530, Loss: 0.2024 Epoch 11 Batch 40/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8480, Loss: 0.1874 Epoch 11 Batch 41/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8608, Loss: 0.1789 Epoch 11 Batch 42/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8533, Loss: 0.1884 Epoch 11 Batch 43/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8462, Loss: 0.1782 Epoch 11 Batch 44/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8423, Loss: 0.1756 Epoch 11 Batch 45/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8501, Loss: 0.1780 Epoch 11 Batch 46/1077 - Train Accuracy: 0.8257, Validation Accuracy: 0.8501, Loss: 0.1949 Epoch 11 Batch 47/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8544, Loss: 0.1801 Epoch 11 Batch 48/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8626, Loss: 0.2006 Epoch 11 Batch 49/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8658, Loss: 0.1859 Epoch 11 Batch 50/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8658, Loss: 0.1806 Epoch 11 Batch 51/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8622, Loss: 0.1756 Epoch 11 Batch 52/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8686, Loss: 0.1900 Epoch 11 Batch 53/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8562, Loss: 0.1790 Epoch 11 Batch 54/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8569, Loss: 0.2151 Epoch 11 Batch 55/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8558, Loss: 0.1715 Epoch 11 Batch 56/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8423, Loss: 0.1705 Epoch 11 Batch 57/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8377, Loss: 0.1837 Epoch 11 Batch 58/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8359, Loss: 0.1737 Epoch 11 Batch 59/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8363, Loss: 0.1827 Epoch 11 Batch 60/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8349, Loss: 0.1696 Epoch 11 Batch 61/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8352, Loss: 0.1950 Epoch 11 Batch 62/1077 - Train Accuracy: 0.8479, Validation Accuracy: 0.8420, Loss: 0.1983 Epoch 11 Batch 63/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8491, Loss: 0.1596 Epoch 11 Batch 64/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8484, Loss: 0.1668 Epoch 11 Batch 65/1077 - Train Accuracy: 0.8466, Validation Accuracy: 0.8555, Loss: 0.1836 Epoch 11 Batch 66/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8487, Loss: 0.1552 Epoch 11 Batch 67/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8445, Loss: 0.1795 Epoch 11 Batch 68/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8455, Loss: 0.1874 Epoch 11 Batch 69/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8445, Loss: 0.2029 Epoch 11 Batch 70/1077 - Train Accuracy: 0.8413, Validation Accuracy: 0.8409, Loss: 0.1933 Epoch 11 Batch 71/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8469, Loss: 0.1603 Epoch 11 Batch 72/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8615, Loss: 0.1875 Epoch 11 Batch 73/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8455, Loss: 0.1892 Epoch 11 Batch 74/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8363, Loss: 0.1592 Epoch 11 Batch 75/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8494, Loss: 0.2051 Epoch 11 Batch 76/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8590, Loss: 0.1632 Epoch 11 Batch 77/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8615, Loss: 0.1796 Epoch 11 Batch 78/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8551, Loss: 0.1877 Epoch 11 Batch 79/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8583, Loss: 0.1750 Epoch 11 Batch 80/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8551, Loss: 0.1770 Epoch 11 Batch 81/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8612, Loss: 0.1622 Epoch 11 Batch 82/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8594, Loss: 0.1670 Epoch 11 Batch 83/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8452, Loss: 0.1884 Epoch 11 Batch 84/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8438, Loss: 0.1820 Epoch 11 Batch 85/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8295, Loss: 0.1805 Epoch 11 Batch 86/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8263, Loss: 0.1765 Epoch 11 Batch 87/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.8335, Loss: 0.2085 Epoch 11 Batch 88/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8349, Loss: 0.1886 Epoch 11 Batch 89/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8580, Loss: 0.1919 Epoch 11 Batch 90/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8594, Loss: 0.1895 Epoch 11 Batch 91/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8615, Loss: 0.1594 Epoch 11 Batch 92/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8572, Loss: 0.1820 Epoch 11 Batch 93/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8533, Loss: 0.1935 Epoch 11 Batch 94/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8555, Loss: 0.1591 Epoch 11 Batch 95/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8565, Loss: 0.1879 Epoch 11 Batch 96/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8505, Loss: 0.1860 Epoch 11 Batch 97/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8675, Loss: 0.1729 Epoch 11 Batch 98/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8601, Loss: 0.1706 Epoch 11 Batch 99/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8580, Loss: 0.1765 Epoch 11 Batch 100/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8569, Loss: 0.1666 Epoch 11 Batch 101/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8604, Loss: 0.1764 Epoch 11 Batch 102/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8523, Loss: 0.1680 Epoch 11 Batch 103/1077 - Train Accuracy: 0.8442, Validation Accuracy: 0.8480, Loss: 0.2140 Epoch 11 Batch 104/1077 - Train Accuracy: 0.8779, Validation Accuracy: 0.8402, Loss: 0.1932 Epoch 11 Batch 105/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8530, Loss: 0.1818 Epoch 11 Batch 106/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.8512, Loss: 0.1856 Epoch 11 Batch 107/1077 - Train Accuracy: 0.8478, Validation Accuracy: 0.8612, Loss: 0.1807 Epoch 11 Batch 108/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8601, Loss: 0.1624 Epoch 11 Batch 109/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8491, Loss: 0.1775 Epoch 11 Batch 110/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8406, Loss: 0.1699 Epoch 11 Batch 111/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8398, Loss: 0.1774 Epoch 11 Batch 112/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8359, Loss: 0.1709 Epoch 11 Batch 113/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8519, Loss: 0.1959 Epoch 11 Batch 114/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8619, Loss: 0.1683 Epoch 11 Batch 115/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8608, Loss: 0.1880 Epoch 11 Batch 116/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8612, Loss: 0.2085 Epoch 11 Batch 117/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8519, Loss: 0.1883 Epoch 11 Batch 118/1077 - Train Accuracy: 0.8076, Validation Accuracy: 0.8498, Loss: 0.1969 Epoch 11 Batch 119/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8509, Loss: 0.1837 Epoch 11 Batch 120/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8601, Loss: 0.1993 Epoch 11 Batch 121/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8597, Loss: 0.1824 Epoch 11 Batch 122/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8619, Loss: 0.1690 Epoch 11 Batch 123/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8622, Loss: 0.1617 Epoch 11 Batch 124/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8629, Loss: 0.1961 Epoch 11 Batch 125/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8590, Loss: 0.1831 Epoch 11 Batch 126/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8583, Loss: 0.1662 Epoch 11 Batch 127/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8555, Loss: 0.1623 Epoch 11 Batch 128/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8576, Loss: 0.1736 Epoch 11 Batch 129/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8509, Loss: 0.1833 Epoch 11 Batch 130/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8533, Loss: 0.1609 Epoch 11 Batch 131/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8569, Loss: 0.1712 Epoch 11 Batch 132/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8615, Loss: 0.1880 Epoch 11 Batch 133/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8594, Loss: 0.1813 Epoch 11 Batch 134/1077 - Train Accuracy: 0.8728, Validation Accuracy: 0.8601, Loss: 0.1551 Epoch 11 Batch 135/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8558, Loss: 0.1741 Epoch 11 Batch 136/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8516, Loss: 0.1624 Epoch 11 Batch 137/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8455, Loss: 0.1614 Epoch 11 Batch 138/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8441, Loss: 0.1757 Epoch 11 Batch 139/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8430, Loss: 0.1801 Epoch 11 Batch 140/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8413, Loss: 0.1789 Epoch 11 Batch 141/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8462, Loss: 0.1772 Epoch 11 Batch 142/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8540, Loss: 0.1631 Epoch 11 Batch 143/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8540, Loss: 0.1797 Epoch 11 Batch 144/1077 - Train Accuracy: 0.8540, Validation Accuracy: 0.8494, Loss: 0.1980 Epoch 11 Batch 145/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8317, Loss: 0.1780 Epoch 11 Batch 146/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8299, Loss: 0.2109 Epoch 11 Batch 147/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8295, Loss: 0.1883 Epoch 11 Batch 148/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8406, Loss: 0.1729 Epoch 11 Batch 149/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8420, Loss: 0.1791 Epoch 11 Batch 150/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8452, Loss: 0.1744 Epoch 11 Batch 151/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8466, Loss: 0.1635 Epoch 11 Batch 152/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8409, Loss: 0.1899 Epoch 11 Batch 153/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8420, Loss: 0.1865 Epoch 11 Batch 154/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8420, Loss: 0.1878 Epoch 11 Batch 155/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8473, Loss: 0.1803 Epoch 11 Batch 156/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8509, Loss: 0.1663 Epoch 11 Batch 157/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8452, Loss: 0.1771 Epoch 11 Batch 158/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8423, Loss: 0.1854 Epoch 11 Batch 159/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8430, Loss: 0.1686 Epoch 11 Batch 160/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8434, Loss: 0.1736 Epoch 11 Batch 161/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8480, Loss: 0.1676 Epoch 11 Batch 162/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8469, Loss: 0.2013 Epoch 11 Batch 163/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8423, Loss: 0.1915 Epoch 11 Batch 164/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8423, Loss: 0.1783 Epoch 11 Batch 165/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8526, Loss: 0.1837 Epoch 11 Batch 166/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8516, Loss: 0.1775 Epoch 11 Batch 167/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8505, Loss: 0.1787 Epoch 11 Batch 168/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8509, Loss: 0.1943 Epoch 11 Batch 169/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8608, Loss: 0.1728 Epoch 11 Batch 170/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8530, Loss: 0.1838 Epoch 11 Batch 171/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8416, Loss: 0.1644 Epoch 11 Batch 172/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8469, Loss: 0.1533 Epoch 11 Batch 173/1077 - Train Accuracy: 0.8446, Validation Accuracy: 0.8469, Loss: 0.1820 Epoch 11 Batch 174/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8459, Loss: 0.1844 Epoch 11 Batch 175/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8501, Loss: 0.1664 Epoch 11 Batch 176/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8523, Loss: 0.1825 Epoch 11 Batch 177/1077 - Train Accuracy: 0.8610, Validation Accuracy: 0.8576, Loss: 0.1822 Epoch 11 Batch 178/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8615, Loss: 0.1736 Epoch 11 Batch 179/1077 - Train Accuracy: 0.8606, Validation Accuracy: 0.8633, Loss: 0.1762 Epoch 11 Batch 180/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8551, Loss: 0.1649 Epoch 11 Batch 181/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8409, Loss: 0.1770 Epoch 11 Batch 182/1077 - Train Accuracy: 0.8612, Validation Accuracy: 0.8409, Loss: 0.1849 Epoch 11 Batch 183/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.8406, Loss: 0.1877 Epoch 11 Batch 184/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8395, Loss: 0.1604 Epoch 11 Batch 185/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8427, Loss: 0.1763 Epoch 11 Batch 186/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8462, Loss: 0.1736 Epoch 11 Batch 187/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8523, Loss: 0.1690 Epoch 11 Batch 188/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8477, Loss: 0.1668 Epoch 11 Batch 189/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8501, Loss: 0.1813 Epoch 11 Batch 190/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8484, Loss: 0.1675 Epoch 11 Batch 191/1077 - Train Accuracy: 0.8381, Validation Accuracy: 0.8381, Loss: 0.1600 Epoch 11 Batch 192/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8406, Loss: 0.2038 Epoch 11 Batch 193/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8512, Loss: 0.1694 Epoch 11 Batch 194/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8434, Loss: 0.1660 Epoch 11 Batch 195/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8562, Loss: 0.1706 Epoch 11 Batch 196/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8530, Loss: 0.1696 Epoch 11 Batch 197/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8484, Loss: 0.1814 Epoch 11 Batch 198/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8565, Loss: 0.1757 Epoch 11 Batch 199/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8540, Loss: 0.1544 Epoch 11 Batch 200/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8427, Loss: 0.1704 Epoch 11 Batch 201/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8448, Loss: 0.1605 Epoch 11 Batch 202/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8477, Loss: 0.1748 Epoch 11 Batch 203/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8512, Loss: 0.1788 Epoch 11 Batch 204/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8622, Loss: 0.1980 Epoch 11 Batch 205/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8572, Loss: 0.1764 Epoch 11 Batch 206/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8501, Loss: 0.1760 Epoch 11 Batch 207/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8477, Loss: 0.1671 Epoch 11 Batch 208/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8526, Loss: 0.1673 Epoch 11 Batch 209/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8498, Loss: 0.1670 Epoch 11 Batch 210/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8501, Loss: 0.1737 Epoch 11 Batch 211/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8452, Loss: 0.1731 Epoch 11 Batch 212/1077 - Train Accuracy: 0.8490, Validation Accuracy: 0.8409, Loss: 0.1609 Epoch 11 Batch 213/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8395, Loss: 0.1621 Epoch 11 Batch 214/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8338, Loss: 0.1712 Epoch 11 Batch 215/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8320, Loss: 0.1981 Epoch 11 Batch 216/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8381, Loss: 0.1842 Epoch 11 Batch 217/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8374, Loss: 0.1705 Epoch 11 Batch 218/1077 - Train Accuracy: 0.8882, Validation Accuracy: 0.8438, Loss: 0.1910 Epoch 11 Batch 219/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8427, Loss: 0.1679 Epoch 11 Batch 220/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8448, Loss: 0.1743 Epoch 11 Batch 221/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.8448, Loss: 0.1783 Epoch 11 Batch 222/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8530, Loss: 0.1779 Epoch 11 Batch 223/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8583, Loss: 0.1692 Epoch 11 Batch 224/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8675, Loss: 0.1827 Epoch 11 Batch 225/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8647, Loss: 0.1871 Epoch 11 Batch 226/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8597, Loss: 0.1618 Epoch 11 Batch 227/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8587, Loss: 0.1868 Epoch 11 Batch 228/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8665, Loss: 0.1669 Epoch 11 Batch 229/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8665, Loss: 0.1725 Epoch 11 Batch 230/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8707, Loss: 0.1548 Epoch 11 Batch 231/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8750, Loss: 0.1875 Epoch 11 Batch 232/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8654, Loss: 0.1713 Epoch 11 Batch 233/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8576, Loss: 0.1895 Epoch 11 Batch 234/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.8533, Loss: 0.1872 Epoch 11 Batch 235/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8615, Loss: 0.1653 Epoch 11 Batch 236/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8615, Loss: 0.1826 Epoch 11 Batch 237/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8558, Loss: 0.1549 Epoch 11 Batch 238/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8608, Loss: 0.1678 Epoch 11 Batch 239/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8643, Loss: 0.1535 Epoch 11 Batch 240/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8626, Loss: 0.1601 Epoch 11 Batch 241/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8530, Loss: 0.1497 Epoch 11 Batch 242/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8583, Loss: 0.1661 Epoch 11 Batch 243/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8501, Loss: 0.1926 Epoch 11 Batch 244/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8395, Loss: 0.1646 Epoch 11 Batch 245/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8402, Loss: 0.1650 Epoch 11 Batch 246/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8384, Loss: 0.1714 Epoch 11 Batch 247/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8402, Loss: 0.1700 Epoch 11 Batch 248/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8448, Loss: 0.1665 Epoch 11 Batch 249/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8494, Loss: 0.1587 Epoch 11 Batch 250/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8672, Loss: 0.1545 Epoch 11 Batch 251/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8604, Loss: 0.1757 Epoch 11 Batch 252/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8647, Loss: 0.1702 Epoch 11 Batch 253/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8647, Loss: 0.1613 Epoch 11 Batch 254/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8597, Loss: 0.1721 Epoch 11 Batch 255/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8512, Loss: 0.1702 Epoch 11 Batch 256/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8533, Loss: 0.2032 Epoch 11 Batch 257/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8523, Loss: 0.1737 Epoch 11 Batch 258/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8477, Loss: 0.1643 Epoch 11 Batch 259/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8580, Loss: 0.1685 Epoch 11 Batch 260/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8583, Loss: 0.1632 Epoch 11 Batch 261/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8572, Loss: 0.1624 Epoch 11 Batch 262/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8565, Loss: 0.1643 Epoch 11 Batch 263/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8615, Loss: 0.1664 Epoch 11 Batch 264/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8594, Loss: 0.1814 Epoch 11 Batch 265/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8576, Loss: 0.1704 Epoch 11 Batch 266/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8540, Loss: 0.1739 Epoch 11 Batch 267/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8526, Loss: 0.1636 Epoch 11 Batch 268/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8480, Loss: 0.1817 Epoch 11 Batch 269/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8491, Loss: 0.1821 Epoch 11 Batch 270/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8469, Loss: 0.1850 Epoch 11 Batch 271/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8406, Loss: 0.1621 Epoch 11 Batch 272/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8338, Loss: 0.2166 Epoch 11 Batch 273/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8434, Loss: 0.1693 Epoch 11 Batch 274/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8459, Loss: 0.1749 Epoch 11 Batch 275/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8473, Loss: 0.1708 Epoch 11 Batch 276/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.8484, Loss: 0.2059 Epoch 11 Batch 277/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8505, Loss: 0.1548 Epoch 11 Batch 278/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8494, Loss: 0.1931 Epoch 11 Batch 279/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8523, Loss: 0.1978 Epoch 11 Batch 280/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8608, Loss: 0.1771 Epoch 11 Batch 281/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8526, Loss: 0.1770 Epoch 11 Batch 282/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8466, Loss: 0.1911 Epoch 11 Batch 283/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8530, Loss: 0.1759 Epoch 11 Batch 284/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8565, Loss: 0.1821 Epoch 11 Batch 285/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8622, Loss: 0.1640 Epoch 11 Batch 286/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8654, Loss: 0.1621 Epoch 11 Batch 287/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8654, Loss: 0.1738 Epoch 11 Batch 288/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8633, Loss: 0.1930 Epoch 11 Batch 289/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8612, Loss: 0.1676 Epoch 11 Batch 290/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8633, Loss: 0.1960 Epoch 11 Batch 291/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8683, Loss: 0.1853 Epoch 11 Batch 292/1077 - Train Accuracy: 0.8735, Validation Accuracy: 0.8686, Loss: 0.1759 Epoch 11 Batch 293/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8643, Loss: 0.1929 Epoch 11 Batch 294/1077 - Train Accuracy: 0.8835, Validation Accuracy: 0.8580, Loss: 0.1612 Epoch 11 Batch 295/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.8551, Loss: 0.1822 Epoch 11 Batch 296/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8565, Loss: 0.1635 Epoch 11 Batch 297/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8558, Loss: 0.1850 Epoch 11 Batch 298/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8587, Loss: 0.1886 Epoch 11 Batch 299/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8558, Loss: 0.1682 Epoch 11 Batch 300/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8544, Loss: 0.1609 Epoch 11 Batch 301/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8580, Loss: 0.1679 Epoch 11 Batch 302/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8512, Loss: 0.1681 Epoch 11 Batch 303/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8572, Loss: 0.1780 Epoch 11 Batch 304/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8608, Loss: 0.1600 Epoch 11 Batch 305/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8484, Loss: 0.1769 Epoch 11 Batch 306/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8494, Loss: 0.1780 Epoch 11 Batch 307/1077 - Train Accuracy: 0.8452, Validation Accuracy: 0.8562, Loss: 0.1746 Epoch 11 Batch 308/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8562, Loss: 0.1905 Epoch 11 Batch 309/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8562, Loss: 0.1539 Epoch 11 Batch 310/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8526, Loss: 0.1793 Epoch 11 Batch 311/1077 - Train Accuracy: 0.8735, Validation Accuracy: 0.8523, Loss: 0.1597 Epoch 11 Batch 312/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.8594, Loss: 0.1949 Epoch 11 Batch 313/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8583, Loss: 0.1611 Epoch 11 Batch 314/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8569, Loss: 0.1679 Epoch 11 Batch 315/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8555, Loss: 0.1498 Epoch 11 Batch 316/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8519, Loss: 0.1682 Epoch 11 Batch 317/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8516, Loss: 0.1922 Epoch 11 Batch 318/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8647, Loss: 0.1759 Epoch 11 Batch 319/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8647, Loss: 0.1963 Epoch 11 Batch 320/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8494, Loss: 0.1887 Epoch 11 Batch 321/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8551, Loss: 0.1737 Epoch 11 Batch 322/1077 - Train Accuracy: 0.8642, Validation Accuracy: 0.8441, Loss: 0.1626 Epoch 11 Batch 323/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8423, Loss: 0.1734 Epoch 11 Batch 324/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8416, Loss: 0.1691 Epoch 11 Batch 325/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8494, Loss: 0.1670 Epoch 11 Batch 326/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8622, Loss: 0.1597 Epoch 11 Batch 327/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8533, Loss: 0.1977 Epoch 11 Batch 328/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8583, Loss: 0.1776 Epoch 11 Batch 329/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.8516, Loss: 0.1787 Epoch 11 Batch 330/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8441, Loss: 0.1726 Epoch 11 Batch 331/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8462, Loss: 0.1719 Epoch 11 Batch 332/1077 - Train Accuracy: 0.8642, Validation Accuracy: 0.8466, Loss: 0.1433 Epoch 11 Batch 333/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8509, Loss: 0.1644 Epoch 11 Batch 334/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8484, Loss: 0.1649 Epoch 11 Batch 335/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8473, Loss: 0.1636 Epoch 11 Batch 336/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8398, Loss: 0.1939 Epoch 11 Batch 337/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8345, Loss: 0.1924 Epoch 11 Batch 338/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8324, Loss: 0.2016 Epoch 11 Batch 339/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8303, Loss: 0.1598 Epoch 11 Batch 340/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8246, Loss: 0.1736 Epoch 11 Batch 341/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8374, Loss: 0.2046 Epoch 11 Batch 342/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.8445, Loss: 0.1634 Epoch 11 Batch 343/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8413, Loss: 0.1800 Epoch 11 Batch 344/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8455, Loss: 0.1689 Epoch 11 Batch 345/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8395, Loss: 0.1641 Epoch 11 Batch 346/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8327, Loss: 0.1738 Epoch 11 Batch 347/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8310, Loss: 0.1564 Epoch 11 Batch 348/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8391, Loss: 0.1665 Epoch 11 Batch 349/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8480, Loss: 0.1615 Epoch 11 Batch 350/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8523, Loss: 0.1819 Epoch 11 Batch 351/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8523, Loss: 0.1793 Epoch 11 Batch 352/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8569, Loss: 0.1765 Epoch 11 Batch 353/1077 - Train Accuracy: 0.8540, Validation Accuracy: 0.8462, Loss: 0.1881 Epoch 11 Batch 354/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8455, Loss: 0.1869 Epoch 11 Batch 355/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8388, Loss: 0.1711 Epoch 11 Batch 356/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8430, Loss: 0.1778 Epoch 11 Batch 357/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8548, Loss: 0.1615 Epoch 11 Batch 358/1077 - Train Accuracy: 0.8018, Validation Accuracy: 0.8445, Loss: 0.1888 Epoch 11 Batch 359/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8540, Loss: 0.1696 Epoch 11 Batch 360/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8519, Loss: 0.1652 Epoch 11 Batch 361/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8491, Loss: 0.1721 Epoch 11 Batch 362/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8434, Loss: 0.1695 Epoch 11 Batch 363/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8438, Loss: 0.1789 Epoch 11 Batch 364/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8448, Loss: 0.1813 Epoch 11 Batch 365/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8406, Loss: 0.1585 Epoch 11 Batch 366/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8416, Loss: 0.1664 Epoch 11 Batch 367/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8459, Loss: 0.1423 Epoch 11 Batch 368/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8445, Loss: 0.1722 Epoch 11 Batch 369/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8533, Loss: 0.1633 Epoch 11 Batch 370/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8533, Loss: 0.1612 Epoch 11 Batch 371/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8501, Loss: 0.1549 Epoch 11 Batch 372/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8452, Loss: 0.1538 Epoch 11 Batch 373/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8480, Loss: 0.1587 Epoch 11 Batch 374/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8530, Loss: 0.1811 Epoch 11 Batch 375/1077 - Train Accuracy: 0.8920, Validation Accuracy: 0.8530, Loss: 0.1568 Epoch 11 Batch 376/1077 - Train Accuracy: 0.8569, Validation Accuracy: 0.8512, Loss: 0.1652 Epoch 11 Batch 377/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8597, Loss: 0.1697 Epoch 11 Batch 378/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8633, Loss: 0.1546 Epoch 11 Batch 379/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8619, Loss: 0.1736 Epoch 11 Batch 380/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8576, Loss: 0.1589 Epoch 11 Batch 381/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8544, Loss: 0.1839 Epoch 11 Batch 382/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8473, Loss: 0.1881 Epoch 11 Batch 383/1077 - Train Accuracy: 0.8501, Validation Accuracy: 0.8484, Loss: 0.1700 Epoch 11 Batch 384/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8459, Loss: 0.1621 Epoch 11 Batch 385/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8526, Loss: 0.1718 Epoch 11 Batch 386/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8590, Loss: 0.1700 Epoch 11 Batch 387/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8558, Loss: 0.1551 Epoch 11 Batch 388/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8516, Loss: 0.1805 Epoch 11 Batch 389/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8615, Loss: 0.1640 Epoch 11 Batch 390/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8509, Loss: 0.1958 Epoch 11 Batch 391/1077 - Train Accuracy: 0.8471, Validation Accuracy: 0.8384, Loss: 0.1704 Epoch 11 Batch 392/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8374, Loss: 0.1673 Epoch 11 Batch 393/1077 - Train Accuracy: 0.8534, Validation Accuracy: 0.8487, Loss: 0.1692 Epoch 11 Batch 394/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8512, Loss: 0.1789 Epoch 11 Batch 395/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8473, Loss: 0.1653 Epoch 11 Batch 396/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8505, Loss: 0.1754 Epoch 11 Batch 397/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8551, Loss: 0.1699 Epoch 11 Batch 398/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8587, Loss: 0.1718 Epoch 11 Batch 399/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.8601, Loss: 0.1784 Epoch 11 Batch 400/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8519, Loss: 0.1823 Epoch 11 Batch 401/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8498, Loss: 0.1725 Epoch 11 Batch 402/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8452, Loss: 0.1534 Epoch 11 Batch 403/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8509, Loss: 0.1816 Epoch 11 Batch 404/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8548, Loss: 0.1723 Epoch 11 Batch 405/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8533, Loss: 0.1879 Epoch 11 Batch 406/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8615, Loss: 0.1604 Epoch 11 Batch 407/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8619, Loss: 0.1860 Epoch 11 Batch 408/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8587, Loss: 0.1765 Epoch 11 Batch 409/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8633, Loss: 0.1814 Epoch 11 Batch 410/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8537, Loss: 0.1826 Epoch 11 Batch 411/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8643, Loss: 0.1647 Epoch 11 Batch 412/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8672, Loss: 0.1617 Epoch 11 Batch 413/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8686, Loss: 0.1539 Epoch 11 Batch 414/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8647, Loss: 0.1718 Epoch 11 Batch 415/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8583, Loss: 0.1809 Epoch 11 Batch 416/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8576, Loss: 0.1693 Epoch 11 Batch 417/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8587, Loss: 0.1874 Epoch 11 Batch 418/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8622, Loss: 0.1681 Epoch 11 Batch 419/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8619, Loss: 0.1675 Epoch 11 Batch 420/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8619, Loss: 0.1569 Epoch 11 Batch 421/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8615, Loss: 0.1778 Epoch 11 Batch 422/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.8548, Loss: 0.1599 Epoch 11 Batch 423/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8480, Loss: 0.1739 Epoch 11 Batch 424/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8594, Loss: 0.1673 Epoch 11 Batch 425/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8594, Loss: 0.1552 Epoch 11 Batch 426/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8544, Loss: 0.1832 Epoch 11 Batch 427/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8438, Loss: 0.1598 Epoch 11 Batch 428/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8448, Loss: 0.1531 Epoch 11 Batch 429/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8498, Loss: 0.1665 Epoch 11 Batch 430/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8523, Loss: 0.1606 Epoch 11 Batch 431/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8544, Loss: 0.1719 Epoch 11 Batch 432/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8477, Loss: 0.1633 Epoch 11 Batch 433/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8441, Loss: 0.1761 Epoch 11 Batch 434/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8438, Loss: 0.1757 Epoch 11 Batch 435/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8434, Loss: 0.1762 Epoch 11 Batch 436/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8452, Loss: 0.1705 Epoch 11 Batch 437/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8537, Loss: 0.1688 Epoch 11 Batch 438/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8494, Loss: 0.1654 Epoch 11 Batch 439/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8484, Loss: 0.1842 Epoch 11 Batch 440/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8533, Loss: 0.1872 Epoch 11 Batch 441/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8473, Loss: 0.1572 Epoch 11 Batch 442/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.8473, Loss: 0.1643 Epoch 11 Batch 443/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8498, Loss: 0.1654 Epoch 11 Batch 444/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8455, Loss: 0.1649 Epoch 11 Batch 445/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8498, Loss: 0.1780 Epoch 11 Batch 446/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8402, Loss: 0.1531 Epoch 11 Batch 447/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8462, Loss: 0.1782 Epoch 11 Batch 448/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8402, Loss: 0.1803 Epoch 11 Batch 449/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8452, Loss: 0.1927 Epoch 11 Batch 450/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8413, Loss: 0.1632 Epoch 11 Batch 451/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8317, Loss: 0.1508 Epoch 11 Batch 452/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8448, Loss: 0.1758 Epoch 11 Batch 453/1077 - Train Accuracy: 0.8471, Validation Accuracy: 0.8420, Loss: 0.1633 Epoch 11 Batch 454/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8533, Loss: 0.1901 Epoch 11 Batch 455/1077 - Train Accuracy: 0.8498, Validation Accuracy: 0.8473, Loss: 0.1555 Epoch 11 Batch 456/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8477, Loss: 0.1757 Epoch 11 Batch 457/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8494, Loss: 0.1604 Epoch 11 Batch 458/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.8381, Loss: 0.1752 Epoch 11 Batch 459/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8356, Loss: 0.1588 Epoch 11 Batch 460/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8359, Loss: 0.1743 Epoch 11 Batch 461/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8487, Loss: 0.1661 Epoch 11 Batch 462/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8555, Loss: 0.1711 Epoch 11 Batch 463/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8484, Loss: 0.1709 Epoch 11 Batch 464/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8587, Loss: 0.1626 Epoch 11 Batch 465/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8629, Loss: 0.2073 Epoch 11 Batch 466/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8608, Loss: 0.1645 Epoch 11 Batch 467/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8612, Loss: 0.1704 Epoch 11 Batch 468/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8654, Loss: 0.1641 Epoch 11 Batch 469/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8626, Loss: 0.1785 Epoch 11 Batch 470/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8569, Loss: 0.1840 Epoch 11 Batch 471/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8587, Loss: 0.1570 Epoch 11 Batch 472/1077 - Train Accuracy: 0.8612, Validation Accuracy: 0.8597, Loss: 0.1522 Epoch 11 Batch 473/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8597, Loss: 0.1737 Epoch 11 Batch 474/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8604, Loss: 0.1785 Epoch 11 Batch 475/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8629, Loss: 0.1689 Epoch 11 Batch 476/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8512, Loss: 0.1574 Epoch 11 Batch 477/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8540, Loss: 0.1630 Epoch 11 Batch 478/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8544, Loss: 0.1755 Epoch 11 Batch 479/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8629, Loss: 0.1835 Epoch 11 Batch 480/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8612, Loss: 0.1626 Epoch 11 Batch 481/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8651, Loss: 0.1629 Epoch 11 Batch 482/1077 - Train Accuracy: 0.8491, Validation Accuracy: 0.8555, Loss: 0.1892 Epoch 11 Batch 483/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8562, Loss: 0.1821 Epoch 11 Batch 484/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8555, Loss: 0.1653 Epoch 11 Batch 485/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8498, Loss: 0.1748 Epoch 11 Batch 486/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8530, Loss: 0.1586 Epoch 11 Batch 487/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8512, Loss: 0.1712 Epoch 11 Batch 488/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8562, Loss: 0.1505 Epoch 11 Batch 489/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8551, Loss: 0.1544 Epoch 11 Batch 490/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8498, Loss: 0.1699 Epoch 11 Batch 491/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8558, Loss: 0.1757 Epoch 11 Batch 492/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8498, Loss: 0.1772 Epoch 11 Batch 493/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8512, Loss: 0.1533 Epoch 11 Batch 494/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8519, Loss: 0.1543 Epoch 11 Batch 495/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8501, Loss: 0.1589 Epoch 11 Batch 496/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8615, Loss: 0.1695 Epoch 11 Batch 497/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8597, Loss: 0.1719 Epoch 11 Batch 498/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8615, Loss: 0.1633 Epoch 11 Batch 499/1077 - Train Accuracy: 0.8404, Validation Accuracy: 0.8583, Loss: 0.1627 Epoch 11 Batch 500/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8562, Loss: 0.1613 Epoch 11 Batch 501/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8466, Loss: 0.1659 Epoch 11 Batch 502/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8498, Loss: 0.1731 Epoch 11 Batch 503/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8512, Loss: 0.1612 Epoch 11 Batch 504/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8519, Loss: 0.1746 Epoch 11 Batch 505/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8551, Loss: 0.1497 Epoch 11 Batch 506/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8501, Loss: 0.1785 Epoch 11 Batch 507/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.8519, Loss: 0.1676 Epoch 11 Batch 508/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8434, Loss: 0.1628 Epoch 11 Batch 509/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8455, Loss: 0.1834 Epoch 11 Batch 510/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8459, Loss: 0.1621 Epoch 11 Batch 511/1077 - Train Accuracy: 0.8446, Validation Accuracy: 0.8512, Loss: 0.1698 Epoch 11 Batch 512/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8636, Loss: 0.1580 Epoch 11 Batch 513/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8700, Loss: 0.1650 Epoch 11 Batch 514/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8661, Loss: 0.1666 Epoch 11 Batch 515/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8601, Loss: 0.1820 Epoch 11 Batch 516/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8548, Loss: 0.1490 Epoch 11 Batch 517/1077 - Train Accuracy: 0.8612, Validation Accuracy: 0.8651, Loss: 0.1714 Epoch 11 Batch 518/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8612, Loss: 0.1534 Epoch 11 Batch 519/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8587, Loss: 0.1625 Epoch 11 Batch 520/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8597, Loss: 0.1496 Epoch 11 Batch 521/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8626, Loss: 0.1632 Epoch 11 Batch 522/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.8572, Loss: 0.1969 Epoch 11 Batch 523/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8690, Loss: 0.1656 Epoch 11 Batch 524/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8505, Loss: 0.1759 Epoch 11 Batch 525/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8494, Loss: 0.1621 Epoch 11 Batch 526/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8544, Loss: 0.1589 Epoch 11 Batch 527/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8505, Loss: 0.1673 Epoch 11 Batch 528/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8540, Loss: 0.1726 Epoch 11 Batch 529/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8540, Loss: 0.1584 Epoch 11 Batch 530/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8540, Loss: 0.1734 Epoch 11 Batch 531/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8480, Loss: 0.1603 Epoch 11 Batch 532/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8477, Loss: 0.1903 Epoch 11 Batch 533/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8459, Loss: 0.1779 Epoch 11 Batch 534/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8363, Loss: 0.1734 Epoch 11 Batch 535/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8523, Loss: 0.1658 Epoch 11 Batch 536/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8416, Loss: 0.1643 Epoch 11 Batch 537/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8448, Loss: 0.1674 Epoch 11 Batch 538/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8448, Loss: 0.1518 Epoch 11 Batch 539/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8501, Loss: 0.1759 Epoch 11 Batch 540/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8462, Loss: 0.1455 Epoch 11 Batch 541/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8427, Loss: 0.1648 Epoch 11 Batch 542/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8445, Loss: 0.1591 Epoch 11 Batch 543/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8423, Loss: 0.1607 Epoch 11 Batch 544/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8519, Loss: 0.1633 Epoch 11 Batch 545/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8533, Loss: 0.1825 Epoch 11 Batch 546/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8548, Loss: 0.1750 Epoch 11 Batch 547/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8558, Loss: 0.1552 Epoch 11 Batch 548/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8583, Loss: 0.1783 Epoch 11 Batch 549/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8533, Loss: 0.1831 Epoch 11 Batch 550/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8565, Loss: 0.1758 Epoch 11 Batch 551/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8615, Loss: 0.1785 Epoch 11 Batch 552/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8604, Loss: 0.1741 Epoch 11 Batch 553/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8572, Loss: 0.1751 Epoch 11 Batch 554/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8562, Loss: 0.1724 Epoch 11 Batch 555/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8580, Loss: 0.1625 Epoch 11 Batch 556/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8519, Loss: 0.1578 Epoch 11 Batch 557/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8459, Loss: 0.1574 Epoch 11 Batch 558/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8423, Loss: 0.1536 Epoch 11 Batch 559/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8402, Loss: 0.1656 Epoch 11 Batch 560/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8459, Loss: 0.1549 Epoch 11 Batch 561/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8480, Loss: 0.1577 Epoch 11 Batch 562/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8636, Loss: 0.1474 Epoch 11 Batch 563/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8619, Loss: 0.1785 Epoch 11 Batch 564/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8597, Loss: 0.1861 Epoch 11 Batch 565/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8640, Loss: 0.1802 Epoch 11 Batch 566/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8697, Loss: 0.1786 Epoch 11 Batch 567/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8683, Loss: 0.1648 Epoch 11 Batch 568/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8615, Loss: 0.1652 Epoch 11 Batch 569/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8619, Loss: 0.1750 Epoch 11 Batch 570/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8576, Loss: 0.1732 Epoch 11 Batch 571/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8516, Loss: 0.1607 Epoch 11 Batch 572/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8523, Loss: 0.1462 Epoch 11 Batch 573/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8540, Loss: 0.1886 Epoch 11 Batch 574/1077 - Train Accuracy: 0.8491, Validation Accuracy: 0.8636, Loss: 0.1628 Epoch 11 Batch 575/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8629, Loss: 0.1589 Epoch 11 Batch 576/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8668, Loss: 0.1635 Epoch 11 Batch 577/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8686, Loss: 0.1695 Epoch 11 Batch 578/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8619, Loss: 0.1670 Epoch 11 Batch 579/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8643, Loss: 0.1609 Epoch 11 Batch 580/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8654, Loss: 0.1466 Epoch 11 Batch 581/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8679, Loss: 0.1564 Epoch 11 Batch 582/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8668, Loss: 0.1561 Epoch 11 Batch 583/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8672, Loss: 0.1861 Epoch 11 Batch 584/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8604, Loss: 0.1637 Epoch 11 Batch 585/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8558, Loss: 0.1497 Epoch 11 Batch 586/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8509, Loss: 0.1624 Epoch 11 Batch 587/1077 - Train Accuracy: 0.8657, Validation Accuracy: 0.8626, Loss: 0.1689 Epoch 11 Batch 588/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8643, Loss: 0.1568 Epoch 11 Batch 589/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.8619, Loss: 0.1651 Epoch 11 Batch 590/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8551, Loss: 0.1807 Epoch 11 Batch 591/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8612, Loss: 0.1541 Epoch 11 Batch 592/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8665, Loss: 0.1750 Epoch 11 Batch 593/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8494, Loss: 0.1765 Epoch 11 Batch 594/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8555, Loss: 0.1812 Epoch 11 Batch 595/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8569, Loss: 0.1677 Epoch 11 Batch 596/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8569, Loss: 0.1718 Epoch 11 Batch 597/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8629, Loss: 0.1701 Epoch 11 Batch 598/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8452, Loss: 0.1630 Epoch 11 Batch 599/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8562, Loss: 0.1929 Epoch 11 Batch 600/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8636, Loss: 0.1603 Epoch 11 Batch 601/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8526, Loss: 0.1603 Epoch 11 Batch 602/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8480, Loss: 0.1689 Epoch 11 Batch 603/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8544, Loss: 0.1699 Epoch 11 Batch 604/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8647, Loss: 0.1910 Epoch 11 Batch 605/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8629, Loss: 0.1783 Epoch 11 Batch 606/1077 - Train Accuracy: 0.8612, Validation Accuracy: 0.8565, Loss: 0.1500 Epoch 11 Batch 607/1077 - Train Accuracy: 0.8786, Validation Accuracy: 0.8580, Loss: 0.1636 Epoch 11 Batch 608/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8590, Loss: 0.1732 Epoch 11 Batch 609/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8594, Loss: 0.1788 Epoch 11 Batch 610/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8558, Loss: 0.1741 Epoch 11 Batch 611/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8580, Loss: 0.1765 Epoch 11 Batch 612/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8572, Loss: 0.1454 Epoch 11 Batch 613/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8516, Loss: 0.1796 Epoch 11 Batch 614/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8526, Loss: 0.1641 Epoch 11 Batch 615/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8427, Loss: 0.1617 Epoch 11 Batch 616/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8494, Loss: 0.1716 Epoch 11 Batch 617/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8519, Loss: 0.1596 Epoch 11 Batch 618/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8576, Loss: 0.1768 Epoch 11 Batch 619/1077 - Train Accuracy: 0.8614, Validation Accuracy: 0.8604, Loss: 0.1609 Epoch 11 Batch 620/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8583, Loss: 0.1538 Epoch 11 Batch 621/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8558, Loss: 0.1664 Epoch 11 Batch 622/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8526, Loss: 0.1756 Epoch 11 Batch 623/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8494, Loss: 0.1764 Epoch 11 Batch 624/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8512, Loss: 0.1547 Epoch 11 Batch 625/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8622, Loss: 0.1553 Epoch 11 Batch 626/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8608, Loss: 0.1466 Epoch 11 Batch 627/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8612, Loss: 0.1615 Epoch 11 Batch 628/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8565, Loss: 0.1697 Epoch 11 Batch 629/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8622, Loss: 0.1662 Epoch 11 Batch 630/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8604, Loss: 0.1632 Epoch 11 Batch 631/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8555, Loss: 0.1564 Epoch 11 Batch 632/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8477, Loss: 0.1709 Epoch 11 Batch 633/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8409, Loss: 0.1721 Epoch 11 Batch 634/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.8430, Loss: 0.1514 Epoch 11 Batch 635/1077 - Train Accuracy: 0.8503, Validation Accuracy: 0.8526, Loss: 0.1900 Epoch 11 Batch 636/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8569, Loss: 0.1595 Epoch 11 Batch 637/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8562, Loss: 0.1752 Epoch 11 Batch 638/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8512, Loss: 0.1526 Epoch 11 Batch 639/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8455, Loss: 0.1729 Epoch 11 Batch 640/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.8484, Loss: 0.1574 Epoch 11 Batch 641/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8583, Loss: 0.1541 Epoch 11 Batch 642/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8597, Loss: 0.1615 Epoch 11 Batch 643/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8647, Loss: 0.1405 Epoch 11 Batch 644/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8643, Loss: 0.1530 Epoch 11 Batch 645/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8608, Loss: 0.1625 Epoch 11 Batch 646/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8555, Loss: 0.1594 Epoch 11 Batch 647/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8619, Loss: 0.1684 Epoch 11 Batch 648/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8704, Loss: 0.1551 Epoch 11 Batch 649/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8647, Loss: 0.1607 Epoch 11 Batch 650/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8569, Loss: 0.1667 Epoch 11 Batch 651/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8565, Loss: 0.1530 Epoch 11 Batch 652/1077 - Train Accuracy: 0.8610, Validation Accuracy: 0.8654, Loss: 0.1749 Epoch 11 Batch 653/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8590, Loss: 0.1713 Epoch 11 Batch 654/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8551, Loss: 0.1617 Epoch 11 Batch 655/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8569, Loss: 0.1804 Epoch 11 Batch 656/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8580, Loss: 0.1703 Epoch 11 Batch 657/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.8558, Loss: 0.1823 Epoch 11 Batch 658/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8551, Loss: 0.1470 Epoch 11 Batch 659/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8462, Loss: 0.1728 Epoch 11 Batch 660/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8629, Loss: 0.1661 Epoch 11 Batch 661/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8597, Loss: 0.1573 Epoch 11 Batch 662/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8562, Loss: 0.1428 Epoch 11 Batch 663/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8590, Loss: 0.1390 Epoch 11 Batch 664/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8608, Loss: 0.1579 Epoch 11 Batch 665/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8647, Loss: 0.1570 Epoch 11 Batch 666/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8519, Loss: 0.1733 Epoch 11 Batch 667/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8675, Loss: 0.1814 Epoch 11 Batch 668/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8569, Loss: 0.1559 Epoch 11 Batch 669/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8548, Loss: 0.1598 Epoch 11 Batch 670/1077 - Train Accuracy: 0.8913, Validation Accuracy: 0.8590, Loss: 0.1537 Epoch 11 Batch 671/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8640, Loss: 0.1724 Epoch 11 Batch 672/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8636, Loss: 0.1550 Epoch 11 Batch 673/1077 - Train Accuracy: 0.8490, Validation Accuracy: 0.8576, Loss: 0.1567 Epoch 11 Batch 674/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8619, Loss: 0.1624 Epoch 11 Batch 675/1077 - Train Accuracy: 0.8798, Validation Accuracy: 0.8707, Loss: 0.1710 Epoch 11 Batch 676/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8626, Loss: 0.1645 Epoch 11 Batch 677/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8651, Loss: 0.1719 Epoch 11 Batch 678/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8636, Loss: 0.1596 Epoch 11 Batch 679/1077 - Train Accuracy: 0.8310, Validation Accuracy: 0.8654, Loss: 0.1725 Epoch 11 Batch 680/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8643, Loss: 0.1702 Epoch 11 Batch 681/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8739, Loss: 0.1634 Epoch 11 Batch 682/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8722, Loss: 0.1651 Epoch 11 Batch 683/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8580, Loss: 0.1556 Epoch 11 Batch 684/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8580, Loss: 0.1533 Epoch 11 Batch 685/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8608, Loss: 0.1689 Epoch 11 Batch 686/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8700, Loss: 0.1549 Epoch 11 Batch 687/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8654, Loss: 0.1778 Epoch 11 Batch 688/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8612, Loss: 0.1524 Epoch 11 Batch 689/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8619, Loss: 0.1524 Epoch 11 Batch 690/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8572, Loss: 0.1609 Epoch 11 Batch 691/1077 - Train Accuracy: 0.8544, Validation Accuracy: 0.8569, Loss: 0.1822 Epoch 11 Batch 692/1077 - Train Accuracy: 0.8579, Validation Accuracy: 0.8640, Loss: 0.1527 Epoch 11 Batch 693/1077 - Train Accuracy: 0.8372, Validation Accuracy: 0.8569, Loss: 0.2008 Epoch 11 Batch 694/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8629, Loss: 0.1607 Epoch 11 Batch 695/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8722, Loss: 0.1526 Epoch 11 Batch 696/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8562, Loss: 0.1787 Epoch 11 Batch 697/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8558, Loss: 0.1583 Epoch 11 Batch 698/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8629, Loss: 0.1531 Epoch 11 Batch 699/1077 - Train Accuracy: 0.8651, Validation Accuracy: 0.8572, Loss: 0.1609 Epoch 11 Batch 700/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8683, Loss: 0.1552 Epoch 11 Batch 701/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8679, Loss: 0.1731 Epoch 11 Batch 702/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8615, Loss: 0.1736 Epoch 11 Batch 703/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8558, Loss: 0.1697 Epoch 11 Batch 704/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8505, Loss: 0.1774 Epoch 11 Batch 705/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8455, Loss: 0.1797 Epoch 11 Batch 706/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8540, Loss: 0.1786 Epoch 11 Batch 707/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8530, Loss: 0.1645 Epoch 11 Batch 708/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8537, Loss: 0.1624 Epoch 11 Batch 709/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8576, Loss: 0.1936 Epoch 11 Batch 710/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8587, Loss: 0.1578 Epoch 11 Batch 711/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8690, Loss: 0.1898 Epoch 11 Batch 712/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8612, Loss: 0.1520 Epoch 11 Batch 713/1077 - Train Accuracy: 0.8622, Validation Accuracy: 0.8523, Loss: 0.1533 Epoch 11 Batch 714/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8356, Loss: 0.1803 Epoch 11 Batch 715/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8295, Loss: 0.1825 Epoch 11 Batch 716/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8509, Loss: 0.1509 Epoch 11 Batch 717/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8512, Loss: 0.1549 Epoch 11 Batch 718/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8459, Loss: 0.1787 Epoch 11 Batch 719/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8526, Loss: 0.1671 Epoch 11 Batch 720/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8565, Loss: 0.1751 Epoch 11 Batch 721/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8484, Loss: 0.1739 Epoch 11 Batch 722/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8526, Loss: 0.1546 Epoch 11 Batch 723/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8555, Loss: 0.1669 Epoch 11 Batch 724/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8540, Loss: 0.1784 Epoch 11 Batch 725/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8505, Loss: 0.1529 Epoch 11 Batch 726/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8473, Loss: 0.1497 Epoch 11 Batch 727/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8427, Loss: 0.1513 Epoch 11 Batch 728/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8562, Loss: 0.1760 Epoch 11 Batch 729/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8572, Loss: 0.1748 Epoch 11 Batch 730/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8572, Loss: 0.1782 Epoch 11 Batch 731/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.8540, Loss: 0.1676 Epoch 11 Batch 732/1077 - Train Accuracy: 0.8314, Validation Accuracy: 0.8526, Loss: 0.1726 Epoch 11 Batch 733/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8494, Loss: 0.1743 Epoch 11 Batch 734/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8430, Loss: 0.1766 Epoch 11 Batch 735/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8601, Loss: 0.1641 Epoch 11 Batch 736/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8683, Loss: 0.1584 Epoch 11 Batch 737/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8658, Loss: 0.1725 Epoch 11 Batch 738/1077 - Train Accuracy: 0.8763, Validation Accuracy: 0.8640, Loss: 0.1433 Epoch 11 Batch 739/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8636, Loss: 0.1508 Epoch 11 Batch 740/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8725, Loss: 0.1475 Epoch 11 Batch 741/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8654, Loss: 0.1722 Epoch 11 Batch 742/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8714, Loss: 0.1550 Epoch 11 Batch 743/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8700, Loss: 0.1657 Epoch 11 Batch 744/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8707, Loss: 0.1489 Epoch 11 Batch 745/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8661, Loss: 0.1613 Epoch 11 Batch 746/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8572, Loss: 0.1542 Epoch 11 Batch 747/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8487, Loss: 0.1377 Epoch 11 Batch 748/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8597, Loss: 0.1518 Epoch 11 Batch 749/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8558, Loss: 0.1720 Epoch 11 Batch 750/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8604, Loss: 0.1633 Epoch 11 Batch 751/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8551, Loss: 0.1543 Epoch 11 Batch 752/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8402, Loss: 0.1497 Epoch 11 Batch 753/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8427, Loss: 0.1454 Epoch 11 Batch 754/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8530, Loss: 0.1750 Epoch 11 Batch 755/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8473, Loss: 0.1619 Epoch 11 Batch 756/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8509, Loss: 0.1606 Epoch 11 Batch 757/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8498, Loss: 0.1675 Epoch 11 Batch 758/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8466, Loss: 0.1464 Epoch 11 Batch 759/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8505, Loss: 0.1420 Epoch 11 Batch 760/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8594, Loss: 0.1711 Epoch 11 Batch 761/1077 - Train Accuracy: 0.8339, Validation Accuracy: 0.8572, Loss: 0.1660 Epoch 11 Batch 762/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8555, Loss: 0.1498 Epoch 11 Batch 763/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8601, Loss: 0.1526 Epoch 11 Batch 764/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8615, Loss: 0.1580 Epoch 11 Batch 765/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8615, Loss: 0.1594 Epoch 11 Batch 766/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8562, Loss: 0.1693 Epoch 11 Batch 767/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8501, Loss: 0.1637 Epoch 11 Batch 768/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8477, Loss: 0.1646 Epoch 11 Batch 769/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8675, Loss: 0.1601 Epoch 11 Batch 770/1077 - Train Accuracy: 0.8315, Validation Accuracy: 0.8626, Loss: 0.1529 Epoch 11 Batch 771/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8647, Loss: 0.1613 Epoch 11 Batch 772/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8594, Loss: 0.1586 Epoch 11 Batch 773/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8533, Loss: 0.1495 Epoch 11 Batch 774/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8509, Loss: 0.1695 Epoch 11 Batch 775/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8523, Loss: 0.1561 Epoch 11 Batch 776/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8562, Loss: 0.1524 Epoch 11 Batch 777/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8438, Loss: 0.1652 Epoch 11 Batch 778/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8569, Loss: 0.1487 Epoch 11 Batch 779/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8512, Loss: 0.1567 Epoch 11 Batch 780/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8540, Loss: 0.1780 Epoch 11 Batch 781/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8530, Loss: 0.1427 Epoch 11 Batch 782/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8555, Loss: 0.1517 Epoch 11 Batch 783/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8494, Loss: 0.1666 Epoch 11 Batch 784/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8533, Loss: 0.1443 Epoch 11 Batch 785/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8519, Loss: 0.1480 Epoch 11 Batch 786/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8604, Loss: 0.1681 Epoch 11 Batch 787/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8679, Loss: 0.1408 Epoch 11 Batch 788/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8622, Loss: 0.1547 Epoch 11 Batch 789/1077 - Train Accuracy: 0.8462, Validation Accuracy: 0.8604, Loss: 0.1630 Epoch 11 Batch 790/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8548, Loss: 0.1812 Epoch 11 Batch 791/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8594, Loss: 0.1802 Epoch 11 Batch 792/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8615, Loss: 0.1756 Epoch 11 Batch 793/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8615, Loss: 0.1604 Epoch 11 Batch 794/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8675, Loss: 0.1526 Epoch 11 Batch 795/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8654, Loss: 0.1652 Epoch 11 Batch 796/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8544, Loss: 0.1601 Epoch 11 Batch 797/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8587, Loss: 0.1583 Epoch 11 Batch 798/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8636, Loss: 0.1612 Epoch 11 Batch 799/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8533, Loss: 0.1880 Epoch 11 Batch 800/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8501, Loss: 0.1592 Epoch 11 Batch 801/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8633, Loss: 0.1617 Epoch 11 Batch 802/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8576, Loss: 0.1699 Epoch 11 Batch 803/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8601, Loss: 0.1591 Epoch 11 Batch 804/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8619, Loss: 0.1588 Epoch 11 Batch 805/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8707, Loss: 0.1636 Epoch 11 Batch 806/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8633, Loss: 0.1553 Epoch 11 Batch 807/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8608, Loss: 0.1404 Epoch 11 Batch 808/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8565, Loss: 0.1815 Epoch 11 Batch 809/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8551, Loss: 0.1821 Epoch 11 Batch 810/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8555, Loss: 0.1478 Epoch 11 Batch 811/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8530, Loss: 0.1560 Epoch 11 Batch 812/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8558, Loss: 0.1642 Epoch 11 Batch 813/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8537, Loss: 0.1561 Epoch 11 Batch 814/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8530, Loss: 0.1761 Epoch 11 Batch 815/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8565, Loss: 0.1481 Epoch 11 Batch 816/1077 - Train Accuracy: 0.8877, Validation Accuracy: 0.8633, Loss: 0.1625 Epoch 11 Batch 817/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8647, Loss: 0.1760 Epoch 11 Batch 818/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8569, Loss: 0.1615 Epoch 11 Batch 819/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8629, Loss: 0.1569 Epoch 11 Batch 820/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8693, Loss: 0.1735 Epoch 11 Batch 821/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8668, Loss: 0.1530 Epoch 11 Batch 822/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8643, Loss: 0.1584 Epoch 11 Batch 823/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8651, Loss: 0.1562 Epoch 11 Batch 824/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8704, Loss: 0.1614 Epoch 11 Batch 825/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8562, Loss: 0.1510 Epoch 11 Batch 826/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8558, Loss: 0.1477 Epoch 11 Batch 827/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8608, Loss: 0.1616 Epoch 11 Batch 828/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8704, Loss: 0.1571 Epoch 11 Batch 829/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8690, Loss: 0.1779 Epoch 11 Batch 830/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8704, Loss: 0.1580 Epoch 11 Batch 831/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8661, Loss: 0.1628 Epoch 11 Batch 832/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8711, Loss: 0.1626 Epoch 11 Batch 833/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8675, Loss: 0.1646 Epoch 11 Batch 834/1077 - Train Accuracy: 0.8825, Validation Accuracy: 0.8661, Loss: 0.1651 Epoch 11 Batch 835/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8636, Loss: 0.1590 Epoch 11 Batch 836/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8572, Loss: 0.1619 Epoch 11 Batch 837/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8558, Loss: 0.1707 Epoch 11 Batch 838/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8555, Loss: 0.1513 Epoch 11 Batch 839/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8533, Loss: 0.1505 Epoch 11 Batch 840/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8516, Loss: 0.1560 Epoch 11 Batch 841/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8587, Loss: 0.1701 Epoch 11 Batch 842/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8597, Loss: 0.1439 Epoch 11 Batch 843/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8619, Loss: 0.1461 Epoch 11 Batch 844/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8654, Loss: 0.1561 Epoch 11 Batch 845/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8661, Loss: 0.1597 Epoch 11 Batch 846/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8714, Loss: 0.1700 Epoch 11 Batch 847/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8665, Loss: 0.1621 Epoch 11 Batch 848/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8587, Loss: 0.1491 Epoch 11 Batch 849/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8558, Loss: 0.1450 Epoch 11 Batch 850/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8487, Loss: 0.1870 Epoch 11 Batch 851/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8576, Loss: 0.1588 Epoch 11 Batch 852/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8654, Loss: 0.1697 Epoch 11 Batch 853/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8718, Loss: 0.1469 Epoch 11 Batch 854/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8658, Loss: 0.1692 Epoch 11 Batch 855/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8643, Loss: 0.1716 Epoch 11 Batch 856/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8700, Loss: 0.1657 Epoch 11 Batch 857/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8654, Loss: 0.1496 Epoch 11 Batch 858/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8626, Loss: 0.1550 Epoch 11 Batch 859/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8626, Loss: 0.1595 Epoch 11 Batch 860/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8629, Loss: 0.1573 Epoch 11 Batch 861/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8686, Loss: 0.1561 Epoch 11 Batch 862/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8707, Loss: 0.1606 Epoch 11 Batch 863/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8651, Loss: 0.1434 Epoch 11 Batch 864/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8612, Loss: 0.1596 Epoch 11 Batch 865/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8665, Loss: 0.1511 Epoch 11 Batch 866/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8654, Loss: 0.1594 Epoch 11 Batch 867/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8651, Loss: 0.2052 Epoch 11 Batch 868/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8651, Loss: 0.1547 Epoch 11 Batch 869/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8597, Loss: 0.1634 Epoch 11 Batch 870/1077 - Train Accuracy: 0.8380, Validation Accuracy: 0.8551, Loss: 0.1681 Epoch 11 Batch 871/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8548, Loss: 0.1567 Epoch 11 Batch 872/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8548, Loss: 0.1481 Epoch 11 Batch 873/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8509, Loss: 0.1590 Epoch 11 Batch 874/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8491, Loss: 0.1618 Epoch 11 Batch 875/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8516, Loss: 0.1609 Epoch 11 Batch 876/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8636, Loss: 0.1514 Epoch 11 Batch 877/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8572, Loss: 0.1411 Epoch 11 Batch 878/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8576, Loss: 0.1494 Epoch 11 Batch 879/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8594, Loss: 0.1438 Epoch 11 Batch 880/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8629, Loss: 0.1589 Epoch 11 Batch 881/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8619, Loss: 0.1663 Epoch 11 Batch 882/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8537, Loss: 0.1858 Epoch 11 Batch 883/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8512, Loss: 0.1969 Epoch 11 Batch 884/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8587, Loss: 0.1488 Epoch 11 Batch 885/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8622, Loss: 0.1268 Epoch 11 Batch 886/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8651, Loss: 0.1530 Epoch 11 Batch 887/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8565, Loss: 0.1706 Epoch 11 Batch 888/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8366, Loss: 0.1692 Epoch 11 Batch 889/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8402, Loss: 0.1738 Epoch 11 Batch 890/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8540, Loss: 0.1516 Epoch 11 Batch 891/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.8590, Loss: 0.1610 Epoch 11 Batch 892/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8615, Loss: 0.1462 Epoch 11 Batch 893/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8473, Loss: 0.1766 Epoch 11 Batch 894/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8487, Loss: 0.1440 Epoch 11 Batch 895/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8487, Loss: 0.1651 Epoch 11 Batch 896/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8505, Loss: 0.1751 Epoch 11 Batch 897/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8590, Loss: 0.1465 Epoch 11 Batch 898/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8548, Loss: 0.1425 Epoch 11 Batch 899/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8612, Loss: 0.1755 Epoch 11 Batch 900/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8665, Loss: 0.1599 Epoch 11 Batch 901/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8601, Loss: 0.1748 Epoch 11 Batch 902/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8658, Loss: 0.1690 Epoch 11 Batch 903/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8725, Loss: 0.1523 Epoch 11 Batch 904/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8643, Loss: 0.1472 Epoch 11 Batch 905/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8654, Loss: 0.1447 Epoch 11 Batch 906/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8612, Loss: 0.1359 Epoch 11 Batch 907/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8544, Loss: 0.1552 Epoch 11 Batch 908/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8452, Loss: 0.1680 Epoch 11 Batch 909/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8647, Loss: 0.1663 Epoch 11 Batch 910/1077 - Train Accuracy: 0.8642, Validation Accuracy: 0.8700, Loss: 0.1629 Epoch 11 Batch 911/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8612, Loss: 0.1657 Epoch 11 Batch 912/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8615, Loss: 0.1573 Epoch 11 Batch 913/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8608, Loss: 0.1766 Epoch 11 Batch 914/1077 - Train Accuracy: 0.8893, Validation Accuracy: 0.8707, Loss: 0.1739 Epoch 11 Batch 915/1077 - Train Accuracy: 0.8524, Validation Accuracy: 0.8736, Loss: 0.1693 Epoch 11 Batch 916/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8761, Loss: 0.1636 Epoch 11 Batch 917/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8679, Loss: 0.1492 Epoch 11 Batch 918/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8619, Loss: 0.1510 Epoch 11 Batch 919/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8722, Loss: 0.1453 Epoch 11 Batch 920/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8693, Loss: 0.1714 Epoch 11 Batch 921/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8711, Loss: 0.1593 Epoch 11 Batch 922/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8665, Loss: 0.1499 Epoch 11 Batch 923/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8619, Loss: 0.1643 Epoch 11 Batch 924/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8675, Loss: 0.1730 Epoch 11 Batch 925/1077 - Train Accuracy: 0.8728, Validation Accuracy: 0.8661, Loss: 0.1550 Epoch 11 Batch 926/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8683, Loss: 0.1639 Epoch 11 Batch 927/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8675, Loss: 0.1630 Epoch 11 Batch 928/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8725, Loss: 0.1602 Epoch 11 Batch 929/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8679, Loss: 0.1630 Epoch 11 Batch 930/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8754, Loss: 0.1424 Epoch 11 Batch 931/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8771, Loss: 0.1645 Epoch 11 Batch 932/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8686, Loss: 0.1694 Epoch 11 Batch 933/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8700, Loss: 0.1549 Epoch 11 Batch 934/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8711, Loss: 0.1568 Epoch 11 Batch 935/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8651, Loss: 0.1659 Epoch 11 Batch 936/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8590, Loss: 0.1676 Epoch 11 Batch 937/1077 - Train Accuracy: 0.8877, Validation Accuracy: 0.8597, Loss: 0.1794 Epoch 11 Batch 938/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8658, Loss: 0.1622 Epoch 11 Batch 939/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8711, Loss: 0.1596 Epoch 11 Batch 940/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8700, Loss: 0.1521 Epoch 11 Batch 941/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8718, Loss: 0.1444 Epoch 11 Batch 942/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8725, Loss: 0.1685 Epoch 11 Batch 943/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8658, Loss: 0.1581 Epoch 11 Batch 944/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8622, Loss: 0.1451 Epoch 11 Batch 945/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8675, Loss: 0.1439 Epoch 11 Batch 946/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8615, Loss: 0.1420 Epoch 11 Batch 947/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8661, Loss: 0.1745 Epoch 11 Batch 948/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8693, Loss: 0.1517 Epoch 11 Batch 949/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8725, Loss: 0.1366 Epoch 11 Batch 950/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8661, Loss: 0.1414 Epoch 11 Batch 951/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8661, Loss: 0.1608 Epoch 11 Batch 952/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8629, Loss: 0.1496 Epoch 11 Batch 953/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.8629, Loss: 0.1532 Epoch 11 Batch 954/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8601, Loss: 0.1669 Epoch 11 Batch 955/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8587, Loss: 0.1585 Epoch 11 Batch 956/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8580, Loss: 0.1589 Epoch 11 Batch 957/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8647, Loss: 0.1418 Epoch 11 Batch 958/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8690, Loss: 0.1645 Epoch 11 Batch 959/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8661, Loss: 0.1589 Epoch 11 Batch 960/1077 - Train Accuracy: 0.8780, Validation Accuracy: 0.8640, Loss: 0.1530 Epoch 11 Batch 961/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8636, Loss: 0.1565 Epoch 11 Batch 962/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8562, Loss: 0.1461 Epoch 11 Batch 963/1077 - Train Accuracy: 0.8759, Validation Accuracy: 0.8555, Loss: 0.1750 Epoch 11 Batch 964/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8555, Loss: 0.1442 Epoch 11 Batch 965/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8555, Loss: 0.1652 Epoch 11 Batch 966/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8519, Loss: 0.1295 Epoch 11 Batch 967/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8548, Loss: 0.1542 Epoch 11 Batch 968/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8491, Loss: 0.1714 Epoch 11 Batch 969/1077 - Train Accuracy: 0.8765, Validation Accuracy: 0.8548, Loss: 0.1663 Epoch 11 Batch 970/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8530, Loss: 0.1646 Epoch 11 Batch 971/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8640, Loss: 0.1578 Epoch 11 Batch 972/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8558, Loss: 0.1505 Epoch 11 Batch 973/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8540, Loss: 0.1358 Epoch 11 Batch 974/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8512, Loss: 0.1537 Epoch 11 Batch 975/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8526, Loss: 0.1509 Epoch 11 Batch 976/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8626, Loss: 0.1461 Epoch 11 Batch 977/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8661, Loss: 0.1400 Epoch 11 Batch 978/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8651, Loss: 0.1571 Epoch 11 Batch 979/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8704, Loss: 0.1626 Epoch 11 Batch 980/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8558, Loss: 0.1717 Epoch 11 Batch 981/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8658, Loss: 0.1596 Epoch 11 Batch 982/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8661, Loss: 0.1534 Epoch 11 Batch 983/1077 - Train Accuracy: 0.8536, Validation Accuracy: 0.8690, Loss: 0.1701 Epoch 11 Batch 984/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8768, Loss: 0.1662 Epoch 11 Batch 985/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8754, Loss: 0.1485 Epoch 11 Batch 986/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8626, Loss: 0.1451 Epoch 11 Batch 987/1077 - Train Accuracy: 0.8579, Validation Accuracy: 0.8615, Loss: 0.1467 Epoch 11 Batch 988/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8651, Loss: 0.1515 Epoch 11 Batch 989/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8764, Loss: 0.1719 Epoch 11 Batch 990/1077 - Train Accuracy: 0.8450, Validation Accuracy: 0.8615, Loss: 0.1756 Epoch 11 Batch 991/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8572, Loss: 0.1552 Epoch 11 Batch 992/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8643, Loss: 0.1598 Epoch 11 Batch 993/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8629, Loss: 0.1376 Epoch 11 Batch 994/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8636, Loss: 0.1464 Epoch 11 Batch 995/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8651, Loss: 0.1455 Epoch 11 Batch 996/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8672, Loss: 0.1534 Epoch 11 Batch 997/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8672, Loss: 0.1600 Epoch 11 Batch 998/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8629, Loss: 0.1450 Epoch 11 Batch 999/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8683, Loss: 0.1577 Epoch 11 Batch 1000/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8654, Loss: 0.1458 Epoch 11 Batch 1001/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8647, Loss: 0.1327 Epoch 11 Batch 1002/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8718, Loss: 0.1426 Epoch 11 Batch 1003/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8714, Loss: 0.1427 Epoch 11 Batch 1004/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8700, Loss: 0.1562 Epoch 11 Batch 1005/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8686, Loss: 0.1587 Epoch 11 Batch 1006/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8697, Loss: 0.1417 Epoch 11 Batch 1007/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8675, Loss: 0.1348 Epoch 11 Batch 1008/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8658, Loss: 0.1574 Epoch 11 Batch 1009/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8679, Loss: 0.1363 Epoch 11 Batch 1010/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8704, Loss: 0.1530 Epoch 11 Batch 1011/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8622, Loss: 0.1537 Epoch 11 Batch 1012/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8601, Loss: 0.1391 Epoch 11 Batch 1013/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8583, Loss: 0.1349 Epoch 11 Batch 1014/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8594, Loss: 0.1562 Epoch 11 Batch 1015/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8572, Loss: 0.1716 Epoch 11 Batch 1016/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8572, Loss: 0.1706 Epoch 11 Batch 1017/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8580, Loss: 0.1532 Epoch 11 Batch 1018/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8622, Loss: 0.1612 Epoch 11 Batch 1019/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8668, Loss: 0.1742 Epoch 11 Batch 1020/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8636, Loss: 0.1481 Epoch 11 Batch 1021/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8643, Loss: 0.1702 Epoch 11 Batch 1022/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8647, Loss: 0.1470 Epoch 11 Batch 1023/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8679, Loss: 0.1474 Epoch 11 Batch 1024/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8690, Loss: 0.1563 Epoch 11 Batch 1025/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8668, Loss: 0.1518 Epoch 11 Batch 1026/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8565, Loss: 0.1508 Epoch 11 Batch 1027/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8601, Loss: 0.1585 Epoch 11 Batch 1028/1077 - Train Accuracy: 0.8274, Validation Accuracy: 0.8612, Loss: 0.1639 Epoch 11 Batch 1029/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8608, Loss: 0.1460 Epoch 11 Batch 1030/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8583, Loss: 0.1522 Epoch 11 Batch 1031/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8576, Loss: 0.1717 Epoch 11 Batch 1032/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8686, Loss: 0.1689 Epoch 11 Batch 1033/1077 - Train Accuracy: 0.8478, Validation Accuracy: 0.8612, Loss: 0.1510 Epoch 11 Batch 1034/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8551, Loss: 0.1621 Epoch 11 Batch 1035/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8512, Loss: 0.1307 Epoch 11 Batch 1036/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8583, Loss: 0.1780 Epoch 11 Batch 1037/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8562, Loss: 0.1579 Epoch 11 Batch 1038/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8604, Loss: 0.1625 Epoch 11 Batch 1039/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8487, Loss: 0.1469 Epoch 11 Batch 1040/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8562, Loss: 0.1530 Epoch 11 Batch 1041/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8622, Loss: 0.1633 Epoch 11 Batch 1042/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8619, Loss: 0.1497 Epoch 11 Batch 1043/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8587, Loss: 0.1764 Epoch 11 Batch 1044/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8686, Loss: 0.1506 Epoch 11 Batch 1045/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8739, Loss: 0.1582 Epoch 11 Batch 1046/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8757, Loss: 0.1397 Epoch 11 Batch 1047/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8732, Loss: 0.1415 Epoch 11 Batch 1048/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8729, Loss: 0.1561 Epoch 11 Batch 1049/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8778, Loss: 0.1591 Epoch 11 Batch 1050/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8768, Loss: 0.1530 Epoch 11 Batch 1051/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8757, Loss: 0.1470 Epoch 11 Batch 1052/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8817, Loss: 0.1459 Epoch 11 Batch 1053/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8771, Loss: 0.1537 Epoch 11 Batch 1054/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8651, Loss: 0.1456 Epoch 11 Batch 1055/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8565, Loss: 0.2022 Epoch 11 Batch 1056/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8562, Loss: 0.1576 Epoch 11 Batch 1057/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8633, Loss: 0.1714 Epoch 11 Batch 1058/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8633, Loss: 0.1746 Epoch 11 Batch 1059/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8693, Loss: 0.1872 Epoch 11 Batch 1060/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8519, Loss: 0.1398 Epoch 11 Batch 1061/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8558, Loss: 0.1713 Epoch 11 Batch 1062/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8576, Loss: 0.1759 Epoch 11 Batch 1063/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8583, Loss: 0.1599 Epoch 11 Batch 1064/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8576, Loss: 0.1524 Epoch 11 Batch 1065/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8580, Loss: 0.1615 Epoch 11 Batch 1066/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8651, Loss: 0.1470 Epoch 11 Batch 1067/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8647, Loss: 0.1610 Epoch 11 Batch 1068/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8732, Loss: 0.1482 Epoch 11 Batch 1069/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8743, Loss: 0.1494 Epoch 11 Batch 1070/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8697, Loss: 0.1577 Epoch 11 Batch 1071/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8700, Loss: 0.1511 Epoch 11 Batch 1072/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8661, Loss: 0.1514 Epoch 11 Batch 1073/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8629, Loss: 0.1669 Epoch 11 Batch 1074/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8633, Loss: 0.1701 Epoch 11 Batch 1075/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8576, Loss: 0.1664 Epoch 12 Batch 1/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8576, Loss: 0.1391 Epoch 12 Batch 2/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8629, Loss: 0.1570 Epoch 12 Batch 3/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8565, Loss: 0.1519 Epoch 12 Batch 4/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8459, Loss: 0.1539 Epoch 12 Batch 5/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8459, Loss: 0.1667 Epoch 12 Batch 6/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8427, Loss: 0.1512 Epoch 12 Batch 7/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8466, Loss: 0.1419 Epoch 12 Batch 8/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8604, Loss: 0.1396 Epoch 12 Batch 9/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8562, Loss: 0.1539 Epoch 12 Batch 10/1077 - Train Accuracy: 0.8569, Validation Accuracy: 0.8569, Loss: 0.1490 Epoch 12 Batch 11/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8587, Loss: 0.1598 Epoch 12 Batch 12/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8533, Loss: 0.1588 Epoch 12 Batch 13/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8491, Loss: 0.1717 Epoch 12 Batch 14/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8498, Loss: 0.1313 Epoch 12 Batch 15/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8576, Loss: 0.1410 Epoch 12 Batch 16/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8562, Loss: 0.1492 Epoch 12 Batch 17/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8604, Loss: 0.1504 Epoch 12 Batch 18/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8594, Loss: 0.1506 Epoch 12 Batch 19/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8590, Loss: 0.1474 Epoch 12 Batch 20/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8633, Loss: 0.1444 Epoch 12 Batch 21/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8633, Loss: 0.1669 Epoch 12 Batch 22/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8640, Loss: 0.1664 Epoch 12 Batch 23/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8622, Loss: 0.1491 Epoch 12 Batch 24/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8672, Loss: 0.1444 Epoch 12 Batch 25/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8643, Loss: 0.1457 Epoch 12 Batch 26/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8597, Loss: 0.1683 Epoch 12 Batch 27/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8672, Loss: 0.1311 Epoch 12 Batch 28/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8622, Loss: 0.1483 Epoch 12 Batch 29/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8619, Loss: 0.1658 Epoch 12 Batch 30/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8580, Loss: 0.1484 Epoch 12 Batch 31/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8519, Loss: 0.1548 Epoch 12 Batch 32/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8523, Loss: 0.1339 Epoch 12 Batch 33/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8565, Loss: 0.1399 Epoch 12 Batch 34/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8714, Loss: 0.1607 Epoch 12 Batch 35/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8619, Loss: 0.1485 Epoch 12 Batch 36/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8626, Loss: 0.1585 Epoch 12 Batch 37/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8636, Loss: 0.1480 Epoch 12 Batch 38/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8633, Loss: 0.1817 Epoch 12 Batch 39/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8601, Loss: 0.1701 Epoch 12 Batch 40/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8555, Loss: 0.1517 Epoch 12 Batch 41/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8551, Loss: 0.1492 Epoch 12 Batch 42/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8572, Loss: 0.1574 Epoch 12 Batch 43/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8590, Loss: 0.1456 Epoch 12 Batch 44/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8604, Loss: 0.1459 Epoch 12 Batch 45/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8590, Loss: 0.1502 Epoch 12 Batch 46/1077 - Train Accuracy: 0.8446, Validation Accuracy: 0.8565, Loss: 0.1675 Epoch 12 Batch 47/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8626, Loss: 0.1454 Epoch 12 Batch 48/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8647, Loss: 0.1640 Epoch 12 Batch 49/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8633, Loss: 0.1543 Epoch 12 Batch 50/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8640, Loss: 0.1435 Epoch 12 Batch 51/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8601, Loss: 0.1506 Epoch 12 Batch 52/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8604, Loss: 0.1606 Epoch 12 Batch 53/1077 - Train Accuracy: 0.8606, Validation Accuracy: 0.8594, Loss: 0.1480 Epoch 12 Batch 54/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8633, Loss: 0.1845 Epoch 12 Batch 55/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8622, Loss: 0.1370 Epoch 12 Batch 56/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8633, Loss: 0.1398 Epoch 12 Batch 57/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8629, Loss: 0.1504 Epoch 12 Batch 58/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8608, Loss: 0.1381 Epoch 12 Batch 59/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8551, Loss: 0.1524 Epoch 12 Batch 60/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8558, Loss: 0.1407 Epoch 12 Batch 61/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8537, Loss: 0.1614 Epoch 12 Batch 62/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8558, Loss: 0.1636 Epoch 12 Batch 63/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8597, Loss: 0.1345 Epoch 12 Batch 64/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8626, Loss: 0.1384 Epoch 12 Batch 65/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8668, Loss: 0.1493 Epoch 12 Batch 66/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8647, Loss: 0.1315 Epoch 12 Batch 67/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8675, Loss: 0.1422 Epoch 12 Batch 68/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8690, Loss: 0.1534 Epoch 12 Batch 69/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8622, Loss: 0.1682 Epoch 12 Batch 70/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8604, Loss: 0.1684 Epoch 12 Batch 71/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8562, Loss: 0.1238 Epoch 12 Batch 72/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8569, Loss: 0.1532 Epoch 12 Batch 73/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8580, Loss: 0.1557 Epoch 12 Batch 74/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8512, Loss: 0.1325 Epoch 12 Batch 75/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8498, Loss: 0.1772 Epoch 12 Batch 76/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8594, Loss: 0.1342 Epoch 12 Batch 77/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8619, Loss: 0.1512 Epoch 12 Batch 78/1077 - Train Accuracy: 0.8429, Validation Accuracy: 0.8658, Loss: 0.1567 Epoch 12 Batch 79/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8690, Loss: 0.1468 Epoch 12 Batch 80/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8658, Loss: 0.1492 Epoch 12 Batch 81/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8658, Loss: 0.1317 Epoch 12 Batch 82/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8604, Loss: 0.1384 Epoch 12 Batch 83/1077 - Train Accuracy: 0.8729, Validation Accuracy: 0.8629, Loss: 0.1495 Epoch 12 Batch 84/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8619, Loss: 0.1496 Epoch 12 Batch 85/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8711, Loss: 0.1445 Epoch 12 Batch 86/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8725, Loss: 0.1452 Epoch 12 Batch 87/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8700, Loss: 0.1747 Epoch 12 Batch 88/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8629, Loss: 0.1589 Epoch 12 Batch 89/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8594, Loss: 0.1640 Epoch 12 Batch 90/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8604, Loss: 0.1561 Epoch 12 Batch 91/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8629, Loss: 0.1298 Epoch 12 Batch 92/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8658, Loss: 0.1575 Epoch 12 Batch 93/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8668, Loss: 0.1528 Epoch 12 Batch 94/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8658, Loss: 0.1341 Epoch 12 Batch 95/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8665, Loss: 0.1583 Epoch 12 Batch 96/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8636, Loss: 0.1558 Epoch 12 Batch 97/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8658, Loss: 0.1410 Epoch 12 Batch 98/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8654, Loss: 0.1448 Epoch 12 Batch 99/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8643, Loss: 0.1592 Epoch 12 Batch 100/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8562, Loss: 0.1397 Epoch 12 Batch 101/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8548, Loss: 0.1504 Epoch 12 Batch 102/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8640, Loss: 0.1443 Epoch 12 Batch 103/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.8604, Loss: 0.1737 Epoch 12 Batch 104/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8626, Loss: 0.1605 Epoch 12 Batch 105/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8704, Loss: 0.1517 Epoch 12 Batch 106/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8683, Loss: 0.1578 Epoch 12 Batch 107/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8658, Loss: 0.1482 Epoch 12 Batch 108/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8704, Loss: 0.1359 Epoch 12 Batch 109/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8661, Loss: 0.1442 Epoch 12 Batch 110/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8604, Loss: 0.1368 Epoch 12 Batch 111/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8540, Loss: 0.1486 Epoch 12 Batch 112/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8590, Loss: 0.1480 Epoch 12 Batch 113/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8693, Loss: 0.1614 Epoch 12 Batch 114/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8612, Loss: 0.1346 Epoch 12 Batch 115/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8583, Loss: 0.1614 Epoch 12 Batch 116/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8640, Loss: 0.1764 Epoch 12 Batch 117/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8672, Loss: 0.1604 Epoch 12 Batch 118/1077 - Train Accuracy: 0.8302, Validation Accuracy: 0.8633, Loss: 0.1662 Epoch 12 Batch 119/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8707, Loss: 0.1527 Epoch 12 Batch 120/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8629, Loss: 0.1629 Epoch 12 Batch 121/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8746, Loss: 0.1542 Epoch 12 Batch 122/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8743, Loss: 0.1392 Epoch 12 Batch 123/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8711, Loss: 0.1304 Epoch 12 Batch 124/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8665, Loss: 0.1632 Epoch 12 Batch 125/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8643, Loss: 0.1526 Epoch 12 Batch 126/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8683, Loss: 0.1419 Epoch 12 Batch 127/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8672, Loss: 0.1369 Epoch 12 Batch 128/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8622, Loss: 0.1404 Epoch 12 Batch 129/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8587, Loss: 0.1487 Epoch 12 Batch 130/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8558, Loss: 0.1343 Epoch 12 Batch 131/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8480, Loss: 0.1419 Epoch 12 Batch 132/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8583, Loss: 0.1538 Epoch 12 Batch 133/1077 - Train Accuracy: 0.8417, Validation Accuracy: 0.8626, Loss: 0.1531 Epoch 12 Batch 134/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8608, Loss: 0.1345 Epoch 12 Batch 135/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8601, Loss: 0.1439 Epoch 12 Batch 136/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8661, Loss: 0.1248 Epoch 12 Batch 137/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8640, Loss: 0.1386 Epoch 12 Batch 138/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8533, Loss: 0.1487 Epoch 12 Batch 139/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8601, Loss: 0.1569 Epoch 12 Batch 140/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8523, Loss: 0.1518 Epoch 12 Batch 141/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8530, Loss: 0.1478 Epoch 12 Batch 142/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8665, Loss: 0.1357 Epoch 12 Batch 143/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8647, Loss: 0.1542 Epoch 12 Batch 144/1077 - Train Accuracy: 0.8614, Validation Accuracy: 0.8626, Loss: 0.1727 Epoch 12 Batch 145/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8576, Loss: 0.1531 Epoch 12 Batch 146/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8633, Loss: 0.1793 Epoch 12 Batch 147/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8576, Loss: 0.1556 Epoch 12 Batch 148/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8654, Loss: 0.1521 Epoch 12 Batch 149/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8640, Loss: 0.1513 Epoch 12 Batch 150/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8583, Loss: 0.1509 Epoch 12 Batch 151/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.8576, Loss: 0.1383 Epoch 12 Batch 152/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8594, Loss: 0.1607 Epoch 12 Batch 153/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8612, Loss: 0.1552 Epoch 12 Batch 154/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8622, Loss: 0.1549 Epoch 12 Batch 155/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8608, Loss: 0.1487 Epoch 12 Batch 156/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8629, Loss: 0.1409 Epoch 12 Batch 157/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8569, Loss: 0.1493 Epoch 12 Batch 158/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8548, Loss: 0.1559 Epoch 12 Batch 159/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8583, Loss: 0.1413 Epoch 12 Batch 160/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8587, Loss: 0.1433 Epoch 12 Batch 161/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8640, Loss: 0.1389 Epoch 12 Batch 162/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8647, Loss: 0.1784 Epoch 12 Batch 163/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8757, Loss: 0.1570 Epoch 12 Batch 164/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8693, Loss: 0.1472 Epoch 12 Batch 165/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8626, Loss: 0.1560 Epoch 12 Batch 166/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8640, Loss: 0.1581 Epoch 12 Batch 167/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8651, Loss: 0.1444 Epoch 12 Batch 168/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8633, Loss: 0.1630 Epoch 12 Batch 169/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8626, Loss: 0.1473 Epoch 12 Batch 170/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8551, Loss: 0.1508 Epoch 12 Batch 171/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8672, Loss: 0.1370 Epoch 12 Batch 172/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8683, Loss: 0.1261 Epoch 12 Batch 173/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8615, Loss: 0.1523 Epoch 12 Batch 174/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8629, Loss: 0.1474 Epoch 12 Batch 175/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8601, Loss: 0.1451 Epoch 12 Batch 176/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8619, Loss: 0.1514 Epoch 12 Batch 177/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8736, Loss: 0.1577 Epoch 12 Batch 178/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8750, Loss: 0.1462 Epoch 12 Batch 179/1077 - Train Accuracy: 0.8573, Validation Accuracy: 0.8775, Loss: 0.1490 Epoch 12 Batch 180/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8736, Loss: 0.1400 Epoch 12 Batch 181/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8697, Loss: 0.1495 Epoch 12 Batch 182/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8619, Loss: 0.1617 Epoch 12 Batch 183/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8590, Loss: 0.1514 Epoch 12 Batch 184/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8519, Loss: 0.1361 Epoch 12 Batch 185/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8498, Loss: 0.1478 Epoch 12 Batch 186/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8498, Loss: 0.1451 Epoch 12 Batch 187/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8576, Loss: 0.1391 Epoch 12 Batch 188/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8668, Loss: 0.1400 Epoch 12 Batch 189/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8619, Loss: 0.1521 Epoch 12 Batch 190/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8658, Loss: 0.1424 Epoch 12 Batch 191/1077 - Train Accuracy: 0.8526, Validation Accuracy: 0.8608, Loss: 0.1300 Epoch 12 Batch 192/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8672, Loss: 0.1688 Epoch 12 Batch 193/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8562, Loss: 0.1375 Epoch 12 Batch 194/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8509, Loss: 0.1401 Epoch 12 Batch 195/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8590, Loss: 0.1419 Epoch 12 Batch 196/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8565, Loss: 0.1410 Epoch 12 Batch 197/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8562, Loss: 0.1521 Epoch 12 Batch 198/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8590, Loss: 0.1486 Epoch 12 Batch 199/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8622, Loss: 0.1237 Epoch 12 Batch 200/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8516, Loss: 0.1466 Epoch 12 Batch 201/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8540, Loss: 0.1332 Epoch 12 Batch 202/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8629, Loss: 0.1494 Epoch 12 Batch 203/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8651, Loss: 0.1462 Epoch 12 Batch 204/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8643, Loss: 0.1643 Epoch 12 Batch 205/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8754, Loss: 0.1455 Epoch 12 Batch 206/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8771, Loss: 0.1425 Epoch 12 Batch 207/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8679, Loss: 0.1357 Epoch 12 Batch 208/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8672, Loss: 0.1385 Epoch 12 Batch 209/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8615, Loss: 0.1328 Epoch 12 Batch 210/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8615, Loss: 0.1445 Epoch 12 Batch 211/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8548, Loss: 0.1404 Epoch 12 Batch 212/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8530, Loss: 0.1334 Epoch 12 Batch 213/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8530, Loss: 0.1289 Epoch 12 Batch 214/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8519, Loss: 0.1445 Epoch 12 Batch 215/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8572, Loss: 0.1659 Epoch 12 Batch 216/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8612, Loss: 0.1582 Epoch 12 Batch 217/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8661, Loss: 0.1388 Epoch 12 Batch 218/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8651, Loss: 0.1582 Epoch 12 Batch 219/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8711, Loss: 0.1388 Epoch 12 Batch 220/1077 - Train Accuracy: 0.8771, Validation Accuracy: 0.8697, Loss: 0.1413 Epoch 12 Batch 221/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8714, Loss: 0.1458 Epoch 12 Batch 222/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8736, Loss: 0.1467 Epoch 12 Batch 223/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8725, Loss: 0.1399 Epoch 12 Batch 224/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8718, Loss: 0.1529 Epoch 12 Batch 225/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8690, Loss: 0.1533 Epoch 12 Batch 226/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8629, Loss: 0.1343 Epoch 12 Batch 227/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8690, Loss: 0.1599 Epoch 12 Batch 228/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8643, Loss: 0.1359 Epoch 12 Batch 229/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8565, Loss: 0.1447 Epoch 12 Batch 230/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8604, Loss: 0.1300 Epoch 12 Batch 231/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8665, Loss: 0.1606 Epoch 12 Batch 232/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8654, Loss: 0.1438 Epoch 12 Batch 233/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8654, Loss: 0.1575 Epoch 12 Batch 234/1077 - Train Accuracy: 0.8467, Validation Accuracy: 0.8626, Loss: 0.1597 Epoch 12 Batch 235/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8675, Loss: 0.1395 Epoch 12 Batch 236/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8679, Loss: 0.1500 Epoch 12 Batch 237/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8612, Loss: 0.1296 Epoch 12 Batch 238/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8604, Loss: 0.1394 Epoch 12 Batch 239/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.8569, Loss: 0.1252 Epoch 12 Batch 240/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8594, Loss: 0.1323 Epoch 12 Batch 241/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8594, Loss: 0.1230 Epoch 12 Batch 242/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8590, Loss: 0.1398 Epoch 12 Batch 243/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8661, Loss: 0.1580 Epoch 12 Batch 244/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8533, Loss: 0.1342 Epoch 12 Batch 245/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8523, Loss: 0.1333 Epoch 12 Batch 246/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8622, Loss: 0.1406 Epoch 12 Batch 247/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8597, Loss: 0.1376 Epoch 12 Batch 248/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8608, Loss: 0.1396 Epoch 12 Batch 249/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8633, Loss: 0.1284 Epoch 12 Batch 250/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8661, Loss: 0.1262 Epoch 12 Batch 251/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8668, Loss: 0.1488 Epoch 12 Batch 252/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8714, Loss: 0.1404 Epoch 12 Batch 253/1077 - Train Accuracy: 0.8778, Validation Accuracy: 0.8622, Loss: 0.1380 Epoch 12 Batch 254/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8576, Loss: 0.1395 Epoch 12 Batch 255/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8565, Loss: 0.1443 Epoch 12 Batch 256/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8633, Loss: 0.1716 Epoch 12 Batch 257/1077 - Train Accuracy: 0.8761, Validation Accuracy: 0.8622, Loss: 0.1489 Epoch 12 Batch 258/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8604, Loss: 0.1374 Epoch 12 Batch 259/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8658, Loss: 0.1372 Epoch 12 Batch 260/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8651, Loss: 0.1367 Epoch 12 Batch 261/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8601, Loss: 0.1371 Epoch 12 Batch 262/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8704, Loss: 0.1378 Epoch 12 Batch 263/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8640, Loss: 0.1374 Epoch 12 Batch 264/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8711, Loss: 0.1488 Epoch 12 Batch 265/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8658, Loss: 0.1439 Epoch 12 Batch 266/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8743, Loss: 0.1484 Epoch 12 Batch 267/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8697, Loss: 0.1274 Epoch 12 Batch 268/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8714, Loss: 0.1534 Epoch 12 Batch 269/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8647, Loss: 0.1528 Epoch 12 Batch 270/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8690, Loss: 0.1491 Epoch 12 Batch 271/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8619, Loss: 0.1273 Epoch 12 Batch 272/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8651, Loss: 0.1853 Epoch 12 Batch 273/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8711, Loss: 0.1434 Epoch 12 Batch 274/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8693, Loss: 0.1492 Epoch 12 Batch 275/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8754, Loss: 0.1401 Epoch 12 Batch 276/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8786, Loss: 0.1737 Epoch 12 Batch 277/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8754, Loss: 0.1304 Epoch 12 Batch 278/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8743, Loss: 0.1635 Epoch 12 Batch 279/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8761, Loss: 0.1683 Epoch 12 Batch 280/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8714, Loss: 0.1409 Epoch 12 Batch 281/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8746, Loss: 0.1475 Epoch 12 Batch 282/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8754, Loss: 0.1594 Epoch 12 Batch 283/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8690, Loss: 0.1402 Epoch 12 Batch 284/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8601, Loss: 0.1489 Epoch 12 Batch 285/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8594, Loss: 0.1388 Epoch 12 Batch 286/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8636, Loss: 0.1372 Epoch 12 Batch 287/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8672, Loss: 0.1426 Epoch 12 Batch 288/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8683, Loss: 0.1553 Epoch 12 Batch 289/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8572, Loss: 0.1440 Epoch 12 Batch 290/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8594, Loss: 0.1625 Epoch 12 Batch 291/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8643, Loss: 0.1529 Epoch 12 Batch 292/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8658, Loss: 0.1476 Epoch 12 Batch 293/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8572, Loss: 0.1525 Epoch 12 Batch 294/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8558, Loss: 0.1327 Epoch 12 Batch 295/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8633, Loss: 0.1523 Epoch 12 Batch 296/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8665, Loss: 0.1351 Epoch 12 Batch 297/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8683, Loss: 0.1512 Epoch 12 Batch 298/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8640, Loss: 0.1616 Epoch 12 Batch 299/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8558, Loss: 0.1346 Epoch 12 Batch 300/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8537, Loss: 0.1370 Epoch 12 Batch 301/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8590, Loss: 0.1466 Epoch 12 Batch 302/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8576, Loss: 0.1374 Epoch 12 Batch 303/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8601, Loss: 0.1460 Epoch 12 Batch 304/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8654, Loss: 0.1339 Epoch 12 Batch 305/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8732, Loss: 0.1473 Epoch 12 Batch 306/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8668, Loss: 0.1586 Epoch 12 Batch 307/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8658, Loss: 0.1461 Epoch 12 Batch 308/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8686, Loss: 0.1594 Epoch 12 Batch 309/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8647, Loss: 0.1293 Epoch 12 Batch 310/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8665, Loss: 0.1481 Epoch 12 Batch 311/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8622, Loss: 0.1305 Epoch 12 Batch 312/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8675, Loss: 0.1630 Epoch 12 Batch 313/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8697, Loss: 0.1309 Epoch 12 Batch 314/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8647, Loss: 0.1449 Epoch 12 Batch 315/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8775, Loss: 0.1255 Epoch 12 Batch 316/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8697, Loss: 0.1353 Epoch 12 Batch 317/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8714, Loss: 0.1655 Epoch 12 Batch 318/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8757, Loss: 0.1418 Epoch 12 Batch 319/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8668, Loss: 0.1644 Epoch 12 Batch 320/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8665, Loss: 0.1607 Epoch 12 Batch 321/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8651, Loss: 0.1442 Epoch 12 Batch 322/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8643, Loss: 0.1339 Epoch 12 Batch 323/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8686, Loss: 0.1415 Epoch 12 Batch 324/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8729, Loss: 0.1376 Epoch 12 Batch 325/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8587, Loss: 0.1344 Epoch 12 Batch 326/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8583, Loss: 0.1322 Epoch 12 Batch 327/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8576, Loss: 0.1621 Epoch 12 Batch 328/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8551, Loss: 0.1535 Epoch 12 Batch 329/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8562, Loss: 0.1514 Epoch 12 Batch 330/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8565, Loss: 0.1415 Epoch 12 Batch 331/1077 - Train Accuracy: 0.8721, Validation Accuracy: 0.8498, Loss: 0.1456 Epoch 12 Batch 332/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8558, Loss: 0.1187 Epoch 12 Batch 333/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.8665, Loss: 0.1348 Epoch 12 Batch 334/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8672, Loss: 0.1365 Epoch 12 Batch 335/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8668, Loss: 0.1411 Epoch 12 Batch 336/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8548, Loss: 0.1636 Epoch 12 Batch 337/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8477, Loss: 0.1607 Epoch 12 Batch 338/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8423, Loss: 0.1677 Epoch 12 Batch 339/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8423, Loss: 0.1363 Epoch 12 Batch 340/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.8366, Loss: 0.1364 Epoch 12 Batch 341/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8455, Loss: 0.1748 Epoch 12 Batch 342/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8430, Loss: 0.1337 Epoch 12 Batch 343/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8519, Loss: 0.1467 Epoch 12 Batch 344/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8537, Loss: 0.1396 Epoch 12 Batch 345/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8498, Loss: 0.1384 Epoch 12 Batch 346/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8580, Loss: 0.1454 Epoch 12 Batch 347/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8537, Loss: 0.1242 Epoch 12 Batch 348/1077 - Train Accuracy: 0.8575, Validation Accuracy: 0.8651, Loss: 0.1391 Epoch 12 Batch 349/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8636, Loss: 0.1342 Epoch 12 Batch 350/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8569, Loss: 0.1510 Epoch 12 Batch 351/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8572, Loss: 0.1509 Epoch 12 Batch 352/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8587, Loss: 0.1429 Epoch 12 Batch 353/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8683, Loss: 0.1548 Epoch 12 Batch 354/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8757, Loss: 0.1605 Epoch 12 Batch 355/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8786, Loss: 0.1404 Epoch 12 Batch 356/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8786, Loss: 0.1506 Epoch 12 Batch 357/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8690, Loss: 0.1338 Epoch 12 Batch 358/1077 - Train Accuracy: 0.8261, Validation Accuracy: 0.8583, Loss: 0.1574 Epoch 12 Batch 359/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8331, Loss: 0.1417 Epoch 12 Batch 360/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8420, Loss: 0.1390 Epoch 12 Batch 361/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8427, Loss: 0.1441 Epoch 12 Batch 362/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8455, Loss: 0.1467 Epoch 12 Batch 363/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8555, Loss: 0.1514 Epoch 12 Batch 364/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8562, Loss: 0.1557 Epoch 12 Batch 365/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8512, Loss: 0.1280 Epoch 12 Batch 366/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8530, Loss: 0.1396 Epoch 12 Batch 367/1077 - Train Accuracy: 0.8780, Validation Accuracy: 0.8693, Loss: 0.1234 Epoch 12 Batch 368/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8800, Loss: 0.1449 Epoch 12 Batch 369/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8697, Loss: 0.1416 Epoch 12 Batch 370/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8697, Loss: 0.1324 Epoch 12 Batch 371/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8580, Loss: 0.1397 Epoch 12 Batch 372/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8583, Loss: 0.1287 Epoch 12 Batch 373/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8516, Loss: 0.1287 Epoch 12 Batch 374/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8505, Loss: 0.1540 Epoch 12 Batch 375/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8548, Loss: 0.1340 Epoch 12 Batch 376/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8562, Loss: 0.1446 Epoch 12 Batch 377/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8604, Loss: 0.1452 Epoch 12 Batch 378/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8576, Loss: 0.1239 Epoch 12 Batch 379/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8469, Loss: 0.1534 Epoch 12 Batch 380/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8608, Loss: 0.1319 Epoch 12 Batch 381/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8601, Loss: 0.1551 Epoch 12 Batch 382/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8601, Loss: 0.1590 Epoch 12 Batch 383/1077 - Train Accuracy: 0.8534, Validation Accuracy: 0.8622, Loss: 0.1500 Epoch 12 Batch 384/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8551, Loss: 0.1361 Epoch 12 Batch 385/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8551, Loss: 0.1388 Epoch 12 Batch 386/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8594, Loss: 0.1407 Epoch 12 Batch 387/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8484, Loss: 0.1381 Epoch 12 Batch 388/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8601, Loss: 0.1504 Epoch 12 Batch 389/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8580, Loss: 0.1395 Epoch 12 Batch 390/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8562, Loss: 0.1658 Epoch 12 Batch 391/1077 - Train Accuracy: 0.8583, Validation Accuracy: 0.8551, Loss: 0.1445 Epoch 12 Batch 392/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8654, Loss: 0.1403 Epoch 12 Batch 393/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8601, Loss: 0.1438 Epoch 12 Batch 394/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8590, Loss: 0.1516 Epoch 12 Batch 395/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8612, Loss: 0.1358 Epoch 12 Batch 396/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8604, Loss: 0.1471 Epoch 12 Batch 397/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8590, Loss: 0.1400 Epoch 12 Batch 398/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8661, Loss: 0.1442 Epoch 12 Batch 399/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8665, Loss: 0.1500 Epoch 12 Batch 400/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8597, Loss: 0.1530 Epoch 12 Batch 401/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8615, Loss: 0.1418 Epoch 12 Batch 402/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8661, Loss: 0.1325 Epoch 12 Batch 403/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8707, Loss: 0.1532 Epoch 12 Batch 404/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8651, Loss: 0.1393 Epoch 12 Batch 405/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8668, Loss: 0.1512 Epoch 12 Batch 406/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8700, Loss: 0.1307 Epoch 12 Batch 407/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8690, Loss: 0.1602 Epoch 12 Batch 408/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8686, Loss: 0.1454 Epoch 12 Batch 409/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8612, Loss: 0.1487 Epoch 12 Batch 410/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8572, Loss: 0.1497 Epoch 12 Batch 411/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8594, Loss: 0.1384 Epoch 12 Batch 412/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8555, Loss: 0.1297 Epoch 12 Batch 413/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8654, Loss: 0.1222 Epoch 12 Batch 414/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8665, Loss: 0.1466 Epoch 12 Batch 415/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8654, Loss: 0.1483 Epoch 12 Batch 416/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8622, Loss: 0.1402 Epoch 12 Batch 417/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8647, Loss: 0.1633 Epoch 12 Batch 418/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8594, Loss: 0.1363 Epoch 12 Batch 419/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8683, Loss: 0.1365 Epoch 12 Batch 420/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8761, Loss: 0.1268 Epoch 12 Batch 421/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8718, Loss: 0.1536 Epoch 12 Batch 422/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8690, Loss: 0.1413 Epoch 12 Batch 423/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8626, Loss: 0.1445 Epoch 12 Batch 424/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8615, Loss: 0.1398 Epoch 12 Batch 425/1077 - Train Accuracy: 0.8657, Validation Accuracy: 0.8608, Loss: 0.1316 Epoch 12 Batch 426/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8665, Loss: 0.1561 Epoch 12 Batch 427/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8565, Loss: 0.1315 Epoch 12 Batch 428/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8562, Loss: 0.1249 Epoch 12 Batch 429/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8626, Loss: 0.1401 Epoch 12 Batch 430/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8629, Loss: 0.1389 Epoch 12 Batch 431/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8569, Loss: 0.1398 Epoch 12 Batch 432/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8462, Loss: 0.1402 Epoch 12 Batch 433/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8519, Loss: 0.1491 Epoch 12 Batch 434/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8477, Loss: 0.1479 Epoch 12 Batch 435/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.8530, Loss: 0.1495 Epoch 12 Batch 436/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8565, Loss: 0.1404 Epoch 12 Batch 437/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8615, Loss: 0.1360 Epoch 12 Batch 438/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8597, Loss: 0.1435 Epoch 12 Batch 439/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8519, Loss: 0.1527 Epoch 12 Batch 440/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8505, Loss: 0.1625 Epoch 12 Batch 441/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8587, Loss: 0.1317 Epoch 12 Batch 442/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8580, Loss: 0.1388 Epoch 12 Batch 443/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8544, Loss: 0.1321 Epoch 12 Batch 444/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8530, Loss: 0.1348 Epoch 12 Batch 445/1077 - Train Accuracy: 0.8442, Validation Accuracy: 0.8572, Loss: 0.1472 Epoch 12 Batch 446/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8576, Loss: 0.1287 Epoch 12 Batch 447/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8576, Loss: 0.1530 Epoch 12 Batch 448/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8480, Loss: 0.1515 Epoch 12 Batch 449/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8494, Loss: 0.1595 Epoch 12 Batch 450/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8441, Loss: 0.1435 Epoch 12 Batch 451/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8462, Loss: 0.1256 Epoch 12 Batch 452/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8512, Loss: 0.1417 Epoch 12 Batch 453/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8643, Loss: 0.1381 Epoch 12 Batch 454/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8626, Loss: 0.1632 Epoch 12 Batch 455/1077 - Train Accuracy: 0.8732, Validation Accuracy: 0.8654, Loss: 0.1304 Epoch 12 Batch 456/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8661, Loss: 0.1424 Epoch 12 Batch 457/1077 - Train Accuracy: 0.8843, Validation Accuracy: 0.8601, Loss: 0.1332 Epoch 12 Batch 458/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8697, Loss: 0.1506 Epoch 12 Batch 459/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8704, Loss: 0.1377 Epoch 12 Batch 460/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8640, Loss: 0.1425 Epoch 12 Batch 461/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8583, Loss: 0.1395 Epoch 12 Batch 462/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8643, Loss: 0.1409 Epoch 12 Batch 463/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8658, Loss: 0.1410 Epoch 12 Batch 464/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8683, Loss: 0.1368 Epoch 12 Batch 465/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8686, Loss: 0.1662 Epoch 12 Batch 466/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8679, Loss: 0.1368 Epoch 12 Batch 467/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8686, Loss: 0.1495 Epoch 12 Batch 468/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8686, Loss: 0.1376 Epoch 12 Batch 469/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8622, Loss: 0.1466 Epoch 12 Batch 470/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8707, Loss: 0.1452 Epoch 12 Batch 471/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8654, Loss: 0.1319 Epoch 12 Batch 472/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8661, Loss: 0.1258 Epoch 12 Batch 473/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8672, Loss: 0.1422 Epoch 12 Batch 474/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8665, Loss: 0.1448 Epoch 12 Batch 475/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8622, Loss: 0.1429 Epoch 12 Batch 476/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8619, Loss: 0.1290 Epoch 12 Batch 477/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8761, Loss: 0.1393 Epoch 12 Batch 478/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8768, Loss: 0.1492 Epoch 12 Batch 479/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8693, Loss: 0.1511 Epoch 12 Batch 480/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8665, Loss: 0.1385 Epoch 12 Batch 481/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8690, Loss: 0.1331 Epoch 12 Batch 482/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8636, Loss: 0.1633 Epoch 12 Batch 483/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8548, Loss: 0.1528 Epoch 12 Batch 484/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8548, Loss: 0.1400 Epoch 12 Batch 485/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8494, Loss: 0.1437 Epoch 12 Batch 486/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.8544, Loss: 0.1338 Epoch 12 Batch 487/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8633, Loss: 0.1391 Epoch 12 Batch 488/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8675, Loss: 0.1276 Epoch 12 Batch 489/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8615, Loss: 0.1260 Epoch 12 Batch 490/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8569, Loss: 0.1409 Epoch 12 Batch 491/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8619, Loss: 0.1492 Epoch 12 Batch 492/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8622, Loss: 0.1485 Epoch 12 Batch 493/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8690, Loss: 0.1278 Epoch 12 Batch 494/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8668, Loss: 0.1322 Epoch 12 Batch 495/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8693, Loss: 0.1275 Epoch 12 Batch 496/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8679, Loss: 0.1367 Epoch 12 Batch 497/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8636, Loss: 0.1406 Epoch 12 Batch 498/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8686, Loss: 0.1385 Epoch 12 Batch 499/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.8612, Loss: 0.1314 Epoch 12 Batch 500/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8562, Loss: 0.1309 Epoch 12 Batch 501/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8587, Loss: 0.1396 Epoch 12 Batch 502/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8665, Loss: 0.1413 Epoch 12 Batch 503/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8679, Loss: 0.1329 Epoch 12 Batch 504/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8679, Loss: 0.1431 Epoch 12 Batch 505/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8679, Loss: 0.1231 Epoch 12 Batch 506/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8704, Loss: 0.1451 Epoch 12 Batch 507/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8665, Loss: 0.1383 Epoch 12 Batch 508/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8622, Loss: 0.1384 Epoch 12 Batch 509/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8569, Loss: 0.1546 Epoch 12 Batch 510/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8498, Loss: 0.1397 Epoch 12 Batch 511/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8530, Loss: 0.1406 Epoch 12 Batch 512/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8615, Loss: 0.1302 Epoch 12 Batch 513/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8672, Loss: 0.1386 Epoch 12 Batch 514/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8722, Loss: 0.1461 Epoch 12 Batch 515/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8654, Loss: 0.1467 Epoch 12 Batch 516/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8647, Loss: 0.1229 Epoch 12 Batch 517/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8697, Loss: 0.1420 Epoch 12 Batch 518/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8690, Loss: 0.1303 Epoch 12 Batch 519/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8654, Loss: 0.1373 Epoch 12 Batch 520/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8654, Loss: 0.1252 Epoch 12 Batch 521/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8654, Loss: 0.1356 Epoch 12 Batch 522/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8629, Loss: 0.1627 Epoch 12 Batch 523/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8619, Loss: 0.1435 Epoch 12 Batch 524/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8633, Loss: 0.1463 Epoch 12 Batch 525/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8711, Loss: 0.1348 Epoch 12 Batch 526/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8654, Loss: 0.1274 Epoch 12 Batch 527/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8654, Loss: 0.1366 Epoch 12 Batch 528/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8654, Loss: 0.1380 Epoch 12 Batch 529/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8654, Loss: 0.1302 Epoch 12 Batch 530/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8668, Loss: 0.1449 Epoch 12 Batch 531/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8626, Loss: 0.1371 Epoch 12 Batch 532/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8636, Loss: 0.1646 Epoch 12 Batch 533/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8608, Loss: 0.1390 Epoch 12 Batch 534/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8686, Loss: 0.1518 Epoch 12 Batch 535/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8672, Loss: 0.1356 Epoch 12 Batch 536/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8661, Loss: 0.1366 Epoch 12 Batch 537/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8683, Loss: 0.1384 Epoch 12 Batch 538/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8643, Loss: 0.1258 Epoch 12 Batch 539/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8643, Loss: 0.1557 Epoch 12 Batch 540/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8604, Loss: 0.1209 Epoch 12 Batch 541/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8654, Loss: 0.1434 Epoch 12 Batch 542/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8640, Loss: 0.1333 Epoch 12 Batch 543/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8533, Loss: 0.1323 Epoch 12 Batch 544/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8523, Loss: 0.1308 Epoch 12 Batch 545/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8526, Loss: 0.1515 Epoch 12 Batch 546/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8619, Loss: 0.1422 Epoch 12 Batch 547/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8647, Loss: 0.1298 Epoch 12 Batch 548/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8597, Loss: 0.1535 Epoch 12 Batch 549/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8562, Loss: 0.1559 Epoch 12 Batch 550/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8622, Loss: 0.1432 Epoch 12 Batch 551/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8636, Loss: 0.1542 Epoch 12 Batch 552/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8576, Loss: 0.1500 Epoch 12 Batch 553/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8647, Loss: 0.1465 Epoch 12 Batch 554/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8647, Loss: 0.1459 Epoch 12 Batch 555/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8651, Loss: 0.1387 Epoch 12 Batch 556/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8668, Loss: 0.1330 Epoch 12 Batch 557/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8651, Loss: 0.1343 Epoch 12 Batch 558/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8675, Loss: 0.1268 Epoch 12 Batch 559/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8658, Loss: 0.1327 Epoch 12 Batch 560/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8764, Loss: 0.1305 Epoch 12 Batch 561/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.8725, Loss: 0.1332 Epoch 12 Batch 562/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8757, Loss: 0.1204 Epoch 12 Batch 563/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8661, Loss: 0.1465 Epoch 12 Batch 564/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8647, Loss: 0.1533 Epoch 12 Batch 565/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8683, Loss: 0.1539 Epoch 12 Batch 566/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8739, Loss: 0.1552 Epoch 12 Batch 567/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8707, Loss: 0.1395 Epoch 12 Batch 568/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8679, Loss: 0.1312 Epoch 12 Batch 569/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8686, Loss: 0.1485 Epoch 12 Batch 570/1077 - Train Accuracy: 0.8442, Validation Accuracy: 0.8729, Loss: 0.1452 Epoch 12 Batch 571/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8789, Loss: 0.1321 Epoch 12 Batch 572/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8796, Loss: 0.1231 Epoch 12 Batch 573/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8814, Loss: 0.1608 Epoch 12 Batch 574/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8736, Loss: 0.1373 Epoch 12 Batch 575/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8736, Loss: 0.1314 Epoch 12 Batch 576/1077 - Train Accuracy: 0.8729, Validation Accuracy: 0.8754, Loss: 0.1357 Epoch 12 Batch 577/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8757, Loss: 0.1359 Epoch 12 Batch 578/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8707, Loss: 0.1445 Epoch 12 Batch 579/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8718, Loss: 0.1323 Epoch 12 Batch 580/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8757, Loss: 0.1216 Epoch 12 Batch 581/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8668, Loss: 0.1319 Epoch 12 Batch 582/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8697, Loss: 0.1408 Epoch 12 Batch 583/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8672, Loss: 0.1582 Epoch 12 Batch 584/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8675, Loss: 0.1304 Epoch 12 Batch 585/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8704, Loss: 0.1229 Epoch 12 Batch 586/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8651, Loss: 0.1329 Epoch 12 Batch 587/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8714, Loss: 0.1402 Epoch 12 Batch 588/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8711, Loss: 0.1312 Epoch 12 Batch 589/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8665, Loss: 0.1306 Epoch 12 Batch 590/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8736, Loss: 0.1520 Epoch 12 Batch 591/1077 - Train Accuracy: 0.8714, Validation Accuracy: 0.8658, Loss: 0.1217 Epoch 12 Batch 592/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8651, Loss: 0.1421 Epoch 12 Batch 593/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8693, Loss: 0.1490 Epoch 12 Batch 594/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8718, Loss: 0.1525 Epoch 12 Batch 595/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8771, Loss: 0.1362 Epoch 12 Batch 596/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8814, Loss: 0.1429 Epoch 12 Batch 597/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8714, Loss: 0.1404 Epoch 12 Batch 598/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8665, Loss: 0.1297 Epoch 12 Batch 599/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8800, Loss: 0.1700 Epoch 12 Batch 600/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8835, Loss: 0.1428 Epoch 12 Batch 601/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8786, Loss: 0.1417 Epoch 12 Batch 602/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8828, Loss: 0.1416 Epoch 12 Batch 603/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8754, Loss: 0.1450 Epoch 12 Batch 604/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8658, Loss: 0.1605 Epoch 12 Batch 605/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8629, Loss: 0.1492 Epoch 12 Batch 606/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8626, Loss: 0.1227 Epoch 12 Batch 607/1077 - Train Accuracy: 0.8860, Validation Accuracy: 0.8544, Loss: 0.1354 Epoch 12 Batch 608/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8615, Loss: 0.1495 Epoch 12 Batch 609/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8626, Loss: 0.1437 Epoch 12 Batch 610/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8633, Loss: 0.1469 Epoch 12 Batch 611/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8686, Loss: 0.1452 Epoch 12 Batch 612/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8615, Loss: 0.1225 Epoch 12 Batch 613/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8615, Loss: 0.1494 Epoch 12 Batch 614/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8604, Loss: 0.1359 Epoch 12 Batch 615/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8615, Loss: 0.1341 Epoch 12 Batch 616/1077 - Train Accuracy: 0.8623, Validation Accuracy: 0.8612, Loss: 0.1457 Epoch 12 Batch 617/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8537, Loss: 0.1365 Epoch 12 Batch 618/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8501, Loss: 0.1430 Epoch 12 Batch 619/1077 - Train Accuracy: 0.8729, Validation Accuracy: 0.8519, Loss: 0.1312 Epoch 12 Batch 620/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8583, Loss: 0.1289 Epoch 12 Batch 621/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8722, Loss: 0.1384 Epoch 12 Batch 622/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8672, Loss: 0.1544 Epoch 12 Batch 623/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8661, Loss: 0.1459 Epoch 12 Batch 624/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8576, Loss: 0.1280 Epoch 12 Batch 625/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8683, Loss: 0.1316 Epoch 12 Batch 626/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8675, Loss: 0.1234 Epoch 12 Batch 627/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8594, Loss: 0.1317 Epoch 12 Batch 628/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8594, Loss: 0.1472 Epoch 12 Batch 629/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8615, Loss: 0.1391 Epoch 12 Batch 630/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8640, Loss: 0.1297 Epoch 12 Batch 631/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8686, Loss: 0.1330 Epoch 12 Batch 632/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8665, Loss: 0.1386 Epoch 12 Batch 633/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8612, Loss: 0.1428 Epoch 12 Batch 634/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8604, Loss: 0.1244 Epoch 12 Batch 635/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8583, Loss: 0.1560 Epoch 12 Batch 636/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8587, Loss: 0.1327 Epoch 12 Batch 637/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8608, Loss: 0.1446 Epoch 12 Batch 638/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8615, Loss: 0.1263 Epoch 12 Batch 639/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8597, Loss: 0.1498 Epoch 12 Batch 640/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8569, Loss: 0.1325 Epoch 12 Batch 641/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8672, Loss: 0.1289 Epoch 12 Batch 642/1077 - Train Accuracy: 0.8657, Validation Accuracy: 0.8647, Loss: 0.1357 Epoch 12 Batch 643/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8697, Loss: 0.1155 Epoch 12 Batch 644/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8686, Loss: 0.1302 Epoch 12 Batch 645/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8732, Loss: 0.1403 Epoch 12 Batch 646/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8693, Loss: 0.1296 Epoch 12 Batch 647/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8622, Loss: 0.1433 Epoch 12 Batch 648/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8643, Loss: 0.1311 Epoch 12 Batch 649/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8594, Loss: 0.1367 Epoch 12 Batch 650/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8604, Loss: 0.1404 Epoch 12 Batch 651/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8601, Loss: 0.1323 Epoch 12 Batch 652/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8569, Loss: 0.1445 Epoch 12 Batch 653/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8665, Loss: 0.1450 Epoch 12 Batch 654/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8594, Loss: 0.1373 Epoch 12 Batch 655/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8629, Loss: 0.1532 Epoch 12 Batch 656/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8704, Loss: 0.1403 Epoch 12 Batch 657/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8661, Loss: 0.1523 Epoch 12 Batch 658/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8604, Loss: 0.1232 Epoch 12 Batch 659/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8647, Loss: 0.1438 Epoch 12 Batch 660/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8686, Loss: 0.1406 Epoch 12 Batch 661/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8686, Loss: 0.1331 Epoch 12 Batch 662/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8736, Loss: 0.1223 Epoch 12 Batch 663/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8704, Loss: 0.1192 Epoch 12 Batch 664/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8700, Loss: 0.1334 Epoch 12 Batch 665/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8817, Loss: 0.1272 Epoch 12 Batch 666/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8821, Loss: 0.1383 Epoch 12 Batch 667/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8835, Loss: 0.1497 Epoch 12 Batch 668/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8789, Loss: 0.1275 Epoch 12 Batch 669/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8683, Loss: 0.1277 Epoch 12 Batch 670/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.8601, Loss: 0.1255 Epoch 12 Batch 671/1077 - Train Accuracy: 0.8857, Validation Accuracy: 0.8690, Loss: 0.1464 Epoch 12 Batch 672/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8693, Loss: 0.1324 Epoch 12 Batch 673/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8686, Loss: 0.1285 Epoch 12 Batch 674/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8700, Loss: 0.1353 Epoch 12 Batch 675/1077 - Train Accuracy: 0.8728, Validation Accuracy: 0.8690, Loss: 0.1399 Epoch 12 Batch 676/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8633, Loss: 0.1385 Epoch 12 Batch 677/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8665, Loss: 0.1520 Epoch 12 Batch 678/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8764, Loss: 0.1293 Epoch 12 Batch 679/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8700, Loss: 0.1446 Epoch 12 Batch 680/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8679, Loss: 0.1442 Epoch 12 Batch 681/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8675, Loss: 0.1337 Epoch 12 Batch 682/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8651, Loss: 0.1379 Epoch 12 Batch 683/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8661, Loss: 0.1220 Epoch 12 Batch 684/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8594, Loss: 0.1306 Epoch 12 Batch 685/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8636, Loss: 0.1401 Epoch 12 Batch 686/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8704, Loss: 0.1242 Epoch 12 Batch 687/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8718, Loss: 0.1479 Epoch 12 Batch 688/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8665, Loss: 0.1240 Epoch 12 Batch 689/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8619, Loss: 0.1234 Epoch 12 Batch 690/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8640, Loss: 0.1351 Epoch 12 Batch 691/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8690, Loss: 0.1512 Epoch 12 Batch 692/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8633, Loss: 0.1205 Epoch 12 Batch 693/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8668, Loss: 0.1694 Epoch 12 Batch 694/1077 - Train Accuracy: 0.8813, Validation Accuracy: 0.8619, Loss: 0.1350 Epoch 12 Batch 695/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8619, Loss: 0.1220 Epoch 12 Batch 696/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8729, Loss: 0.1438 Epoch 12 Batch 697/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8732, Loss: 0.1277 Epoch 12 Batch 698/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8729, Loss: 0.1315 Epoch 12 Batch 699/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8729, Loss: 0.1352 Epoch 12 Batch 700/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8736, Loss: 0.1269 Epoch 12 Batch 701/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8732, Loss: 0.1407 Epoch 12 Batch 702/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8782, Loss: 0.1447 Epoch 12 Batch 703/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8775, Loss: 0.1426 Epoch 12 Batch 704/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8722, Loss: 0.1465 Epoch 12 Batch 705/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8658, Loss: 0.1475 Epoch 12 Batch 706/1077 - Train Accuracy: 0.8274, Validation Accuracy: 0.8619, Loss: 0.1530 Epoch 12 Batch 707/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8619, Loss: 0.1375 Epoch 12 Batch 708/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8672, Loss: 0.1336 Epoch 12 Batch 709/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8661, Loss: 0.1552 Epoch 12 Batch 710/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8604, Loss: 0.1338 Epoch 12 Batch 711/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8693, Loss: 0.1596 Epoch 12 Batch 712/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8622, Loss: 0.1250 Epoch 12 Batch 713/1077 - Train Accuracy: 0.8647, Validation Accuracy: 0.8580, Loss: 0.1270 Epoch 12 Batch 714/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8704, Loss: 0.1492 Epoch 12 Batch 715/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8565, Loss: 0.1454 Epoch 12 Batch 716/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8714, Loss: 0.1255 Epoch 12 Batch 717/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8562, Loss: 0.1312 Epoch 12 Batch 718/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8658, Loss: 0.1396 Epoch 12 Batch 719/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8569, Loss: 0.1388 Epoch 12 Batch 720/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8725, Loss: 0.1579 Epoch 12 Batch 721/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8750, Loss: 0.1412 Epoch 12 Batch 722/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8693, Loss: 0.1321 Epoch 12 Batch 723/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8615, Loss: 0.1395 Epoch 12 Batch 724/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8700, Loss: 0.1394 Epoch 12 Batch 725/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8697, Loss: 0.1274 Epoch 12 Batch 726/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8643, Loss: 0.1338 Epoch 12 Batch 727/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8651, Loss: 0.1191 Epoch 12 Batch 728/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8619, Loss: 0.1464 Epoch 12 Batch 729/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8686, Loss: 0.1484 Epoch 12 Batch 730/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8633, Loss: 0.1436 Epoch 12 Batch 731/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8626, Loss: 0.1420 Epoch 12 Batch 732/1077 - Train Accuracy: 0.8544, Validation Accuracy: 0.8551, Loss: 0.1448 Epoch 12 Batch 733/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8576, Loss: 0.1428 Epoch 12 Batch 734/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8693, Loss: 0.1483 Epoch 12 Batch 735/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8722, Loss: 0.1355 Epoch 12 Batch 736/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8800, Loss: 0.1230 Epoch 12 Batch 737/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8743, Loss: 0.1441 Epoch 12 Batch 738/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8729, Loss: 0.1191 Epoch 12 Batch 739/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8690, Loss: 0.1241 Epoch 12 Batch 740/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8828, Loss: 0.1239 Epoch 12 Batch 741/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8743, Loss: 0.1418 Epoch 12 Batch 742/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8668, Loss: 0.1289 Epoch 12 Batch 743/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8700, Loss: 0.1360 Epoch 12 Batch 744/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8633, Loss: 0.1239 Epoch 12 Batch 745/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8629, Loss: 0.1339 Epoch 12 Batch 746/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8629, Loss: 0.1276 Epoch 12 Batch 747/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8587, Loss: 0.1122 Epoch 12 Batch 748/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8604, Loss: 0.1236 Epoch 12 Batch 749/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8707, Loss: 0.1379 Epoch 12 Batch 750/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8697, Loss: 0.1337 Epoch 12 Batch 751/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8661, Loss: 0.1246 Epoch 12 Batch 752/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8594, Loss: 0.1238 Epoch 12 Batch 753/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8615, Loss: 0.1252 Epoch 12 Batch 754/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8679, Loss: 0.1486 Epoch 12 Batch 755/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8580, Loss: 0.1382 Epoch 12 Batch 756/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8672, Loss: 0.1368 Epoch 12 Batch 757/1077 - Train Accuracy: 0.8610, Validation Accuracy: 0.8697, Loss: 0.1409 Epoch 12 Batch 758/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8654, Loss: 0.1210 Epoch 12 Batch 759/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8608, Loss: 0.1243 Epoch 12 Batch 760/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8626, Loss: 0.1465 Epoch 12 Batch 761/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8572, Loss: 0.1362 Epoch 12 Batch 762/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8643, Loss: 0.1220 Epoch 12 Batch 763/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8636, Loss: 0.1225 Epoch 12 Batch 764/1077 - Train Accuracy: 0.8882, Validation Accuracy: 0.8686, Loss: 0.1296 Epoch 12 Batch 765/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8626, Loss: 0.1292 Epoch 12 Batch 766/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8533, Loss: 0.1387 Epoch 12 Batch 767/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8675, Loss: 0.1324 Epoch 12 Batch 768/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8683, Loss: 0.1368 Epoch 12 Batch 769/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8697, Loss: 0.1290 Epoch 12 Batch 770/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.8661, Loss: 0.1285 Epoch 12 Batch 771/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8569, Loss: 0.1302 Epoch 12 Batch 772/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8548, Loss: 0.1237 Epoch 12 Batch 773/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8512, Loss: 0.1207 Epoch 12 Batch 774/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8643, Loss: 0.1409 Epoch 12 Batch 775/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8736, Loss: 0.1304 Epoch 12 Batch 776/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8707, Loss: 0.1283 Epoch 12 Batch 777/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8569, Loss: 0.1305 Epoch 12 Batch 778/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8551, Loss: 0.1257 Epoch 12 Batch 779/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8608, Loss: 0.1314 Epoch 12 Batch 780/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8690, Loss: 0.1525 Epoch 12 Batch 781/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8690, Loss: 0.1149 Epoch 12 Batch 782/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8675, Loss: 0.1293 Epoch 12 Batch 783/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8754, Loss: 0.1445 Epoch 12 Batch 784/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8704, Loss: 0.1145 Epoch 12 Batch 785/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8647, Loss: 0.1223 Epoch 12 Batch 786/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8651, Loss: 0.1453 Epoch 12 Batch 787/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8622, Loss: 0.1145 Epoch 12 Batch 788/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8640, Loss: 0.1302 Epoch 12 Batch 789/1077 - Train Accuracy: 0.8466, Validation Accuracy: 0.8729, Loss: 0.1382 Epoch 12 Batch 790/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8764, Loss: 0.1513 Epoch 12 Batch 791/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8764, Loss: 0.1520 Epoch 12 Batch 792/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8789, Loss: 0.1455 Epoch 12 Batch 793/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8864, Loss: 0.1325 Epoch 12 Batch 794/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8849, Loss: 0.1314 Epoch 12 Batch 795/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8853, Loss: 0.1417 Epoch 12 Batch 796/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8853, Loss: 0.1344 Epoch 12 Batch 797/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8881, Loss: 0.1301 Epoch 12 Batch 798/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8878, Loss: 0.1354 Epoch 12 Batch 799/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8761, Loss: 0.1554 Epoch 12 Batch 800/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8754, Loss: 0.1285 Epoch 12 Batch 801/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8778, Loss: 0.1384 Epoch 12 Batch 802/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8700, Loss: 0.1395 Epoch 12 Batch 803/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8693, Loss: 0.1374 Epoch 12 Batch 804/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8718, Loss: 0.1277 Epoch 12 Batch 805/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8697, Loss: 0.1381 Epoch 12 Batch 806/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.8683, Loss: 0.1232 Epoch 12 Batch 807/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8544, Loss: 0.1171 Epoch 12 Batch 808/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8548, Loss: 0.1532 Epoch 12 Batch 809/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8622, Loss: 0.1584 Epoch 12 Batch 810/1077 - Train Accuracy: 0.8813, Validation Accuracy: 0.8608, Loss: 0.1231 Epoch 12 Batch 811/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8711, Loss: 0.1291 Epoch 12 Batch 812/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8615, Loss: 0.1413 Epoch 12 Batch 813/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8633, Loss: 0.1359 Epoch 12 Batch 814/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8672, Loss: 0.1459 Epoch 12 Batch 815/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8661, Loss: 0.1310 Epoch 12 Batch 816/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8683, Loss: 0.1347 Epoch 12 Batch 817/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8704, Loss: 0.1411 Epoch 12 Batch 818/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8604, Loss: 0.1332 Epoch 12 Batch 819/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8679, Loss: 0.1291 Epoch 12 Batch 820/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8729, Loss: 0.1387 Epoch 12 Batch 821/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8803, Loss: 0.1248 Epoch 12 Batch 822/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8700, Loss: 0.1321 Epoch 12 Batch 823/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8608, Loss: 0.1308 Epoch 12 Batch 824/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8711, Loss: 0.1368 Epoch 12 Batch 825/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8764, Loss: 0.1223 Epoch 12 Batch 826/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8754, Loss: 0.1243 Epoch 12 Batch 827/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8736, Loss: 0.1290 Epoch 12 Batch 828/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8729, Loss: 0.1348 Epoch 12 Batch 829/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8654, Loss: 0.1493 Epoch 12 Batch 830/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8693, Loss: 0.1341 Epoch 12 Batch 831/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8626, Loss: 0.1336 Epoch 12 Batch 832/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8697, Loss: 0.1270 Epoch 12 Batch 833/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8608, Loss: 0.1294 Epoch 12 Batch 834/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8690, Loss: 0.1361 Epoch 12 Batch 835/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8565, Loss: 0.1339 Epoch 12 Batch 836/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8668, Loss: 0.1339 Epoch 12 Batch 837/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8707, Loss: 0.1415 Epoch 12 Batch 838/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8565, Loss: 0.1245 Epoch 12 Batch 839/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8480, Loss: 0.1248 Epoch 12 Batch 840/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8540, Loss: 0.1254 Epoch 12 Batch 841/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8601, Loss: 0.1397 Epoch 12 Batch 842/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8615, Loss: 0.1178 Epoch 12 Batch 843/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8601, Loss: 0.1212 Epoch 12 Batch 844/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8604, Loss: 0.1272 Epoch 12 Batch 845/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8583, Loss: 0.1292 Epoch 12 Batch 846/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8704, Loss: 0.1391 Epoch 12 Batch 847/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8679, Loss: 0.1352 Epoch 12 Batch 848/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8622, Loss: 0.1258 Epoch 12 Batch 849/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8654, Loss: 0.1180 Epoch 12 Batch 850/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8754, Loss: 0.1575 Epoch 12 Batch 851/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8775, Loss: 0.1359 Epoch 12 Batch 852/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8704, Loss: 0.1496 Epoch 12 Batch 853/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8725, Loss: 0.1270 Epoch 12 Batch 854/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8743, Loss: 0.1421 Epoch 12 Batch 855/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8686, Loss: 0.1394 Epoch 12 Batch 856/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8640, Loss: 0.1343 Epoch 12 Batch 857/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8604, Loss: 0.1303 Epoch 12 Batch 858/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8608, Loss: 0.1270 Epoch 12 Batch 859/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8608, Loss: 0.1386 Epoch 12 Batch 860/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8612, Loss: 0.1354 Epoch 12 Batch 861/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8558, Loss: 0.1295 Epoch 12 Batch 862/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8555, Loss: 0.1236 Epoch 12 Batch 863/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8597, Loss: 0.1159 Epoch 12 Batch 864/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8633, Loss: 0.1322 Epoch 12 Batch 865/1077 - Train Accuracy: 0.8967, Validation Accuracy: 0.8601, Loss: 0.1249 Epoch 12 Batch 866/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8590, Loss: 0.1323 Epoch 12 Batch 867/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8597, Loss: 0.1833 Epoch 12 Batch 868/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8647, Loss: 0.1284 Epoch 12 Batch 869/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8658, Loss: 0.1369 Epoch 12 Batch 870/1077 - Train Accuracy: 0.8536, Validation Accuracy: 0.8636, Loss: 0.1456 Epoch 12 Batch 871/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8647, Loss: 0.1231 Epoch 12 Batch 872/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8683, Loss: 0.1193 Epoch 12 Batch 873/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8604, Loss: 0.1327 Epoch 12 Batch 874/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8608, Loss: 0.1377 Epoch 12 Batch 875/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8604, Loss: 0.1291 Epoch 12 Batch 876/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8587, Loss: 0.1247 Epoch 12 Batch 877/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8608, Loss: 0.1160 Epoch 12 Batch 878/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8608, Loss: 0.1249 Epoch 12 Batch 879/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8619, Loss: 0.1120 Epoch 12 Batch 880/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8643, Loss: 0.1355 Epoch 12 Batch 881/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8700, Loss: 0.1358 Epoch 12 Batch 882/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8665, Loss: 0.1582 Epoch 12 Batch 883/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8572, Loss: 0.1628 Epoch 12 Batch 884/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8462, Loss: 0.1200 Epoch 12 Batch 885/1077 - Train Accuracy: 0.8885, Validation Accuracy: 0.8558, Loss: 0.1102 Epoch 12 Batch 886/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8619, Loss: 0.1281 Epoch 12 Batch 887/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8647, Loss: 0.1448 Epoch 12 Batch 888/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8445, Loss: 0.1424 Epoch 12 Batch 889/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8512, Loss: 0.1371 Epoch 12 Batch 890/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8416, Loss: 0.1298 Epoch 12 Batch 891/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.8565, Loss: 0.1335 Epoch 12 Batch 892/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8544, Loss: 0.1197 Epoch 12 Batch 893/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8661, Loss: 0.1485 Epoch 12 Batch 894/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8636, Loss: 0.1206 Epoch 12 Batch 895/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8459, Loss: 0.1446 Epoch 12 Batch 896/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8647, Loss: 0.1461 Epoch 12 Batch 897/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8555, Loss: 0.1165 Epoch 12 Batch 898/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8587, Loss: 0.1181 Epoch 12 Batch 899/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8697, Loss: 0.1412 Epoch 12 Batch 900/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8683, Loss: 0.1365 Epoch 12 Batch 901/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8601, Loss: 0.1513 Epoch 12 Batch 902/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8672, Loss: 0.1534 Epoch 12 Batch 903/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8636, Loss: 0.1247 Epoch 12 Batch 904/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8658, Loss: 0.1247 Epoch 12 Batch 905/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8661, Loss: 0.1271 Epoch 12 Batch 906/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8636, Loss: 0.1141 Epoch 12 Batch 907/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8604, Loss: 0.1251 Epoch 12 Batch 908/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8643, Loss: 0.1389 Epoch 12 Batch 909/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8661, Loss: 0.1389 Epoch 12 Batch 910/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8612, Loss: 0.1315 Epoch 12 Batch 911/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8540, Loss: 0.1375 Epoch 12 Batch 912/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8548, Loss: 0.1382 Epoch 12 Batch 913/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8672, Loss: 0.1509 Epoch 12 Batch 914/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8732, Loss: 0.1490 Epoch 12 Batch 915/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8704, Loss: 0.1374 Epoch 12 Batch 916/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8704, Loss: 0.1378 Epoch 12 Batch 917/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8668, Loss: 0.1271 Epoch 12 Batch 918/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8729, Loss: 0.1248 Epoch 12 Batch 919/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8629, Loss: 0.1195 Epoch 12 Batch 920/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8612, Loss: 0.1388 Epoch 12 Batch 921/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8629, Loss: 0.1355 Epoch 12 Batch 922/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8707, Loss: 0.1272 Epoch 12 Batch 923/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8711, Loss: 0.1338 Epoch 12 Batch 924/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8562, Loss: 0.1413 Epoch 12 Batch 925/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8697, Loss: 0.1257 Epoch 12 Batch 926/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8690, Loss: 0.1466 Epoch 12 Batch 927/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8711, Loss: 0.1336 Epoch 12 Batch 928/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8739, Loss: 0.1295 Epoch 12 Batch 929/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8661, Loss: 0.1387 Epoch 12 Batch 930/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8612, Loss: 0.1145 Epoch 12 Batch 931/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8683, Loss: 0.1316 Epoch 12 Batch 932/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8633, Loss: 0.1343 Epoch 12 Batch 933/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8690, Loss: 0.1244 Epoch 12 Batch 934/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8686, Loss: 0.1294 Epoch 12 Batch 935/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8661, Loss: 0.1345 Epoch 12 Batch 936/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8711, Loss: 0.1346 Epoch 12 Batch 937/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8665, Loss: 0.1486 Epoch 12 Batch 938/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8675, Loss: 0.1327 Epoch 12 Batch 939/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8675, Loss: 0.1310 Epoch 12 Batch 940/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8746, Loss: 0.1221 Epoch 12 Batch 941/1077 - Train Accuracy: 0.8958, Validation Accuracy: 0.8583, Loss: 0.1142 Epoch 12 Batch 942/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8615, Loss: 0.1420 Epoch 12 Batch 943/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8615, Loss: 0.1328 Epoch 12 Batch 944/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8697, Loss: 0.1201 Epoch 12 Batch 945/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8597, Loss: 0.1191 Epoch 12 Batch 946/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8711, Loss: 0.1192 Epoch 12 Batch 947/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8714, Loss: 0.1415 Epoch 12 Batch 948/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8665, Loss: 0.1271 Epoch 12 Batch 949/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8693, Loss: 0.1095 Epoch 12 Batch 950/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8647, Loss: 0.1160 Epoch 12 Batch 951/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8608, Loss: 0.1269 Epoch 12 Batch 952/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8661, Loss: 0.1223 Epoch 12 Batch 953/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8754, Loss: 0.1188 Epoch 12 Batch 954/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8643, Loss: 0.1399 Epoch 12 Batch 955/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8697, Loss: 0.1316 Epoch 12 Batch 956/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8622, Loss: 0.1327 Epoch 12 Batch 957/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8768, Loss: 0.1186 Epoch 12 Batch 958/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8796, Loss: 0.1366 Epoch 12 Batch 959/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8789, Loss: 0.1297 Epoch 12 Batch 960/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8853, Loss: 0.1267 Epoch 12 Batch 961/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8814, Loss: 0.1251 Epoch 12 Batch 962/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8622, Loss: 0.1245 Epoch 12 Batch 963/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8576, Loss: 0.1494 Epoch 12 Batch 964/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8654, Loss: 0.1177 Epoch 12 Batch 965/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8693, Loss: 0.1449 Epoch 12 Batch 966/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8711, Loss: 0.1100 Epoch 12 Batch 967/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8757, Loss: 0.1268 Epoch 12 Batch 968/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8814, Loss: 0.1489 Epoch 12 Batch 969/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8871, Loss: 0.1510 Epoch 12 Batch 970/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8857, Loss: 0.1384 Epoch 12 Batch 971/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8853, Loss: 0.1285 Epoch 12 Batch 972/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8789, Loss: 0.1275 Epoch 12 Batch 973/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8750, Loss: 0.1086 Epoch 12 Batch 974/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8675, Loss: 0.1231 Epoch 12 Batch 975/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8672, Loss: 0.1261 Epoch 12 Batch 976/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8675, Loss: 0.1208 Epoch 12 Batch 977/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8647, Loss: 0.1141 Epoch 12 Batch 978/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8768, Loss: 0.1340 Epoch 12 Batch 979/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8786, Loss: 0.1333 Epoch 12 Batch 980/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8714, Loss: 0.1413 Epoch 12 Batch 981/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8661, Loss: 0.1294 Epoch 12 Batch 982/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8665, Loss: 0.1251 Epoch 12 Batch 983/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8619, Loss: 0.1355 Epoch 12 Batch 984/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8651, Loss: 0.1366 Epoch 12 Batch 985/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8707, Loss: 0.1241 Epoch 12 Batch 986/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8722, Loss: 0.1201 Epoch 12 Batch 987/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8619, Loss: 0.1194 Epoch 12 Batch 988/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8643, Loss: 0.1261 Epoch 12 Batch 989/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8722, Loss: 0.1472 Epoch 12 Batch 990/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8665, Loss: 0.1426 Epoch 12 Batch 991/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8761, Loss: 0.1299 Epoch 12 Batch 992/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8750, Loss: 0.1328 Epoch 12 Batch 993/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8700, Loss: 0.1074 Epoch 12 Batch 994/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8736, Loss: 0.1177 Epoch 12 Batch 995/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8732, Loss: 0.1177 Epoch 12 Batch 996/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8775, Loss: 0.1247 Epoch 12 Batch 997/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8722, Loss: 0.1276 Epoch 12 Batch 998/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8725, Loss: 0.1263 Epoch 12 Batch 999/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8768, Loss: 0.1387 Epoch 12 Batch 1000/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8764, Loss: 0.1216 Epoch 12 Batch 1001/1077 - Train Accuracy: 0.8714, Validation Accuracy: 0.8768, Loss: 0.1131 Epoch 12 Batch 1002/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8714, Loss: 0.1171 Epoch 12 Batch 1003/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.8672, Loss: 0.1228 Epoch 12 Batch 1004/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8661, Loss: 0.1318 Epoch 12 Batch 1005/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8757, Loss: 0.1321 Epoch 12 Batch 1006/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8782, Loss: 0.1143 Epoch 12 Batch 1007/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8679, Loss: 0.1151 Epoch 12 Batch 1008/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8612, Loss: 0.1307 Epoch 12 Batch 1009/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8615, Loss: 0.1135 Epoch 12 Batch 1010/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8658, Loss: 0.1271 Epoch 12 Batch 1011/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8746, Loss: 0.1278 Epoch 12 Batch 1012/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8828, Loss: 0.1104 Epoch 12 Batch 1013/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8782, Loss: 0.1132 Epoch 12 Batch 1014/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8771, Loss: 0.1281 Epoch 12 Batch 1015/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8722, Loss: 0.1523 Epoch 12 Batch 1016/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8778, Loss: 0.1448 Epoch 12 Batch 1017/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8725, Loss: 0.1234 Epoch 12 Batch 1018/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8736, Loss: 0.1321 Epoch 12 Batch 1019/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8626, Loss: 0.1404 Epoch 12 Batch 1020/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8576, Loss: 0.1171 Epoch 12 Batch 1021/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8608, Loss: 0.1395 Epoch 12 Batch 1022/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8707, Loss: 0.1182 Epoch 12 Batch 1023/1077 - Train Accuracy: 0.8782, Validation Accuracy: 0.8725, Loss: 0.1229 Epoch 12 Batch 1024/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8718, Loss: 0.1366 Epoch 12 Batch 1025/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8700, Loss: 0.1293 Epoch 12 Batch 1026/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8711, Loss: 0.1244 Epoch 12 Batch 1027/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8739, Loss: 0.1322 Epoch 12 Batch 1028/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.8729, Loss: 0.1308 Epoch 12 Batch 1029/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8683, Loss: 0.1149 Epoch 12 Batch 1030/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8686, Loss: 0.1277 Epoch 12 Batch 1031/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8658, Loss: 0.1466 Epoch 12 Batch 1032/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8629, Loss: 0.1432 Epoch 12 Batch 1033/1077 - Train Accuracy: 0.8624, Validation Accuracy: 0.8608, Loss: 0.1286 Epoch 12 Batch 1034/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8608, Loss: 0.1331 Epoch 12 Batch 1035/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8580, Loss: 0.1061 Epoch 12 Batch 1036/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8647, Loss: 0.1566 Epoch 12 Batch 1037/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8572, Loss: 0.1253 Epoch 12 Batch 1038/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8672, Loss: 0.1391 Epoch 12 Batch 1039/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8651, Loss: 0.1204 Epoch 12 Batch 1040/1077 - Train Accuracy: 0.8993, Validation Accuracy: 0.8636, Loss: 0.1286 Epoch 12 Batch 1041/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8633, Loss: 0.1341 Epoch 12 Batch 1042/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8686, Loss: 0.1244 Epoch 12 Batch 1043/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8686, Loss: 0.1513 Epoch 12 Batch 1044/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8704, Loss: 0.1269 Epoch 12 Batch 1045/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8700, Loss: 0.1311 Epoch 12 Batch 1046/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8714, Loss: 0.1116 Epoch 12 Batch 1047/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8729, Loss: 0.1200 Epoch 12 Batch 1048/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8764, Loss: 0.1282 Epoch 12 Batch 1049/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8786, Loss: 0.1263 Epoch 12 Batch 1050/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8775, Loss: 0.1236 Epoch 12 Batch 1051/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8757, Loss: 0.1239 Epoch 12 Batch 1052/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8732, Loss: 0.1221 Epoch 12 Batch 1053/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8729, Loss: 0.1253 Epoch 12 Batch 1054/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8729, Loss: 0.1173 Epoch 12 Batch 1055/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8601, Loss: 0.1614 Epoch 12 Batch 1056/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8416, Loss: 0.1281 Epoch 12 Batch 1057/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8668, Loss: 0.1565 Epoch 12 Batch 1058/1077 - Train Accuracy: 0.8877, Validation Accuracy: 0.8839, Loss: 0.1436 Epoch 12 Batch 1059/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8817, Loss: 0.1602 Epoch 12 Batch 1060/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8718, Loss: 0.1180 Epoch 12 Batch 1061/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8665, Loss: 0.1464 Epoch 12 Batch 1062/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8736, Loss: 0.1491 Epoch 12 Batch 1063/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8757, Loss: 0.1477 Epoch 12 Batch 1064/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8661, Loss: 0.1298 Epoch 12 Batch 1065/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8643, Loss: 0.1343 Epoch 12 Batch 1066/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8693, Loss: 0.1217 Epoch 12 Batch 1067/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8761, Loss: 0.1358 Epoch 12 Batch 1068/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8757, Loss: 0.1251 Epoch 12 Batch 1069/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8775, Loss: 0.1267 Epoch 12 Batch 1070/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8718, Loss: 0.1312 Epoch 12 Batch 1071/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8700, Loss: 0.1218 Epoch 12 Batch 1072/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8711, Loss: 0.1310 Epoch 12 Batch 1073/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8739, Loss: 0.1472 Epoch 12 Batch 1074/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8654, Loss: 0.1464 Epoch 12 Batch 1075/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8679, Loss: 0.1388 Epoch 13 Batch 1/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8622, Loss: 0.1128 Epoch 13 Batch 2/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8700, Loss: 0.1324 Epoch 13 Batch 3/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8569, Loss: 0.1292 Epoch 13 Batch 4/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8544, Loss: 0.1233 Epoch 13 Batch 5/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8558, Loss: 0.1462 Epoch 13 Batch 6/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8594, Loss: 0.1267 Epoch 13 Batch 7/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8640, Loss: 0.1206 Epoch 13 Batch 8/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8647, Loss: 0.1127 Epoch 13 Batch 9/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8729, Loss: 0.1296 Epoch 13 Batch 10/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8679, Loss: 0.1272 Epoch 13 Batch 11/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8640, Loss: 0.1381 Epoch 13 Batch 12/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8636, Loss: 0.1300 Epoch 13 Batch 13/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8640, Loss: 0.1429 Epoch 13 Batch 14/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8587, Loss: 0.1089 Epoch 13 Batch 15/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8651, Loss: 0.1162 Epoch 13 Batch 16/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8604, Loss: 0.1265 Epoch 13 Batch 17/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8640, Loss: 0.1293 Epoch 13 Batch 18/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8711, Loss: 0.1270 Epoch 13 Batch 19/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8686, Loss: 0.1239 Epoch 13 Batch 20/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8711, Loss: 0.1150 Epoch 13 Batch 21/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8608, Loss: 0.1311 Epoch 13 Batch 22/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8718, Loss: 0.1360 Epoch 13 Batch 23/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8658, Loss: 0.1221 Epoch 13 Batch 24/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8714, Loss: 0.1226 Epoch 13 Batch 25/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8771, Loss: 0.1246 Epoch 13 Batch 26/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8736, Loss: 0.1321 Epoch 13 Batch 27/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8661, Loss: 0.1086 Epoch 13 Batch 28/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8668, Loss: 0.1201 Epoch 13 Batch 29/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8711, Loss: 0.1260 Epoch 13 Batch 30/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8718, Loss: 0.1197 Epoch 13 Batch 31/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8647, Loss: 0.1294 Epoch 13 Batch 32/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8679, Loss: 0.1090 Epoch 13 Batch 33/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8683, Loss: 0.1145 Epoch 13 Batch 34/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8654, Loss: 0.1314 Epoch 13 Batch 35/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8622, Loss: 0.1222 Epoch 13 Batch 36/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8608, Loss: 0.1307 Epoch 13 Batch 37/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8580, Loss: 0.1188 Epoch 13 Batch 38/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8633, Loss: 0.1484 Epoch 13 Batch 39/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8739, Loss: 0.1433 Epoch 13 Batch 40/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8739, Loss: 0.1236 Epoch 13 Batch 41/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8750, Loss: 0.1207 Epoch 13 Batch 42/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8704, Loss: 0.1360 Epoch 13 Batch 43/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8750, Loss: 0.1150 Epoch 13 Batch 44/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.8693, Loss: 0.1216 Epoch 13 Batch 45/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8686, Loss: 0.1234 Epoch 13 Batch 46/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8690, Loss: 0.1404 Epoch 13 Batch 47/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8739, Loss: 0.1269 Epoch 13 Batch 48/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8700, Loss: 0.1443 Epoch 13 Batch 49/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8686, Loss: 0.1318 Epoch 13 Batch 50/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8746, Loss: 0.1166 Epoch 13 Batch 51/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8750, Loss: 0.1263 Epoch 13 Batch 52/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8693, Loss: 0.1330 Epoch 13 Batch 53/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8686, Loss: 0.1245 Epoch 13 Batch 54/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8615, Loss: 0.1529 Epoch 13 Batch 55/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8608, Loss: 0.1183 Epoch 13 Batch 56/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8668, Loss: 0.1136 Epoch 13 Batch 57/1077 - Train Accuracy: 0.8331, Validation Accuracy: 0.8668, Loss: 0.1306 Epoch 13 Batch 58/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8658, Loss: 0.1133 Epoch 13 Batch 59/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8594, Loss: 0.1274 Epoch 13 Batch 60/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8672, Loss: 0.1153 Epoch 13 Batch 61/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8640, Loss: 0.1418 Epoch 13 Batch 62/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8714, Loss: 0.1339 Epoch 13 Batch 63/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8704, Loss: 0.1061 Epoch 13 Batch 64/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8750, Loss: 0.1162 Epoch 13 Batch 65/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8757, Loss: 0.1232 Epoch 13 Batch 66/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8722, Loss: 0.1066 Epoch 13 Batch 67/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8732, Loss: 0.1217 Epoch 13 Batch 68/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8746, Loss: 0.1318 Epoch 13 Batch 69/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8697, Loss: 0.1401 Epoch 13 Batch 70/1077 - Train Accuracy: 0.8614, Validation Accuracy: 0.8722, Loss: 0.1374 Epoch 13 Batch 71/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8700, Loss: 0.1036 Epoch 13 Batch 72/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8675, Loss: 0.1217 Epoch 13 Batch 73/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8693, Loss: 0.1282 Epoch 13 Batch 74/1077 - Train Accuracy: 0.9022, Validation Accuracy: 0.8619, Loss: 0.1123 Epoch 13 Batch 75/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8558, Loss: 0.1477 Epoch 13 Batch 76/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8572, Loss: 0.1092 Epoch 13 Batch 77/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8651, Loss: 0.1257 Epoch 13 Batch 78/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8700, Loss: 0.1253 Epoch 13 Batch 79/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8754, Loss: 0.1189 Epoch 13 Batch 80/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8675, Loss: 0.1214 Epoch 13 Batch 81/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8764, Loss: 0.1062 Epoch 13 Batch 82/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8757, Loss: 0.1137 Epoch 13 Batch 83/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8746, Loss: 0.1224 Epoch 13 Batch 84/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8750, Loss: 0.1268 Epoch 13 Batch 85/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8835, Loss: 0.1194 Epoch 13 Batch 86/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8768, Loss: 0.1208 Epoch 13 Batch 87/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8729, Loss: 0.1481 Epoch 13 Batch 88/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8640, Loss: 0.1343 Epoch 13 Batch 89/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8580, Loss: 0.1333 Epoch 13 Batch 90/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8583, Loss: 0.1280 Epoch 13 Batch 91/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8640, Loss: 0.1072 Epoch 13 Batch 92/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8746, Loss: 0.1300 Epoch 13 Batch 93/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8700, Loss: 0.1277 Epoch 13 Batch 94/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8807, Loss: 0.1062 Epoch 13 Batch 95/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8768, Loss: 0.1334 Epoch 13 Batch 96/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8722, Loss: 0.1333 Epoch 13 Batch 97/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8768, Loss: 0.1192 Epoch 13 Batch 98/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8672, Loss: 0.1199 Epoch 13 Batch 99/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8739, Loss: 0.1182 Epoch 13 Batch 100/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8832, Loss: 0.1187 Epoch 13 Batch 101/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8679, Loss: 0.1132 Epoch 13 Batch 102/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8725, Loss: 0.1173 Epoch 13 Batch 103/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8775, Loss: 0.1536 Epoch 13 Batch 104/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8821, Loss: 0.1287 Epoch 13 Batch 105/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8821, Loss: 0.1262 Epoch 13 Batch 106/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8754, Loss: 0.1362 Epoch 13 Batch 107/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8754, Loss: 0.1222 Epoch 13 Batch 108/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8771, Loss: 0.1166 Epoch 13 Batch 109/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8746, Loss: 0.1211 Epoch 13 Batch 110/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8675, Loss: 0.1089 Epoch 13 Batch 111/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8665, Loss: 0.1203 Epoch 13 Batch 112/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8651, Loss: 0.1159 Epoch 13 Batch 113/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8768, Loss: 0.1362 Epoch 13 Batch 114/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8722, Loss: 0.1074 Epoch 13 Batch 115/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8754, Loss: 0.1416 Epoch 13 Batch 116/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8722, Loss: 0.1505 Epoch 13 Batch 117/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8697, Loss: 0.1306 Epoch 13 Batch 118/1077 - Train Accuracy: 0.8479, Validation Accuracy: 0.8761, Loss: 0.1354 Epoch 13 Batch 119/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8757, Loss: 0.1265 Epoch 13 Batch 120/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8707, Loss: 0.1344 Epoch 13 Batch 121/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8711, Loss: 0.1224 Epoch 13 Batch 122/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8675, Loss: 0.1123 Epoch 13 Batch 123/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8718, Loss: 0.1041 Epoch 13 Batch 124/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8764, Loss: 0.1345 Epoch 13 Batch 125/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8601, Loss: 0.1234 Epoch 13 Batch 126/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8668, Loss: 0.1157 Epoch 13 Batch 127/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8707, Loss: 0.1138 Epoch 13 Batch 128/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8718, Loss: 0.1083 Epoch 13 Batch 129/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8672, Loss: 0.1269 Epoch 13 Batch 130/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8675, Loss: 0.1072 Epoch 13 Batch 131/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8672, Loss: 0.1239 Epoch 13 Batch 132/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8612, Loss: 0.1264 Epoch 13 Batch 133/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8565, Loss: 0.1250 Epoch 13 Batch 134/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8576, Loss: 0.1101 Epoch 13 Batch 135/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8640, Loss: 0.1227 Epoch 13 Batch 136/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8672, Loss: 0.1108 Epoch 13 Batch 137/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8679, Loss: 0.1094 Epoch 13 Batch 138/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8661, Loss: 0.1192 Epoch 13 Batch 139/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8658, Loss: 0.1255 Epoch 13 Batch 140/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8672, Loss: 0.1225 Epoch 13 Batch 141/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8643, Loss: 0.1194 Epoch 13 Batch 142/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8679, Loss: 0.1134 Epoch 13 Batch 143/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8636, Loss: 0.1258 Epoch 13 Batch 144/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8636, Loss: 0.1471 Epoch 13 Batch 145/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8743, Loss: 0.1196 Epoch 13 Batch 146/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8732, Loss: 0.1572 Epoch 13 Batch 147/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8686, Loss: 0.1244 Epoch 13 Batch 148/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8697, Loss: 0.1271 Epoch 13 Batch 149/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8746, Loss: 0.1193 Epoch 13 Batch 150/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8736, Loss: 0.1248 Epoch 13 Batch 151/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8810, Loss: 0.1068 Epoch 13 Batch 152/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8768, Loss: 0.1395 Epoch 13 Batch 153/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8789, Loss: 0.1339 Epoch 13 Batch 154/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8789, Loss: 0.1312 Epoch 13 Batch 155/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8704, Loss: 0.1215 Epoch 13 Batch 156/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8683, Loss: 0.1104 Epoch 13 Batch 157/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8604, Loss: 0.1248 Epoch 13 Batch 158/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8597, Loss: 0.1364 Epoch 13 Batch 159/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8587, Loss: 0.1173 Epoch 13 Batch 160/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8690, Loss: 0.1131 Epoch 13 Batch 161/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8732, Loss: 0.1080 Epoch 13 Batch 162/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8746, Loss: 0.1499 Epoch 13 Batch 163/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8782, Loss: 0.1303 Epoch 13 Batch 164/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8768, Loss: 0.1218 Epoch 13 Batch 165/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8732, Loss: 0.1276 Epoch 13 Batch 166/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8707, Loss: 0.1327 Epoch 13 Batch 167/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8707, Loss: 0.1153 Epoch 13 Batch 168/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8683, Loss: 0.1366 Epoch 13 Batch 169/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8679, Loss: 0.1289 Epoch 13 Batch 170/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8714, Loss: 0.1265 Epoch 13 Batch 171/1077 - Train Accuracy: 0.9006, Validation Accuracy: 0.8746, Loss: 0.1123 Epoch 13 Batch 172/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8544, Loss: 0.1023 Epoch 13 Batch 173/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8544, Loss: 0.1287 Epoch 13 Batch 174/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8590, Loss: 0.1180 Epoch 13 Batch 175/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8658, Loss: 0.1187 Epoch 13 Batch 176/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8803, Loss: 0.1264 Epoch 13 Batch 177/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8786, Loss: 0.1337 Epoch 13 Batch 178/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8739, Loss: 0.1233 Epoch 13 Batch 179/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8746, Loss: 0.1339 Epoch 13 Batch 180/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8697, Loss: 0.1121 Epoch 13 Batch 181/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8569, Loss: 0.1305 Epoch 13 Batch 182/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8572, Loss: 0.1340 Epoch 13 Batch 183/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8572, Loss: 0.1319 Epoch 13 Batch 184/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8537, Loss: 0.1133 Epoch 13 Batch 185/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8729, Loss: 0.1249 Epoch 13 Batch 186/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8729, Loss: 0.1269 Epoch 13 Batch 187/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8750, Loss: 0.1123 Epoch 13 Batch 188/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8775, Loss: 0.1143 Epoch 13 Batch 189/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8775, Loss: 0.1239 Epoch 13 Batch 190/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8668, Loss: 0.1141 Epoch 13 Batch 191/1077 - Train Accuracy: 0.8626, Validation Accuracy: 0.8778, Loss: 0.1059 Epoch 13 Batch 192/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8750, Loss: 0.1411 Epoch 13 Batch 193/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8786, Loss: 0.1151 Epoch 13 Batch 194/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8778, Loss: 0.1106 Epoch 13 Batch 195/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8761, Loss: 0.1096 Epoch 13 Batch 196/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8807, Loss: 0.1176 Epoch 13 Batch 197/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8800, Loss: 0.1249 Epoch 13 Batch 198/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8789, Loss: 0.1272 Epoch 13 Batch 199/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8732, Loss: 0.1045 Epoch 13 Batch 200/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8754, Loss: 0.1236 Epoch 13 Batch 201/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8835, Loss: 0.1089 Epoch 13 Batch 202/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8821, Loss: 0.1236 Epoch 13 Batch 203/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8814, Loss: 0.1266 Epoch 13 Batch 204/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8846, Loss: 0.1425 Epoch 13 Batch 205/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8803, Loss: 0.1215 Epoch 13 Batch 206/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8768, Loss: 0.1167 Epoch 13 Batch 207/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8771, Loss: 0.1117 Epoch 13 Batch 208/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8764, Loss: 0.1187 Epoch 13 Batch 209/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8793, Loss: 0.1108 Epoch 13 Batch 210/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8725, Loss: 0.1231 Epoch 13 Batch 211/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8679, Loss: 0.1155 Epoch 13 Batch 212/1077 - Train Accuracy: 0.8761, Validation Accuracy: 0.8665, Loss: 0.1151 Epoch 13 Batch 213/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8686, Loss: 0.1161 Epoch 13 Batch 214/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8707, Loss: 0.1194 Epoch 13 Batch 215/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8718, Loss: 0.1335 Epoch 13 Batch 216/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8647, Loss: 0.1286 Epoch 13 Batch 217/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8714, Loss: 0.1117 Epoch 13 Batch 218/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8697, Loss: 0.1329 Epoch 13 Batch 219/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8722, Loss: 0.1114 Epoch 13 Batch 220/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8771, Loss: 0.1150 Epoch 13 Batch 221/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8722, Loss: 0.1202 Epoch 13 Batch 222/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8757, Loss: 0.1195 Epoch 13 Batch 223/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8786, Loss: 0.1134 Epoch 13 Batch 224/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8871, Loss: 0.1237 Epoch 13 Batch 225/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8832, Loss: 0.1280 Epoch 13 Batch 226/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8775, Loss: 0.1060 Epoch 13 Batch 227/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8778, Loss: 0.1291 Epoch 13 Batch 228/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8736, Loss: 0.1123 Epoch 13 Batch 229/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8707, Loss: 0.1248 Epoch 13 Batch 230/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8668, Loss: 0.1086 Epoch 13 Batch 231/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8725, Loss: 0.1357 Epoch 13 Batch 232/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8729, Loss: 0.1170 Epoch 13 Batch 233/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8796, Loss: 0.1344 Epoch 13 Batch 234/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8793, Loss: 0.1339 Epoch 13 Batch 235/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8846, Loss: 0.1190 Epoch 13 Batch 236/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8842, Loss: 0.1226 Epoch 13 Batch 237/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8821, Loss: 0.1070 Epoch 13 Batch 238/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8828, Loss: 0.1138 Epoch 13 Batch 239/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8810, Loss: 0.1018 Epoch 13 Batch 240/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8796, Loss: 0.1054 Epoch 13 Batch 241/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8732, Loss: 0.1046 Epoch 13 Batch 242/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8786, Loss: 0.1080 Epoch 13 Batch 243/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8771, Loss: 0.1280 Epoch 13 Batch 244/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8718, Loss: 0.1067 Epoch 13 Batch 245/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8729, Loss: 0.1093 Epoch 13 Batch 246/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8771, Loss: 0.1251 Epoch 13 Batch 247/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8778, Loss: 0.1160 Epoch 13 Batch 248/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8633, Loss: 0.1139 Epoch 13 Batch 249/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8651, Loss: 0.1096 Epoch 13 Batch 250/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8686, Loss: 0.1107 Epoch 13 Batch 251/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8658, Loss: 0.1249 Epoch 13 Batch 252/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8668, Loss: 0.1208 Epoch 13 Batch 253/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8722, Loss: 0.1114 Epoch 13 Batch 254/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8764, Loss: 0.1163 Epoch 13 Batch 255/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8718, Loss: 0.1151 Epoch 13 Batch 256/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8761, Loss: 0.1496 Epoch 13 Batch 257/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8754, Loss: 0.1282 Epoch 13 Batch 258/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8700, Loss: 0.1094 Epoch 13 Batch 259/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8743, Loss: 0.1164 Epoch 13 Batch 260/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8736, Loss: 0.1085 Epoch 13 Batch 261/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8718, Loss: 0.1121 Epoch 13 Batch 262/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8739, Loss: 0.1181 Epoch 13 Batch 263/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8722, Loss: 0.1115 Epoch 13 Batch 264/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8693, Loss: 0.1279 Epoch 13 Batch 265/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8654, Loss: 0.1179 Epoch 13 Batch 266/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8672, Loss: 0.1225 Epoch 13 Batch 267/1077 - Train Accuracy: 0.9045, Validation Accuracy: 0.8754, Loss: 0.1066 Epoch 13 Batch 268/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8707, Loss: 0.1237 Epoch 13 Batch 269/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8739, Loss: 0.1301 Epoch 13 Batch 270/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8707, Loss: 0.1284 Epoch 13 Batch 271/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8754, Loss: 0.1077 Epoch 13 Batch 272/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8714, Loss: 0.1537 Epoch 13 Batch 273/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8668, Loss: 0.1250 Epoch 13 Batch 274/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8672, Loss: 0.1262 Epoch 13 Batch 275/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8732, Loss: 0.1210 Epoch 13 Batch 276/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8686, Loss: 0.1485 Epoch 13 Batch 277/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8722, Loss: 0.1046 Epoch 13 Batch 278/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8729, Loss: 0.1352 Epoch 13 Batch 279/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8771, Loss: 0.1396 Epoch 13 Batch 280/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8746, Loss: 0.1158 Epoch 13 Batch 281/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8665, Loss: 0.1231 Epoch 13 Batch 282/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8750, Loss: 0.1441 Epoch 13 Batch 283/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8697, Loss: 0.1288 Epoch 13 Batch 284/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8732, Loss: 0.1258 Epoch 13 Batch 285/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8654, Loss: 0.1161 Epoch 13 Batch 286/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8718, Loss: 0.1137 Epoch 13 Batch 287/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8704, Loss: 0.1240 Epoch 13 Batch 288/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8629, Loss: 0.1284 Epoch 13 Batch 289/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8690, Loss: 0.1133 Epoch 13 Batch 290/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8626, Loss: 0.1358 Epoch 13 Batch 291/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8739, Loss: 0.1295 Epoch 13 Batch 292/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8693, Loss: 0.1258 Epoch 13 Batch 293/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8675, Loss: 0.1345 Epoch 13 Batch 294/1077 - Train Accuracy: 0.8995, Validation Accuracy: 0.8643, Loss: 0.1130 Epoch 13 Batch 295/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8672, Loss: 0.1289 Epoch 13 Batch 296/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8722, Loss: 0.1155 Epoch 13 Batch 297/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8690, Loss: 0.1327 Epoch 13 Batch 298/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8704, Loss: 0.1350 Epoch 13 Batch 299/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8693, Loss: 0.1183 Epoch 13 Batch 300/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8697, Loss: 0.1108 Epoch 13 Batch 301/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8697, Loss: 0.1147 Epoch 13 Batch 302/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8700, Loss: 0.1197 Epoch 13 Batch 303/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8757, Loss: 0.1242 Epoch 13 Batch 304/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8714, Loss: 0.1158 Epoch 13 Batch 305/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8789, Loss: 0.1278 Epoch 13 Batch 306/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8789, Loss: 0.1259 Epoch 13 Batch 307/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8800, Loss: 0.1185 Epoch 13 Batch 308/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8846, Loss: 0.1337 Epoch 13 Batch 309/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8839, Loss: 0.1067 Epoch 13 Batch 310/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8729, Loss: 0.1222 Epoch 13 Batch 311/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8846, Loss: 0.1083 Epoch 13 Batch 312/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8839, Loss: 0.1400 Epoch 13 Batch 313/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8793, Loss: 0.1025 Epoch 13 Batch 314/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8778, Loss: 0.1201 Epoch 13 Batch 315/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8782, Loss: 0.1056 Epoch 13 Batch 316/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8814, Loss: 0.1138 Epoch 13 Batch 317/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8761, Loss: 0.1343 Epoch 13 Batch 318/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8778, Loss: 0.1163 Epoch 13 Batch 319/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8832, Loss: 0.1338 Epoch 13 Batch 320/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8825, Loss: 0.1354 Epoch 13 Batch 321/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8800, Loss: 0.1151 Epoch 13 Batch 322/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8761, Loss: 0.1020 Epoch 13 Batch 323/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8640, Loss: 0.1190 Epoch 13 Batch 324/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8704, Loss: 0.1170 Epoch 13 Batch 325/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8714, Loss: 0.1147 Epoch 13 Batch 326/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8690, Loss: 0.1086 Epoch 13 Batch 327/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8636, Loss: 0.1431 Epoch 13 Batch 328/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8675, Loss: 0.1258 Epoch 13 Batch 329/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8661, Loss: 0.1261 Epoch 13 Batch 330/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8672, Loss: 0.1249 Epoch 13 Batch 331/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.8622, Loss: 0.1188 Epoch 13 Batch 332/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8626, Loss: 0.0969 Epoch 13 Batch 333/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8690, Loss: 0.1048 Epoch 13 Batch 334/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8814, Loss: 0.1168 Epoch 13 Batch 335/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8853, Loss: 0.1133 Epoch 13 Batch 336/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8750, Loss: 0.1441 Epoch 13 Batch 337/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8665, Loss: 0.1358 Epoch 13 Batch 338/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8658, Loss: 0.1431 Epoch 13 Batch 339/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8594, Loss: 0.1149 Epoch 13 Batch 340/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.8583, Loss: 0.1100 Epoch 13 Batch 341/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8640, Loss: 0.1451 Epoch 13 Batch 342/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8540, Loss: 0.1151 Epoch 13 Batch 343/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8512, Loss: 0.1208 Epoch 13 Batch 344/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8555, Loss: 0.1139 Epoch 13 Batch 345/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8633, Loss: 0.1128 Epoch 13 Batch 346/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8665, Loss: 0.1162 Epoch 13 Batch 347/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8746, Loss: 0.1018 Epoch 13 Batch 348/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8778, Loss: 0.1093 Epoch 13 Batch 349/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8736, Loss: 0.1111 Epoch 13 Batch 350/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8857, Loss: 0.1325 Epoch 13 Batch 351/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8771, Loss: 0.1281 Epoch 13 Batch 352/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8707, Loss: 0.1131 Epoch 13 Batch 353/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8636, Loss: 0.1259 Epoch 13 Batch 354/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8722, Loss: 0.1391 Epoch 13 Batch 355/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8739, Loss: 0.1177 Epoch 13 Batch 356/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8810, Loss: 0.1236 Epoch 13 Batch 357/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8814, Loss: 0.1113 Epoch 13 Batch 358/1077 - Train Accuracy: 0.8335, Validation Accuracy: 0.8722, Loss: 0.1312 Epoch 13 Batch 359/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8775, Loss: 0.1178 Epoch 13 Batch 360/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8739, Loss: 0.1075 Epoch 13 Batch 361/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8661, Loss: 0.1116 Epoch 13 Batch 362/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8683, Loss: 0.1175 Epoch 13 Batch 363/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8686, Loss: 0.1200 Epoch 13 Batch 364/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8725, Loss: 0.1315 Epoch 13 Batch 365/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8668, Loss: 0.1021 Epoch 13 Batch 366/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8672, Loss: 0.1114 Epoch 13 Batch 367/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8690, Loss: 0.0986 Epoch 13 Batch 368/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8743, Loss: 0.1217 Epoch 13 Batch 369/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8651, Loss: 0.1179 Epoch 13 Batch 370/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8736, Loss: 0.1085 Epoch 13 Batch 371/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8782, Loss: 0.1143 Epoch 13 Batch 372/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8778, Loss: 0.1015 Epoch 13 Batch 373/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8796, Loss: 0.1060 Epoch 13 Batch 374/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8700, Loss: 0.1292 Epoch 13 Batch 375/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.8526, Loss: 0.1104 Epoch 13 Batch 376/1077 - Train Accuracy: 0.8920, Validation Accuracy: 0.8526, Loss: 0.1234 Epoch 13 Batch 377/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8615, Loss: 0.1217 Epoch 13 Batch 378/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8612, Loss: 0.1037 Epoch 13 Batch 379/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8668, Loss: 0.1241 Epoch 13 Batch 380/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8693, Loss: 0.1076 Epoch 13 Batch 381/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8764, Loss: 0.1368 Epoch 13 Batch 382/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.8771, Loss: 0.1401 Epoch 13 Batch 383/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8764, Loss: 0.1218 Epoch 13 Batch 384/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8757, Loss: 0.1104 Epoch 13 Batch 385/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8761, Loss: 0.1071 Epoch 13 Batch 386/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8778, Loss: 0.1139 Epoch 13 Batch 387/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8683, Loss: 0.1154 Epoch 13 Batch 388/1077 - Train Accuracy: 0.8575, Validation Accuracy: 0.8622, Loss: 0.1198 Epoch 13 Batch 389/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8697, Loss: 0.1108 Epoch 13 Batch 390/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8800, Loss: 0.1388 Epoch 13 Batch 391/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8793, Loss: 0.1178 Epoch 13 Batch 392/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8778, Loss: 0.1223 Epoch 13 Batch 393/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8778, Loss: 0.1176 Epoch 13 Batch 394/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8704, Loss: 0.1191 Epoch 13 Batch 395/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8754, Loss: 0.1117 Epoch 13 Batch 396/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8750, Loss: 0.1296 Epoch 13 Batch 397/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8768, Loss: 0.1161 Epoch 13 Batch 398/1077 - Train Accuracy: 0.8993, Validation Accuracy: 0.8718, Loss: 0.1220 Epoch 13 Batch 399/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8757, Loss: 0.1211 Epoch 13 Batch 400/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8810, Loss: 0.1205 Epoch 13 Batch 401/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8899, Loss: 0.1147 Epoch 13 Batch 402/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8700, Loss: 0.1022 Epoch 13 Batch 403/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8700, Loss: 0.1281 Epoch 13 Batch 404/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8800, Loss: 0.1189 Epoch 13 Batch 405/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8807, Loss: 0.1268 Epoch 13 Batch 406/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.8810, Loss: 0.1014 Epoch 13 Batch 407/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8757, Loss: 0.1322 Epoch 13 Batch 408/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8754, Loss: 0.1188 Epoch 13 Batch 409/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8732, Loss: 0.1227 Epoch 13 Batch 410/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8679, Loss: 0.1313 Epoch 13 Batch 411/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8640, Loss: 0.1118 Epoch 13 Batch 412/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8690, Loss: 0.1065 Epoch 13 Batch 413/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8732, Loss: 0.1042 Epoch 13 Batch 414/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8786, Loss: 0.1126 Epoch 13 Batch 415/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8800, Loss: 0.1298 Epoch 13 Batch 416/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8853, Loss: 0.1151 Epoch 13 Batch 417/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8853, Loss: 0.1352 Epoch 13 Batch 418/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8846, Loss: 0.1161 Epoch 13 Batch 419/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8839, Loss: 0.1109 Epoch 13 Batch 420/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8842, Loss: 0.1050 Epoch 13 Batch 421/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8821, Loss: 0.1316 Epoch 13 Batch 422/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8821, Loss: 0.1119 Epoch 13 Batch 423/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8814, Loss: 0.1187 Epoch 13 Batch 424/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8786, Loss: 0.1146 Epoch 13 Batch 425/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8686, Loss: 0.1060 Epoch 13 Batch 426/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8683, Loss: 0.1308 Epoch 13 Batch 427/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8651, Loss: 0.1046 Epoch 13 Batch 428/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8647, Loss: 0.1014 Epoch 13 Batch 429/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8686, Loss: 0.1089 Epoch 13 Batch 430/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8743, Loss: 0.1147 Epoch 13 Batch 431/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8612, Loss: 0.1082 Epoch 13 Batch 432/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8619, Loss: 0.1165 Epoch 13 Batch 433/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8633, Loss: 0.1225 Epoch 13 Batch 434/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8661, Loss: 0.1197 Epoch 13 Batch 435/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.8612, Loss: 0.1196 Epoch 13 Batch 436/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8722, Loss: 0.1184 Epoch 13 Batch 437/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8675, Loss: 0.1123 Epoch 13 Batch 438/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8654, Loss: 0.1114 Epoch 13 Batch 439/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8647, Loss: 0.1324 Epoch 13 Batch 440/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8697, Loss: 0.1363 Epoch 13 Batch 441/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8739, Loss: 0.1079 Epoch 13 Batch 442/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8697, Loss: 0.1129 Epoch 13 Batch 443/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8672, Loss: 0.1159 Epoch 13 Batch 444/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8686, Loss: 0.1108 Epoch 13 Batch 445/1077 - Train Accuracy: 0.8524, Validation Accuracy: 0.8693, Loss: 0.1240 Epoch 13 Batch 446/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8718, Loss: 0.1002 Epoch 13 Batch 447/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8651, Loss: 0.1251 Epoch 13 Batch 448/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8640, Loss: 0.1238 Epoch 13 Batch 449/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8683, Loss: 0.1296 Epoch 13 Batch 450/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8672, Loss: 0.1178 Epoch 13 Batch 451/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8686, Loss: 0.1045 Epoch 13 Batch 452/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8697, Loss: 0.1163 Epoch 13 Batch 453/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8800, Loss: 0.1103 Epoch 13 Batch 454/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8825, Loss: 0.1317 Epoch 13 Batch 455/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8782, Loss: 0.1071 Epoch 13 Batch 456/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8679, Loss: 0.1214 Epoch 13 Batch 457/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.8778, Loss: 0.1114 Epoch 13 Batch 458/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8686, Loss: 0.1283 Epoch 13 Batch 459/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8587, Loss: 0.1112 Epoch 13 Batch 460/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8636, Loss: 0.1181 Epoch 13 Batch 461/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8714, Loss: 0.1102 Epoch 13 Batch 462/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8757, Loss: 0.1210 Epoch 13 Batch 463/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8746, Loss: 0.1140 Epoch 13 Batch 464/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8754, Loss: 0.1159 Epoch 13 Batch 465/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8775, Loss: 0.1464 Epoch 13 Batch 466/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8775, Loss: 0.1123 Epoch 13 Batch 467/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8835, Loss: 0.1275 Epoch 13 Batch 468/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8810, Loss: 0.1170 Epoch 13 Batch 469/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8878, Loss: 0.1171 Epoch 13 Batch 470/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8810, Loss: 0.1152 Epoch 13 Batch 471/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8757, Loss: 0.1052 Epoch 13 Batch 472/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8729, Loss: 0.1040 Epoch 13 Batch 473/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8789, Loss: 0.1231 Epoch 13 Batch 474/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8761, Loss: 0.1183 Epoch 13 Batch 475/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8704, Loss: 0.1216 Epoch 13 Batch 476/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8775, Loss: 0.1009 Epoch 13 Batch 477/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8704, Loss: 0.1154 Epoch 13 Batch 478/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.8778, Loss: 0.1208 Epoch 13 Batch 479/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8643, Loss: 0.1333 Epoch 13 Batch 480/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.8651, Loss: 0.1139 Epoch 13 Batch 481/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8633, Loss: 0.1075 Epoch 13 Batch 482/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8732, Loss: 0.1416 Epoch 13 Batch 483/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8711, Loss: 0.1304 Epoch 13 Batch 484/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8668, Loss: 0.1134 Epoch 13 Batch 485/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8633, Loss: 0.1172 Epoch 13 Batch 486/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8693, Loss: 0.1034 Epoch 13 Batch 487/1077 - Train Accuracy: 0.8919, Validation Accuracy: 0.8693, Loss: 0.1113 Epoch 13 Batch 488/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8643, Loss: 0.1044 Epoch 13 Batch 489/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8697, Loss: 0.1051 Epoch 13 Batch 490/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8736, Loss: 0.1159 Epoch 13 Batch 491/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8757, Loss: 0.1245 Epoch 13 Batch 492/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8754, Loss: 0.1171 Epoch 13 Batch 493/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8757, Loss: 0.1007 Epoch 13 Batch 494/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8757, Loss: 0.1032 Epoch 13 Batch 495/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8761, Loss: 0.1037 Epoch 13 Batch 496/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8778, Loss: 0.1124 Epoch 13 Batch 497/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8775, Loss: 0.1092 Epoch 13 Batch 498/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8775, Loss: 0.1119 Epoch 13 Batch 499/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8771, Loss: 0.1084 Epoch 13 Batch 500/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8810, Loss: 0.1049 Epoch 13 Batch 501/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8761, Loss: 0.1120 Epoch 13 Batch 502/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8714, Loss: 0.1156 Epoch 13 Batch 503/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8714, Loss: 0.1067 Epoch 13 Batch 504/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8768, Loss: 0.1144 Epoch 13 Batch 505/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8750, Loss: 0.1002 Epoch 13 Batch 506/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8714, Loss: 0.1200 Epoch 13 Batch 507/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8700, Loss: 0.1208 Epoch 13 Batch 508/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8654, Loss: 0.1072 Epoch 13 Batch 509/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8636, Loss: 0.1289 Epoch 13 Batch 510/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8700, Loss: 0.1147 Epoch 13 Batch 511/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8679, Loss: 0.1171 Epoch 13 Batch 512/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8633, Loss: 0.1047 Epoch 13 Batch 513/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8672, Loss: 0.1190 Epoch 13 Batch 514/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8793, Loss: 0.1201 Epoch 13 Batch 515/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8750, Loss: 0.1255 Epoch 13 Batch 516/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8803, Loss: 0.1022 Epoch 13 Batch 517/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8803, Loss: 0.1214 Epoch 13 Batch 518/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8803, Loss: 0.1033 Epoch 13 Batch 519/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8729, Loss: 0.1060 Epoch 13 Batch 520/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8725, Loss: 0.1070 Epoch 13 Batch 521/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8722, Loss: 0.1177 Epoch 13 Batch 522/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8743, Loss: 0.1385 Epoch 13 Batch 523/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8736, Loss: 0.1123 Epoch 13 Batch 524/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8796, Loss: 0.1175 Epoch 13 Batch 525/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8800, Loss: 0.1134 Epoch 13 Batch 526/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8796, Loss: 0.1062 Epoch 13 Batch 527/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8807, Loss: 0.1122 Epoch 13 Batch 528/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8764, Loss: 0.1170 Epoch 13 Batch 529/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8686, Loss: 0.1070 Epoch 13 Batch 530/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8658, Loss: 0.1214 Epoch 13 Batch 531/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8643, Loss: 0.1136 Epoch 13 Batch 532/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8640, Loss: 0.1340 Epoch 13 Batch 533/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8757, Loss: 0.1164 Epoch 13 Batch 534/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8746, Loss: 0.1211 Epoch 13 Batch 535/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8683, Loss: 0.1166 Epoch 13 Batch 536/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8885, Loss: 0.1152 Epoch 13 Batch 537/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8764, Loss: 0.1119 Epoch 13 Batch 538/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8757, Loss: 0.0965 Epoch 13 Batch 539/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8707, Loss: 0.1292 Epoch 13 Batch 540/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8693, Loss: 0.1036 Epoch 13 Batch 541/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8800, Loss: 0.1136 Epoch 13 Batch 542/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8732, Loss: 0.1167 Epoch 13 Batch 543/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8743, Loss: 0.1157 Epoch 13 Batch 544/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8743, Loss: 0.1006 Epoch 13 Batch 545/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8679, Loss: 0.1196 Epoch 13 Batch 546/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8697, Loss: 0.1184 Epoch 13 Batch 547/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8750, Loss: 0.1137 Epoch 13 Batch 548/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8722, Loss: 0.1259 Epoch 13 Batch 549/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8714, Loss: 0.1229 Epoch 13 Batch 550/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8679, Loss: 0.1224 Epoch 13 Batch 551/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8729, Loss: 0.1250 Epoch 13 Batch 552/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8604, Loss: 0.1156 Epoch 13 Batch 553/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8626, Loss: 0.1302 Epoch 13 Batch 554/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8668, Loss: 0.1189 Epoch 13 Batch 555/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8668, Loss: 0.1095 Epoch 13 Batch 556/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8750, Loss: 0.1111 Epoch 13 Batch 557/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8789, Loss: 0.1064 Epoch 13 Batch 558/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8732, Loss: 0.1013 Epoch 13 Batch 559/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8693, Loss: 0.1167 Epoch 13 Batch 560/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8647, Loss: 0.1086 Epoch 13 Batch 561/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8768, Loss: 0.1046 Epoch 13 Batch 562/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8693, Loss: 0.1007 Epoch 13 Batch 563/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8782, Loss: 0.1299 Epoch 13 Batch 564/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8690, Loss: 0.1365 Epoch 13 Batch 565/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8686, Loss: 0.1253 Epoch 13 Batch 566/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8704, Loss: 0.1259 Epoch 13 Batch 567/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8771, Loss: 0.1064 Epoch 13 Batch 568/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8764, Loss: 0.1139 Epoch 13 Batch 569/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8796, Loss: 0.1169 Epoch 13 Batch 570/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8839, Loss: 0.1215 Epoch 13 Batch 571/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8778, Loss: 0.1043 Epoch 13 Batch 572/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8668, Loss: 0.1020 Epoch 13 Batch 573/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8711, Loss: 0.1309 Epoch 13 Batch 574/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8658, Loss: 0.1098 Epoch 13 Batch 575/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8746, Loss: 0.1069 Epoch 13 Batch 576/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8800, Loss: 0.1029 Epoch 13 Batch 577/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8807, Loss: 0.1107 Epoch 13 Batch 578/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8775, Loss: 0.1205 Epoch 13 Batch 579/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8821, Loss: 0.1078 Epoch 13 Batch 580/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8782, Loss: 0.0998 Epoch 13 Batch 581/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8693, Loss: 0.1063 Epoch 13 Batch 582/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8750, Loss: 0.1085 Epoch 13 Batch 583/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8796, Loss: 0.1269 Epoch 13 Batch 584/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8782, Loss: 0.1119 Epoch 13 Batch 585/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8789, Loss: 0.0981 Epoch 13 Batch 586/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8793, Loss: 0.1087 Epoch 13 Batch 587/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8686, Loss: 0.1175 Epoch 13 Batch 588/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8686, Loss: 0.1060 Epoch 13 Batch 589/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8679, Loss: 0.1044 Epoch 13 Batch 590/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8686, Loss: 0.1257 Epoch 13 Batch 591/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8739, Loss: 0.1000 Epoch 13 Batch 592/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8697, Loss: 0.1208 Epoch 13 Batch 593/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8661, Loss: 0.1235 Epoch 13 Batch 594/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8714, Loss: 0.1279 Epoch 13 Batch 595/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8672, Loss: 0.1104 Epoch 13 Batch 596/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8672, Loss: 0.1158 Epoch 13 Batch 597/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8743, Loss: 0.1192 Epoch 13 Batch 598/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8796, Loss: 0.1078 Epoch 13 Batch 599/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8800, Loss: 0.1444 Epoch 13 Batch 600/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8757, Loss: 0.1198 Epoch 13 Batch 601/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8732, Loss: 0.1164 Epoch 13 Batch 602/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8697, Loss: 0.1141 Epoch 13 Batch 603/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8782, Loss: 0.1191 Epoch 13 Batch 604/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8668, Loss: 0.1351 Epoch 13 Batch 605/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8601, Loss: 0.1265 Epoch 13 Batch 606/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8647, Loss: 0.1020 Epoch 13 Batch 607/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8711, Loss: 0.1110 Epoch 13 Batch 608/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8608, Loss: 0.1312 Epoch 13 Batch 609/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8697, Loss: 0.1212 Epoch 13 Batch 610/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8746, Loss: 0.1264 Epoch 13 Batch 611/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8690, Loss: 0.1243 Epoch 13 Batch 612/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8587, Loss: 0.1002 Epoch 13 Batch 613/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8619, Loss: 0.1241 Epoch 13 Batch 614/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8509, Loss: 0.1171 Epoch 13 Batch 615/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8558, Loss: 0.1148 Epoch 13 Batch 616/1077 - Train Accuracy: 0.8721, Validation Accuracy: 0.8519, Loss: 0.1143 Epoch 13 Batch 617/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8555, Loss: 0.1108 Epoch 13 Batch 618/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8636, Loss: 0.1199 Epoch 13 Batch 619/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8714, Loss: 0.1087 Epoch 13 Batch 620/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8789, Loss: 0.1079 Epoch 13 Batch 621/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8729, Loss: 0.1118 Epoch 13 Batch 622/1077 - Train Accuracy: 0.8993, Validation Accuracy: 0.8757, Loss: 0.1211 Epoch 13 Batch 623/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8697, Loss: 0.1205 Epoch 13 Batch 624/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8697, Loss: 0.1085 Epoch 13 Batch 625/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8722, Loss: 0.1117 Epoch 13 Batch 626/1077 - Train Accuracy: 0.8778, Validation Accuracy: 0.8793, Loss: 0.0951 Epoch 13 Batch 627/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8754, Loss: 0.1070 Epoch 13 Batch 628/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8754, Loss: 0.1194 Epoch 13 Batch 629/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8764, Loss: 0.1166 Epoch 13 Batch 630/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8810, Loss: 0.1092 Epoch 13 Batch 631/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8764, Loss: 0.1114 Epoch 13 Batch 632/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8768, Loss: 0.1112 Epoch 13 Batch 633/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8757, Loss: 0.1175 Epoch 13 Batch 634/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8810, Loss: 0.0960 Epoch 13 Batch 635/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8686, Loss: 0.1358 Epoch 13 Batch 636/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8729, Loss: 0.1057 Epoch 13 Batch 637/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8690, Loss: 0.1178 Epoch 13 Batch 638/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8825, Loss: 0.0983 Epoch 13 Batch 639/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8810, Loss: 0.1229 Epoch 13 Batch 640/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8714, Loss: 0.1045 Epoch 13 Batch 641/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8714, Loss: 0.0980 Epoch 13 Batch 642/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8757, Loss: 0.1133 Epoch 13 Batch 643/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8757, Loss: 0.1010 Epoch 13 Batch 644/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8775, Loss: 0.1065 Epoch 13 Batch 645/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8757, Loss: 0.1105 Epoch 13 Batch 646/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8768, Loss: 0.1004 Epoch 13 Batch 647/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8878, Loss: 0.1220 Epoch 13 Batch 648/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8874, Loss: 0.1009 Epoch 13 Batch 649/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8718, Loss: 0.1116 Epoch 13 Batch 650/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8746, Loss: 0.1126 Epoch 13 Batch 651/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8800, Loss: 0.1080 Epoch 13 Batch 652/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8867, Loss: 0.1205 Epoch 13 Batch 653/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8885, Loss: 0.1199 Epoch 13 Batch 654/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8832, Loss: 0.1080 Epoch 13 Batch 655/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8871, Loss: 0.1279 Epoch 13 Batch 656/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8825, Loss: 0.1151 Epoch 13 Batch 657/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8825, Loss: 0.1241 Epoch 13 Batch 658/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8814, Loss: 0.0961 Epoch 13 Batch 659/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8842, Loss: 0.1171 Epoch 13 Batch 660/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8839, Loss: 0.1176 Epoch 13 Batch 661/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8888, Loss: 0.1064 Epoch 13 Batch 662/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8807, Loss: 0.0967 Epoch 13 Batch 663/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8817, Loss: 0.0958 Epoch 13 Batch 664/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8817, Loss: 0.1128 Epoch 13 Batch 665/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8839, Loss: 0.1077 Epoch 13 Batch 666/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8835, Loss: 0.1120 Epoch 13 Batch 667/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8885, Loss: 0.1226 Epoch 13 Batch 668/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8832, Loss: 0.1107 Epoch 13 Batch 669/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8814, Loss: 0.1057 Epoch 13 Batch 670/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8853, Loss: 0.1087 Epoch 13 Batch 671/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8810, Loss: 0.1198 Epoch 13 Batch 672/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8807, Loss: 0.1067 Epoch 13 Batch 673/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.8757, Loss: 0.1072 Epoch 13 Batch 674/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8757, Loss: 0.1002 Epoch 13 Batch 675/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8793, Loss: 0.1184 Epoch 13 Batch 676/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8789, Loss: 0.1090 Epoch 13 Batch 677/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8789, Loss: 0.1298 Epoch 13 Batch 678/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8803, Loss: 0.1035 Epoch 13 Batch 679/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8764, Loss: 0.1172 Epoch 13 Batch 680/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8789, Loss: 0.1168 Epoch 13 Batch 681/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8746, Loss: 0.1093 Epoch 13 Batch 682/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8793, Loss: 0.1112 Epoch 13 Batch 683/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8743, Loss: 0.1017 Epoch 13 Batch 684/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8796, Loss: 0.1044 Epoch 13 Batch 685/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8732, Loss: 0.1210 Epoch 13 Batch 686/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8810, Loss: 0.1018 Epoch 13 Batch 687/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8810, Loss: 0.1186 Epoch 13 Batch 688/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8825, Loss: 0.1061 Epoch 13 Batch 689/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8764, Loss: 0.0997 Epoch 13 Batch 690/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8771, Loss: 0.1148 Epoch 13 Batch 691/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8864, Loss: 0.1239 Epoch 13 Batch 692/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8814, Loss: 0.1000 Epoch 13 Batch 693/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8786, Loss: 0.1395 Epoch 13 Batch 694/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8725, Loss: 0.1117 Epoch 13 Batch 695/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8835, Loss: 0.0969 Epoch 13 Batch 696/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8757, Loss: 0.1232 Epoch 13 Batch 697/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8860, Loss: 0.1051 Epoch 13 Batch 698/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8842, Loss: 0.1043 Epoch 13 Batch 699/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.8800, Loss: 0.1114 Epoch 13 Batch 700/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8810, Loss: 0.1001 Epoch 13 Batch 701/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8789, Loss: 0.1164 Epoch 13 Batch 702/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8793, Loss: 0.1287 Epoch 13 Batch 703/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8825, Loss: 0.1165 Epoch 13 Batch 704/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8874, Loss: 0.1218 Epoch 13 Batch 705/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8871, Loss: 0.1220 Epoch 13 Batch 706/1077 - Train Accuracy: 0.8356, Validation Accuracy: 0.8796, Loss: 0.1288 Epoch 13 Batch 707/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8775, Loss: 0.1153 Epoch 13 Batch 708/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8796, Loss: 0.1070 Epoch 13 Batch 709/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8754, Loss: 0.1314 Epoch 13 Batch 710/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8729, Loss: 0.1048 Epoch 13 Batch 711/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8700, Loss: 0.1326 Epoch 13 Batch 712/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8786, Loss: 0.1053 Epoch 13 Batch 713/1077 - Train Accuracy: 0.8864, Validation Accuracy: 0.8786, Loss: 0.1048 Epoch 13 Batch 714/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8810, Loss: 0.1194 Epoch 13 Batch 715/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8814, Loss: 0.1201 Epoch 13 Batch 716/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8846, Loss: 0.0988 Epoch 13 Batch 717/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.8842, Loss: 0.1073 Epoch 13 Batch 718/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8835, Loss: 0.1163 Epoch 13 Batch 719/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8864, Loss: 0.1127 Epoch 13 Batch 720/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8864, Loss: 0.1185 Epoch 13 Batch 721/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8771, Loss: 0.1156 Epoch 13 Batch 722/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8846, Loss: 0.1007 Epoch 13 Batch 723/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8878, Loss: 0.1077 Epoch 13 Batch 724/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8832, Loss: 0.1150 Epoch 13 Batch 725/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8828, Loss: 0.0956 Epoch 13 Batch 726/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8842, Loss: 0.1069 Epoch 13 Batch 727/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8849, Loss: 0.0965 Epoch 13 Batch 728/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8849, Loss: 0.1201 Epoch 13 Batch 729/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8888, Loss: 0.1212 Epoch 13 Batch 730/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8871, Loss: 0.1209 Epoch 13 Batch 731/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8867, Loss: 0.1137 Epoch 13 Batch 732/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8828, Loss: 0.1213 Epoch 13 Batch 733/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8931, Loss: 0.1242 Epoch 13 Batch 734/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8928, Loss: 0.1200 Epoch 13 Batch 735/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8931, Loss: 0.1061 Epoch 13 Batch 736/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8881, Loss: 0.0973 Epoch 13 Batch 737/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8864, Loss: 0.1150 Epoch 13 Batch 738/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8864, Loss: 0.0922 Epoch 13 Batch 739/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8810, Loss: 0.1012 Epoch 13 Batch 740/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8857, Loss: 0.0965 Epoch 13 Batch 741/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8913, Loss: 0.1163 Epoch 13 Batch 742/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8903, Loss: 0.1063 Epoch 13 Batch 743/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8888, Loss: 0.1139 Epoch 13 Batch 744/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8885, Loss: 0.0998 Epoch 13 Batch 745/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8874, Loss: 0.1097 Epoch 13 Batch 746/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8832, Loss: 0.1019 Epoch 13 Batch 747/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8825, Loss: 0.0916 Epoch 13 Batch 748/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8821, Loss: 0.0988 Epoch 13 Batch 749/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8846, Loss: 0.1153 Epoch 13 Batch 750/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8867, Loss: 0.1074 Epoch 13 Batch 751/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8857, Loss: 0.1045 Epoch 13 Batch 752/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8835, Loss: 0.1013 Epoch 13 Batch 753/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8810, Loss: 0.1022 Epoch 13 Batch 754/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8807, Loss: 0.1236 Epoch 13 Batch 755/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8825, Loss: 0.1143 Epoch 13 Batch 756/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8828, Loss: 0.1087 Epoch 13 Batch 757/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8757, Loss: 0.1143 Epoch 13 Batch 758/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8768, Loss: 0.0953 Epoch 13 Batch 759/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8828, Loss: 0.1023 Epoch 13 Batch 760/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8729, Loss: 0.1245 Epoch 13 Batch 761/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8743, Loss: 0.1095 Epoch 13 Batch 762/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8775, Loss: 0.1009 Epoch 13 Batch 763/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8778, Loss: 0.1042 Epoch 13 Batch 764/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8700, Loss: 0.1042 Epoch 13 Batch 765/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8746, Loss: 0.1065 Epoch 13 Batch 766/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8800, Loss: 0.1200 Epoch 13 Batch 767/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8796, Loss: 0.1072 Epoch 13 Batch 768/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8789, Loss: 0.1109 Epoch 13 Batch 769/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8825, Loss: 0.1075 Epoch 13 Batch 770/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8857, Loss: 0.1096 Epoch 13 Batch 771/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8807, Loss: 0.1097 Epoch 13 Batch 772/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8714, Loss: 0.1000 Epoch 13 Batch 773/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8665, Loss: 0.1011 Epoch 13 Batch 774/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8665, Loss: 0.1187 Epoch 13 Batch 775/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8658, Loss: 0.1026 Epoch 13 Batch 776/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8725, Loss: 0.1025 Epoch 13 Batch 777/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8736, Loss: 0.1091 Epoch 13 Batch 778/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8665, Loss: 0.1051 Epoch 13 Batch 779/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8714, Loss: 0.1063 Epoch 13 Batch 780/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8807, Loss: 0.1235 Epoch 13 Batch 781/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.8835, Loss: 0.0871 Epoch 13 Batch 782/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8821, Loss: 0.0974 Epoch 13 Batch 783/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8817, Loss: 0.1229 Epoch 13 Batch 784/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8821, Loss: 0.0911 Epoch 13 Batch 785/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8796, Loss: 0.0968 Epoch 13 Batch 786/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8796, Loss: 0.1113 Epoch 13 Batch 787/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8793, Loss: 0.0981 Epoch 13 Batch 788/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8796, Loss: 0.1024 Epoch 13 Batch 789/1077 - Train Accuracy: 0.8569, Validation Accuracy: 0.8860, Loss: 0.1146 Epoch 13 Batch 790/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8860, Loss: 0.1202 Epoch 13 Batch 791/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8810, Loss: 0.1297 Epoch 13 Batch 792/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8810, Loss: 0.1166 Epoch 13 Batch 793/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8871, Loss: 0.1056 Epoch 13 Batch 794/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8867, Loss: 0.0977 Epoch 13 Batch 795/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8885, Loss: 0.1160 Epoch 13 Batch 796/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8867, Loss: 0.1089 Epoch 13 Batch 797/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8881, Loss: 0.1052 Epoch 13 Batch 798/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8928, Loss: 0.1090 Epoch 13 Batch 799/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8878, Loss: 0.1287 Epoch 13 Batch 800/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8832, Loss: 0.1009 Epoch 13 Batch 801/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8828, Loss: 0.1064 Epoch 13 Batch 802/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8828, Loss: 0.1174 Epoch 13 Batch 803/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8853, Loss: 0.1105 Epoch 13 Batch 804/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8871, Loss: 0.1043 Epoch 13 Batch 805/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8874, Loss: 0.1151 Epoch 13 Batch 806/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8825, Loss: 0.1040 Epoch 13 Batch 807/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8817, Loss: 0.0921 Epoch 13 Batch 808/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8764, Loss: 0.1276 Epoch 13 Batch 809/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8761, Loss: 0.1265 Epoch 13 Batch 810/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8757, Loss: 0.0984 Epoch 13 Batch 811/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8725, Loss: 0.1013 Epoch 13 Batch 812/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8629, Loss: 0.1160 Epoch 13 Batch 813/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8768, Loss: 0.1155 Epoch 13 Batch 814/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8786, Loss: 0.1201 Epoch 13 Batch 815/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8853, Loss: 0.1008 Epoch 13 Batch 816/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8853, Loss: 0.1140 Epoch 13 Batch 817/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8860, Loss: 0.1153 Epoch 13 Batch 818/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8885, Loss: 0.1064 Epoch 13 Batch 819/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8842, Loss: 0.1060 Epoch 13 Batch 820/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8881, Loss: 0.1153 Epoch 13 Batch 821/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8881, Loss: 0.1041 Epoch 13 Batch 822/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8881, Loss: 0.1058 Epoch 13 Batch 823/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8878, Loss: 0.1023 Epoch 13 Batch 824/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8871, Loss: 0.1057 Epoch 13 Batch 825/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8732, Loss: 0.1004 Epoch 13 Batch 826/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8782, Loss: 0.1022 Epoch 13 Batch 827/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8846, Loss: 0.1044 Epoch 13 Batch 828/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8839, Loss: 0.1100 Epoch 13 Batch 829/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8874, Loss: 0.1289 Epoch 13 Batch 830/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8871, Loss: 0.1071 Epoch 13 Batch 831/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8864, Loss: 0.1065 Epoch 13 Batch 832/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8874, Loss: 0.1024 Epoch 13 Batch 833/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8761, Loss: 0.1102 Epoch 13 Batch 834/1077 - Train Accuracy: 0.8991, Validation Accuracy: 0.8707, Loss: 0.1137 Epoch 13 Batch 835/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8736, Loss: 0.1080 Epoch 13 Batch 836/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8789, Loss: 0.1123 Epoch 13 Batch 837/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8789, Loss: 0.1170 Epoch 13 Batch 838/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8810, Loss: 0.1004 Epoch 13 Batch 839/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8750, Loss: 0.1015 Epoch 13 Batch 840/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8754, Loss: 0.1076 Epoch 13 Batch 841/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8697, Loss: 0.1198 Epoch 13 Batch 842/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8697, Loss: 0.0935 Epoch 13 Batch 843/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8654, Loss: 0.0966 Epoch 13 Batch 844/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8789, Loss: 0.1016 Epoch 13 Batch 845/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8786, Loss: 0.1007 Epoch 13 Batch 846/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8828, Loss: 0.1185 Epoch 13 Batch 847/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8910, Loss: 0.1182 Epoch 13 Batch 848/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8849, Loss: 0.0994 Epoch 13 Batch 849/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8807, Loss: 0.0914 Epoch 13 Batch 850/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8867, Loss: 0.1340 Epoch 13 Batch 851/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8867, Loss: 0.1047 Epoch 13 Batch 852/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8828, Loss: 0.1257 Epoch 13 Batch 853/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8828, Loss: 0.1038 Epoch 13 Batch 854/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8828, Loss: 0.1183 Epoch 13 Batch 855/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8768, Loss: 0.1157 Epoch 13 Batch 856/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8778, Loss: 0.1137 Epoch 13 Batch 857/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8700, Loss: 0.1014 Epoch 13 Batch 858/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8761, Loss: 0.0981 Epoch 13 Batch 859/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8707, Loss: 0.1096 Epoch 13 Batch 860/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8757, Loss: 0.1118 Epoch 13 Batch 861/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8764, Loss: 0.1051 Epoch 13 Batch 862/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8683, Loss: 0.1017 Epoch 13 Batch 863/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8736, Loss: 0.0910 Epoch 13 Batch 864/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8739, Loss: 0.1069 Epoch 13 Batch 865/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8903, Loss: 0.1068 Epoch 13 Batch 866/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8786, Loss: 0.1099 Epoch 13 Batch 867/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8761, Loss: 0.1583 Epoch 13 Batch 868/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8718, Loss: 0.1052 Epoch 13 Batch 869/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8739, Loss: 0.1144 Epoch 13 Batch 870/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8761, Loss: 0.1206 Epoch 13 Batch 871/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8778, Loss: 0.1067 Epoch 13 Batch 872/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8711, Loss: 0.1011 Epoch 13 Batch 873/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8647, Loss: 0.1112 Epoch 13 Batch 874/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8626, Loss: 0.1116 Epoch 13 Batch 875/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8626, Loss: 0.1099 Epoch 13 Batch 876/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8661, Loss: 0.1018 Epoch 13 Batch 877/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8672, Loss: 0.0888 Epoch 13 Batch 878/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8672, Loss: 0.1034 Epoch 13 Batch 879/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8690, Loss: 0.0919 Epoch 13 Batch 880/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8697, Loss: 0.1115 Epoch 13 Batch 881/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8668, Loss: 0.1071 Epoch 13 Batch 882/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8707, Loss: 0.1299 Epoch 13 Batch 883/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8743, Loss: 0.1362 Epoch 13 Batch 884/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8722, Loss: 0.1040 Epoch 13 Batch 885/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8672, Loss: 0.0888 Epoch 13 Batch 886/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8754, Loss: 0.1024 Epoch 13 Batch 887/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8714, Loss: 0.1204 Epoch 13 Batch 888/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8626, Loss: 0.1137 Epoch 13 Batch 889/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8562, Loss: 0.1132 Epoch 13 Batch 890/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8636, Loss: 0.1039 Epoch 13 Batch 891/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8569, Loss: 0.1010 Epoch 13 Batch 892/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8643, Loss: 0.0939 Epoch 13 Batch 893/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8668, Loss: 0.1308 Epoch 13 Batch 894/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8718, Loss: 0.1013 Epoch 13 Batch 895/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8626, Loss: 0.1159 Epoch 13 Batch 896/1077 - Train Accuracy: 0.8857, Validation Accuracy: 0.8651, Loss: 0.1237 Epoch 13 Batch 897/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8672, Loss: 0.0978 Epoch 13 Batch 898/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8683, Loss: 0.0964 Epoch 13 Batch 899/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8814, Loss: 0.1168 Epoch 13 Batch 900/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8700, Loss: 0.1144 Epoch 13 Batch 901/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8672, Loss: 0.1257 Epoch 13 Batch 902/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8718, Loss: 0.1245 Epoch 13 Batch 903/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8725, Loss: 0.1017 Epoch 13 Batch 904/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8782, Loss: 0.0987 Epoch 13 Batch 905/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8768, Loss: 0.0972 Epoch 13 Batch 906/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8800, Loss: 0.0896 Epoch 13 Batch 907/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8832, Loss: 0.1071 Epoch 13 Batch 908/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8786, Loss: 0.1144 Epoch 13 Batch 909/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8743, Loss: 0.1171 Epoch 13 Batch 910/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8910, Loss: 0.1117 Epoch 13 Batch 911/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8860, Loss: 0.1202 Epoch 13 Batch 912/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8857, Loss: 0.1101 Epoch 13 Batch 913/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8864, Loss: 0.1280 Epoch 13 Batch 914/1077 - Train Accuracy: 0.8913, Validation Accuracy: 0.8835, Loss: 0.1326 Epoch 13 Batch 915/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8871, Loss: 0.1111 Epoch 13 Batch 916/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8771, Loss: 0.1127 Epoch 13 Batch 917/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8704, Loss: 0.1020 Epoch 13 Batch 918/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8718, Loss: 0.0995 Epoch 13 Batch 919/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8757, Loss: 0.0920 Epoch 13 Batch 920/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8761, Loss: 0.1162 Epoch 13 Batch 921/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8860, Loss: 0.1154 Epoch 13 Batch 922/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8750, Loss: 0.1078 Epoch 13 Batch 923/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8771, Loss: 0.1093 Epoch 13 Batch 924/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8668, Loss: 0.1187 Epoch 13 Batch 925/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8700, Loss: 0.1030 Epoch 13 Batch 926/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8654, Loss: 0.1198 Epoch 13 Batch 927/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8718, Loss: 0.1120 Epoch 13 Batch 928/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8672, Loss: 0.1083 Epoch 13 Batch 929/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8683, Loss: 0.1119 Epoch 13 Batch 930/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8757, Loss: 0.0953 Epoch 13 Batch 931/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8757, Loss: 0.1080 Epoch 13 Batch 932/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8761, Loss: 0.1152 Epoch 13 Batch 933/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8683, Loss: 0.0993 Epoch 13 Batch 934/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8697, Loss: 0.1017 Epoch 13 Batch 935/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8697, Loss: 0.1045 Epoch 13 Batch 936/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8690, Loss: 0.1126 Epoch 13 Batch 937/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8849, Loss: 0.1208 Epoch 13 Batch 938/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8704, Loss: 0.1156 Epoch 13 Batch 939/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8690, Loss: 0.1108 Epoch 13 Batch 940/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8707, Loss: 0.1047 Epoch 13 Batch 941/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8647, Loss: 0.0929 Epoch 13 Batch 942/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8697, Loss: 0.1165 Epoch 13 Batch 943/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8686, Loss: 0.1101 Epoch 13 Batch 944/1077 - Train Accuracy: 0.8765, Validation Accuracy: 0.8786, Loss: 0.0974 Epoch 13 Batch 945/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8746, Loss: 0.0972 Epoch 13 Batch 946/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8714, Loss: 0.1023 Epoch 13 Batch 947/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8743, Loss: 0.1212 Epoch 13 Batch 948/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8743, Loss: 0.1038 Epoch 13 Batch 949/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8739, Loss: 0.0890 Epoch 13 Batch 950/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8750, Loss: 0.0987 Epoch 13 Batch 951/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8746, Loss: 0.1133 Epoch 13 Batch 952/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8743, Loss: 0.0966 Epoch 13 Batch 953/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.8750, Loss: 0.0946 Epoch 13 Batch 954/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8768, Loss: 0.1189 Epoch 13 Batch 955/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8789, Loss: 0.1086 Epoch 13 Batch 956/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8793, Loss: 0.1059 Epoch 13 Batch 957/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8793, Loss: 0.1000 Epoch 13 Batch 958/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8835, Loss: 0.1135 Epoch 13 Batch 959/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8835, Loss: 0.1075 Epoch 13 Batch 960/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8775, Loss: 0.1036 Epoch 13 Batch 961/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8782, Loss: 0.0980 Epoch 13 Batch 962/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8786, Loss: 0.0996 Epoch 13 Batch 963/1077 - Train Accuracy: 0.8924, Validation Accuracy: 0.8786, Loss: 0.1238 Epoch 13 Batch 964/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.8729, Loss: 0.1000 Epoch 13 Batch 965/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8786, Loss: 0.1171 Epoch 13 Batch 966/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8782, Loss: 0.0862 Epoch 13 Batch 967/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8786, Loss: 0.1028 Epoch 13 Batch 968/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8778, Loss: 0.1201 Epoch 13 Batch 969/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8825, Loss: 0.1208 Epoch 13 Batch 970/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8732, Loss: 0.1140 Epoch 13 Batch 971/1077 - Train Accuracy: 0.8958, Validation Accuracy: 0.8732, Loss: 0.1076 Epoch 13 Batch 972/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8722, Loss: 0.1023 Epoch 13 Batch 973/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8825, Loss: 0.0924 Epoch 13 Batch 974/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8871, Loss: 0.0967 Epoch 13 Batch 975/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8846, Loss: 0.1020 Epoch 13 Batch 976/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8814, Loss: 0.0975 Epoch 13 Batch 977/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8714, Loss: 0.0928 Epoch 13 Batch 978/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8768, Loss: 0.1151 Epoch 13 Batch 979/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8764, Loss: 0.1111 Epoch 13 Batch 980/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8896, Loss: 0.1142 Epoch 13 Batch 981/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8828, Loss: 0.1021 Epoch 13 Batch 982/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8821, Loss: 0.1086 Epoch 13 Batch 983/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8828, Loss: 0.1097 Epoch 13 Batch 984/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8775, Loss: 0.1199 Epoch 13 Batch 985/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8775, Loss: 0.1005 Epoch 13 Batch 986/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8821, Loss: 0.1009 Epoch 13 Batch 987/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8718, Loss: 0.0957 Epoch 13 Batch 988/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8672, Loss: 0.1038 Epoch 13 Batch 989/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8679, Loss: 0.1247 Epoch 13 Batch 990/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8718, Loss: 0.1163 Epoch 13 Batch 991/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8704, Loss: 0.1076 Epoch 13 Batch 992/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8761, Loss: 0.1080 Epoch 13 Batch 993/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8768, Loss: 0.0840 Epoch 13 Batch 994/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8821, Loss: 0.0950 Epoch 13 Batch 995/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8771, Loss: 0.0975 Epoch 13 Batch 996/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8668, Loss: 0.1007 Epoch 13 Batch 997/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8764, Loss: 0.1147 Epoch 13 Batch 998/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8761, Loss: 0.1013 Epoch 13 Batch 999/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8665, Loss: 0.1050 Epoch 13 Batch 1000/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8679, Loss: 0.1032 Epoch 13 Batch 1001/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8725, Loss: 0.0868 Epoch 13 Batch 1002/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8771, Loss: 0.0914 Epoch 13 Batch 1003/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8807, Loss: 0.0983 Epoch 13 Batch 1004/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8906, Loss: 0.1085 Epoch 13 Batch 1005/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8931, Loss: 0.1053 Epoch 13 Batch 1006/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8871, Loss: 0.0930 Epoch 13 Batch 1007/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8871, Loss: 0.0956 Epoch 13 Batch 1008/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8871, Loss: 0.1052 Epoch 13 Batch 1009/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8839, Loss: 0.0861 Epoch 13 Batch 1010/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8917, Loss: 0.1011 Epoch 13 Batch 1011/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8917, Loss: 0.0980 Epoch 13 Batch 1012/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8956, Loss: 0.0905 Epoch 13 Batch 1013/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8906, Loss: 0.0907 Epoch 13 Batch 1014/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8931, Loss: 0.0997 Epoch 13 Batch 1015/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8874, Loss: 0.1193 Epoch 13 Batch 1016/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8867, Loss: 0.1207 Epoch 13 Batch 1017/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8874, Loss: 0.1001 Epoch 13 Batch 1018/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8899, Loss: 0.1041 Epoch 13 Batch 1019/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9009, Loss: 0.1192 Epoch 13 Batch 1020/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8942, Loss: 0.0969 Epoch 13 Batch 1021/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8935, Loss: 0.1148 Epoch 13 Batch 1022/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8892, Loss: 0.0963 Epoch 13 Batch 1023/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8857, Loss: 0.0956 Epoch 13 Batch 1024/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8885, Loss: 0.1084 Epoch 13 Batch 1025/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8874, Loss: 0.1040 Epoch 13 Batch 1026/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8853, Loss: 0.1079 Epoch 13 Batch 1027/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8899, Loss: 0.1065 Epoch 13 Batch 1028/1077 - Train Accuracy: 0.8471, Validation Accuracy: 0.8878, Loss: 0.1158 Epoch 13 Batch 1029/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8754, Loss: 0.0910 Epoch 13 Batch 1030/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8786, Loss: 0.1085 Epoch 13 Batch 1031/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8796, Loss: 0.1218 Epoch 13 Batch 1032/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8768, Loss: 0.1215 Epoch 13 Batch 1033/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8814, Loss: 0.1074 Epoch 13 Batch 1034/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8707, Loss: 0.1124 Epoch 13 Batch 1035/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8704, Loss: 0.0827 Epoch 13 Batch 1036/1077 - Train Accuracy: 0.8765, Validation Accuracy: 0.8647, Loss: 0.1351 Epoch 13 Batch 1037/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8679, Loss: 0.1063 Epoch 13 Batch 1038/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8732, Loss: 0.1185 Epoch 13 Batch 1039/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8683, Loss: 0.1033 Epoch 13 Batch 1040/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8640, Loss: 0.1079 Epoch 13 Batch 1041/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8683, Loss: 0.1123 Epoch 13 Batch 1042/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8626, Loss: 0.1041 Epoch 13 Batch 1043/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8807, Loss: 0.1266 Epoch 13 Batch 1044/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8793, Loss: 0.1075 Epoch 13 Batch 1045/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8832, Loss: 0.1062 Epoch 13 Batch 1046/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8846, Loss: 0.0903 Epoch 13 Batch 1047/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8793, Loss: 0.0992 Epoch 13 Batch 1048/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8778, Loss: 0.1030 Epoch 13 Batch 1049/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8757, Loss: 0.1066 Epoch 13 Batch 1050/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8821, Loss: 0.0932 Epoch 13 Batch 1051/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8892, Loss: 0.1046 Epoch 13 Batch 1052/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8988, Loss: 0.0983 Epoch 13 Batch 1053/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8967, Loss: 0.1050 Epoch 13 Batch 1054/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8924, Loss: 0.0890 Epoch 13 Batch 1055/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8817, Loss: 0.1345 Epoch 13 Batch 1056/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8828, Loss: 0.1074 Epoch 13 Batch 1057/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8800, Loss: 0.1228 Epoch 13 Batch 1058/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.8778, Loss: 0.1168 Epoch 13 Batch 1059/1077 - Train Accuracy: 0.8623, Validation Accuracy: 0.8842, Loss: 0.1279 Epoch 13 Batch 1060/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8768, Loss: 0.0976 Epoch 13 Batch 1061/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8768, Loss: 0.1220 Epoch 13 Batch 1062/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8746, Loss: 0.1253 Epoch 13 Batch 1063/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8832, Loss: 0.1166 Epoch 13 Batch 1064/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8842, Loss: 0.1018 Epoch 13 Batch 1065/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8842, Loss: 0.1073 Epoch 13 Batch 1066/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8743, Loss: 0.0912 Epoch 13 Batch 1067/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8814, Loss: 0.1126 Epoch 13 Batch 1068/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8814, Loss: 0.0970 Epoch 13 Batch 1069/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8853, Loss: 0.0997 Epoch 13 Batch 1070/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8874, Loss: 0.1002 Epoch 13 Batch 1071/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8817, Loss: 0.0995 Epoch 13 Batch 1072/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8821, Loss: 0.0999 Epoch 13 Batch 1073/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8810, Loss: 0.1170 Epoch 13 Batch 1074/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8782, Loss: 0.1200 Epoch 13 Batch 1075/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8782, Loss: 0.1101 Epoch 14 Batch 1/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8722, Loss: 0.0879 Epoch 14 Batch 2/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8778, Loss: 0.1052 Epoch 14 Batch 3/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8739, Loss: 0.1027 Epoch 14 Batch 4/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8817, Loss: 0.1006 Epoch 14 Batch 5/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8839, Loss: 0.1176 Epoch 14 Batch 6/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8789, Loss: 0.1031 Epoch 14 Batch 7/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8825, Loss: 0.0990 Epoch 14 Batch 8/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8764, Loss: 0.0961 Epoch 14 Batch 9/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8725, Loss: 0.1023 Epoch 14 Batch 10/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8739, Loss: 0.0993 Epoch 14 Batch 11/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.8796, Loss: 0.1123 Epoch 14 Batch 12/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8796, Loss: 0.1038 Epoch 14 Batch 13/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8704, Loss: 0.1258 Epoch 14 Batch 14/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8743, Loss: 0.0880 Epoch 14 Batch 15/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8732, Loss: 0.1003 Epoch 14 Batch 16/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8729, Loss: 0.1088 Epoch 14 Batch 17/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8807, Loss: 0.1023 Epoch 14 Batch 18/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8853, Loss: 0.1030 Epoch 14 Batch 19/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8857, Loss: 0.1008 Epoch 14 Batch 20/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8853, Loss: 0.0925 Epoch 14 Batch 21/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8807, Loss: 0.1094 Epoch 14 Batch 22/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8814, Loss: 0.1079 Epoch 14 Batch 23/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8697, Loss: 0.0949 Epoch 14 Batch 24/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8732, Loss: 0.0953 Epoch 14 Batch 25/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8693, Loss: 0.0991 Epoch 14 Batch 26/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8786, Loss: 0.1105 Epoch 14 Batch 27/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8796, Loss: 0.0863 Epoch 14 Batch 28/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8849, Loss: 0.0987 Epoch 14 Batch 29/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8775, Loss: 0.1070 Epoch 14 Batch 30/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8757, Loss: 0.0951 Epoch 14 Batch 31/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8750, Loss: 0.0998 Epoch 14 Batch 32/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8750, Loss: 0.0891 Epoch 14 Batch 33/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8697, Loss: 0.0982 Epoch 14 Batch 34/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8796, Loss: 0.1026 Epoch 14 Batch 35/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8789, Loss: 0.1020 Epoch 14 Batch 36/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8793, Loss: 0.1046 Epoch 14 Batch 37/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8796, Loss: 0.0995 Epoch 14 Batch 38/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8807, Loss: 0.1237 Epoch 14 Batch 39/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8860, Loss: 0.1174 Epoch 14 Batch 40/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8768, Loss: 0.1008 Epoch 14 Batch 41/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8825, Loss: 0.0970 Epoch 14 Batch 42/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8778, Loss: 0.1087 Epoch 14 Batch 43/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.8789, Loss: 0.0911 Epoch 14 Batch 44/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8821, Loss: 0.0921 Epoch 14 Batch 45/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8839, Loss: 0.1007 Epoch 14 Batch 46/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8778, Loss: 0.1125 Epoch 14 Batch 47/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8768, Loss: 0.1002 Epoch 14 Batch 48/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8743, Loss: 0.1249 Epoch 14 Batch 49/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8750, Loss: 0.1091 Epoch 14 Batch 50/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8800, Loss: 0.0947 Epoch 14 Batch 51/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8860, Loss: 0.1006 Epoch 14 Batch 52/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8835, Loss: 0.1170 Epoch 14 Batch 53/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8807, Loss: 0.1001 Epoch 14 Batch 54/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8810, Loss: 0.1349 Epoch 14 Batch 55/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8803, Loss: 0.0954 Epoch 14 Batch 56/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8796, Loss: 0.0915 Epoch 14 Batch 57/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8782, Loss: 0.1042 Epoch 14 Batch 58/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8764, Loss: 0.0888 Epoch 14 Batch 59/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8775, Loss: 0.1098 Epoch 14 Batch 60/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8881, Loss: 0.0927 Epoch 14 Batch 61/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8878, Loss: 0.1092 Epoch 14 Batch 62/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8835, Loss: 0.1168 Epoch 14 Batch 63/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8864, Loss: 0.0838 Epoch 14 Batch 64/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8857, Loss: 0.0960 Epoch 14 Batch 65/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8853, Loss: 0.1028 Epoch 14 Batch 66/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8817, Loss: 0.0815 Epoch 14 Batch 67/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8842, Loss: 0.0982 Epoch 14 Batch 68/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8874, Loss: 0.1096 Epoch 14 Batch 69/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8871, Loss: 0.1172 Epoch 14 Batch 70/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8764, Loss: 0.1151 Epoch 14 Batch 71/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8817, Loss: 0.0782 Epoch 14 Batch 72/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8871, Loss: 0.1005 Epoch 14 Batch 73/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8881, Loss: 0.1013 Epoch 14 Batch 74/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8835, Loss: 0.0913 Epoch 14 Batch 75/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8896, Loss: 0.1290 Epoch 14 Batch 76/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8949, Loss: 0.0848 Epoch 14 Batch 77/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8981, Loss: 0.0973 Epoch 14 Batch 78/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8903, Loss: 0.1006 Epoch 14 Batch 79/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8942, Loss: 0.0958 Epoch 14 Batch 80/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8814, Loss: 0.0952 Epoch 14 Batch 81/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8825, Loss: 0.0924 Epoch 14 Batch 82/1077 - Train Accuracy: 0.8995, Validation Accuracy: 0.8849, Loss: 0.0986 Epoch 14 Batch 83/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8960, Loss: 0.0987 Epoch 14 Batch 84/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8960, Loss: 0.0968 Epoch 14 Batch 85/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8942, Loss: 0.0973 Epoch 14 Batch 86/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8888, Loss: 0.0980 Epoch 14 Batch 87/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8938, Loss: 0.1218 Epoch 14 Batch 88/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8821, Loss: 0.1142 Epoch 14 Batch 89/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8839, Loss: 0.1025 Epoch 14 Batch 90/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8825, Loss: 0.1005 Epoch 14 Batch 91/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8888, Loss: 0.0892 Epoch 14 Batch 92/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8906, Loss: 0.1021 Epoch 14 Batch 93/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8931, Loss: 0.1038 Epoch 14 Batch 94/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8928, Loss: 0.0819 Epoch 14 Batch 95/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8931, Loss: 0.1092 Epoch 14 Batch 96/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8892, Loss: 0.1113 Epoch 14 Batch 97/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8857, Loss: 0.0992 Epoch 14 Batch 98/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8814, Loss: 0.1021 Epoch 14 Batch 99/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8778, Loss: 0.0913 Epoch 14 Batch 100/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8782, Loss: 0.0943 Epoch 14 Batch 101/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8874, Loss: 0.0870 Epoch 14 Batch 102/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8920, Loss: 0.0941 Epoch 14 Batch 103/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8857, Loss: 0.1185 Epoch 14 Batch 104/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.8874, Loss: 0.1036 Epoch 14 Batch 105/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8775, Loss: 0.0959 Epoch 14 Batch 106/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8817, Loss: 0.1142 Epoch 14 Batch 107/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8970, Loss: 0.0996 Epoch 14 Batch 108/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8913, Loss: 0.0926 Epoch 14 Batch 109/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8896, Loss: 0.1003 Epoch 14 Batch 110/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8910, Loss: 0.0854 Epoch 14 Batch 111/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8832, Loss: 0.0978 Epoch 14 Batch 112/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8825, Loss: 0.0948 Epoch 14 Batch 113/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8814, Loss: 0.1138 Epoch 14 Batch 114/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8821, Loss: 0.0816 Epoch 14 Batch 115/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8775, Loss: 0.1108 Epoch 14 Batch 116/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8768, Loss: 0.1214 Epoch 14 Batch 117/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8849, Loss: 0.1050 Epoch 14 Batch 118/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8814, Loss: 0.1043 Epoch 14 Batch 119/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8967, Loss: 0.0978 Epoch 14 Batch 120/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8967, Loss: 0.1105 Epoch 14 Batch 121/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8903, Loss: 0.0982 Epoch 14 Batch 122/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8857, Loss: 0.0901 Epoch 14 Batch 123/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8789, Loss: 0.0853 Epoch 14 Batch 124/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8793, Loss: 0.1086 Epoch 14 Batch 125/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8828, Loss: 0.1001 Epoch 14 Batch 126/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8832, Loss: 0.0854 Epoch 14 Batch 127/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8754, Loss: 0.0914 Epoch 14 Batch 128/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.8960, Loss: 0.0957 Epoch 14 Batch 129/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8928, Loss: 0.1044 Epoch 14 Batch 130/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8931, Loss: 0.0909 Epoch 14 Batch 131/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8803, Loss: 0.0989 Epoch 14 Batch 132/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8754, Loss: 0.0995 Epoch 14 Batch 133/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8697, Loss: 0.0955 Epoch 14 Batch 134/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8697, Loss: 0.0887 Epoch 14 Batch 135/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8683, Loss: 0.0945 Epoch 14 Batch 136/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8700, Loss: 0.0867 Epoch 14 Batch 137/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8718, Loss: 0.0843 Epoch 14 Batch 138/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8817, Loss: 0.0954 Epoch 14 Batch 139/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8874, Loss: 0.1002 Epoch 14 Batch 140/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8899, Loss: 0.1038 Epoch 14 Batch 141/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8821, Loss: 0.0960 Epoch 14 Batch 142/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8821, Loss: 0.0935 Epoch 14 Batch 143/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8775, Loss: 0.1068 Epoch 14 Batch 144/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8796, Loss: 0.1218 Epoch 14 Batch 145/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8782, Loss: 0.0985 Epoch 14 Batch 146/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8782, Loss: 0.1298 Epoch 14 Batch 147/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8789, Loss: 0.1014 Epoch 14 Batch 148/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8786, Loss: 0.1061 Epoch 14 Batch 149/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8746, Loss: 0.1047 Epoch 14 Batch 150/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8896, Loss: 0.1025 Epoch 14 Batch 151/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8750, Loss: 0.0893 Epoch 14 Batch 152/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8764, Loss: 0.1127 Epoch 14 Batch 153/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8768, Loss: 0.1119 Epoch 14 Batch 154/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8817, Loss: 0.1096 Epoch 14 Batch 155/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8789, Loss: 0.1040 Epoch 14 Batch 156/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8817, Loss: 0.0912 Epoch 14 Batch 157/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8888, Loss: 0.1012 Epoch 14 Batch 158/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.8849, Loss: 0.1049 Epoch 14 Batch 159/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8722, Loss: 0.0897 Epoch 14 Batch 160/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8771, Loss: 0.0890 Epoch 14 Batch 161/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8899, Loss: 0.0912 Epoch 14 Batch 162/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8910, Loss: 0.1231 Epoch 14 Batch 163/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.8860, Loss: 0.1063 Epoch 14 Batch 164/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8842, Loss: 0.1010 Epoch 14 Batch 165/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8853, Loss: 0.1078 Epoch 14 Batch 166/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8810, Loss: 0.1089 Epoch 14 Batch 167/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8807, Loss: 0.0930 Epoch 14 Batch 168/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8800, Loss: 0.1143 Epoch 14 Batch 169/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8796, Loss: 0.1052 Epoch 14 Batch 170/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8782, Loss: 0.1024 Epoch 14 Batch 171/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8768, Loss: 0.0918 Epoch 14 Batch 172/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8771, Loss: 0.0834 Epoch 14 Batch 173/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8874, Loss: 0.1033 Epoch 14 Batch 174/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8871, Loss: 0.0976 Epoch 14 Batch 175/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8828, Loss: 0.0958 Epoch 14 Batch 176/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8754, Loss: 0.1014 Epoch 14 Batch 177/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8807, Loss: 0.1015 Epoch 14 Batch 178/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8718, Loss: 0.0991 Epoch 14 Batch 179/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8718, Loss: 0.1046 Epoch 14 Batch 180/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8711, Loss: 0.0911 Epoch 14 Batch 181/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8750, Loss: 0.1075 Epoch 14 Batch 182/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8711, Loss: 0.1045 Epoch 14 Batch 183/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8878, Loss: 0.1090 Epoch 14 Batch 184/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8835, Loss: 0.0953 Epoch 14 Batch 185/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8888, Loss: 0.0982 Epoch 14 Batch 186/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8881, Loss: 0.1006 Epoch 14 Batch 187/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8825, Loss: 0.0839 Epoch 14 Batch 188/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8825, Loss: 0.0915 Epoch 14 Batch 189/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8832, Loss: 0.1003 Epoch 14 Batch 190/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8828, Loss: 0.0978 Epoch 14 Batch 191/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8931, Loss: 0.0872 Epoch 14 Batch 192/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8928, Loss: 0.1251 Epoch 14 Batch 193/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8810, Loss: 0.0950 Epoch 14 Batch 194/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8761, Loss: 0.0869 Epoch 14 Batch 195/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8814, Loss: 0.0936 Epoch 14 Batch 196/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8878, Loss: 0.0946 Epoch 14 Batch 197/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8828, Loss: 0.1082 Epoch 14 Batch 198/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8817, Loss: 0.0979 Epoch 14 Batch 199/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8888, Loss: 0.0831 Epoch 14 Batch 200/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8835, Loss: 0.0992 Epoch 14 Batch 201/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8835, Loss: 0.0856 Epoch 14 Batch 202/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8665, Loss: 0.0984 Epoch 14 Batch 203/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8746, Loss: 0.1038 Epoch 14 Batch 204/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8828, Loss: 0.1146 Epoch 14 Batch 205/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8878, Loss: 0.1062 Epoch 14 Batch 206/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8864, Loss: 0.0943 Epoch 14 Batch 207/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8828, Loss: 0.0900 Epoch 14 Batch 208/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8892, Loss: 0.0980 Epoch 14 Batch 209/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8881, Loss: 0.0849 Epoch 14 Batch 210/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8864, Loss: 0.1024 Epoch 14 Batch 211/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8871, Loss: 0.0967 Epoch 14 Batch 212/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8853, Loss: 0.0920 Epoch 14 Batch 213/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8857, Loss: 0.0867 Epoch 14 Batch 214/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8853, Loss: 0.0954 Epoch 14 Batch 215/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8860, Loss: 0.1093 Epoch 14 Batch 216/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8814, Loss: 0.1123 Epoch 14 Batch 217/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8768, Loss: 0.0922 Epoch 14 Batch 218/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8718, Loss: 0.1142 Epoch 14 Batch 219/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8640, Loss: 0.0911 Epoch 14 Batch 220/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8693, Loss: 0.0949 Epoch 14 Batch 221/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.8817, Loss: 0.0979 Epoch 14 Batch 222/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8817, Loss: 0.0970 Epoch 14 Batch 223/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8817, Loss: 0.0976 Epoch 14 Batch 224/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8814, Loss: 0.1071 Epoch 14 Batch 225/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8860, Loss: 0.1076 Epoch 14 Batch 226/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8771, Loss: 0.0856 Epoch 14 Batch 227/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8761, Loss: 0.1107 Epoch 14 Batch 228/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8764, Loss: 0.0947 Epoch 14 Batch 229/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8754, Loss: 0.1052 Epoch 14 Batch 230/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8853, Loss: 0.0853 Epoch 14 Batch 231/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8924, Loss: 0.1119 Epoch 14 Batch 232/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8935, Loss: 0.0873 Epoch 14 Batch 233/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8931, Loss: 0.1103 Epoch 14 Batch 234/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8842, Loss: 0.1135 Epoch 14 Batch 235/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8853, Loss: 0.0945 Epoch 14 Batch 236/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8846, Loss: 0.1037 Epoch 14 Batch 237/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8807, Loss: 0.0840 Epoch 14 Batch 238/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8810, Loss: 0.0971 Epoch 14 Batch 239/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8860, Loss: 0.0796 Epoch 14 Batch 240/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8867, Loss: 0.0836 Epoch 14 Batch 241/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8864, Loss: 0.0861 Epoch 14 Batch 242/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8917, Loss: 0.0922 Epoch 14 Batch 243/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8885, Loss: 0.1023 Epoch 14 Batch 244/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.8867, Loss: 0.0866 Epoch 14 Batch 245/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8871, Loss: 0.0899 Epoch 14 Batch 246/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8878, Loss: 0.1015 Epoch 14 Batch 247/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8885, Loss: 0.0937 Epoch 14 Batch 248/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8771, Loss: 0.0935 Epoch 14 Batch 249/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8771, Loss: 0.0891 Epoch 14 Batch 250/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8786, Loss: 0.0855 Epoch 14 Batch 251/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8786, Loss: 0.1052 Epoch 14 Batch 252/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8849, Loss: 0.0954 Epoch 14 Batch 253/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8853, Loss: 0.0890 Epoch 14 Batch 254/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8952, Loss: 0.0942 Epoch 14 Batch 255/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8807, Loss: 0.0949 Epoch 14 Batch 256/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8906, Loss: 0.1257 Epoch 14 Batch 257/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8906, Loss: 0.1043 Epoch 14 Batch 258/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8906, Loss: 0.0917 Epoch 14 Batch 259/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8849, Loss: 0.0912 Epoch 14 Batch 260/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8825, Loss: 0.0929 Epoch 14 Batch 261/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8860, Loss: 0.0939 Epoch 14 Batch 262/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8835, Loss: 0.0865 Epoch 14 Batch 263/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8842, Loss: 0.0856 Epoch 14 Batch 264/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8881, Loss: 0.0981 Epoch 14 Batch 265/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8835, Loss: 0.0938 Epoch 14 Batch 266/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8825, Loss: 0.0971 Epoch 14 Batch 267/1077 - Train Accuracy: 0.9300, Validation Accuracy: 0.8768, Loss: 0.0824 Epoch 14 Batch 268/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8786, Loss: 0.1042 Epoch 14 Batch 269/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8786, Loss: 0.1073 Epoch 14 Batch 270/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8832, Loss: 0.1050 Epoch 14 Batch 271/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8885, Loss: 0.0895 Epoch 14 Batch 272/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8899, Loss: 0.1338 Epoch 14 Batch 273/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8874, Loss: 0.0947 Epoch 14 Batch 274/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8825, Loss: 0.1013 Epoch 14 Batch 275/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8754, Loss: 0.0975 Epoch 14 Batch 276/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8842, Loss: 0.1221 Epoch 14 Batch 277/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8864, Loss: 0.0885 Epoch 14 Batch 278/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8864, Loss: 0.1067 Epoch 14 Batch 279/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8832, Loss: 0.1140 Epoch 14 Batch 280/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8849, Loss: 0.0978 Epoch 14 Batch 281/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8846, Loss: 0.0994 Epoch 14 Batch 282/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8796, Loss: 0.1155 Epoch 14 Batch 283/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.8864, Loss: 0.1020 Epoch 14 Batch 284/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8903, Loss: 0.1004 Epoch 14 Batch 285/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8917, Loss: 0.0996 Epoch 14 Batch 286/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8722, Loss: 0.0910 Epoch 14 Batch 287/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8722, Loss: 0.0943 Epoch 14 Batch 288/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8718, Loss: 0.1083 Epoch 14 Batch 289/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8768, Loss: 0.0923 Epoch 14 Batch 290/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8821, Loss: 0.1220 Epoch 14 Batch 291/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8867, Loss: 0.1150 Epoch 14 Batch 292/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8881, Loss: 0.1005 Epoch 14 Batch 293/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8885, Loss: 0.1008 Epoch 14 Batch 294/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8917, Loss: 0.0928 Epoch 14 Batch 295/1077 - Train Accuracy: 0.8721, Validation Accuracy: 0.8924, Loss: 0.0994 Epoch 14 Batch 296/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8924, Loss: 0.0922 Epoch 14 Batch 297/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8874, Loss: 0.1086 Epoch 14 Batch 298/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8825, Loss: 0.1108 Epoch 14 Batch 299/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8835, Loss: 0.0981 Epoch 14 Batch 300/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.8864, Loss: 0.0867 Epoch 14 Batch 301/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8814, Loss: 0.0929 Epoch 14 Batch 302/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8814, Loss: 0.0941 Epoch 14 Batch 303/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8832, Loss: 0.1007 Epoch 14 Batch 304/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8789, Loss: 0.0921 Epoch 14 Batch 305/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8846, Loss: 0.1003 Epoch 14 Batch 306/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8896, Loss: 0.1050 Epoch 14 Batch 307/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8857, Loss: 0.0960 Epoch 14 Batch 308/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8807, Loss: 0.1074 Epoch 14 Batch 309/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8835, Loss: 0.0821 Epoch 14 Batch 310/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8825, Loss: 0.0960 Epoch 14 Batch 311/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8874, Loss: 0.0873 Epoch 14 Batch 312/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8881, Loss: 0.1100 Epoch 14 Batch 313/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8928, Loss: 0.0828 Epoch 14 Batch 314/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8881, Loss: 0.0967 Epoch 14 Batch 315/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8928, Loss: 0.0828 Epoch 14 Batch 316/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8931, Loss: 0.0917 Epoch 14 Batch 317/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9002, Loss: 0.1087 Epoch 14 Batch 318/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8942, Loss: 0.0884 Epoch 14 Batch 319/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8842, Loss: 0.1123 Epoch 14 Batch 320/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8839, Loss: 0.1103 Epoch 14 Batch 321/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8739, Loss: 0.0956 Epoch 14 Batch 322/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8718, Loss: 0.0885 Epoch 14 Batch 323/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8871, Loss: 0.1009 Epoch 14 Batch 324/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8828, Loss: 0.0960 Epoch 14 Batch 325/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8761, Loss: 0.0965 Epoch 14 Batch 326/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8761, Loss: 0.0916 Epoch 14 Batch 327/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8832, Loss: 0.1098 Epoch 14 Batch 328/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8732, Loss: 0.1110 Epoch 14 Batch 329/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8714, Loss: 0.0984 Epoch 14 Batch 330/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8714, Loss: 0.1022 Epoch 14 Batch 331/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8793, Loss: 0.0990 Epoch 14 Batch 332/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8796, Loss: 0.0754 Epoch 14 Batch 333/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.8771, Loss: 0.0819 Epoch 14 Batch 334/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8782, Loss: 0.0923 Epoch 14 Batch 335/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8786, Loss: 0.0942 Epoch 14 Batch 336/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8842, Loss: 0.1279 Epoch 14 Batch 337/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8846, Loss: 0.1136 Epoch 14 Batch 338/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8881, Loss: 0.1181 Epoch 14 Batch 339/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8899, Loss: 0.0884 Epoch 14 Batch 340/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8903, Loss: 0.0916 Epoch 14 Batch 341/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8899, Loss: 0.1270 Epoch 14 Batch 342/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8871, Loss: 0.0940 Epoch 14 Batch 343/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8860, Loss: 0.1006 Epoch 14 Batch 344/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8857, Loss: 0.0898 Epoch 14 Batch 345/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8878, Loss: 0.0919 Epoch 14 Batch 346/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8782, Loss: 0.0983 Epoch 14 Batch 347/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8750, Loss: 0.0849 Epoch 14 Batch 348/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8810, Loss: 0.0942 Epoch 14 Batch 349/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8860, Loss: 0.0920 Epoch 14 Batch 350/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8857, Loss: 0.1019 Epoch 14 Batch 351/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.8849, Loss: 0.1033 Epoch 14 Batch 352/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8924, Loss: 0.0925 Epoch 14 Batch 353/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8928, Loss: 0.1088 Epoch 14 Batch 354/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8970, Loss: 0.1143 Epoch 14 Batch 355/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8888, Loss: 0.0964 Epoch 14 Batch 356/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8846, Loss: 0.1057 Epoch 14 Batch 357/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8839, Loss: 0.0931 Epoch 14 Batch 358/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8828, Loss: 0.1144 Epoch 14 Batch 359/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8817, Loss: 0.0936 Epoch 14 Batch 360/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8768, Loss: 0.0904 Epoch 14 Batch 361/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8960, Loss: 0.0938 Epoch 14 Batch 362/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8839, Loss: 0.1024 Epoch 14 Batch 363/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8910, Loss: 0.1030 Epoch 14 Batch 364/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8892, Loss: 0.1075 Epoch 14 Batch 365/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8849, Loss: 0.0810 Epoch 14 Batch 366/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8892, Loss: 0.0877 Epoch 14 Batch 367/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8807, Loss: 0.0809 Epoch 14 Batch 368/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8860, Loss: 0.0952 Epoch 14 Batch 369/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8853, Loss: 0.0994 Epoch 14 Batch 370/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8793, Loss: 0.0935 Epoch 14 Batch 371/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8768, Loss: 0.0950 Epoch 14 Batch 372/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8839, Loss: 0.0843 Epoch 14 Batch 373/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8839, Loss: 0.0804 Epoch 14 Batch 374/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8828, Loss: 0.1073 Epoch 14 Batch 375/1077 - Train Accuracy: 0.9343, Validation Accuracy: 0.8754, Loss: 0.0956 Epoch 14 Batch 376/1077 - Train Accuracy: 0.8892, Validation Accuracy: 0.8629, Loss: 0.1022 Epoch 14 Batch 377/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8729, Loss: 0.1019 Epoch 14 Batch 378/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8814, Loss: 0.0823 Epoch 14 Batch 379/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8771, Loss: 0.1089 Epoch 14 Batch 380/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8771, Loss: 0.0822 Epoch 14 Batch 381/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8828, Loss: 0.1095 Epoch 14 Batch 382/1077 - Train Accuracy: 0.8761, Validation Accuracy: 0.8878, Loss: 0.1206 Epoch 14 Batch 383/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8793, Loss: 0.1058 Epoch 14 Batch 384/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8778, Loss: 0.0895 Epoch 14 Batch 385/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8828, Loss: 0.0919 Epoch 14 Batch 386/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8828, Loss: 0.0938 Epoch 14 Batch 387/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8782, Loss: 0.0974 Epoch 14 Batch 388/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8711, Loss: 0.1091 Epoch 14 Batch 389/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8714, Loss: 0.0987 Epoch 14 Batch 390/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8764, Loss: 0.1187 Epoch 14 Batch 391/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8718, Loss: 0.1008 Epoch 14 Batch 392/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8718, Loss: 0.1001 Epoch 14 Batch 393/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8771, Loss: 0.1004 Epoch 14 Batch 394/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8722, Loss: 0.0970 Epoch 14 Batch 395/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8814, Loss: 0.0928 Epoch 14 Batch 396/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8871, Loss: 0.1083 Epoch 14 Batch 397/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8874, Loss: 0.0935 Epoch 14 Batch 398/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8928, Loss: 0.1048 Epoch 14 Batch 399/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8888, Loss: 0.1033 Epoch 14 Batch 400/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8899, Loss: 0.1051 Epoch 14 Batch 401/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8828, Loss: 0.0975 Epoch 14 Batch 402/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8942, Loss: 0.0872 Epoch 14 Batch 403/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8885, Loss: 0.1108 Epoch 14 Batch 404/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8867, Loss: 0.0968 Epoch 14 Batch 405/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8789, Loss: 0.1062 Epoch 14 Batch 406/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8793, Loss: 0.0855 Epoch 14 Batch 407/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8732, Loss: 0.1135 Epoch 14 Batch 408/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8786, Loss: 0.1022 Epoch 14 Batch 409/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8718, Loss: 0.1043 Epoch 14 Batch 410/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8810, Loss: 0.1088 Epoch 14 Batch 411/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8817, Loss: 0.0933 Epoch 14 Batch 412/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8871, Loss: 0.0843 Epoch 14 Batch 413/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8874, Loss: 0.0837 Epoch 14 Batch 414/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8867, Loss: 0.0956 Epoch 14 Batch 415/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8896, Loss: 0.1123 Epoch 14 Batch 416/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8892, Loss: 0.0961 Epoch 14 Batch 417/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8949, Loss: 0.1226 Epoch 14 Batch 418/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8938, Loss: 0.0959 Epoch 14 Batch 419/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8942, Loss: 0.0860 Epoch 14 Batch 420/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8942, Loss: 0.0909 Epoch 14 Batch 421/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8935, Loss: 0.1114 Epoch 14 Batch 422/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8857, Loss: 0.0934 Epoch 14 Batch 423/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8913, Loss: 0.1012 Epoch 14 Batch 424/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8857, Loss: 0.0961 Epoch 14 Batch 425/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8885, Loss: 0.0825 Epoch 14 Batch 426/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8871, Loss: 0.1078 Epoch 14 Batch 427/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8896, Loss: 0.0874 Epoch 14 Batch 428/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8967, Loss: 0.0812 Epoch 14 Batch 429/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8967, Loss: 0.0897 Epoch 14 Batch 430/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8967, Loss: 0.0915 Epoch 14 Batch 431/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8864, Loss: 0.0886 Epoch 14 Batch 432/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8896, Loss: 0.1018 Epoch 14 Batch 433/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8892, Loss: 0.1011 Epoch 14 Batch 434/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8888, Loss: 0.1013 Epoch 14 Batch 435/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.8832, Loss: 0.0997 Epoch 14 Batch 436/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8817, Loss: 0.0963 Epoch 14 Batch 437/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8789, Loss: 0.0871 Epoch 14 Batch 438/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8615, Loss: 0.0919 Epoch 14 Batch 439/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8743, Loss: 0.1049 Epoch 14 Batch 440/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8679, Loss: 0.1205 Epoch 14 Batch 441/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8711, Loss: 0.0905 Epoch 14 Batch 442/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8665, Loss: 0.0954 Epoch 14 Batch 443/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8693, Loss: 0.0930 Epoch 14 Batch 444/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8796, Loss: 0.0925 Epoch 14 Batch 445/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8867, Loss: 0.1018 Epoch 14 Batch 446/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8881, Loss: 0.0880 Epoch 14 Batch 447/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8821, Loss: 0.0971 Epoch 14 Batch 448/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8807, Loss: 0.1081 Epoch 14 Batch 449/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8807, Loss: 0.1043 Epoch 14 Batch 450/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8800, Loss: 0.0986 Epoch 14 Batch 451/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8832, Loss: 0.0929 Epoch 14 Batch 452/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8839, Loss: 0.0953 Epoch 14 Batch 453/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8888, Loss: 0.0905 Epoch 14 Batch 454/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8910, Loss: 0.1103 Epoch 14 Batch 455/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8903, Loss: 0.0904 Epoch 14 Batch 456/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8903, Loss: 0.0971 Epoch 14 Batch 457/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8842, Loss: 0.0921 Epoch 14 Batch 458/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8832, Loss: 0.1064 Epoch 14 Batch 459/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8835, Loss: 0.0906 Epoch 14 Batch 460/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8828, Loss: 0.0960 Epoch 14 Batch 461/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8885, Loss: 0.0932 Epoch 14 Batch 462/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8970, Loss: 0.1023 Epoch 14 Batch 463/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8952, Loss: 0.0941 Epoch 14 Batch 464/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8956, Loss: 0.0965 Epoch 14 Batch 465/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8977, Loss: 0.1199 Epoch 14 Batch 466/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8917, Loss: 0.0933 Epoch 14 Batch 467/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8970, Loss: 0.1044 Epoch 14 Batch 468/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8928, Loss: 0.0967 Epoch 14 Batch 469/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8956, Loss: 0.0905 Epoch 14 Batch 470/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8991, Loss: 0.0979 Epoch 14 Batch 471/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8903, Loss: 0.0869 Epoch 14 Batch 472/1077 - Train Accuracy: 0.8958, Validation Accuracy: 0.8888, Loss: 0.0826 Epoch 14 Batch 473/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8938, Loss: 0.1048 Epoch 14 Batch 474/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8910, Loss: 0.0971 Epoch 14 Batch 475/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8832, Loss: 0.0952 Epoch 14 Batch 476/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8892, Loss: 0.0841 Epoch 14 Batch 477/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8910, Loss: 0.0917 Epoch 14 Batch 478/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8974, Loss: 0.0964 Epoch 14 Batch 479/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8885, Loss: 0.1142 Epoch 14 Batch 480/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.8871, Loss: 0.0954 Epoch 14 Batch 481/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8938, Loss: 0.0946 Epoch 14 Batch 482/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8970, Loss: 0.1122 Epoch 14 Batch 483/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8825, Loss: 0.1072 Epoch 14 Batch 484/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8714, Loss: 0.0976 Epoch 14 Batch 485/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8839, Loss: 0.1066 Epoch 14 Batch 486/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.8885, Loss: 0.0895 Epoch 14 Batch 487/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8903, Loss: 0.0934 Epoch 14 Batch 488/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8789, Loss: 0.0851 Epoch 14 Batch 489/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8874, Loss: 0.0784 Epoch 14 Batch 490/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8910, Loss: 0.0970 Epoch 14 Batch 491/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8810, Loss: 0.1033 Epoch 14 Batch 492/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8810, Loss: 0.1018 Epoch 14 Batch 493/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8771, Loss: 0.0877 Epoch 14 Batch 494/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8828, Loss: 0.0849 Epoch 14 Batch 495/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8871, Loss: 0.0849 Epoch 14 Batch 496/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8839, Loss: 0.0909 Epoch 14 Batch 497/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8839, Loss: 0.0919 Epoch 14 Batch 498/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8842, Loss: 0.0909 Epoch 14 Batch 499/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8828, Loss: 0.0869 Epoch 14 Batch 500/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8789, Loss: 0.0830 Epoch 14 Batch 501/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8881, Loss: 0.0889 Epoch 14 Batch 502/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8881, Loss: 0.0965 Epoch 14 Batch 503/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8835, Loss: 0.0823 Epoch 14 Batch 504/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8892, Loss: 0.0934 Epoch 14 Batch 505/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8885, Loss: 0.0825 Epoch 14 Batch 506/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8878, Loss: 0.0979 Epoch 14 Batch 507/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8878, Loss: 0.0962 Epoch 14 Batch 508/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8881, Loss: 0.0879 Epoch 14 Batch 509/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8743, Loss: 0.1001 Epoch 14 Batch 510/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8697, Loss: 0.0914 Epoch 14 Batch 511/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8771, Loss: 0.0971 Epoch 14 Batch 512/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8832, Loss: 0.0845 Epoch 14 Batch 513/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8920, Loss: 0.0998 Epoch 14 Batch 514/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8867, Loss: 0.0970 Epoch 14 Batch 515/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8903, Loss: 0.1037 Epoch 14 Batch 516/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8956, Loss: 0.0900 Epoch 14 Batch 517/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8952, Loss: 0.1002 Epoch 14 Batch 518/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8913, Loss: 0.0849 Epoch 14 Batch 519/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8999, Loss: 0.0904 Epoch 14 Batch 520/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8977, Loss: 0.0873 Epoch 14 Batch 521/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8924, Loss: 0.0939 Epoch 14 Batch 522/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8910, Loss: 0.1169 Epoch 14 Batch 523/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8860, Loss: 0.0877 Epoch 14 Batch 524/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8871, Loss: 0.0998 Epoch 14 Batch 525/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8846, Loss: 0.0883 Epoch 14 Batch 526/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8899, Loss: 0.0842 Epoch 14 Batch 527/1077 - Train Accuracy: 0.8647, Validation Accuracy: 0.8761, Loss: 0.0910 Epoch 14 Batch 528/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8714, Loss: 0.0965 Epoch 14 Batch 529/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8750, Loss: 0.0921 Epoch 14 Batch 530/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8814, Loss: 0.1008 Epoch 14 Batch 531/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8920, Loss: 0.0989 Epoch 14 Batch 532/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8924, Loss: 0.1122 Epoch 14 Batch 533/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8931, Loss: 0.0968 Epoch 14 Batch 534/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8931, Loss: 0.1045 Epoch 14 Batch 535/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8888, Loss: 0.0968 Epoch 14 Batch 536/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8821, Loss: 0.1008 Epoch 14 Batch 537/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8920, Loss: 0.0937 Epoch 14 Batch 538/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8899, Loss: 0.0804 Epoch 14 Batch 539/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8977, Loss: 0.1055 Epoch 14 Batch 540/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8878, Loss: 0.0814 Epoch 14 Batch 541/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8878, Loss: 0.0906 Epoch 14 Batch 542/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8871, Loss: 0.0946 Epoch 14 Batch 543/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8846, Loss: 0.0892 Epoch 14 Batch 544/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8768, Loss: 0.0806 Epoch 14 Batch 545/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8814, Loss: 0.1023 Epoch 14 Batch 546/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8807, Loss: 0.1057 Epoch 14 Batch 547/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8857, Loss: 0.0893 Epoch 14 Batch 548/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8757, Loss: 0.1089 Epoch 14 Batch 549/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8800, Loss: 0.1086 Epoch 14 Batch 550/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8739, Loss: 0.0945 Epoch 14 Batch 551/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8757, Loss: 0.1110 Epoch 14 Batch 552/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8764, Loss: 0.1045 Epoch 14 Batch 553/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8789, Loss: 0.1148 Epoch 14 Batch 554/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8746, Loss: 0.0940 Epoch 14 Batch 555/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8786, Loss: 0.0899 Epoch 14 Batch 556/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8807, Loss: 0.0862 Epoch 14 Batch 557/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8786, Loss: 0.0868 Epoch 14 Batch 558/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8732, Loss: 0.0802 Epoch 14 Batch 559/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8832, Loss: 0.0923 Epoch 14 Batch 560/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8888, Loss: 0.0942 Epoch 14 Batch 561/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8821, Loss: 0.0861 Epoch 14 Batch 562/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.8881, Loss: 0.0795 Epoch 14 Batch 563/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8949, Loss: 0.1075 Epoch 14 Batch 564/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8949, Loss: 0.1113 Epoch 14 Batch 565/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8945, Loss: 0.1041 Epoch 14 Batch 566/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8949, Loss: 0.1075 Epoch 14 Batch 567/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8970, Loss: 0.0909 Epoch 14 Batch 568/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8988, Loss: 0.0923 Epoch 14 Batch 569/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8853, Loss: 0.0983 Epoch 14 Batch 570/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8849, Loss: 0.1024 Epoch 14 Batch 571/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8896, Loss: 0.0888 Epoch 14 Batch 572/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8928, Loss: 0.0856 Epoch 14 Batch 573/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8885, Loss: 0.1150 Epoch 14 Batch 574/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8871, Loss: 0.0987 Epoch 14 Batch 575/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8849, Loss: 0.0851 Epoch 14 Batch 576/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8885, Loss: 0.0921 Epoch 14 Batch 577/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8849, Loss: 0.0882 Epoch 14 Batch 578/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8899, Loss: 0.0946 Epoch 14 Batch 579/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8913, Loss: 0.0913 Epoch 14 Batch 580/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8817, Loss: 0.0831 Epoch 14 Batch 581/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8853, Loss: 0.0811 Epoch 14 Batch 582/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8896, Loss: 0.0867 Epoch 14 Batch 583/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8881, Loss: 0.1039 Epoch 14 Batch 584/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8888, Loss: 0.0891 Epoch 14 Batch 585/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8846, Loss: 0.0793 Epoch 14 Batch 586/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8899, Loss: 0.0904 Epoch 14 Batch 587/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8910, Loss: 0.0934 Epoch 14 Batch 588/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8906, Loss: 0.0861 Epoch 14 Batch 589/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.8906, Loss: 0.0854 Epoch 14 Batch 590/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8743, Loss: 0.1033 Epoch 14 Batch 591/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8764, Loss: 0.0804 Epoch 14 Batch 592/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8786, Loss: 0.0988 Epoch 14 Batch 593/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8817, Loss: 0.1008 Epoch 14 Batch 594/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8828, Loss: 0.1096 Epoch 14 Batch 595/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8853, Loss: 0.0880 Epoch 14 Batch 596/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8871, Loss: 0.0944 Epoch 14 Batch 597/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8871, Loss: 0.0954 Epoch 14 Batch 598/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.8874, Loss: 0.0878 Epoch 14 Batch 599/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8931, Loss: 0.1274 Epoch 14 Batch 600/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8928, Loss: 0.1051 Epoch 14 Batch 601/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8832, Loss: 0.0947 Epoch 14 Batch 602/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8828, Loss: 0.0965 Epoch 14 Batch 603/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8817, Loss: 0.0956 Epoch 14 Batch 604/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8782, Loss: 0.1140 Epoch 14 Batch 605/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8775, Loss: 0.1038 Epoch 14 Batch 606/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8825, Loss: 0.0798 Epoch 14 Batch 607/1077 - Train Accuracy: 0.9134, Validation Accuracy: 0.8789, Loss: 0.0959 Epoch 14 Batch 608/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8789, Loss: 0.1070 Epoch 14 Batch 609/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8849, Loss: 0.1032 Epoch 14 Batch 610/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8796, Loss: 0.1029 Epoch 14 Batch 611/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8842, Loss: 0.1005 Epoch 14 Batch 612/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8867, Loss: 0.0795 Epoch 14 Batch 613/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8814, Loss: 0.1065 Epoch 14 Batch 614/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8775, Loss: 0.0975 Epoch 14 Batch 615/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8853, Loss: 0.0892 Epoch 14 Batch 616/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8864, Loss: 0.1030 Epoch 14 Batch 617/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8864, Loss: 0.0908 Epoch 14 Batch 618/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8821, Loss: 0.0963 Epoch 14 Batch 619/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8814, Loss: 0.0847 Epoch 14 Batch 620/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8849, Loss: 0.0812 Epoch 14 Batch 621/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8849, Loss: 0.0925 Epoch 14 Batch 622/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8803, Loss: 0.0993 Epoch 14 Batch 623/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8860, Loss: 0.0977 Epoch 14 Batch 624/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8771, Loss: 0.0873 Epoch 14 Batch 625/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8825, Loss: 0.0893 Epoch 14 Batch 626/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8842, Loss: 0.0787 Epoch 14 Batch 627/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8800, Loss: 0.0885 Epoch 14 Batch 628/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8796, Loss: 0.1015 Epoch 14 Batch 629/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8878, Loss: 0.0970 Epoch 14 Batch 630/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8881, Loss: 0.0880 Epoch 14 Batch 631/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8888, Loss: 0.0939 Epoch 14 Batch 632/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8853, Loss: 0.0922 Epoch 14 Batch 633/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8764, Loss: 0.0956 Epoch 14 Batch 634/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8807, Loss: 0.0771 Epoch 14 Batch 635/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8842, Loss: 0.1120 Epoch 14 Batch 636/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8839, Loss: 0.0871 Epoch 14 Batch 637/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8761, Loss: 0.0913 Epoch 14 Batch 638/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8778, Loss: 0.0852 Epoch 14 Batch 639/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8864, Loss: 0.1039 Epoch 14 Batch 640/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8718, Loss: 0.0858 Epoch 14 Batch 641/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8704, Loss: 0.0836 Epoch 14 Batch 642/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8768, Loss: 0.0968 Epoch 14 Batch 643/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8746, Loss: 0.0810 Epoch 14 Batch 644/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8800, Loss: 0.0874 Epoch 14 Batch 645/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8796, Loss: 0.0942 Epoch 14 Batch 646/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8885, Loss: 0.0909 Epoch 14 Batch 647/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8878, Loss: 0.1011 Epoch 14 Batch 648/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8878, Loss: 0.0826 Epoch 14 Batch 649/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8888, Loss: 0.0916 Epoch 14 Batch 650/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8938, Loss: 0.0916 Epoch 14 Batch 651/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.8945, Loss: 0.0933 Epoch 14 Batch 652/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8945, Loss: 0.1009 Epoch 14 Batch 653/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8935, Loss: 0.0997 Epoch 14 Batch 654/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8881, Loss: 0.0906 Epoch 14 Batch 655/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8924, Loss: 0.1086 Epoch 14 Batch 656/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8920, Loss: 0.0966 Epoch 14 Batch 657/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8924, Loss: 0.1024 Epoch 14 Batch 658/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.8906, Loss: 0.0795 Epoch 14 Batch 659/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8956, Loss: 0.0959 Epoch 14 Batch 660/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8938, Loss: 0.0977 Epoch 14 Batch 661/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8920, Loss: 0.0930 Epoch 14 Batch 662/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8910, Loss: 0.0826 Epoch 14 Batch 663/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8899, Loss: 0.0774 Epoch 14 Batch 664/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8963, Loss: 0.0968 Epoch 14 Batch 665/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8931, Loss: 0.0908 Epoch 14 Batch 666/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8945, Loss: 0.0955 Epoch 14 Batch 667/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8945, Loss: 0.1057 Epoch 14 Batch 668/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.8899, Loss: 0.0863 Epoch 14 Batch 669/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8942, Loss: 0.0873 Epoch 14 Batch 670/1077 - Train Accuracy: 0.9247, Validation Accuracy: 0.8945, Loss: 0.0872 Epoch 14 Batch 671/1077 - Train Accuracy: 0.8919, Validation Accuracy: 0.8920, Loss: 0.1046 Epoch 14 Batch 672/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8864, Loss: 0.0848 Epoch 14 Batch 673/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8832, Loss: 0.0921 Epoch 14 Batch 674/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8888, Loss: 0.0848 Epoch 14 Batch 675/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8903, Loss: 0.1004 Epoch 14 Batch 676/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8899, Loss: 0.0898 Epoch 14 Batch 677/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8920, Loss: 0.1074 Epoch 14 Batch 678/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8924, Loss: 0.0865 Epoch 14 Batch 679/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.8938, Loss: 0.0926 Epoch 14 Batch 680/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8917, Loss: 0.0986 Epoch 14 Batch 681/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8910, Loss: 0.0910 Epoch 14 Batch 682/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8956, Loss: 0.0928 Epoch 14 Batch 683/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8931, Loss: 0.0835 Epoch 14 Batch 684/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8931, Loss: 0.0852 Epoch 14 Batch 685/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8864, Loss: 0.0985 Epoch 14 Batch 686/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8917, Loss: 0.0820 Epoch 14 Batch 687/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8871, Loss: 0.0925 Epoch 14 Batch 688/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8903, Loss: 0.0849 Epoch 14 Batch 689/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8906, Loss: 0.0830 Epoch 14 Batch 690/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8945, Loss: 0.0979 Epoch 14 Batch 691/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8956, Loss: 0.0996 Epoch 14 Batch 692/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8956, Loss: 0.0839 Epoch 14 Batch 693/1077 - Train Accuracy: 0.8623, Validation Accuracy: 0.8960, Loss: 0.1239 Epoch 14 Batch 694/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9013, Loss: 0.0933 Epoch 14 Batch 695/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8960, Loss: 0.0830 Epoch 14 Batch 696/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8963, Loss: 0.1047 Epoch 14 Batch 697/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8945, Loss: 0.0876 Epoch 14 Batch 698/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8903, Loss: 0.0857 Epoch 14 Batch 699/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8938, Loss: 0.0876 Epoch 14 Batch 700/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8906, Loss: 0.0851 Epoch 14 Batch 701/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9002, Loss: 0.0933 Epoch 14 Batch 702/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9041, Loss: 0.1041 Epoch 14 Batch 703/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8942, Loss: 0.0982 Epoch 14 Batch 704/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8888, Loss: 0.1063 Epoch 14 Batch 705/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8963, Loss: 0.1064 Epoch 14 Batch 706/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.9002, Loss: 0.1101 Epoch 14 Batch 707/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8956, Loss: 0.0941 Epoch 14 Batch 708/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.9041, Loss: 0.0929 Epoch 14 Batch 709/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8970, Loss: 0.1141 Epoch 14 Batch 710/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8896, Loss: 0.0858 Epoch 14 Batch 711/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8903, Loss: 0.1105 Epoch 14 Batch 712/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8864, Loss: 0.0876 Epoch 14 Batch 713/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8984, Loss: 0.0848 Epoch 14 Batch 714/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8942, Loss: 0.0994 Epoch 14 Batch 715/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8938, Loss: 0.0977 Epoch 14 Batch 716/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8945, Loss: 0.0801 Epoch 14 Batch 717/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8874, Loss: 0.0850 Epoch 14 Batch 718/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8849, Loss: 0.0975 Epoch 14 Batch 719/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8917, Loss: 0.0917 Epoch 14 Batch 720/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8913, Loss: 0.1002 Epoch 14 Batch 721/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8771, Loss: 0.0963 Epoch 14 Batch 722/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8754, Loss: 0.0872 Epoch 14 Batch 723/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8817, Loss: 0.0941 Epoch 14 Batch 724/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8853, Loss: 0.0938 Epoch 14 Batch 725/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8920, Loss: 0.0795 Epoch 14 Batch 726/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8942, Loss: 0.0924 Epoch 14 Batch 727/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8903, Loss: 0.0855 Epoch 14 Batch 728/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8991, Loss: 0.1042 Epoch 14 Batch 729/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8839, Loss: 0.1015 Epoch 14 Batch 730/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8842, Loss: 0.1048 Epoch 14 Batch 731/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8849, Loss: 0.0906 Epoch 14 Batch 732/1077 - Train Accuracy: 0.8614, Validation Accuracy: 0.8839, Loss: 0.1061 Epoch 14 Batch 733/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8892, Loss: 0.0971 Epoch 14 Batch 734/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8924, Loss: 0.0978 Epoch 14 Batch 735/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8956, Loss: 0.0885 Epoch 14 Batch 736/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8913, Loss: 0.0828 Epoch 14 Batch 737/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8942, Loss: 0.0995 Epoch 14 Batch 738/1077 - Train Accuracy: 0.9076, Validation Accuracy: 0.8942, Loss: 0.0745 Epoch 14 Batch 739/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8899, Loss: 0.0848 Epoch 14 Batch 740/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8864, Loss: 0.0800 Epoch 14 Batch 741/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8920, Loss: 0.0954 Epoch 14 Batch 742/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8938, Loss: 0.0908 Epoch 14 Batch 743/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8945, Loss: 0.0950 Epoch 14 Batch 744/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8878, Loss: 0.0895 Epoch 14 Batch 745/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8896, Loss: 0.0945 Epoch 14 Batch 746/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8842, Loss: 0.0850 Epoch 14 Batch 747/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8881, Loss: 0.0723 Epoch 14 Batch 748/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8935, Loss: 0.0847 Epoch 14 Batch 749/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8952, Loss: 0.0986 Epoch 14 Batch 750/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8928, Loss: 0.0913 Epoch 14 Batch 751/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8786, Loss: 0.0947 Epoch 14 Batch 752/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8796, Loss: 0.0926 Epoch 14 Batch 753/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8768, Loss: 0.0810 Epoch 14 Batch 754/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8771, Loss: 0.1024 Epoch 14 Batch 755/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8800, Loss: 0.1002 Epoch 14 Batch 756/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8853, Loss: 0.0938 Epoch 14 Batch 757/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8888, Loss: 0.0981 Epoch 14 Batch 758/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8832, Loss: 0.0769 Epoch 14 Batch 759/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8796, Loss: 0.0832 Epoch 14 Batch 760/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8775, Loss: 0.1032 Epoch 14 Batch 761/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8800, Loss: 0.0938 Epoch 14 Batch 762/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8825, Loss: 0.0846 Epoch 14 Batch 763/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8853, Loss: 0.0866 Epoch 14 Batch 764/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8807, Loss: 0.0847 Epoch 14 Batch 765/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8860, Loss: 0.0915 Epoch 14 Batch 766/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8920, Loss: 0.0944 Epoch 14 Batch 767/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8835, Loss: 0.0892 Epoch 14 Batch 768/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8857, Loss: 0.0979 Epoch 14 Batch 769/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8920, Loss: 0.0913 Epoch 14 Batch 770/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.9045, Loss: 0.0877 Epoch 14 Batch 771/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8995, Loss: 0.0940 Epoch 14 Batch 772/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8853, Loss: 0.0834 Epoch 14 Batch 773/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8832, Loss: 0.0828 Epoch 14 Batch 774/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8917, Loss: 0.1004 Epoch 14 Batch 775/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8938, Loss: 0.0918 Epoch 14 Batch 776/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8899, Loss: 0.0839 Epoch 14 Batch 777/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8786, Loss: 0.0891 Epoch 14 Batch 778/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8786, Loss: 0.0872 Epoch 14 Batch 779/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8814, Loss: 0.0901 Epoch 14 Batch 780/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8761, Loss: 0.1057 Epoch 14 Batch 781/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8871, Loss: 0.0715 Epoch 14 Batch 782/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8857, Loss: 0.0789 Epoch 14 Batch 783/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8810, Loss: 0.0986 Epoch 14 Batch 784/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8828, Loss: 0.0718 Epoch 14 Batch 785/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8803, Loss: 0.0837 Epoch 14 Batch 786/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8906, Loss: 0.0928 Epoch 14 Batch 787/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8906, Loss: 0.0828 Epoch 14 Batch 788/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8906, Loss: 0.0819 Epoch 14 Batch 789/1077 - Train Accuracy: 0.8729, Validation Accuracy: 0.8839, Loss: 0.0952 Epoch 14 Batch 790/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8835, Loss: 0.1036 Epoch 14 Batch 791/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8888, Loss: 0.1106 Epoch 14 Batch 792/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8842, Loss: 0.0962 Epoch 14 Batch 793/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8857, Loss: 0.0923 Epoch 14 Batch 794/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8839, Loss: 0.0806 Epoch 14 Batch 795/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8885, Loss: 0.0978 Epoch 14 Batch 796/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8892, Loss: 0.0925 Epoch 14 Batch 797/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8945, Loss: 0.0903 Epoch 14 Batch 798/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8949, Loss: 0.0898 Epoch 14 Batch 799/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8935, Loss: 0.1087 Epoch 14 Batch 800/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8960, Loss: 0.0886 Epoch 14 Batch 801/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8995, Loss: 0.0883 Epoch 14 Batch 802/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8928, Loss: 0.0997 Epoch 14 Batch 803/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8981, Loss: 0.0933 Epoch 14 Batch 804/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9006, Loss: 0.0868 Epoch 14 Batch 805/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8928, Loss: 0.0983 Epoch 14 Batch 806/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8867, Loss: 0.0857 Epoch 14 Batch 807/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8874, Loss: 0.0820 Epoch 14 Batch 808/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8888, Loss: 0.1128 Epoch 14 Batch 809/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8899, Loss: 0.1129 Epoch 14 Batch 810/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8881, Loss: 0.0782 Epoch 14 Batch 811/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8853, Loss: 0.0889 Epoch 14 Batch 812/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8867, Loss: 0.0949 Epoch 14 Batch 813/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8981, Loss: 0.0975 Epoch 14 Batch 814/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8920, Loss: 0.0971 Epoch 14 Batch 815/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8821, Loss: 0.0880 Epoch 14 Batch 816/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.8800, Loss: 0.0906 Epoch 14 Batch 817/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8899, Loss: 0.0980 Epoch 14 Batch 818/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8899, Loss: 0.0892 Epoch 14 Batch 819/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8803, Loss: 0.0899 Epoch 14 Batch 820/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8796, Loss: 0.0946 Epoch 14 Batch 821/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8796, Loss: 0.0866 Epoch 14 Batch 822/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8814, Loss: 0.0836 Epoch 14 Batch 823/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8853, Loss: 0.0874 Epoch 14 Batch 824/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8899, Loss: 0.0951 Epoch 14 Batch 825/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8800, Loss: 0.0844 Epoch 14 Batch 826/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8878, Loss: 0.0877 Epoch 14 Batch 827/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8807, Loss: 0.0862 Epoch 14 Batch 828/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8803, Loss: 0.0860 Epoch 14 Batch 829/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8803, Loss: 0.1069 Epoch 14 Batch 830/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8757, Loss: 0.0952 Epoch 14 Batch 831/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8825, Loss: 0.0908 Epoch 14 Batch 832/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8768, Loss: 0.0866 Epoch 14 Batch 833/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8796, Loss: 0.0911 Epoch 14 Batch 834/1077 - Train Accuracy: 0.9073, Validation Accuracy: 0.8739, Loss: 0.0937 Epoch 14 Batch 835/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8768, Loss: 0.0956 Epoch 14 Batch 836/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8796, Loss: 0.0927 Epoch 14 Batch 837/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8814, Loss: 0.1022 Epoch 14 Batch 838/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8821, Loss: 0.0874 Epoch 14 Batch 839/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8871, Loss: 0.0852 Epoch 14 Batch 840/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8878, Loss: 0.0912 Epoch 14 Batch 841/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8878, Loss: 0.1044 Epoch 14 Batch 842/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8857, Loss: 0.0839 Epoch 14 Batch 843/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8810, Loss: 0.0829 Epoch 14 Batch 844/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8867, Loss: 0.0853 Epoch 14 Batch 845/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8867, Loss: 0.0880 Epoch 14 Batch 846/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8920, Loss: 0.1043 Epoch 14 Batch 847/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8913, Loss: 0.0988 Epoch 14 Batch 848/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8913, Loss: 0.0787 Epoch 14 Batch 849/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8967, Loss: 0.0735 Epoch 14 Batch 850/1077 - Train Accuracy: 0.8843, Validation Accuracy: 0.8974, Loss: 0.1142 Epoch 14 Batch 851/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8977, Loss: 0.0968 Epoch 14 Batch 852/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8974, Loss: 0.1063 Epoch 14 Batch 853/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8864, Loss: 0.0824 Epoch 14 Batch 854/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8849, Loss: 0.0970 Epoch 14 Batch 855/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8842, Loss: 0.0971 Epoch 14 Batch 856/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8800, Loss: 0.0921 Epoch 14 Batch 857/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8828, Loss: 0.0893 Epoch 14 Batch 858/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8885, Loss: 0.0882 Epoch 14 Batch 859/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8903, Loss: 0.0940 Epoch 14 Batch 860/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8903, Loss: 0.0963 Epoch 14 Batch 861/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8849, Loss: 0.0864 Epoch 14 Batch 862/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8817, Loss: 0.0849 Epoch 14 Batch 863/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8832, Loss: 0.0767 Epoch 14 Batch 864/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8746, Loss: 0.0878 Epoch 14 Batch 865/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8835, Loss: 0.0906 Epoch 14 Batch 866/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8814, Loss: 0.0906 Epoch 14 Batch 867/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8750, Loss: 0.1363 Epoch 14 Batch 868/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8757, Loss: 0.0919 Epoch 14 Batch 869/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8817, Loss: 0.0916 Epoch 14 Batch 870/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8864, Loss: 0.1000 Epoch 14 Batch 871/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8885, Loss: 0.0811 Epoch 14 Batch 872/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8807, Loss: 0.0819 Epoch 14 Batch 873/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8803, Loss: 0.0967 Epoch 14 Batch 874/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8817, Loss: 0.0936 Epoch 14 Batch 875/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8825, Loss: 0.0854 Epoch 14 Batch 876/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8807, Loss: 0.0853 Epoch 14 Batch 877/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8810, Loss: 0.0766 Epoch 14 Batch 878/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8874, Loss: 0.0919 Epoch 14 Batch 879/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8874, Loss: 0.0766 Epoch 14 Batch 880/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8853, Loss: 0.0974 Epoch 14 Batch 881/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8736, Loss: 0.0942 Epoch 14 Batch 882/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8796, Loss: 0.1123 Epoch 14 Batch 883/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8839, Loss: 0.1175 Epoch 14 Batch 884/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8796, Loss: 0.0853 Epoch 14 Batch 885/1077 - Train Accuracy: 0.9205, Validation Accuracy: 0.8796, Loss: 0.0722 Epoch 14 Batch 886/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8839, Loss: 0.0859 Epoch 14 Batch 887/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8793, Loss: 0.1043 Epoch 14 Batch 888/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8746, Loss: 0.0987 Epoch 14 Batch 889/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8675, Loss: 0.0911 Epoch 14 Batch 890/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8725, Loss: 0.0910 Epoch 14 Batch 891/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.8800, Loss: 0.0871 Epoch 14 Batch 892/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8825, Loss: 0.0743 Epoch 14 Batch 893/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8849, Loss: 0.0997 Epoch 14 Batch 894/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8828, Loss: 0.0903 Epoch 14 Batch 895/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8842, Loss: 0.0893 Epoch 14 Batch 896/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8849, Loss: 0.1055 Epoch 14 Batch 897/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8782, Loss: 0.0835 Epoch 14 Batch 898/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8849, Loss: 0.0805 Epoch 14 Batch 899/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8888, Loss: 0.0932 Epoch 14 Batch 900/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8864, Loss: 0.1023 Epoch 14 Batch 901/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8839, Loss: 0.1052 Epoch 14 Batch 902/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8778, Loss: 0.1003 Epoch 14 Batch 903/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8782, Loss: 0.0890 Epoch 14 Batch 904/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8917, Loss: 0.0829 Epoch 14 Batch 905/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8892, Loss: 0.0776 Epoch 14 Batch 906/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8899, Loss: 0.0766 Epoch 14 Batch 907/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8956, Loss: 0.0964 Epoch 14 Batch 908/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8903, Loss: 0.1010 Epoch 14 Batch 909/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8867, Loss: 0.1030 Epoch 14 Batch 910/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8967, Loss: 0.0968 Epoch 14 Batch 911/1077 - Train Accuracy: 0.9045, Validation Accuracy: 0.8924, Loss: 0.1069 Epoch 14 Batch 912/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8913, Loss: 0.0912 Epoch 14 Batch 913/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8878, Loss: 0.1104 Epoch 14 Batch 914/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8935, Loss: 0.1228 Epoch 14 Batch 915/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9009, Loss: 0.0866 Epoch 14 Batch 916/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9048, Loss: 0.0973 Epoch 14 Batch 917/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9031, Loss: 0.0912 Epoch 14 Batch 918/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.9023, Loss: 0.0876 Epoch 14 Batch 919/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.8974, Loss: 0.0757 Epoch 14 Batch 920/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8967, Loss: 0.0946 Epoch 14 Batch 921/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8977, Loss: 0.1003 Epoch 14 Batch 922/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.9002, Loss: 0.0917 Epoch 14 Batch 923/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8956, Loss: 0.0860 Epoch 14 Batch 924/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8903, Loss: 0.1013 Epoch 14 Batch 925/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8906, Loss: 0.0820 Epoch 14 Batch 926/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8846, Loss: 0.1008 Epoch 14 Batch 927/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8839, Loss: 0.0986 Epoch 14 Batch 928/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8821, Loss: 0.0943 Epoch 14 Batch 929/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8874, Loss: 0.0903 Epoch 14 Batch 930/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8871, Loss: 0.0734 Epoch 14 Batch 931/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8807, Loss: 0.0866 Epoch 14 Batch 932/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8757, Loss: 0.0913 Epoch 14 Batch 933/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8775, Loss: 0.0810 Epoch 14 Batch 934/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8775, Loss: 0.0815 Epoch 14 Batch 935/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8778, Loss: 0.0874 Epoch 14 Batch 936/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8675, Loss: 0.0935 Epoch 14 Batch 937/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8690, Loss: 0.1026 Epoch 14 Batch 938/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8718, Loss: 0.0964 Epoch 14 Batch 939/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8817, Loss: 0.0959 Epoch 14 Batch 940/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8761, Loss: 0.0840 Epoch 14 Batch 941/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8800, Loss: 0.0798 Epoch 14 Batch 942/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8796, Loss: 0.1028 Epoch 14 Batch 943/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8860, Loss: 0.0949 Epoch 14 Batch 944/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8793, Loss: 0.0789 Epoch 14 Batch 945/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8807, Loss: 0.0784 Epoch 14 Batch 946/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.8707, Loss: 0.0809 Epoch 14 Batch 947/1077 - Train Accuracy: 0.8392, Validation Accuracy: 0.8750, Loss: 0.1002 Epoch 14 Batch 948/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8814, Loss: 0.0856 Epoch 14 Batch 949/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8832, Loss: 0.0726 Epoch 14 Batch 950/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8832, Loss: 0.0787 Epoch 14 Batch 951/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8935, Loss: 0.0908 Epoch 14 Batch 952/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8849, Loss: 0.0837 Epoch 14 Batch 953/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8881, Loss: 0.0787 Epoch 14 Batch 954/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8917, Loss: 0.0973 Epoch 14 Batch 955/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8821, Loss: 0.0952 Epoch 14 Batch 956/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8764, Loss: 0.0929 Epoch 14 Batch 957/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.8764, Loss: 0.0776 Epoch 14 Batch 958/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8764, Loss: 0.0939 Epoch 14 Batch 959/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8782, Loss: 0.0932 Epoch 14 Batch 960/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8853, Loss: 0.0886 Epoch 14 Batch 961/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8903, Loss: 0.0840 Epoch 14 Batch 962/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8796, Loss: 0.0868 Epoch 14 Batch 963/1077 - Train Accuracy: 0.9032, Validation Accuracy: 0.8743, Loss: 0.1034 Epoch 14 Batch 964/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.8793, Loss: 0.0757 Epoch 14 Batch 965/1077 - Train Accuracy: 0.8779, Validation Accuracy: 0.8867, Loss: 0.0999 Epoch 14 Batch 966/1077 - Train Accuracy: 0.9236, Validation Accuracy: 0.8775, Loss: 0.0732 Epoch 14 Batch 967/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8835, Loss: 0.0860 Epoch 14 Batch 968/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8846, Loss: 0.1024 Epoch 14 Batch 969/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8782, Loss: 0.1027 Epoch 14 Batch 970/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8828, Loss: 0.0937 Epoch 14 Batch 971/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8810, Loss: 0.0956 Epoch 14 Batch 972/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8864, Loss: 0.0856 Epoch 14 Batch 973/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8853, Loss: 0.0743 Epoch 14 Batch 974/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8853, Loss: 0.0790 Epoch 14 Batch 975/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8849, Loss: 0.0853 Epoch 14 Batch 976/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8793, Loss: 0.0889 Epoch 14 Batch 977/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8899, Loss: 0.0755 Epoch 14 Batch 978/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8899, Loss: 0.0921 Epoch 14 Batch 979/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8903, Loss: 0.0868 Epoch 14 Batch 980/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8910, Loss: 0.1015 Epoch 14 Batch 981/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8906, Loss: 0.0873 Epoch 14 Batch 982/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8825, Loss: 0.0920 Epoch 14 Batch 983/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8807, Loss: 0.0916 Epoch 14 Batch 984/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8789, Loss: 0.0927 Epoch 14 Batch 985/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8732, Loss: 0.0828 Epoch 14 Batch 986/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8778, Loss: 0.0838 Epoch 14 Batch 987/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8775, Loss: 0.0820 Epoch 14 Batch 988/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8768, Loss: 0.0929 Epoch 14 Batch 989/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8878, Loss: 0.1039 Epoch 14 Batch 990/1077 - Train Accuracy: 0.8919, Validation Accuracy: 0.8931, Loss: 0.1041 Epoch 14 Batch 991/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8938, Loss: 0.0928 Epoch 14 Batch 992/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8885, Loss: 0.0899 Epoch 14 Batch 993/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8817, Loss: 0.0677 Epoch 14 Batch 994/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8949, Loss: 0.0822 Epoch 14 Batch 995/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8917, Loss: 0.0838 Epoch 14 Batch 996/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8910, Loss: 0.0855 Epoch 14 Batch 997/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8846, Loss: 0.0919 Epoch 14 Batch 998/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8888, Loss: 0.0856 Epoch 14 Batch 999/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8821, Loss: 0.0906 Epoch 14 Batch 1000/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8803, Loss: 0.0881 Epoch 14 Batch 1001/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8803, Loss: 0.0725 Epoch 14 Batch 1002/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8906, Loss: 0.0777 Epoch 14 Batch 1003/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8857, Loss: 0.0857 Epoch 14 Batch 1004/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8867, Loss: 0.0931 Epoch 14 Batch 1005/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8995, Loss: 0.0883 Epoch 14 Batch 1006/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8920, Loss: 0.0756 Epoch 14 Batch 1007/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8888, Loss: 0.0787 Epoch 14 Batch 1008/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8860, Loss: 0.0844 Epoch 14 Batch 1009/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8917, Loss: 0.0704 Epoch 14 Batch 1010/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8917, Loss: 0.0857 Epoch 14 Batch 1011/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8924, Loss: 0.0850 Epoch 14 Batch 1012/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8938, Loss: 0.0722 Epoch 14 Batch 1013/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8867, Loss: 0.0719 Epoch 14 Batch 1014/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8913, Loss: 0.0826 Epoch 14 Batch 1015/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8949, Loss: 0.1060 Epoch 14 Batch 1016/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8867, Loss: 0.0960 Epoch 14 Batch 1017/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8881, Loss: 0.0829 Epoch 14 Batch 1018/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8849, Loss: 0.0881 Epoch 14 Batch 1019/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8885, Loss: 0.1016 Epoch 14 Batch 1020/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8931, Loss: 0.0812 Epoch 14 Batch 1021/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8839, Loss: 0.0963 Epoch 14 Batch 1022/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8786, Loss: 0.0785 Epoch 14 Batch 1023/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8729, Loss: 0.0843 Epoch 14 Batch 1024/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8832, Loss: 0.0938 Epoch 14 Batch 1025/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8849, Loss: 0.0867 Epoch 14 Batch 1026/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8888, Loss: 0.0929 Epoch 14 Batch 1027/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8867, Loss: 0.0841 Epoch 14 Batch 1028/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8952, Loss: 0.0941 Epoch 14 Batch 1029/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8807, Loss: 0.0784 Epoch 14 Batch 1030/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8842, Loss: 0.0934 Epoch 14 Batch 1031/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8874, Loss: 0.0999 Epoch 14 Batch 1032/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8952, Loss: 0.1044 Epoch 14 Batch 1033/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8995, Loss: 0.0942 Epoch 14 Batch 1034/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.9041, Loss: 0.0912 Epoch 14 Batch 1035/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.8974, Loss: 0.0695 Epoch 14 Batch 1036/1077 - Train Accuracy: 0.8798, Validation Accuracy: 0.8952, Loss: 0.1150 Epoch 14 Batch 1037/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8970, Loss: 0.0876 Epoch 14 Batch 1038/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8945, Loss: 0.0966 Epoch 14 Batch 1039/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8817, Loss: 0.0873 Epoch 14 Batch 1040/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8839, Loss: 0.0902 Epoch 14 Batch 1041/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8786, Loss: 0.0960 Epoch 14 Batch 1042/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8920, Loss: 0.0907 Epoch 14 Batch 1043/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8857, Loss: 0.1104 Epoch 14 Batch 1044/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8825, Loss: 0.0919 Epoch 14 Batch 1045/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8885, Loss: 0.0878 Epoch 14 Batch 1046/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8892, Loss: 0.0764 Epoch 14 Batch 1047/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8849, Loss: 0.0800 Epoch 14 Batch 1048/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8817, Loss: 0.0896 Epoch 14 Batch 1049/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8793, Loss: 0.0925 Epoch 14 Batch 1050/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8771, Loss: 0.0779 Epoch 14 Batch 1051/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8899, Loss: 0.0907 Epoch 14 Batch 1052/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8952, Loss: 0.0885 Epoch 14 Batch 1053/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8949, Loss: 0.0903 Epoch 14 Batch 1054/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8949, Loss: 0.0751 Epoch 14 Batch 1055/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8874, Loss: 0.1136 Epoch 14 Batch 1056/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8814, Loss: 0.0883 Epoch 14 Batch 1057/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8945, Loss: 0.1210 Epoch 14 Batch 1058/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8888, Loss: 0.1009 Epoch 14 Batch 1059/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8928, Loss: 0.1271 Epoch 14 Batch 1060/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8988, Loss: 0.0899 Epoch 14 Batch 1061/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8849, Loss: 0.1088 Epoch 14 Batch 1062/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8888, Loss: 0.1109 Epoch 14 Batch 1063/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8963, Loss: 0.1053 Epoch 14 Batch 1064/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8913, Loss: 0.0901 Epoch 14 Batch 1065/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8846, Loss: 0.1001 Epoch 14 Batch 1066/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8860, Loss: 0.0887 Epoch 14 Batch 1067/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8860, Loss: 0.1054 Epoch 14 Batch 1068/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8853, Loss: 0.0876 Epoch 14 Batch 1069/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8952, Loss: 0.0855 Epoch 14 Batch 1070/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8892, Loss: 0.0880 Epoch 14 Batch 1071/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8885, Loss: 0.0921 Epoch 14 Batch 1072/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8828, Loss: 0.0944 Epoch 14 Batch 1073/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8821, Loss: 0.1092 Epoch 14 Batch 1074/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8867, Loss: 0.1070 Epoch 14 Batch 1075/1077 - Train Accuracy: 0.8808, Validation Accuracy: 0.8771, Loss: 0.0961 Epoch 15 Batch 1/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8771, Loss: 0.0815 Epoch 15 Batch 2/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.8896, Loss: 0.0892 Epoch 15 Batch 3/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8935, Loss: 0.0912 Epoch 15 Batch 4/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8981, Loss: 0.0844 Epoch 15 Batch 5/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8945, Loss: 0.1047 Epoch 15 Batch 6/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8945, Loss: 0.0904 Epoch 15 Batch 7/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8991, Loss: 0.0800 Epoch 15 Batch 8/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8952, Loss: 0.0768 Epoch 15 Batch 9/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8935, Loss: 0.0868 Epoch 15 Batch 10/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8995, Loss: 0.0891 Epoch 15 Batch 11/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9034, Loss: 0.0967 Epoch 15 Batch 12/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8970, Loss: 0.0908 Epoch 15 Batch 13/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8881, Loss: 0.1116 Epoch 15 Batch 14/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8949, Loss: 0.0759 Epoch 15 Batch 15/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8960, Loss: 0.0856 Epoch 15 Batch 16/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9013, Loss: 0.0930 Epoch 15 Batch 17/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9023, Loss: 0.0836 Epoch 15 Batch 18/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9023, Loss: 0.0889 Epoch 15 Batch 19/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8974, Loss: 0.0808 Epoch 15 Batch 20/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8942, Loss: 0.0787 Epoch 15 Batch 21/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8938, Loss: 0.0884 Epoch 15 Batch 22/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8885, Loss: 0.0916 Epoch 15 Batch 23/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8842, Loss: 0.0821 Epoch 15 Batch 24/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8754, Loss: 0.0839 Epoch 15 Batch 25/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8764, Loss: 0.0858 Epoch 15 Batch 26/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8832, Loss: 0.0955 Epoch 15 Batch 27/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8832, Loss: 0.0750 Epoch 15 Batch 28/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8928, Loss: 0.0823 Epoch 15 Batch 29/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8928, Loss: 0.0924 Epoch 15 Batch 30/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9027, Loss: 0.0822 Epoch 15 Batch 31/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8984, Loss: 0.0895 Epoch 15 Batch 32/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9034, Loss: 0.0768 Epoch 15 Batch 33/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.9059, Loss: 0.0865 Epoch 15 Batch 34/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8928, Loss: 0.0916 Epoch 15 Batch 35/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8899, Loss: 0.0822 Epoch 15 Batch 36/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8903, Loss: 0.0933 Epoch 15 Batch 37/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8903, Loss: 0.0807 Epoch 15 Batch 38/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8906, Loss: 0.1099 Epoch 15 Batch 39/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8917, Loss: 0.1006 Epoch 15 Batch 40/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8913, Loss: 0.0828 Epoch 15 Batch 41/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8928, Loss: 0.0799 Epoch 15 Batch 42/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8931, Loss: 0.0958 Epoch 15 Batch 43/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.8878, Loss: 0.0733 Epoch 15 Batch 44/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8860, Loss: 0.0774 Epoch 15 Batch 45/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8853, Loss: 0.0893 Epoch 15 Batch 46/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8849, Loss: 0.0959 Epoch 15 Batch 47/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8849, Loss: 0.0838 Epoch 15 Batch 48/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8860, Loss: 0.1074 Epoch 15 Batch 49/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8860, Loss: 0.0946 Epoch 15 Batch 50/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8878, Loss: 0.0808 Epoch 15 Batch 51/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8931, Loss: 0.0861 Epoch 15 Batch 52/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8935, Loss: 0.0969 Epoch 15 Batch 53/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8931, Loss: 0.0839 Epoch 15 Batch 54/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8920, Loss: 0.1122 Epoch 15 Batch 55/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8917, Loss: 0.0815 Epoch 15 Batch 56/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9016, Loss: 0.0709 Epoch 15 Batch 57/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.9013, Loss: 0.0892 Epoch 15 Batch 58/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9013, Loss: 0.0779 Epoch 15 Batch 59/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.9009, Loss: 0.0881 Epoch 15 Batch 60/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9016, Loss: 0.0756 Epoch 15 Batch 61/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9006, Loss: 0.0918 Epoch 15 Batch 62/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.8952, Loss: 0.0937 Epoch 15 Batch 63/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8899, Loss: 0.0686 Epoch 15 Batch 64/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8906, Loss: 0.0727 Epoch 15 Batch 65/1077 - Train Accuracy: 0.8968, Validation Accuracy: 0.8888, Loss: 0.0844 Epoch 15 Batch 66/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8913, Loss: 0.0632 Epoch 15 Batch 67/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8871, Loss: 0.0755 Epoch 15 Batch 68/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8810, Loss: 0.0899 Epoch 15 Batch 69/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8807, Loss: 0.1012 Epoch 15 Batch 70/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8810, Loss: 0.0969 Epoch 15 Batch 71/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8867, Loss: 0.0633 Epoch 15 Batch 72/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8874, Loss: 0.0850 Epoch 15 Batch 73/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8935, Loss: 0.0887 Epoch 15 Batch 74/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8917, Loss: 0.0748 Epoch 15 Batch 75/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8920, Loss: 0.1162 Epoch 15 Batch 76/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8920, Loss: 0.0739 Epoch 15 Batch 77/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8974, Loss: 0.0839 Epoch 15 Batch 78/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.9013, Loss: 0.0808 Epoch 15 Batch 79/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8942, Loss: 0.0802 Epoch 15 Batch 80/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8970, Loss: 0.0837 Epoch 15 Batch 81/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8963, Loss: 0.0771 Epoch 15 Batch 82/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8920, Loss: 0.0850 Epoch 15 Batch 83/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8970, Loss: 0.0813 Epoch 15 Batch 84/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9013, Loss: 0.0840 Epoch 15 Batch 85/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8970, Loss: 0.0801 Epoch 15 Batch 86/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8956, Loss: 0.0797 Epoch 15 Batch 87/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8896, Loss: 0.1051 Epoch 15 Batch 88/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8920, Loss: 0.0951 Epoch 15 Batch 89/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8917, Loss: 0.0967 Epoch 15 Batch 90/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8878, Loss: 0.0858 Epoch 15 Batch 91/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.8878, Loss: 0.0738 Epoch 15 Batch 92/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8867, Loss: 0.0891 Epoch 15 Batch 93/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8835, Loss: 0.0880 Epoch 15 Batch 94/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8842, Loss: 0.0718 Epoch 15 Batch 95/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8842, Loss: 0.0911 Epoch 15 Batch 96/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8892, Loss: 0.0965 Epoch 15 Batch 97/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8857, Loss: 0.0852 Epoch 15 Batch 98/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8860, Loss: 0.0858 Epoch 15 Batch 99/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8842, Loss: 0.0794 Epoch 15 Batch 100/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8846, Loss: 0.0774 Epoch 15 Batch 101/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8849, Loss: 0.0741 Epoch 15 Batch 102/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8910, Loss: 0.0792 Epoch 15 Batch 103/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.8963, Loss: 0.1038 Epoch 15 Batch 104/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8963, Loss: 0.0916 Epoch 15 Batch 105/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8945, Loss: 0.0799 Epoch 15 Batch 106/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8846, Loss: 0.0931 Epoch 15 Batch 107/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8796, Loss: 0.0903 Epoch 15 Batch 108/1077 - Train Accuracy: 0.9084, Validation Accuracy: 0.8782, Loss: 0.0820 Epoch 15 Batch 109/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8853, Loss: 0.0875 Epoch 15 Batch 110/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8846, Loss: 0.0762 Epoch 15 Batch 111/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8935, Loss: 0.0833 Epoch 15 Batch 112/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8881, Loss: 0.0831 Epoch 15 Batch 113/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8881, Loss: 0.0980 Epoch 15 Batch 114/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8800, Loss: 0.0728 Epoch 15 Batch 115/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8846, Loss: 0.0959 Epoch 15 Batch 116/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8835, Loss: 0.1111 Epoch 15 Batch 117/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8892, Loss: 0.0918 Epoch 15 Batch 118/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8903, Loss: 0.0921 Epoch 15 Batch 119/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8867, Loss: 0.0822 Epoch 15 Batch 120/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8771, Loss: 0.0908 Epoch 15 Batch 121/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8775, Loss: 0.0903 Epoch 15 Batch 122/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8832, Loss: 0.0753 Epoch 15 Batch 123/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8825, Loss: 0.0681 Epoch 15 Batch 124/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8725, Loss: 0.0977 Epoch 15 Batch 125/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8718, Loss: 0.0892 Epoch 15 Batch 126/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8778, Loss: 0.0767 Epoch 15 Batch 127/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8775, Loss: 0.0807 Epoch 15 Batch 128/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.8778, Loss: 0.0834 Epoch 15 Batch 129/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8761, Loss: 0.0902 Epoch 15 Batch 130/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8761, Loss: 0.0814 Epoch 15 Batch 131/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8768, Loss: 0.0886 Epoch 15 Batch 132/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8768, Loss: 0.0864 Epoch 15 Batch 133/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8825, Loss: 0.0817 Epoch 15 Batch 134/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8871, Loss: 0.0798 Epoch 15 Batch 135/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8871, Loss: 0.0836 Epoch 15 Batch 136/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8796, Loss: 0.0729 Epoch 15 Batch 137/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8754, Loss: 0.0697 Epoch 15 Batch 138/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8764, Loss: 0.0809 Epoch 15 Batch 139/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8761, Loss: 0.0847 Epoch 15 Batch 140/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8771, Loss: 0.0864 Epoch 15 Batch 141/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8832, Loss: 0.0816 Epoch 15 Batch 142/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8924, Loss: 0.0780 Epoch 15 Batch 143/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8828, Loss: 0.0974 Epoch 15 Batch 144/1077 - Train Accuracy: 0.8771, Validation Accuracy: 0.8803, Loss: 0.1083 Epoch 15 Batch 145/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8853, Loss: 0.0820 Epoch 15 Batch 146/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8828, Loss: 0.1148 Epoch 15 Batch 147/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8871, Loss: 0.0829 Epoch 15 Batch 148/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8864, Loss: 0.0893 Epoch 15 Batch 149/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8899, Loss: 0.0852 Epoch 15 Batch 150/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8896, Loss: 0.0869 Epoch 15 Batch 151/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8885, Loss: 0.0749 Epoch 15 Batch 152/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8885, Loss: 0.0994 Epoch 15 Batch 153/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8952, Loss: 0.1013 Epoch 15 Batch 154/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8967, Loss: 0.0932 Epoch 15 Batch 155/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8942, Loss: 0.0863 Epoch 15 Batch 156/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8888, Loss: 0.0739 Epoch 15 Batch 157/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8867, Loss: 0.0835 Epoch 15 Batch 158/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8867, Loss: 0.0947 Epoch 15 Batch 159/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8920, Loss: 0.0842 Epoch 15 Batch 160/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8931, Loss: 0.0771 Epoch 15 Batch 161/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8945, Loss: 0.0752 Epoch 15 Batch 162/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8963, Loss: 0.1121 Epoch 15 Batch 163/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.8967, Loss: 0.0928 Epoch 15 Batch 164/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8956, Loss: 0.0826 Epoch 15 Batch 165/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8803, Loss: 0.0952 Epoch 15 Batch 166/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8817, Loss: 0.0996 Epoch 15 Batch 167/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8810, Loss: 0.0824 Epoch 15 Batch 168/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8867, Loss: 0.1018 Epoch 15 Batch 169/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8878, Loss: 0.0913 Epoch 15 Batch 170/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8899, Loss: 0.0868 Epoch 15 Batch 171/1077 - Train Accuracy: 0.9080, Validation Accuracy: 0.8857, Loss: 0.0788 Epoch 15 Batch 172/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8860, Loss: 0.0767 Epoch 15 Batch 173/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8857, Loss: 0.0879 Epoch 15 Batch 174/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8828, Loss: 0.0866 Epoch 15 Batch 175/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8857, Loss: 0.0861 Epoch 15 Batch 176/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8796, Loss: 0.0853 Epoch 15 Batch 177/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8789, Loss: 0.0959 Epoch 15 Batch 178/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8857, Loss: 0.0839 Epoch 15 Batch 179/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8867, Loss: 0.0869 Epoch 15 Batch 180/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8857, Loss: 0.0768 Epoch 15 Batch 181/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8757, Loss: 0.0901 Epoch 15 Batch 182/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8821, Loss: 0.0946 Epoch 15 Batch 183/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8853, Loss: 0.0942 Epoch 15 Batch 184/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8853, Loss: 0.0755 Epoch 15 Batch 185/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8796, Loss: 0.0837 Epoch 15 Batch 186/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8800, Loss: 0.0839 Epoch 15 Batch 187/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8849, Loss: 0.0701 Epoch 15 Batch 188/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8796, Loss: 0.0792 Epoch 15 Batch 189/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8750, Loss: 0.0849 Epoch 15 Batch 190/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8803, Loss: 0.0824 Epoch 15 Batch 191/1077 - Train Accuracy: 0.8714, Validation Accuracy: 0.8800, Loss: 0.0749 Epoch 15 Batch 192/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8803, Loss: 0.1038 Epoch 15 Batch 193/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8807, Loss: 0.0813 Epoch 15 Batch 194/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8810, Loss: 0.0707 Epoch 15 Batch 195/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8821, Loss: 0.0755 Epoch 15 Batch 196/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8874, Loss: 0.0772 Epoch 15 Batch 197/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8906, Loss: 0.0889 Epoch 15 Batch 198/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8952, Loss: 0.0820 Epoch 15 Batch 199/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8896, Loss: 0.0750 Epoch 15 Batch 200/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8931, Loss: 0.0805 Epoch 15 Batch 201/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8938, Loss: 0.0729 Epoch 15 Batch 202/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8945, Loss: 0.0837 Epoch 15 Batch 203/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8995, Loss: 0.0877 Epoch 15 Batch 204/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8999, Loss: 0.1048 Epoch 15 Batch 205/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8988, Loss: 0.0921 Epoch 15 Batch 206/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8945, Loss: 0.0801 Epoch 15 Batch 207/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8899, Loss: 0.0829 Epoch 15 Batch 208/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8910, Loss: 0.0842 Epoch 15 Batch 209/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8871, Loss: 0.0734 Epoch 15 Batch 210/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8825, Loss: 0.0868 Epoch 15 Batch 211/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8814, Loss: 0.0815 Epoch 15 Batch 212/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8835, Loss: 0.0766 Epoch 15 Batch 213/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8913, Loss: 0.0745 Epoch 15 Batch 214/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8913, Loss: 0.0852 Epoch 15 Batch 215/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8892, Loss: 0.0963 Epoch 15 Batch 216/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8849, Loss: 0.0950 Epoch 15 Batch 217/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8846, Loss: 0.0772 Epoch 15 Batch 218/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.8768, Loss: 0.1004 Epoch 15 Batch 219/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8761, Loss: 0.0767 Epoch 15 Batch 220/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.8768, Loss: 0.0870 Epoch 15 Batch 221/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8881, Loss: 0.0933 Epoch 15 Batch 222/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8920, Loss: 0.0855 Epoch 15 Batch 223/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8871, Loss: 0.0824 Epoch 15 Batch 224/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8849, Loss: 0.0904 Epoch 15 Batch 225/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8846, Loss: 0.0957 Epoch 15 Batch 226/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8743, Loss: 0.0802 Epoch 15 Batch 227/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8789, Loss: 0.0980 Epoch 15 Batch 228/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8754, Loss: 0.0773 Epoch 15 Batch 229/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8885, Loss: 0.0941 Epoch 15 Batch 230/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8888, Loss: 0.0743 Epoch 15 Batch 231/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8935, Loss: 0.1002 Epoch 15 Batch 232/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9002, Loss: 0.0762 Epoch 15 Batch 233/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8960, Loss: 0.0974 Epoch 15 Batch 234/1077 - Train Accuracy: 0.8657, Validation Accuracy: 0.8878, Loss: 0.0981 Epoch 15 Batch 235/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8899, Loss: 0.0849 Epoch 15 Batch 236/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8839, Loss: 0.0912 Epoch 15 Batch 237/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8892, Loss: 0.0718 Epoch 15 Batch 238/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8906, Loss: 0.0850 Epoch 15 Batch 239/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8913, Loss: 0.0714 Epoch 15 Batch 240/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.8885, Loss: 0.0705 Epoch 15 Batch 241/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8888, Loss: 0.0781 Epoch 15 Batch 242/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8903, Loss: 0.0747 Epoch 15 Batch 243/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8906, Loss: 0.0908 Epoch 15 Batch 244/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8899, Loss: 0.0754 Epoch 15 Batch 245/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8920, Loss: 0.0785 Epoch 15 Batch 246/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8984, Loss: 0.0861 Epoch 15 Batch 247/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8945, Loss: 0.0866 Epoch 15 Batch 248/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8945, Loss: 0.0811 Epoch 15 Batch 249/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8924, Loss: 0.0803 Epoch 15 Batch 250/1077 - Train Accuracy: 0.9173, Validation Accuracy: 0.8949, Loss: 0.0792 Epoch 15 Batch 251/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9052, Loss: 0.0895 Epoch 15 Batch 252/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9031, Loss: 0.0847 Epoch 15 Batch 253/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9038, Loss: 0.0773 Epoch 15 Batch 254/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9077, Loss: 0.0851 Epoch 15 Batch 255/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9080, Loss: 0.0826 Epoch 15 Batch 256/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9016, Loss: 0.1132 Epoch 15 Batch 257/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9020, Loss: 0.0878 Epoch 15 Batch 258/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9009, Loss: 0.0778 Epoch 15 Batch 259/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8860, Loss: 0.0781 Epoch 15 Batch 260/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8853, Loss: 0.0793 Epoch 15 Batch 261/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8984, Loss: 0.0803 Epoch 15 Batch 262/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8981, Loss: 0.0769 Epoch 15 Batch 263/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8924, Loss: 0.0741 Epoch 15 Batch 264/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8878, Loss: 0.0835 Epoch 15 Batch 265/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8871, Loss: 0.0796 Epoch 15 Batch 266/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8817, Loss: 0.0890 Epoch 15 Batch 267/1077 - Train Accuracy: 0.9183, Validation Accuracy: 0.8817, Loss: 0.0726 Epoch 15 Batch 268/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8842, Loss: 0.0890 Epoch 15 Batch 269/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8835, Loss: 0.0909 Epoch 15 Batch 270/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8888, Loss: 0.0900 Epoch 15 Batch 271/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8935, Loss: 0.0740 Epoch 15 Batch 272/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.9002, Loss: 0.1185 Epoch 15 Batch 273/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8974, Loss: 0.0799 Epoch 15 Batch 274/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8995, Loss: 0.0866 Epoch 15 Batch 275/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8995, Loss: 0.0852 Epoch 15 Batch 276/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8991, Loss: 0.1095 Epoch 15 Batch 277/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9016, Loss: 0.0728 Epoch 15 Batch 278/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8970, Loss: 0.0968 Epoch 15 Batch 279/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8967, Loss: 0.0950 Epoch 15 Batch 280/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8956, Loss: 0.0852 Epoch 15 Batch 281/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8928, Loss: 0.0899 Epoch 15 Batch 282/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8938, Loss: 0.1076 Epoch 15 Batch 283/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8878, Loss: 0.0860 Epoch 15 Batch 284/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8828, Loss: 0.0920 Epoch 15 Batch 285/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8842, Loss: 0.0856 Epoch 15 Batch 286/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8928, Loss: 0.0806 Epoch 15 Batch 287/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8956, Loss: 0.0820 Epoch 15 Batch 288/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8960, Loss: 0.0933 Epoch 15 Batch 289/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8906, Loss: 0.0786 Epoch 15 Batch 290/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8878, Loss: 0.0974 Epoch 15 Batch 291/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8881, Loss: 0.0951 Epoch 15 Batch 292/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8935, Loss: 0.0905 Epoch 15 Batch 293/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8881, Loss: 0.0897 Epoch 15 Batch 294/1077 - Train Accuracy: 0.9183, Validation Accuracy: 0.8867, Loss: 0.0781 Epoch 15 Batch 295/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8871, Loss: 0.0907 Epoch 15 Batch 296/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8849, Loss: 0.0788 Epoch 15 Batch 297/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8817, Loss: 0.0900 Epoch 15 Batch 298/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8874, Loss: 0.1010 Epoch 15 Batch 299/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8885, Loss: 0.0850 Epoch 15 Batch 300/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8860, Loss: 0.0740 Epoch 15 Batch 301/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8864, Loss: 0.0749 Epoch 15 Batch 302/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8817, Loss: 0.0825 Epoch 15 Batch 303/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8881, Loss: 0.0871 Epoch 15 Batch 304/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8899, Loss: 0.0838 Epoch 15 Batch 305/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8970, Loss: 0.0845 Epoch 15 Batch 306/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8917, Loss: 0.0912 Epoch 15 Batch 307/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8910, Loss: 0.0792 Epoch 15 Batch 308/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.9006, Loss: 0.0924 Epoch 15 Batch 309/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8931, Loss: 0.0721 Epoch 15 Batch 310/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8931, Loss: 0.0861 Epoch 15 Batch 311/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8917, Loss: 0.0757 Epoch 15 Batch 312/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8849, Loss: 0.0967 Epoch 15 Batch 313/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8846, Loss: 0.0703 Epoch 15 Batch 314/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8896, Loss: 0.0831 Epoch 15 Batch 315/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8938, Loss: 0.0728 Epoch 15 Batch 316/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9020, Loss: 0.0788 Epoch 15 Batch 317/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9038, Loss: 0.0907 Epoch 15 Batch 318/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8874, Loss: 0.0829 Epoch 15 Batch 319/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8814, Loss: 0.0954 Epoch 15 Batch 320/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8743, Loss: 0.0963 Epoch 15 Batch 321/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8729, Loss: 0.0792 Epoch 15 Batch 322/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8746, Loss: 0.0755 Epoch 15 Batch 323/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8778, Loss: 0.0853 Epoch 15 Batch 324/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8782, Loss: 0.0828 Epoch 15 Batch 325/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8697, Loss: 0.0868 Epoch 15 Batch 326/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8690, Loss: 0.0785 Epoch 15 Batch 327/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8764, Loss: 0.1005 Epoch 15 Batch 328/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8814, Loss: 0.0984 Epoch 15 Batch 329/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8821, Loss: 0.0881 Epoch 15 Batch 330/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8736, Loss: 0.0931 Epoch 15 Batch 331/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8743, Loss: 0.0849 Epoch 15 Batch 332/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8906, Loss: 0.0660 Epoch 15 Batch 333/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8970, Loss: 0.0769 Epoch 15 Batch 334/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8981, Loss: 0.0798 Epoch 15 Batch 335/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8963, Loss: 0.0820 Epoch 15 Batch 336/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9034, Loss: 0.1189 Epoch 15 Batch 337/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8952, Loss: 0.0974 Epoch 15 Batch 338/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8888, Loss: 0.1059 Epoch 15 Batch 339/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8974, Loss: 0.0804 Epoch 15 Batch 340/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8967, Loss: 0.0786 Epoch 15 Batch 341/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9034, Loss: 0.1110 Epoch 15 Batch 342/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8910, Loss: 0.0786 Epoch 15 Batch 343/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9023, Loss: 0.0900 Epoch 15 Batch 344/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9034, Loss: 0.0818 Epoch 15 Batch 345/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8860, Loss: 0.0782 Epoch 15 Batch 346/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8853, Loss: 0.0880 Epoch 15 Batch 347/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8867, Loss: 0.0702 Epoch 15 Batch 348/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8942, Loss: 0.0801 Epoch 15 Batch 349/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8913, Loss: 0.0768 Epoch 15 Batch 350/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8928, Loss: 0.0845 Epoch 15 Batch 351/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9009, Loss: 0.0867 Epoch 15 Batch 352/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9009, Loss: 0.0792 Epoch 15 Batch 353/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9059, Loss: 0.0932 Epoch 15 Batch 354/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.9031, Loss: 0.1012 Epoch 15 Batch 355/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8974, Loss: 0.0839 Epoch 15 Batch 356/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8924, Loss: 0.0892 Epoch 15 Batch 357/1077 - Train Accuracy: 0.8813, Validation Accuracy: 0.8867, Loss: 0.0766 Epoch 15 Batch 358/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8864, Loss: 0.0934 Epoch 15 Batch 359/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8960, Loss: 0.0848 Epoch 15 Batch 360/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8888, Loss: 0.0751 Epoch 15 Batch 361/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8828, Loss: 0.0809 Epoch 15 Batch 362/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8793, Loss: 0.0894 Epoch 15 Batch 363/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8913, Loss: 0.0883 Epoch 15 Batch 364/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8906, Loss: 0.0991 Epoch 15 Batch 365/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8853, Loss: 0.0684 Epoch 15 Batch 366/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8864, Loss: 0.0758 Epoch 15 Batch 367/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8864, Loss: 0.0690 Epoch 15 Batch 368/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8960, Loss: 0.0843 Epoch 15 Batch 369/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8952, Loss: 0.0840 Epoch 15 Batch 370/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8857, Loss: 0.0754 Epoch 15 Batch 371/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8857, Loss: 0.0815 Epoch 15 Batch 372/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8860, Loss: 0.0721 Epoch 15 Batch 373/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8874, Loss: 0.0673 Epoch 15 Batch 374/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8867, Loss: 0.0883 Epoch 15 Batch 375/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8885, Loss: 0.0791 Epoch 15 Batch 376/1077 - Train Accuracy: 0.9041, Validation Accuracy: 0.8761, Loss: 0.0904 Epoch 15 Batch 377/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8647, Loss: 0.0875 Epoch 15 Batch 378/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8736, Loss: 0.0691 Epoch 15 Batch 379/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8810, Loss: 0.0941 Epoch 15 Batch 380/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8825, Loss: 0.0725 Epoch 15 Batch 381/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8899, Loss: 0.0970 Epoch 15 Batch 382/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8778, Loss: 0.1071 Epoch 15 Batch 383/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8793, Loss: 0.0932 Epoch 15 Batch 384/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8817, Loss: 0.0800 Epoch 15 Batch 385/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8764, Loss: 0.0767 Epoch 15 Batch 386/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8817, Loss: 0.0806 Epoch 15 Batch 387/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8825, Loss: 0.0851 Epoch 15 Batch 388/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8931, Loss: 0.0921 Epoch 15 Batch 389/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8935, Loss: 0.0869 Epoch 15 Batch 390/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8821, Loss: 0.1062 Epoch 15 Batch 391/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8867, Loss: 0.0887 Epoch 15 Batch 392/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8871, Loss: 0.0929 Epoch 15 Batch 393/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8849, Loss: 0.0871 Epoch 15 Batch 394/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8899, Loss: 0.0890 Epoch 15 Batch 395/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8835, Loss: 0.0855 Epoch 15 Batch 396/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8881, Loss: 0.0928 Epoch 15 Batch 397/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8913, Loss: 0.0839 Epoch 15 Batch 398/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8949, Loss: 0.0956 Epoch 15 Batch 399/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8956, Loss: 0.0826 Epoch 15 Batch 400/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8960, Loss: 0.0876 Epoch 15 Batch 401/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8896, Loss: 0.0835 Epoch 15 Batch 402/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8903, Loss: 0.0789 Epoch 15 Batch 403/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8917, Loss: 0.0992 Epoch 15 Batch 404/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8928, Loss: 0.0832 Epoch 15 Batch 405/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.8803, Loss: 0.0938 Epoch 15 Batch 406/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.8800, Loss: 0.0742 Epoch 15 Batch 407/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8807, Loss: 0.0959 Epoch 15 Batch 408/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8892, Loss: 0.0918 Epoch 15 Batch 409/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8888, Loss: 0.0908 Epoch 15 Batch 410/1077 - Train Accuracy: 0.8882, Validation Accuracy: 0.8984, Loss: 0.0976 Epoch 15 Batch 411/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8935, Loss: 0.0830 Epoch 15 Batch 412/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8899, Loss: 0.0715 Epoch 15 Batch 413/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8949, Loss: 0.0775 Epoch 15 Batch 414/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8892, Loss: 0.0835 Epoch 15 Batch 415/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8871, Loss: 0.1016 Epoch 15 Batch 416/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8885, Loss: 0.0854 Epoch 15 Batch 417/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8885, Loss: 0.1057 Epoch 15 Batch 418/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8938, Loss: 0.0775 Epoch 15 Batch 419/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8942, Loss: 0.0781 Epoch 15 Batch 420/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8988, Loss: 0.0729 Epoch 15 Batch 421/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9013, Loss: 0.1005 Epoch 15 Batch 422/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9006, Loss: 0.0788 Epoch 15 Batch 423/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8928, Loss: 0.0856 Epoch 15 Batch 424/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8935, Loss: 0.0790 Epoch 15 Batch 425/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8913, Loss: 0.0709 Epoch 15 Batch 426/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9006, Loss: 0.0944 Epoch 15 Batch 427/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.9009, Loss: 0.0742 Epoch 15 Batch 428/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8910, Loss: 0.0723 Epoch 15 Batch 429/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8786, Loss: 0.0753 Epoch 15 Batch 430/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8817, Loss: 0.0782 Epoch 15 Batch 431/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8746, Loss: 0.0788 Epoch 15 Batch 432/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8764, Loss: 0.0871 Epoch 15 Batch 433/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8846, Loss: 0.0844 Epoch 15 Batch 434/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8846, Loss: 0.0859 Epoch 15 Batch 435/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.8867, Loss: 0.0858 Epoch 15 Batch 436/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8874, Loss: 0.0831 Epoch 15 Batch 437/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8878, Loss: 0.0702 Epoch 15 Batch 438/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8849, Loss: 0.0858 Epoch 15 Batch 439/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8832, Loss: 0.0888 Epoch 15 Batch 440/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8828, Loss: 0.1036 Epoch 15 Batch 441/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8857, Loss: 0.0796 Epoch 15 Batch 442/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8913, Loss: 0.0853 Epoch 15 Batch 443/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8810, Loss: 0.0786 Epoch 15 Batch 444/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8817, Loss: 0.0778 Epoch 15 Batch 445/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8800, Loss: 0.0882 Epoch 15 Batch 446/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8917, Loss: 0.0700 Epoch 15 Batch 447/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8899, Loss: 0.0894 Epoch 15 Batch 448/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8881, Loss: 0.0980 Epoch 15 Batch 449/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8810, Loss: 0.1001 Epoch 15 Batch 450/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8878, Loss: 0.0887 Epoch 15 Batch 451/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8913, Loss: 0.0815 Epoch 15 Batch 452/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8857, Loss: 0.0822 Epoch 15 Batch 453/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8864, Loss: 0.0756 Epoch 15 Batch 454/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8906, Loss: 0.1031 Epoch 15 Batch 455/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.8874, Loss: 0.0766 Epoch 15 Batch 456/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8874, Loss: 0.0855 Epoch 15 Batch 457/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8874, Loss: 0.0773 Epoch 15 Batch 458/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8828, Loss: 0.0910 Epoch 15 Batch 459/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8814, Loss: 0.0826 Epoch 15 Batch 460/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8977, Loss: 0.0868 Epoch 15 Batch 461/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8977, Loss: 0.0789 Epoch 15 Batch 462/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8981, Loss: 0.0855 Epoch 15 Batch 463/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8935, Loss: 0.0821 Epoch 15 Batch 464/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8967, Loss: 0.0789 Epoch 15 Batch 465/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.9002, Loss: 0.0964 Epoch 15 Batch 466/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9041, Loss: 0.0768 Epoch 15 Batch 467/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9013, Loss: 0.0984 Epoch 15 Batch 468/1077 - Train Accuracy: 0.8999, Validation Accuracy: 0.9062, Loss: 0.0801 Epoch 15 Batch 469/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9055, Loss: 0.0828 Epoch 15 Batch 470/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9034, Loss: 0.0831 Epoch 15 Batch 471/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9031, Loss: 0.0686 Epoch 15 Batch 472/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8984, Loss: 0.0723 Epoch 15 Batch 473/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8924, Loss: 0.0852 Epoch 15 Batch 474/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8892, Loss: 0.0825 Epoch 15 Batch 475/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8888, Loss: 0.0867 Epoch 15 Batch 476/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8885, Loss: 0.0705 Epoch 15 Batch 477/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8906, Loss: 0.0769 Epoch 15 Batch 478/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8917, Loss: 0.0804 Epoch 15 Batch 479/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9023, Loss: 0.0958 Epoch 15 Batch 480/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8871, Loss: 0.0828 Epoch 15 Batch 481/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8917, Loss: 0.0803 Epoch 15 Batch 482/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8860, Loss: 0.0985 Epoch 15 Batch 483/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8853, Loss: 0.0932 Epoch 15 Batch 484/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8928, Loss: 0.0837 Epoch 15 Batch 485/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8910, Loss: 0.0864 Epoch 15 Batch 486/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8913, Loss: 0.0749 Epoch 15 Batch 487/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8999, Loss: 0.0805 Epoch 15 Batch 488/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8963, Loss: 0.0732 Epoch 15 Batch 489/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8984, Loss: 0.0706 Epoch 15 Batch 490/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8871, Loss: 0.0810 Epoch 15 Batch 491/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8881, Loss: 0.0968 Epoch 15 Batch 492/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8881, Loss: 0.0884 Epoch 15 Batch 493/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8899, Loss: 0.0699 Epoch 15 Batch 494/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8793, Loss: 0.0712 Epoch 15 Batch 495/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8796, Loss: 0.0790 Epoch 15 Batch 496/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8910, Loss: 0.0795 Epoch 15 Batch 497/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8903, Loss: 0.0851 Epoch 15 Batch 498/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8917, Loss: 0.0730 Epoch 15 Batch 499/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8945, Loss: 0.0751 Epoch 15 Batch 500/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8963, Loss: 0.0729 Epoch 15 Batch 501/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8906, Loss: 0.0800 Epoch 15 Batch 502/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8888, Loss: 0.0872 Epoch 15 Batch 503/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.8874, Loss: 0.0733 Epoch 15 Batch 504/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.9009, Loss: 0.0820 Epoch 15 Batch 505/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8977, Loss: 0.0694 Epoch 15 Batch 506/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8910, Loss: 0.0853 Epoch 15 Batch 507/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8807, Loss: 0.0881 Epoch 15 Batch 508/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8814, Loss: 0.0776 Epoch 15 Batch 509/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8796, Loss: 0.0913 Epoch 15 Batch 510/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8842, Loss: 0.0797 Epoch 15 Batch 511/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8800, Loss: 0.0837 Epoch 15 Batch 512/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8821, Loss: 0.0721 Epoch 15 Batch 513/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8878, Loss: 0.0891 Epoch 15 Batch 514/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8899, Loss: 0.0828 Epoch 15 Batch 515/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8896, Loss: 0.0923 Epoch 15 Batch 516/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8782, Loss: 0.0750 Epoch 15 Batch 517/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8906, Loss: 0.0855 Epoch 15 Batch 518/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8920, Loss: 0.0768 Epoch 15 Batch 519/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8920, Loss: 0.0774 Epoch 15 Batch 520/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.8867, Loss: 0.0792 Epoch 15 Batch 521/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8867, Loss: 0.0826 Epoch 15 Batch 522/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8906, Loss: 0.1019 Epoch 15 Batch 523/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8942, Loss: 0.0799 Epoch 15 Batch 524/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8839, Loss: 0.0872 Epoch 15 Batch 525/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8839, Loss: 0.0780 Epoch 15 Batch 526/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8885, Loss: 0.0721 Epoch 15 Batch 527/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8871, Loss: 0.0810 Epoch 15 Batch 528/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8967, Loss: 0.0818 Epoch 15 Batch 529/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9038, Loss: 0.0796 Epoch 15 Batch 530/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9009, Loss: 0.0862 Epoch 15 Batch 531/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8956, Loss: 0.0840 Epoch 15 Batch 532/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8984, Loss: 0.0932 Epoch 15 Batch 533/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8984, Loss: 0.0842 Epoch 15 Batch 534/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.9006, Loss: 0.0870 Epoch 15 Batch 535/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8853, Loss: 0.0864 Epoch 15 Batch 536/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8899, Loss: 0.0917 Epoch 15 Batch 537/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8718, Loss: 0.0805 Epoch 15 Batch 538/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8714, Loss: 0.0687 Epoch 15 Batch 539/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8761, Loss: 0.0930 Epoch 15 Batch 540/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8789, Loss: 0.0722 Epoch 15 Batch 541/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8793, Loss: 0.0730 Epoch 15 Batch 542/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8789, Loss: 0.0797 Epoch 15 Batch 543/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8903, Loss: 0.0802 Epoch 15 Batch 544/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8931, Loss: 0.0682 Epoch 15 Batch 545/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8892, Loss: 0.0895 Epoch 15 Batch 546/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8942, Loss: 0.0910 Epoch 15 Batch 547/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8938, Loss: 0.0769 Epoch 15 Batch 548/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8917, Loss: 0.0962 Epoch 15 Batch 549/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8931, Loss: 0.0939 Epoch 15 Batch 550/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8853, Loss: 0.0825 Epoch 15 Batch 551/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8750, Loss: 0.0930 Epoch 15 Batch 552/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8853, Loss: 0.0888 Epoch 15 Batch 553/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8807, Loss: 0.0993 Epoch 15 Batch 554/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8885, Loss: 0.0800 Epoch 15 Batch 555/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8931, Loss: 0.0773 Epoch 15 Batch 556/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8938, Loss: 0.0709 Epoch 15 Batch 557/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8949, Loss: 0.0771 Epoch 15 Batch 558/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8917, Loss: 0.0676 Epoch 15 Batch 559/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8917, Loss: 0.0799 Epoch 15 Batch 560/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8871, Loss: 0.0810 Epoch 15 Batch 561/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8896, Loss: 0.0767 Epoch 15 Batch 562/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8853, Loss: 0.0678 Epoch 15 Batch 563/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8906, Loss: 0.0957 Epoch 15 Batch 564/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.8832, Loss: 0.0945 Epoch 15 Batch 565/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8881, Loss: 0.0966 Epoch 15 Batch 566/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8842, Loss: 0.0957 Epoch 15 Batch 567/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8842, Loss: 0.0800 Epoch 15 Batch 568/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8899, Loss: 0.0850 Epoch 15 Batch 569/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8938, Loss: 0.0869 Epoch 15 Batch 570/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8867, Loss: 0.0910 Epoch 15 Batch 571/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8917, Loss: 0.0785 Epoch 15 Batch 572/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9020, Loss: 0.0771 Epoch 15 Batch 573/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8988, Loss: 0.1024 Epoch 15 Batch 574/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8920, Loss: 0.0800 Epoch 15 Batch 575/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8803, Loss: 0.0737 Epoch 15 Batch 576/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8839, Loss: 0.0779 Epoch 15 Batch 577/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8793, Loss: 0.0823 Epoch 15 Batch 578/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8803, Loss: 0.0875 Epoch 15 Batch 579/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8849, Loss: 0.0817 Epoch 15 Batch 580/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8810, Loss: 0.0681 Epoch 15 Batch 581/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8803, Loss: 0.0700 Epoch 15 Batch 582/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8796, Loss: 0.0807 Epoch 15 Batch 583/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.8913, Loss: 0.0952 Epoch 15 Batch 584/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8974, Loss: 0.0817 Epoch 15 Batch 585/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8970, Loss: 0.0672 Epoch 15 Batch 586/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.9009, Loss: 0.0751 Epoch 15 Batch 587/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8928, Loss: 0.0793 Epoch 15 Batch 588/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8991, Loss: 0.0778 Epoch 15 Batch 589/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8928, Loss: 0.0762 Epoch 15 Batch 590/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8945, Loss: 0.0909 Epoch 15 Batch 591/1077 - Train Accuracy: 0.9162, Validation Accuracy: 0.8928, Loss: 0.0727 Epoch 15 Batch 592/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8931, Loss: 0.0843 Epoch 15 Batch 593/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8928, Loss: 0.0936 Epoch 15 Batch 594/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8913, Loss: 0.0917 Epoch 15 Batch 595/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8913, Loss: 0.0748 Epoch 15 Batch 596/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8910, Loss: 0.0816 Epoch 15 Batch 597/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8924, Loss: 0.0828 Epoch 15 Batch 598/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8860, Loss: 0.0767 Epoch 15 Batch 599/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8857, Loss: 0.1140 Epoch 15 Batch 600/1077 - Train Accuracy: 0.9022, Validation Accuracy: 0.8793, Loss: 0.0869 Epoch 15 Batch 601/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8800, Loss: 0.0870 Epoch 15 Batch 602/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8796, Loss: 0.0824 Epoch 15 Batch 603/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8810, Loss: 0.0864 Epoch 15 Batch 604/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8803, Loss: 0.1056 Epoch 15 Batch 605/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8757, Loss: 0.0924 Epoch 15 Batch 606/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8839, Loss: 0.0701 Epoch 15 Batch 607/1077 - Train Accuracy: 0.9233, Validation Accuracy: 0.8803, Loss: 0.0817 Epoch 15 Batch 608/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8750, Loss: 0.0949 Epoch 15 Batch 609/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8814, Loss: 0.0894 Epoch 15 Batch 610/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8807, Loss: 0.0954 Epoch 15 Batch 611/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8871, Loss: 0.0839 Epoch 15 Batch 612/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8871, Loss: 0.0686 Epoch 15 Batch 613/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8817, Loss: 0.0951 Epoch 15 Batch 614/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8874, Loss: 0.0867 Epoch 15 Batch 615/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8878, Loss: 0.0798 Epoch 15 Batch 616/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8821, Loss: 0.0833 Epoch 15 Batch 617/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8899, Loss: 0.0858 Epoch 15 Batch 618/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8935, Loss: 0.0876 Epoch 15 Batch 619/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8938, Loss: 0.0690 Epoch 15 Batch 620/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8952, Loss: 0.0707 Epoch 15 Batch 621/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8956, Loss: 0.0839 Epoch 15 Batch 622/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8949, Loss: 0.0893 Epoch 15 Batch 623/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8878, Loss: 0.0890 Epoch 15 Batch 624/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8913, Loss: 0.0779 Epoch 15 Batch 625/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8942, Loss: 0.0781 Epoch 15 Batch 626/1077 - Train Accuracy: 0.9041, Validation Accuracy: 0.8910, Loss: 0.0720 Epoch 15 Batch 627/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8913, Loss: 0.0757 Epoch 15 Batch 628/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8864, Loss: 0.0891 Epoch 15 Batch 629/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8906, Loss: 0.0843 Epoch 15 Batch 630/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8952, Loss: 0.0811 Epoch 15 Batch 631/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8913, Loss: 0.0816 Epoch 15 Batch 632/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8878, Loss: 0.0764 Epoch 15 Batch 633/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8828, Loss: 0.0840 Epoch 15 Batch 634/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8846, Loss: 0.0647 Epoch 15 Batch 635/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.8860, Loss: 0.0976 Epoch 15 Batch 636/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8832, Loss: 0.0754 Epoch 15 Batch 637/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8871, Loss: 0.0794 Epoch 15 Batch 638/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8871, Loss: 0.0710 Epoch 15 Batch 639/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8817, Loss: 0.0938 Epoch 15 Batch 640/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8846, Loss: 0.0778 Epoch 15 Batch 641/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8775, Loss: 0.0756 Epoch 15 Batch 642/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8789, Loss: 0.0782 Epoch 15 Batch 643/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8768, Loss: 0.0708 Epoch 15 Batch 644/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8810, Loss: 0.0762 Epoch 15 Batch 645/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8807, Loss: 0.0833 Epoch 15 Batch 646/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8825, Loss: 0.0740 Epoch 15 Batch 647/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8853, Loss: 0.0896 Epoch 15 Batch 648/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8803, Loss: 0.0684 Epoch 15 Batch 649/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8807, Loss: 0.0819 Epoch 15 Batch 650/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8849, Loss: 0.0774 Epoch 15 Batch 651/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8899, Loss: 0.0799 Epoch 15 Batch 652/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8899, Loss: 0.0895 Epoch 15 Batch 653/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8974, Loss: 0.0903 Epoch 15 Batch 654/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8960, Loss: 0.0768 Epoch 15 Batch 655/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8963, Loss: 0.0976 Epoch 15 Batch 656/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8899, Loss: 0.0820 Epoch 15 Batch 657/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9038, Loss: 0.0899 Epoch 15 Batch 658/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9055, Loss: 0.0654 Epoch 15 Batch 659/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9038, Loss: 0.0901 Epoch 15 Batch 660/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8960, Loss: 0.0825 Epoch 15 Batch 661/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8970, Loss: 0.0794 Epoch 15 Batch 662/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8920, Loss: 0.0714 Epoch 15 Batch 663/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8991, Loss: 0.0694 Epoch 15 Batch 664/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8977, Loss: 0.0882 Epoch 15 Batch 665/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8888, Loss: 0.0743 Epoch 15 Batch 666/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8917, Loss: 0.0797 Epoch 15 Batch 667/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8967, Loss: 0.0895 Epoch 15 Batch 668/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8956, Loss: 0.0771 Epoch 15 Batch 669/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8885, Loss: 0.0803 Epoch 15 Batch 670/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.8881, Loss: 0.0771 Epoch 15 Batch 671/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8849, Loss: 0.0880 Epoch 15 Batch 672/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8867, Loss: 0.0732 Epoch 15 Batch 673/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8842, Loss: 0.0810 Epoch 15 Batch 674/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8835, Loss: 0.0797 Epoch 15 Batch 675/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8768, Loss: 0.0876 Epoch 15 Batch 676/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8871, Loss: 0.0799 Epoch 15 Batch 677/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8917, Loss: 0.0980 Epoch 15 Batch 678/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8924, Loss: 0.0751 Epoch 15 Batch 679/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8924, Loss: 0.0838 Epoch 15 Batch 680/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8913, Loss: 0.0897 Epoch 15 Batch 681/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8828, Loss: 0.0786 Epoch 15 Batch 682/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8853, Loss: 0.0831 Epoch 15 Batch 683/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9002, Loss: 0.0724 Epoch 15 Batch 684/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8991, Loss: 0.0710 Epoch 15 Batch 685/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8928, Loss: 0.0879 Epoch 15 Batch 686/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8874, Loss: 0.0740 Epoch 15 Batch 687/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8924, Loss: 0.0899 Epoch 15 Batch 688/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.8917, Loss: 0.0717 Epoch 15 Batch 689/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9006, Loss: 0.0677 Epoch 15 Batch 690/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9009, Loss: 0.0853 Epoch 15 Batch 691/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9009, Loss: 0.0873 Epoch 15 Batch 692/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9016, Loss: 0.0707 Epoch 15 Batch 693/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.9020, Loss: 0.1120 Epoch 15 Batch 694/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9031, Loss: 0.0802 Epoch 15 Batch 695/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9009, Loss: 0.0720 Epoch 15 Batch 696/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.9020, Loss: 0.0875 Epoch 15 Batch 697/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9013, Loss: 0.0747 Epoch 15 Batch 698/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9020, Loss: 0.0723 Epoch 15 Batch 699/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9016, Loss: 0.0727 Epoch 15 Batch 700/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.9034, Loss: 0.0743 Epoch 15 Batch 701/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8981, Loss: 0.0888 Epoch 15 Batch 702/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8981, Loss: 0.0955 Epoch 15 Batch 703/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8928, Loss: 0.0872 Epoch 15 Batch 704/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8981, Loss: 0.0999 Epoch 15 Batch 705/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8945, Loss: 0.0984 Epoch 15 Batch 706/1077 - Train Accuracy: 0.8579, Validation Accuracy: 0.8956, Loss: 0.1002 Epoch 15 Batch 707/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8999, Loss: 0.0872 Epoch 15 Batch 708/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8967, Loss: 0.0842 Epoch 15 Batch 709/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8991, Loss: 0.1012 Epoch 15 Batch 710/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8938, Loss: 0.0738 Epoch 15 Batch 711/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8988, Loss: 0.1025 Epoch 15 Batch 712/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8970, Loss: 0.0801 Epoch 15 Batch 713/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.8963, Loss: 0.0737 Epoch 15 Batch 714/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8952, Loss: 0.0959 Epoch 15 Batch 715/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8991, Loss: 0.0917 Epoch 15 Batch 716/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8945, Loss: 0.0695 Epoch 15 Batch 717/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.8931, Loss: 0.0752 Epoch 15 Batch 718/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8945, Loss: 0.0907 Epoch 15 Batch 719/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8949, Loss: 0.0815 Epoch 15 Batch 720/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8917, Loss: 0.0887 Epoch 15 Batch 721/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8931, Loss: 0.0902 Epoch 15 Batch 722/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8974, Loss: 0.0770 Epoch 15 Batch 723/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.9013, Loss: 0.0838 Epoch 15 Batch 724/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9052, Loss: 0.0794 Epoch 15 Batch 725/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9052, Loss: 0.0679 Epoch 15 Batch 726/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9073, Loss: 0.0828 Epoch 15 Batch 727/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9002, Loss: 0.0767 Epoch 15 Batch 728/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.9009, Loss: 0.0998 Epoch 15 Batch 729/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.9020, Loss: 0.0928 Epoch 15 Batch 730/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9020, Loss: 0.0973 Epoch 15 Batch 731/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8910, Loss: 0.0892 Epoch 15 Batch 732/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8913, Loss: 0.0901 Epoch 15 Batch 733/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8960, Loss: 0.0921 Epoch 15 Batch 734/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9006, Loss: 0.0916 Epoch 15 Batch 735/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8942, Loss: 0.0784 Epoch 15 Batch 736/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9023, Loss: 0.0764 Epoch 15 Batch 737/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8981, Loss: 0.0875 Epoch 15 Batch 738/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8981, Loss: 0.0647 Epoch 15 Batch 739/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9031, Loss: 0.0760 Epoch 15 Batch 740/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8981, Loss: 0.0674 Epoch 15 Batch 741/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8945, Loss: 0.0885 Epoch 15 Batch 742/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8945, Loss: 0.0760 Epoch 15 Batch 743/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8938, Loss: 0.0834 Epoch 15 Batch 744/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.9006, Loss: 0.0795 Epoch 15 Batch 745/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8999, Loss: 0.0848 Epoch 15 Batch 746/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8899, Loss: 0.0779 Epoch 15 Batch 747/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8931, Loss: 0.0634 Epoch 15 Batch 748/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8981, Loss: 0.0664 Epoch 15 Batch 749/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8942, Loss: 0.0858 Epoch 15 Batch 750/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8935, Loss: 0.0799 Epoch 15 Batch 751/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8931, Loss: 0.0783 Epoch 15 Batch 752/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8981, Loss: 0.0748 Epoch 15 Batch 753/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8874, Loss: 0.0751 Epoch 15 Batch 754/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8881, Loss: 0.0952 Epoch 15 Batch 755/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8888, Loss: 0.0896 Epoch 15 Batch 756/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8924, Loss: 0.0786 Epoch 15 Batch 757/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8910, Loss: 0.0887 Epoch 15 Batch 758/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8867, Loss: 0.0668 Epoch 15 Batch 759/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8793, Loss: 0.0743 Epoch 15 Batch 760/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8746, Loss: 0.0918 Epoch 15 Batch 761/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.8807, Loss: 0.0833 Epoch 15 Batch 762/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8853, Loss: 0.0682 Epoch 15 Batch 763/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8917, Loss: 0.0761 Epoch 15 Batch 764/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8931, Loss: 0.0739 Epoch 15 Batch 765/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8977, Loss: 0.0808 Epoch 15 Batch 766/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8931, Loss: 0.0912 Epoch 15 Batch 767/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8938, Loss: 0.0788 Epoch 15 Batch 768/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8942, Loss: 0.0816 Epoch 15 Batch 769/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8988, Loss: 0.0758 Epoch 15 Batch 770/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8988, Loss: 0.0783 Epoch 15 Batch 771/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9041, Loss: 0.0857 Epoch 15 Batch 772/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8860, Loss: 0.0718 Epoch 15 Batch 773/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8945, Loss: 0.0739 Epoch 15 Batch 774/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8924, Loss: 0.0919 Epoch 15 Batch 775/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8892, Loss: 0.0810 Epoch 15 Batch 776/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8839, Loss: 0.0716 Epoch 15 Batch 777/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8896, Loss: 0.0791 Epoch 15 Batch 778/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8896, Loss: 0.0830 Epoch 15 Batch 779/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8896, Loss: 0.0791 Epoch 15 Batch 780/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8903, Loss: 0.0924 Epoch 15 Batch 781/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.8888, Loss: 0.0664 Epoch 15 Batch 782/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8867, Loss: 0.0720 Epoch 15 Batch 783/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8888, Loss: 0.0880 Epoch 15 Batch 784/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8871, Loss: 0.0650 Epoch 15 Batch 785/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8867, Loss: 0.0751 Epoch 15 Batch 786/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8825, Loss: 0.0849 Epoch 15 Batch 787/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8846, Loss: 0.0767 Epoch 15 Batch 788/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8878, Loss: 0.0748 Epoch 15 Batch 789/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8917, Loss: 0.0830 Epoch 15 Batch 790/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8913, Loss: 0.0944 Epoch 15 Batch 791/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8928, Loss: 0.0963 Epoch 15 Batch 792/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8835, Loss: 0.0794 Epoch 15 Batch 793/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8881, Loss: 0.0786 Epoch 15 Batch 794/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8867, Loss: 0.0709 Epoch 15 Batch 795/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8892, Loss: 0.0885 Epoch 15 Batch 796/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8892, Loss: 0.0828 Epoch 15 Batch 797/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8942, Loss: 0.0767 Epoch 15 Batch 798/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8938, Loss: 0.0825 Epoch 15 Batch 799/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8977, Loss: 0.0998 Epoch 15 Batch 800/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9062, Loss: 0.0734 Epoch 15 Batch 801/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9009, Loss: 0.0762 Epoch 15 Batch 802/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8956, Loss: 0.0869 Epoch 15 Batch 803/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8988, Loss: 0.0809 Epoch 15 Batch 804/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8931, Loss: 0.0770 Epoch 15 Batch 805/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8860, Loss: 0.0890 Epoch 15 Batch 806/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8832, Loss: 0.0746 Epoch 15 Batch 807/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8857, Loss: 0.0718 Epoch 15 Batch 808/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8874, Loss: 0.0995 Epoch 15 Batch 809/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8860, Loss: 0.1000 Epoch 15 Batch 810/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8764, Loss: 0.0754 Epoch 15 Batch 811/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8750, Loss: 0.0781 Epoch 15 Batch 812/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8842, Loss: 0.0846 Epoch 15 Batch 813/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8839, Loss: 0.0794 Epoch 15 Batch 814/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8789, Loss: 0.0952 Epoch 15 Batch 815/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8789, Loss: 0.0786 Epoch 15 Batch 816/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8817, Loss: 0.0752 Epoch 15 Batch 817/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8942, Loss: 0.0856 Epoch 15 Batch 818/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8945, Loss: 0.0793 Epoch 15 Batch 819/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8896, Loss: 0.0797 Epoch 15 Batch 820/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8896, Loss: 0.0808 Epoch 15 Batch 821/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8945, Loss: 0.0749 Epoch 15 Batch 822/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8903, Loss: 0.0750 Epoch 15 Batch 823/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8903, Loss: 0.0752 Epoch 15 Batch 824/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8906, Loss: 0.0829 Epoch 15 Batch 825/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8892, Loss: 0.0717 Epoch 15 Batch 826/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8945, Loss: 0.0767 Epoch 15 Batch 827/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8881, Loss: 0.0810 Epoch 15 Batch 828/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8874, Loss: 0.0733 Epoch 15 Batch 829/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8864, Loss: 0.0951 Epoch 15 Batch 830/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8878, Loss: 0.0871 Epoch 15 Batch 831/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8935, Loss: 0.0827 Epoch 15 Batch 832/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8920, Loss: 0.0729 Epoch 15 Batch 833/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8881, Loss: 0.0859 Epoch 15 Batch 834/1077 - Train Accuracy: 0.9002, Validation Accuracy: 0.8928, Loss: 0.0837 Epoch 15 Batch 835/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8910, Loss: 0.0853 Epoch 15 Batch 836/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8906, Loss: 0.0792 Epoch 15 Batch 837/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8949, Loss: 0.0889 Epoch 15 Batch 838/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.8899, Loss: 0.0770 Epoch 15 Batch 839/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8945, Loss: 0.0743 Epoch 15 Batch 840/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8913, Loss: 0.0770 Epoch 15 Batch 841/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8931, Loss: 0.0980 Epoch 15 Batch 842/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8924, Loss: 0.0715 Epoch 15 Batch 843/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8970, Loss: 0.0713 Epoch 15 Batch 844/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8974, Loss: 0.0738 Epoch 15 Batch 845/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8999, Loss: 0.0783 Epoch 15 Batch 846/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9002, Loss: 0.0922 Epoch 15 Batch 847/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9006, Loss: 0.0866 Epoch 15 Batch 848/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8956, Loss: 0.0711 Epoch 15 Batch 849/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8956, Loss: 0.0686 Epoch 15 Batch 850/1077 - Train Accuracy: 0.8780, Validation Accuracy: 0.8952, Loss: 0.1006 Epoch 15 Batch 851/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8938, Loss: 0.0890 Epoch 15 Batch 852/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8949, Loss: 0.0979 Epoch 15 Batch 853/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8952, Loss: 0.0747 Epoch 15 Batch 854/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8917, Loss: 0.0918 Epoch 15 Batch 855/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8885, Loss: 0.0847 Epoch 15 Batch 856/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8913, Loss: 0.0841 Epoch 15 Batch 857/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8899, Loss: 0.0735 Epoch 15 Batch 858/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8903, Loss: 0.0752 Epoch 15 Batch 859/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8896, Loss: 0.0858 Epoch 15 Batch 860/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8938, Loss: 0.0805 Epoch 15 Batch 861/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8888, Loss: 0.0777 Epoch 15 Batch 862/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8842, Loss: 0.0818 Epoch 15 Batch 863/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8892, Loss: 0.0636 Epoch 15 Batch 864/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8821, Loss: 0.0802 Epoch 15 Batch 865/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8896, Loss: 0.0805 Epoch 15 Batch 866/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8903, Loss: 0.0848 Epoch 15 Batch 867/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8917, Loss: 0.1316 Epoch 15 Batch 868/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8853, Loss: 0.0831 Epoch 15 Batch 869/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8928, Loss: 0.0816 Epoch 15 Batch 870/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8928, Loss: 0.0907 Epoch 15 Batch 871/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8903, Loss: 0.0832 Epoch 15 Batch 872/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9027, Loss: 0.0736 Epoch 15 Batch 873/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9045, Loss: 0.0859 Epoch 15 Batch 874/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9027, Loss: 0.0829 Epoch 15 Batch 875/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8999, Loss: 0.0825 Epoch 15 Batch 876/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8945, Loss: 0.0747 Epoch 15 Batch 877/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8945, Loss: 0.0731 Epoch 15 Batch 878/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8938, Loss: 0.0808 Epoch 15 Batch 879/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8952, Loss: 0.0659 Epoch 15 Batch 880/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8949, Loss: 0.0909 Epoch 15 Batch 881/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8910, Loss: 0.0772 Epoch 15 Batch 882/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8931, Loss: 0.0980 Epoch 15 Batch 883/1077 - Train Accuracy: 0.8808, Validation Accuracy: 0.8949, Loss: 0.1052 Epoch 15 Batch 884/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8938, Loss: 0.0763 Epoch 15 Batch 885/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.8899, Loss: 0.0622 Epoch 15 Batch 886/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8896, Loss: 0.0760 Epoch 15 Batch 887/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8945, Loss: 0.0919 Epoch 15 Batch 888/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8956, Loss: 0.0881 Epoch 15 Batch 889/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8700, Loss: 0.0821 Epoch 15 Batch 890/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8786, Loss: 0.0837 Epoch 15 Batch 891/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.8871, Loss: 0.0848 Epoch 15 Batch 892/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8967, Loss: 0.0672 Epoch 15 Batch 893/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8867, Loss: 0.0934 Epoch 15 Batch 894/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.8956, Loss: 0.0792 Epoch 15 Batch 895/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8945, Loss: 0.0800 Epoch 15 Batch 896/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8963, Loss: 0.0953 Epoch 15 Batch 897/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8913, Loss: 0.0741 Epoch 15 Batch 898/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8920, Loss: 0.0703 Epoch 15 Batch 899/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8903, Loss: 0.0839 Epoch 15 Batch 900/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8910, Loss: 0.0978 Epoch 15 Batch 901/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8931, Loss: 0.0947 Epoch 15 Batch 902/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8931, Loss: 0.0893 Epoch 15 Batch 903/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8913, Loss: 0.0757 Epoch 15 Batch 904/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8928, Loss: 0.0703 Epoch 15 Batch 905/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8931, Loss: 0.0731 Epoch 15 Batch 906/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8942, Loss: 0.0723 Epoch 15 Batch 907/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8913, Loss: 0.0872 Epoch 15 Batch 908/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8928, Loss: 0.0903 Epoch 15 Batch 909/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8938, Loss: 0.0904 Epoch 15 Batch 910/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8938, Loss: 0.0819 Epoch 15 Batch 911/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8970, Loss: 0.1002 Epoch 15 Batch 912/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9059, Loss: 0.0766 Epoch 15 Batch 913/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9048, Loss: 0.0937 Epoch 15 Batch 914/1077 - Train Accuracy: 0.8991, Validation Accuracy: 0.8991, Loss: 0.1093 Epoch 15 Batch 915/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.9023, Loss: 0.0758 Epoch 15 Batch 916/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9023, Loss: 0.0889 Epoch 15 Batch 917/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8981, Loss: 0.0786 Epoch 15 Batch 918/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.9038, Loss: 0.0790 Epoch 15 Batch 919/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9023, Loss: 0.0646 Epoch 15 Batch 920/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8999, Loss: 0.0801 Epoch 15 Batch 921/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8967, Loss: 0.0868 Epoch 15 Batch 922/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8970, Loss: 0.0818 Epoch 15 Batch 923/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8963, Loss: 0.0746 Epoch 15 Batch 924/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.8967, Loss: 0.0946 Epoch 15 Batch 925/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8977, Loss: 0.0717 Epoch 15 Batch 926/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8984, Loss: 0.0905 Epoch 15 Batch 927/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8952, Loss: 0.0836 Epoch 15 Batch 928/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8835, Loss: 0.0817 Epoch 15 Batch 929/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8832, Loss: 0.0843 Epoch 15 Batch 930/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8906, Loss: 0.0682 Epoch 15 Batch 931/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8846, Loss: 0.0742 Epoch 15 Batch 932/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8828, Loss: 0.0771 Epoch 15 Batch 933/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8764, Loss: 0.0712 Epoch 15 Batch 934/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8729, Loss: 0.0688 Epoch 15 Batch 935/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8725, Loss: 0.0737 Epoch 15 Batch 936/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8825, Loss: 0.0851 Epoch 15 Batch 937/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8771, Loss: 0.0921 Epoch 15 Batch 938/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8732, Loss: 0.0831 Epoch 15 Batch 939/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8793, Loss: 0.0882 Epoch 15 Batch 940/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8803, Loss: 0.0732 Epoch 15 Batch 941/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8807, Loss: 0.0672 Epoch 15 Batch 942/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8793, Loss: 0.0894 Epoch 15 Batch 943/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8746, Loss: 0.0814 Epoch 15 Batch 944/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8739, Loss: 0.0727 Epoch 15 Batch 945/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.8768, Loss: 0.0667 Epoch 15 Batch 946/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.8782, Loss: 0.0691 Epoch 15 Batch 947/1077 - Train Accuracy: 0.8507, Validation Accuracy: 0.8825, Loss: 0.0900 Epoch 15 Batch 948/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8839, Loss: 0.0766 Epoch 15 Batch 949/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8828, Loss: 0.0655 Epoch 15 Batch 950/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8867, Loss: 0.0686 Epoch 15 Batch 951/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8810, Loss: 0.0795 Epoch 15 Batch 952/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8846, Loss: 0.0666 Epoch 15 Batch 953/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8924, Loss: 0.0654 Epoch 15 Batch 954/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8917, Loss: 0.0851 Epoch 15 Batch 955/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8928, Loss: 0.0827 Epoch 15 Batch 956/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8899, Loss: 0.0836 Epoch 15 Batch 957/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8906, Loss: 0.0685 Epoch 15 Batch 958/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8853, Loss: 0.0832 Epoch 15 Batch 959/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8920, Loss: 0.0827 Epoch 15 Batch 960/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8917, Loss: 0.0762 Epoch 15 Batch 961/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8935, Loss: 0.0718 Epoch 15 Batch 962/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8960, Loss: 0.0746 Epoch 15 Batch 963/1077 - Train Accuracy: 0.9045, Validation Accuracy: 0.8945, Loss: 0.0860 Epoch 15 Batch 964/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8967, Loss: 0.0684 Epoch 15 Batch 965/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8910, Loss: 0.0887 Epoch 15 Batch 966/1077 - Train Accuracy: 0.9467, Validation Accuracy: 0.8970, Loss: 0.0630 Epoch 15 Batch 967/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8970, Loss: 0.0764 Epoch 15 Batch 968/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8899, Loss: 0.0951 Epoch 15 Batch 969/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8899, Loss: 0.0949 Epoch 15 Batch 970/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8874, Loss: 0.0784 Epoch 15 Batch 971/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8878, Loss: 0.0862 Epoch 15 Batch 972/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8881, Loss: 0.0839 Epoch 15 Batch 973/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.8885, Loss: 0.0665 Epoch 15 Batch 974/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8874, Loss: 0.0672 Epoch 15 Batch 975/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8878, Loss: 0.0716 Epoch 15 Batch 976/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8878, Loss: 0.0741 Epoch 15 Batch 977/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8917, Loss: 0.0632 Epoch 15 Batch 978/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8899, Loss: 0.0830 Epoch 15 Batch 979/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8920, Loss: 0.0796 Epoch 15 Batch 980/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8938, Loss: 0.0856 Epoch 15 Batch 981/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8956, Loss: 0.0824 Epoch 15 Batch 982/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8928, Loss: 0.0834 Epoch 15 Batch 983/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.8878, Loss: 0.0831 Epoch 15 Batch 984/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8878, Loss: 0.0819 Epoch 15 Batch 985/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8700, Loss: 0.0705 Epoch 15 Batch 986/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8849, Loss: 0.0749 Epoch 15 Batch 987/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8849, Loss: 0.0717 Epoch 15 Batch 988/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8761, Loss: 0.0849 Epoch 15 Batch 989/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8910, Loss: 0.0949 Epoch 15 Batch 990/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8970, Loss: 0.0908 Epoch 15 Batch 991/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8974, Loss: 0.0803 Epoch 15 Batch 992/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8903, Loss: 0.0782 Epoch 15 Batch 993/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8906, Loss: 0.0634 Epoch 15 Batch 994/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8913, Loss: 0.0748 Epoch 15 Batch 995/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8910, Loss: 0.0735 Epoch 15 Batch 996/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8892, Loss: 0.0747 Epoch 15 Batch 997/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8913, Loss: 0.0814 Epoch 15 Batch 998/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8849, Loss: 0.0769 Epoch 15 Batch 999/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8803, Loss: 0.0858 Epoch 15 Batch 1000/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8796, Loss: 0.0809 Epoch 15 Batch 1001/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.8849, Loss: 0.0640 Epoch 15 Batch 1002/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8842, Loss: 0.0636 Epoch 15 Batch 1003/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8821, Loss: 0.0745 Epoch 15 Batch 1004/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8917, Loss: 0.0855 Epoch 15 Batch 1005/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8888, Loss: 0.0787 Epoch 15 Batch 1006/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8888, Loss: 0.0674 Epoch 15 Batch 1007/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8935, Loss: 0.0677 Epoch 15 Batch 1008/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8917, Loss: 0.0824 Epoch 15 Batch 1009/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8956, Loss: 0.0606 Epoch 15 Batch 1010/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8910, Loss: 0.0721 Epoch 15 Batch 1011/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8949, Loss: 0.0739 Epoch 15 Batch 1012/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8970, Loss: 0.0612 Epoch 15 Batch 1013/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8920, Loss: 0.0649 Epoch 15 Batch 1014/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8981, Loss: 0.0722 Epoch 15 Batch 1015/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8995, Loss: 0.0909 Epoch 15 Batch 1016/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.9020, Loss: 0.0887 Epoch 15 Batch 1017/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9066, Loss: 0.0727 Epoch 15 Batch 1018/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.9016, Loss: 0.0797 Epoch 15 Batch 1019/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9020, Loss: 0.0923 Epoch 15 Batch 1020/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9027, Loss: 0.0724 Epoch 15 Batch 1021/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.9027, Loss: 0.0849 Epoch 15 Batch 1022/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9070, Loss: 0.0684 Epoch 15 Batch 1023/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9045, Loss: 0.0713 Epoch 15 Batch 1024/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.9016, Loss: 0.0812 Epoch 15 Batch 1025/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.9080, Loss: 0.0753 Epoch 15 Batch 1026/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9091, Loss: 0.0804 Epoch 15 Batch 1027/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9006, Loss: 0.0762 Epoch 15 Batch 1028/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.9016, Loss: 0.0764 Epoch 15 Batch 1029/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8970, Loss: 0.0679 Epoch 15 Batch 1030/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9016, Loss: 0.0787 Epoch 15 Batch 1031/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9027, Loss: 0.0914 Epoch 15 Batch 1032/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.9073, Loss: 0.0905 Epoch 15 Batch 1033/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9062, Loss: 0.0831 Epoch 15 Batch 1034/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.9023, Loss: 0.0789 Epoch 15 Batch 1035/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9066, Loss: 0.0630 Epoch 15 Batch 1036/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9062, Loss: 0.1016 Epoch 15 Batch 1037/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9027, Loss: 0.0794 Epoch 15 Batch 1038/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9045, Loss: 0.0888 Epoch 15 Batch 1039/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9006, Loss: 0.0756 Epoch 15 Batch 1040/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9006, Loss: 0.0805 Epoch 15 Batch 1041/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9016, Loss: 0.0807 Epoch 15 Batch 1042/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8952, Loss: 0.0755 Epoch 15 Batch 1043/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8970, Loss: 0.1043 Epoch 15 Batch 1044/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8949, Loss: 0.0839 Epoch 15 Batch 1045/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8931, Loss: 0.0807 Epoch 15 Batch 1046/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8949, Loss: 0.0676 Epoch 15 Batch 1047/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8942, Loss: 0.0687 Epoch 15 Batch 1048/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8991, Loss: 0.0809 Epoch 15 Batch 1049/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9091, Loss: 0.0818 Epoch 15 Batch 1050/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9077, Loss: 0.0688 Epoch 15 Batch 1051/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9123, Loss: 0.0802 Epoch 15 Batch 1052/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9077, Loss: 0.0775 Epoch 15 Batch 1053/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9066, Loss: 0.0789 Epoch 15 Batch 1054/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9016, Loss: 0.0694 Epoch 15 Batch 1055/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9020, Loss: 0.0952 Epoch 15 Batch 1056/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9066, Loss: 0.0753 Epoch 15 Batch 1057/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9070, Loss: 0.0903 Epoch 15 Batch 1058/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.9027, Loss: 0.0872 Epoch 15 Batch 1059/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.9023, Loss: 0.0918 Epoch 15 Batch 1060/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8956, Loss: 0.0666 Epoch 15 Batch 1061/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8988, Loss: 0.0925 Epoch 15 Batch 1062/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.9091, Loss: 0.0898 Epoch 15 Batch 1063/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.9013, Loss: 0.0813 Epoch 15 Batch 1064/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9077, Loss: 0.0749 Epoch 15 Batch 1065/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9112, Loss: 0.0810 Epoch 15 Batch 1066/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9041, Loss: 0.0727 Epoch 15 Batch 1067/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8995, Loss: 0.0877 Epoch 15 Batch 1068/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9048, Loss: 0.0742 Epoch 15 Batch 1069/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9087, Loss: 0.0760 Epoch 15 Batch 1070/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9066, Loss: 0.0717 Epoch 15 Batch 1071/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8995, Loss: 0.0749 Epoch 15 Batch 1072/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.9062, Loss: 0.0769 Epoch 15 Batch 1073/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9148, Loss: 0.0936 Epoch 15 Batch 1074/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9098, Loss: 0.0958 Epoch 15 Batch 1075/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.9098, Loss: 0.0852 Epoch 16 Batch 1/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8995, Loss: 0.0683 Epoch 16 Batch 2/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8967, Loss: 0.0736 Epoch 16 Batch 3/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8906, Loss: 0.0796 Epoch 16 Batch 4/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8949, Loss: 0.0733 Epoch 16 Batch 5/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8963, Loss: 0.0936 Epoch 16 Batch 6/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9066, Loss: 0.0755 Epoch 16 Batch 7/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9013, Loss: 0.0681 Epoch 16 Batch 8/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.8960, Loss: 0.0705 Epoch 16 Batch 9/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8960, Loss: 0.0808 Epoch 16 Batch 10/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.9073, Loss: 0.0777 Epoch 16 Batch 11/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.9119, Loss: 0.0809 Epoch 16 Batch 12/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9144, Loss: 0.0779 Epoch 16 Batch 13/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9034, Loss: 0.1016 Epoch 16 Batch 14/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9094, Loss: 0.0627 Epoch 16 Batch 15/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9098, Loss: 0.0695 Epoch 16 Batch 16/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9169, Loss: 0.0772 Epoch 16 Batch 17/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9187, Loss: 0.0731 Epoch 16 Batch 18/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9112, Loss: 0.0772 Epoch 16 Batch 19/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9059, Loss: 0.0689 Epoch 16 Batch 20/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9016, Loss: 0.0685 Epoch 16 Batch 21/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8967, Loss: 0.0846 Epoch 16 Batch 22/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8906, Loss: 0.0818 Epoch 16 Batch 23/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8807, Loss: 0.0690 Epoch 16 Batch 24/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8807, Loss: 0.0726 Epoch 16 Batch 25/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8807, Loss: 0.0717 Epoch 16 Batch 26/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8853, Loss: 0.0841 Epoch 16 Batch 27/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8924, Loss: 0.0699 Epoch 16 Batch 28/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8995, Loss: 0.0703 Epoch 16 Batch 29/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9059, Loss: 0.0847 Epoch 16 Batch 30/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9055, Loss: 0.0725 Epoch 16 Batch 31/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9020, Loss: 0.0779 Epoch 16 Batch 32/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9023, Loss: 0.0668 Epoch 16 Batch 33/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.9027, Loss: 0.0761 Epoch 16 Batch 34/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8984, Loss: 0.0810 Epoch 16 Batch 35/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8952, Loss: 0.0733 Epoch 16 Batch 36/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8970, Loss: 0.0807 Epoch 16 Batch 37/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8885, Loss: 0.0707 Epoch 16 Batch 38/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8977, Loss: 0.1005 Epoch 16 Batch 39/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8878, Loss: 0.0879 Epoch 16 Batch 40/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8935, Loss: 0.0698 Epoch 16 Batch 41/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8935, Loss: 0.0691 Epoch 16 Batch 42/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8924, Loss: 0.0901 Epoch 16 Batch 43/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8970, Loss: 0.0620 Epoch 16 Batch 44/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.8960, Loss: 0.0696 Epoch 16 Batch 45/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8952, Loss: 0.0765 Epoch 16 Batch 46/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.8903, Loss: 0.0862 Epoch 16 Batch 47/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8906, Loss: 0.0721 Epoch 16 Batch 48/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8885, Loss: 0.0905 Epoch 16 Batch 49/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8935, Loss: 0.0805 Epoch 16 Batch 50/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8952, Loss: 0.0724 Epoch 16 Batch 51/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8970, Loss: 0.0786 Epoch 16 Batch 52/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8920, Loss: 0.0886 Epoch 16 Batch 53/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8970, Loss: 0.0726 Epoch 16 Batch 54/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8967, Loss: 0.0993 Epoch 16 Batch 55/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8960, Loss: 0.0691 Epoch 16 Batch 56/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9009, Loss: 0.0678 Epoch 16 Batch 57/1077 - Train Accuracy: 0.8952, Validation Accuracy: 0.8984, Loss: 0.0784 Epoch 16 Batch 58/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9034, Loss: 0.0685 Epoch 16 Batch 59/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9055, Loss: 0.0776 Epoch 16 Batch 60/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9080, Loss: 0.0672 Epoch 16 Batch 61/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9031, Loss: 0.0871 Epoch 16 Batch 62/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8942, Loss: 0.0816 Epoch 16 Batch 63/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8917, Loss: 0.0654 Epoch 16 Batch 64/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9041, Loss: 0.0667 Epoch 16 Batch 65/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8935, Loss: 0.0765 Epoch 16 Batch 66/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.8896, Loss: 0.0564 Epoch 16 Batch 67/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8896, Loss: 0.0701 Epoch 16 Batch 68/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8924, Loss: 0.0814 Epoch 16 Batch 69/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8945, Loss: 0.0892 Epoch 16 Batch 70/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8878, Loss: 0.0834 Epoch 16 Batch 71/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.8867, Loss: 0.0554 Epoch 16 Batch 72/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8864, Loss: 0.0773 Epoch 16 Batch 73/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8928, Loss: 0.0786 Epoch 16 Batch 74/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9048, Loss: 0.0653 Epoch 16 Batch 75/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8995, Loss: 0.1020 Epoch 16 Batch 76/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9002, Loss: 0.0606 Epoch 16 Batch 77/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9059, Loss: 0.0736 Epoch 16 Batch 78/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.9013, Loss: 0.0708 Epoch 16 Batch 79/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9031, Loss: 0.0677 Epoch 16 Batch 80/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9048, Loss: 0.0730 Epoch 16 Batch 81/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9006, Loss: 0.0668 Epoch 16 Batch 82/1077 - Train Accuracy: 0.9134, Validation Accuracy: 0.8988, Loss: 0.0746 Epoch 16 Batch 83/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.8988, Loss: 0.0722 Epoch 16 Batch 84/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9031, Loss: 0.0714 Epoch 16 Batch 85/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8967, Loss: 0.0718 Epoch 16 Batch 86/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8967, Loss: 0.0703 Epoch 16 Batch 87/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8984, Loss: 0.0916 Epoch 16 Batch 88/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9016, Loss: 0.0847 Epoch 16 Batch 89/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8984, Loss: 0.0832 Epoch 16 Batch 90/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9031, Loss: 0.0755 Epoch 16 Batch 91/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8956, Loss: 0.0662 Epoch 16 Batch 92/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8931, Loss: 0.0849 Epoch 16 Batch 93/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8920, Loss: 0.0738 Epoch 16 Batch 94/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8963, Loss: 0.0645 Epoch 16 Batch 95/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8892, Loss: 0.0811 Epoch 16 Batch 96/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8888, Loss: 0.0874 Epoch 16 Batch 97/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8899, Loss: 0.0795 Epoch 16 Batch 98/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8864, Loss: 0.0775 Epoch 16 Batch 99/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8874, Loss: 0.0676 Epoch 16 Batch 100/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8878, Loss: 0.0709 Epoch 16 Batch 101/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8931, Loss: 0.0659 Epoch 16 Batch 102/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8988, Loss: 0.0696 Epoch 16 Batch 103/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8988, Loss: 0.0879 Epoch 16 Batch 104/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9031, Loss: 0.0799 Epoch 16 Batch 105/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8991, Loss: 0.0727 Epoch 16 Batch 106/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.8935, Loss: 0.0838 Epoch 16 Batch 107/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8935, Loss: 0.0789 Epoch 16 Batch 108/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8977, Loss: 0.0766 Epoch 16 Batch 109/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8988, Loss: 0.0745 Epoch 16 Batch 110/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8956, Loss: 0.0619 Epoch 16 Batch 111/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8874, Loss: 0.0698 Epoch 16 Batch 112/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8967, Loss: 0.0718 Epoch 16 Batch 113/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8931, Loss: 0.0855 Epoch 16 Batch 114/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8960, Loss: 0.0604 Epoch 16 Batch 115/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8867, Loss: 0.0887 Epoch 16 Batch 116/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8991, Loss: 0.0989 Epoch 16 Batch 117/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8825, Loss: 0.0767 Epoch 16 Batch 118/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8835, Loss: 0.0844 Epoch 16 Batch 119/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8846, Loss: 0.0726 Epoch 16 Batch 120/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8885, Loss: 0.0857 Epoch 16 Batch 121/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8853, Loss: 0.0812 Epoch 16 Batch 122/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8821, Loss: 0.0691 Epoch 16 Batch 123/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.8817, Loss: 0.0609 Epoch 16 Batch 124/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8796, Loss: 0.0796 Epoch 16 Batch 125/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8846, Loss: 0.0774 Epoch 16 Batch 126/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8814, Loss: 0.0650 Epoch 16 Batch 127/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8786, Loss: 0.0723 Epoch 16 Batch 128/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8810, Loss: 0.0735 Epoch 16 Batch 129/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8814, Loss: 0.0856 Epoch 16 Batch 130/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8864, Loss: 0.0699 Epoch 16 Batch 131/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8839, Loss: 0.0819 Epoch 16 Batch 132/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8764, Loss: 0.0769 Epoch 16 Batch 133/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8732, Loss: 0.0704 Epoch 16 Batch 134/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.8789, Loss: 0.0719 Epoch 16 Batch 135/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.8888, Loss: 0.0755 Epoch 16 Batch 136/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8860, Loss: 0.0626 Epoch 16 Batch 137/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8910, Loss: 0.0637 Epoch 16 Batch 138/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8867, Loss: 0.0722 Epoch 16 Batch 139/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8814, Loss: 0.0788 Epoch 16 Batch 140/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.8903, Loss: 0.0783 Epoch 16 Batch 141/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8878, Loss: 0.0731 Epoch 16 Batch 142/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8849, Loss: 0.0722 Epoch 16 Batch 143/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8906, Loss: 0.0855 Epoch 16 Batch 144/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.8956, Loss: 0.0965 Epoch 16 Batch 145/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8892, Loss: 0.0733 Epoch 16 Batch 146/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8903, Loss: 0.1090 Epoch 16 Batch 147/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8899, Loss: 0.0738 Epoch 16 Batch 148/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8878, Loss: 0.0797 Epoch 16 Batch 149/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8906, Loss: 0.0702 Epoch 16 Batch 150/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8803, Loss: 0.0807 Epoch 16 Batch 151/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.8821, Loss: 0.0704 Epoch 16 Batch 152/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8828, Loss: 0.0920 Epoch 16 Batch 153/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8832, Loss: 0.0849 Epoch 16 Batch 154/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.8956, Loss: 0.0798 Epoch 16 Batch 155/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8906, Loss: 0.0748 Epoch 16 Batch 156/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8885, Loss: 0.0626 Epoch 16 Batch 157/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8860, Loss: 0.0710 Epoch 16 Batch 158/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8924, Loss: 0.0820 Epoch 16 Batch 159/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8913, Loss: 0.0713 Epoch 16 Batch 160/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8913, Loss: 0.0662 Epoch 16 Batch 161/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8967, Loss: 0.0645 Epoch 16 Batch 162/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8988, Loss: 0.0923 Epoch 16 Batch 163/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.8956, Loss: 0.0854 Epoch 16 Batch 164/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8956, Loss: 0.0777 Epoch 16 Batch 165/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8874, Loss: 0.0853 Epoch 16 Batch 166/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8874, Loss: 0.0843 Epoch 16 Batch 167/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8867, Loss: 0.0692 Epoch 16 Batch 168/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8867, Loss: 0.0911 Epoch 16 Batch 169/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8906, Loss: 0.0816 Epoch 16 Batch 170/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8867, Loss: 0.0815 Epoch 16 Batch 171/1077 - Train Accuracy: 0.9244, Validation Accuracy: 0.8892, Loss: 0.0687 Epoch 16 Batch 172/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8835, Loss: 0.0681 Epoch 16 Batch 173/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8853, Loss: 0.0780 Epoch 16 Batch 174/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8995, Loss: 0.0767 Epoch 16 Batch 175/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8967, Loss: 0.0776 Epoch 16 Batch 176/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8970, Loss: 0.0738 Epoch 16 Batch 177/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8970, Loss: 0.0869 Epoch 16 Batch 178/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8942, Loss: 0.0768 Epoch 16 Batch 179/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9002, Loss: 0.0785 Epoch 16 Batch 180/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8967, Loss: 0.0693 Epoch 16 Batch 181/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8910, Loss: 0.0797 Epoch 16 Batch 182/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8920, Loss: 0.0825 Epoch 16 Batch 183/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9009, Loss: 0.0819 Epoch 16 Batch 184/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8956, Loss: 0.0648 Epoch 16 Batch 185/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8984, Loss: 0.0753 Epoch 16 Batch 186/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8984, Loss: 0.0752 Epoch 16 Batch 187/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8960, Loss: 0.0606 Epoch 16 Batch 188/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8988, Loss: 0.0718 Epoch 16 Batch 189/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8984, Loss: 0.0725 Epoch 16 Batch 190/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9034, Loss: 0.0767 Epoch 16 Batch 191/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.9002, Loss: 0.0651 Epoch 16 Batch 192/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8981, Loss: 0.0929 Epoch 16 Batch 193/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8903, Loss: 0.0709 Epoch 16 Batch 194/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8991, Loss: 0.0637 Epoch 16 Batch 195/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8938, Loss: 0.0727 Epoch 16 Batch 196/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8906, Loss: 0.0662 Epoch 16 Batch 197/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8903, Loss: 0.0800 Epoch 16 Batch 198/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8899, Loss: 0.0758 Epoch 16 Batch 199/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9023, Loss: 0.0633 Epoch 16 Batch 200/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8960, Loss: 0.0698 Epoch 16 Batch 201/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9084, Loss: 0.0671 Epoch 16 Batch 202/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9034, Loss: 0.0758 Epoch 16 Batch 203/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9070, Loss: 0.0778 Epoch 16 Batch 204/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8974, Loss: 0.0967 Epoch 16 Batch 205/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9038, Loss: 0.0810 Epoch 16 Batch 206/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.8999, Loss: 0.0694 Epoch 16 Batch 207/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8999, Loss: 0.0669 Epoch 16 Batch 208/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9045, Loss: 0.0742 Epoch 16 Batch 209/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9048, Loss: 0.0624 Epoch 16 Batch 210/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.9055, Loss: 0.0773 Epoch 16 Batch 211/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9055, Loss: 0.0670 Epoch 16 Batch 212/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9031, Loss: 0.0690 Epoch 16 Batch 213/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8974, Loss: 0.0663 Epoch 16 Batch 214/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8963, Loss: 0.0721 Epoch 16 Batch 215/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8974, Loss: 0.0822 Epoch 16 Batch 216/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8963, Loss: 0.0860 Epoch 16 Batch 217/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8956, Loss: 0.0692 Epoch 16 Batch 218/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8970, Loss: 0.0875 Epoch 16 Batch 219/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8878, Loss: 0.0615 Epoch 16 Batch 220/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8920, Loss: 0.0766 Epoch 16 Batch 221/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8846, Loss: 0.0775 Epoch 16 Batch 222/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8857, Loss: 0.0699 Epoch 16 Batch 223/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8913, Loss: 0.0772 Epoch 16 Batch 224/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8995, Loss: 0.0766 Epoch 16 Batch 225/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8970, Loss: 0.0828 Epoch 16 Batch 226/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8974, Loss: 0.0648 Epoch 16 Batch 227/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8949, Loss: 0.0820 Epoch 16 Batch 228/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8945, Loss: 0.0643 Epoch 16 Batch 229/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8945, Loss: 0.0788 Epoch 16 Batch 230/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8942, Loss: 0.0671 Epoch 16 Batch 231/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8938, Loss: 0.0839 Epoch 16 Batch 232/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.8974, Loss: 0.0663 Epoch 16 Batch 233/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8991, Loss: 0.0845 Epoch 16 Batch 234/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8995, Loss: 0.0829 Epoch 16 Batch 235/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.9006, Loss: 0.0735 Epoch 16 Batch 236/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8977, Loss: 0.0728 Epoch 16 Batch 237/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9009, Loss: 0.0607 Epoch 16 Batch 238/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8896, Loss: 0.0779 Epoch 16 Batch 239/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.8881, Loss: 0.0570 Epoch 16 Batch 240/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.8924, Loss: 0.0603 Epoch 16 Batch 241/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8945, Loss: 0.0652 Epoch 16 Batch 242/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8942, Loss: 0.0703 Epoch 16 Batch 243/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8949, Loss: 0.0871 Epoch 16 Batch 244/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8938, Loss: 0.0682 Epoch 16 Batch 245/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8881, Loss: 0.0671 Epoch 16 Batch 246/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8920, Loss: 0.0755 Epoch 16 Batch 247/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9020, Loss: 0.0761 Epoch 16 Batch 248/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8952, Loss: 0.0726 Epoch 16 Batch 249/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9016, Loss: 0.0667 Epoch 16 Batch 250/1077 - Train Accuracy: 0.9201, Validation Accuracy: 0.8977, Loss: 0.0645 Epoch 16 Batch 251/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8984, Loss: 0.0809 Epoch 16 Batch 252/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8981, Loss: 0.0797 Epoch 16 Batch 253/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9013, Loss: 0.0720 Epoch 16 Batch 254/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9034, Loss: 0.0766 Epoch 16 Batch 255/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8974, Loss: 0.0725 Epoch 16 Batch 256/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8945, Loss: 0.1016 Epoch 16 Batch 257/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8835, Loss: 0.0864 Epoch 16 Batch 258/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8917, Loss: 0.0696 Epoch 16 Batch 259/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8967, Loss: 0.0690 Epoch 16 Batch 260/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8917, Loss: 0.0716 Epoch 16 Batch 261/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9027, Loss: 0.0712 Epoch 16 Batch 262/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9066, Loss: 0.0689 Epoch 16 Batch 263/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9094, Loss: 0.0686 Epoch 16 Batch 264/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9027, Loss: 0.0818 Epoch 16 Batch 265/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9034, Loss: 0.0738 Epoch 16 Batch 266/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9038, Loss: 0.0743 Epoch 16 Batch 267/1077 - Train Accuracy: 0.9265, Validation Accuracy: 0.9045, Loss: 0.0651 Epoch 16 Batch 268/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8906, Loss: 0.0803 Epoch 16 Batch 269/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8970, Loss: 0.0865 Epoch 16 Batch 270/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9009, Loss: 0.0841 Epoch 16 Batch 271/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9020, Loss: 0.0683 Epoch 16 Batch 272/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9009, Loss: 0.1092 Epoch 16 Batch 273/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8960, Loss: 0.0689 Epoch 16 Batch 274/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8981, Loss: 0.0774 Epoch 16 Batch 275/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8935, Loss: 0.0754 Epoch 16 Batch 276/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8935, Loss: 0.0996 Epoch 16 Batch 277/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8910, Loss: 0.0637 Epoch 16 Batch 278/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8903, Loss: 0.0858 Epoch 16 Batch 279/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8924, Loss: 0.0865 Epoch 16 Batch 280/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8906, Loss: 0.0773 Epoch 16 Batch 281/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8885, Loss: 0.0800 Epoch 16 Batch 282/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8942, Loss: 0.0902 Epoch 16 Batch 283/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.8906, Loss: 0.0750 Epoch 16 Batch 284/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8995, Loss: 0.0813 Epoch 16 Batch 285/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9055, Loss: 0.0777 Epoch 16 Batch 286/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9062, Loss: 0.0720 Epoch 16 Batch 287/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8967, Loss: 0.0726 Epoch 16 Batch 288/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8913, Loss: 0.0808 Epoch 16 Batch 289/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8956, Loss: 0.0713 Epoch 16 Batch 290/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8910, Loss: 0.0893 Epoch 16 Batch 291/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8888, Loss: 0.0876 Epoch 16 Batch 292/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.8942, Loss: 0.0776 Epoch 16 Batch 293/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8931, Loss: 0.0807 Epoch 16 Batch 294/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8920, Loss: 0.0724 Epoch 16 Batch 295/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8984, Loss: 0.0798 Epoch 16 Batch 296/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9041, Loss: 0.0723 Epoch 16 Batch 297/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9041, Loss: 0.0796 Epoch 16 Batch 298/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9016, Loss: 0.0875 Epoch 16 Batch 299/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8920, Loss: 0.0803 Epoch 16 Batch 300/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8903, Loss: 0.0633 Epoch 16 Batch 301/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8903, Loss: 0.0684 Epoch 16 Batch 302/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8899, Loss: 0.0746 Epoch 16 Batch 303/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8906, Loss: 0.0791 Epoch 16 Batch 304/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8924, Loss: 0.0756 Epoch 16 Batch 305/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8910, Loss: 0.0731 Epoch 16 Batch 306/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8913, Loss: 0.0822 Epoch 16 Batch 307/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8860, Loss: 0.0720 Epoch 16 Batch 308/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8871, Loss: 0.0840 Epoch 16 Batch 309/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8924, Loss: 0.0637 Epoch 16 Batch 310/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8924, Loss: 0.0788 Epoch 16 Batch 311/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8928, Loss: 0.0624 Epoch 16 Batch 312/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8931, Loss: 0.0856 Epoch 16 Batch 313/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8977, Loss: 0.0638 Epoch 16 Batch 314/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8981, Loss: 0.0788 Epoch 16 Batch 315/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8988, Loss: 0.0667 Epoch 16 Batch 316/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8910, Loss: 0.0719 Epoch 16 Batch 317/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8874, Loss: 0.0886 Epoch 16 Batch 318/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8920, Loss: 0.0717 Epoch 16 Batch 319/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8885, Loss: 0.0860 Epoch 16 Batch 320/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8782, Loss: 0.0860 Epoch 16 Batch 321/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8885, Loss: 0.0686 Epoch 16 Batch 322/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8885, Loss: 0.0675 Epoch 16 Batch 323/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8867, Loss: 0.0712 Epoch 16 Batch 324/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8938, Loss: 0.0718 Epoch 16 Batch 325/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8910, Loss: 0.0754 Epoch 16 Batch 326/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.8839, Loss: 0.0700 Epoch 16 Batch 327/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8899, Loss: 0.0874 Epoch 16 Batch 328/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8949, Loss: 0.0823 Epoch 16 Batch 329/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8949, Loss: 0.0748 Epoch 16 Batch 330/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8935, Loss: 0.0765 Epoch 16 Batch 331/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8910, Loss: 0.0765 Epoch 16 Batch 332/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8981, Loss: 0.0541 Epoch 16 Batch 333/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8981, Loss: 0.0625 Epoch 16 Batch 334/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8995, Loss: 0.0701 Epoch 16 Batch 335/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9073, Loss: 0.0752 Epoch 16 Batch 336/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9002, Loss: 0.1069 Epoch 16 Batch 337/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9002, Loss: 0.0874 Epoch 16 Batch 338/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8945, Loss: 0.0917 Epoch 16 Batch 339/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9013, Loss: 0.0669 Epoch 16 Batch 340/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8942, Loss: 0.0701 Epoch 16 Batch 341/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8949, Loss: 0.1022 Epoch 16 Batch 342/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8949, Loss: 0.0757 Epoch 16 Batch 343/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9066, Loss: 0.0760 Epoch 16 Batch 344/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9023, Loss: 0.0678 Epoch 16 Batch 345/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9013, Loss: 0.0716 Epoch 16 Batch 346/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9013, Loss: 0.0753 Epoch 16 Batch 347/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9023, Loss: 0.0627 Epoch 16 Batch 348/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8960, Loss: 0.0718 Epoch 16 Batch 349/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9002, Loss: 0.0669 Epoch 16 Batch 350/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.9045, Loss: 0.0730 Epoch 16 Batch 351/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9045, Loss: 0.0797 Epoch 16 Batch 352/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8991, Loss: 0.0674 Epoch 16 Batch 353/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8974, Loss: 0.0808 Epoch 16 Batch 354/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8924, Loss: 0.0875 Epoch 16 Batch 355/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8878, Loss: 0.0726 Epoch 16 Batch 356/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8828, Loss: 0.0789 Epoch 16 Batch 357/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8835, Loss: 0.0692 Epoch 16 Batch 358/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8938, Loss: 0.0780 Epoch 16 Batch 359/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8931, Loss: 0.0722 Epoch 16 Batch 360/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8977, Loss: 0.0670 Epoch 16 Batch 361/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.8952, Loss: 0.0668 Epoch 16 Batch 362/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.9013, Loss: 0.0854 Epoch 16 Batch 363/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8963, Loss: 0.0829 Epoch 16 Batch 364/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8984, Loss: 0.0877 Epoch 16 Batch 365/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9062, Loss: 0.0594 Epoch 16 Batch 366/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9045, Loss: 0.0659 Epoch 16 Batch 367/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9109, Loss: 0.0632 Epoch 16 Batch 368/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8988, Loss: 0.0750 Epoch 16 Batch 369/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8942, Loss: 0.0715 Epoch 16 Batch 370/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8942, Loss: 0.0691 Epoch 16 Batch 371/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8938, Loss: 0.0676 Epoch 16 Batch 372/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8924, Loss: 0.0663 Epoch 16 Batch 373/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8960, Loss: 0.0576 Epoch 16 Batch 374/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8906, Loss: 0.0721 Epoch 16 Batch 375/1077 - Train Accuracy: 0.9311, Validation Accuracy: 0.8924, Loss: 0.0715 Epoch 16 Batch 376/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8857, Loss: 0.0758 Epoch 16 Batch 377/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8903, Loss: 0.0734 Epoch 16 Batch 378/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8917, Loss: 0.0592 Epoch 16 Batch 379/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8913, Loss: 0.0823 Epoch 16 Batch 380/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8910, Loss: 0.0621 Epoch 16 Batch 381/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8892, Loss: 0.0845 Epoch 16 Batch 382/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8995, Loss: 0.0995 Epoch 16 Batch 383/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8935, Loss: 0.0785 Epoch 16 Batch 384/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8942, Loss: 0.0643 Epoch 16 Batch 385/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8874, Loss: 0.0666 Epoch 16 Batch 386/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8917, Loss: 0.0740 Epoch 16 Batch 387/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9020, Loss: 0.0738 Epoch 16 Batch 388/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.9062, Loss: 0.0806 Epoch 16 Batch 389/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9041, Loss: 0.0689 Epoch 16 Batch 390/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.9041, Loss: 0.0951 Epoch 16 Batch 391/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9027, Loss: 0.0828 Epoch 16 Batch 392/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8984, Loss: 0.0810 Epoch 16 Batch 393/1077 - Train Accuracy: 0.8999, Validation Accuracy: 0.8984, Loss: 0.0776 Epoch 16 Batch 394/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8935, Loss: 0.0756 Epoch 16 Batch 395/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8935, Loss: 0.0678 Epoch 16 Batch 396/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8892, Loss: 0.0814 Epoch 16 Batch 397/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8913, Loss: 0.0753 Epoch 16 Batch 398/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8963, Loss: 0.0749 Epoch 16 Batch 399/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.8945, Loss: 0.0722 Epoch 16 Batch 400/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8984, Loss: 0.0716 Epoch 16 Batch 401/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8928, Loss: 0.0692 Epoch 16 Batch 402/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8981, Loss: 0.0598 Epoch 16 Batch 403/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8984, Loss: 0.0959 Epoch 16 Batch 404/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9009, Loss: 0.0734 Epoch 16 Batch 405/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9009, Loss: 0.0790 Epoch 16 Batch 406/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9070, Loss: 0.0667 Epoch 16 Batch 407/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9016, Loss: 0.0829 Epoch 16 Batch 408/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9016, Loss: 0.0784 Epoch 16 Batch 409/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8963, Loss: 0.0759 Epoch 16 Batch 410/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8952, Loss: 0.0891 Epoch 16 Batch 411/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8931, Loss: 0.0719 Epoch 16 Batch 412/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8814, Loss: 0.0643 Epoch 16 Batch 413/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8871, Loss: 0.0666 Epoch 16 Batch 414/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8857, Loss: 0.0791 Epoch 16 Batch 415/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.8810, Loss: 0.0895 Epoch 16 Batch 416/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8810, Loss: 0.0730 Epoch 16 Batch 417/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8896, Loss: 0.0995 Epoch 16 Batch 418/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8974, Loss: 0.0725 Epoch 16 Batch 419/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8999, Loss: 0.0664 Epoch 16 Batch 420/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9031, Loss: 0.0656 Epoch 16 Batch 421/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9048, Loss: 0.0989 Epoch 16 Batch 422/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9048, Loss: 0.0698 Epoch 16 Batch 423/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9038, Loss: 0.0776 Epoch 16 Batch 424/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9045, Loss: 0.0708 Epoch 16 Batch 425/1077 - Train Accuracy: 0.8761, Validation Accuracy: 0.8999, Loss: 0.0656 Epoch 16 Batch 426/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9055, Loss: 0.0843 Epoch 16 Batch 427/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.9006, Loss: 0.0663 Epoch 16 Batch 428/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8938, Loss: 0.0635 Epoch 16 Batch 429/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8871, Loss: 0.0690 Epoch 16 Batch 430/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8924, Loss: 0.0671 Epoch 16 Batch 431/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8920, Loss: 0.0662 Epoch 16 Batch 432/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8896, Loss: 0.0756 Epoch 16 Batch 433/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9013, Loss: 0.0745 Epoch 16 Batch 434/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9023, Loss: 0.0753 Epoch 16 Batch 435/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9013, Loss: 0.0773 Epoch 16 Batch 436/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.8888, Loss: 0.0781 Epoch 16 Batch 437/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8928, Loss: 0.0624 Epoch 16 Batch 438/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8871, Loss: 0.0742 Epoch 16 Batch 439/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8825, Loss: 0.0817 Epoch 16 Batch 440/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8764, Loss: 0.0930 Epoch 16 Batch 441/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8839, Loss: 0.0697 Epoch 16 Batch 442/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8960, Loss: 0.0764 Epoch 16 Batch 443/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8864, Loss: 0.0707 Epoch 16 Batch 444/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.8853, Loss: 0.0711 Epoch 16 Batch 445/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8896, Loss: 0.0834 Epoch 16 Batch 446/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8874, Loss: 0.0642 Epoch 16 Batch 447/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8924, Loss: 0.0779 Epoch 16 Batch 448/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8991, Loss: 0.0850 Epoch 16 Batch 449/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8981, Loss: 0.0852 Epoch 16 Batch 450/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9045, Loss: 0.0819 Epoch 16 Batch 451/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9034, Loss: 0.0729 Epoch 16 Batch 452/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9041, Loss: 0.0750 Epoch 16 Batch 453/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9059, Loss: 0.0639 Epoch 16 Batch 454/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.9016, Loss: 0.0903 Epoch 16 Batch 455/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8917, Loss: 0.0680 Epoch 16 Batch 456/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8917, Loss: 0.0848 Epoch 16 Batch 457/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8967, Loss: 0.0665 Epoch 16 Batch 458/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8945, Loss: 0.0856 Epoch 16 Batch 459/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8952, Loss: 0.0731 Epoch 16 Batch 460/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8888, Loss: 0.0775 Epoch 16 Batch 461/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8913, Loss: 0.0718 Epoch 16 Batch 462/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8906, Loss: 0.0751 Epoch 16 Batch 463/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8952, Loss: 0.0724 Epoch 16 Batch 464/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9048, Loss: 0.0725 Epoch 16 Batch 465/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8999, Loss: 0.0927 Epoch 16 Batch 466/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8963, Loss: 0.0693 Epoch 16 Batch 467/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9034, Loss: 0.0845 Epoch 16 Batch 468/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8995, Loss: 0.0765 Epoch 16 Batch 469/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8970, Loss: 0.0746 Epoch 16 Batch 470/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8935, Loss: 0.0708 Epoch 16 Batch 471/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.8984, Loss: 0.0615 Epoch 16 Batch 472/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8910, Loss: 0.0595 Epoch 16 Batch 473/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8928, Loss: 0.0798 Epoch 16 Batch 474/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8935, Loss: 0.0719 Epoch 16 Batch 475/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8931, Loss: 0.0730 Epoch 16 Batch 476/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8935, Loss: 0.0662 Epoch 16 Batch 477/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.8984, Loss: 0.0693 Epoch 16 Batch 478/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8974, Loss: 0.0700 Epoch 16 Batch 479/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8931, Loss: 0.0876 Epoch 16 Batch 480/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8949, Loss: 0.0716 Epoch 16 Batch 481/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8970, Loss: 0.0668 Epoch 16 Batch 482/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8974, Loss: 0.0829 Epoch 16 Batch 483/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8981, Loss: 0.0851 Epoch 16 Batch 484/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9077, Loss: 0.0738 Epoch 16 Batch 485/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8981, Loss: 0.0739 Epoch 16 Batch 486/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9013, Loss: 0.0658 Epoch 16 Batch 487/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9034, Loss: 0.0690 Epoch 16 Batch 488/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.8988, Loss: 0.0592 Epoch 16 Batch 489/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8988, Loss: 0.0604 Epoch 16 Batch 490/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8974, Loss: 0.0774 Epoch 16 Batch 491/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8913, Loss: 0.0822 Epoch 16 Batch 492/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8913, Loss: 0.0779 Epoch 16 Batch 493/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8920, Loss: 0.0643 Epoch 16 Batch 494/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8931, Loss: 0.0630 Epoch 16 Batch 495/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8935, Loss: 0.0708 Epoch 16 Batch 496/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8981, Loss: 0.0718 Epoch 16 Batch 497/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.8938, Loss: 0.0680 Epoch 16 Batch 498/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8999, Loss: 0.0684 Epoch 16 Batch 499/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9027, Loss: 0.0689 Epoch 16 Batch 500/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9055, Loss: 0.0619 Epoch 16 Batch 501/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8999, Loss: 0.0656 Epoch 16 Batch 502/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8956, Loss: 0.0792 Epoch 16 Batch 503/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.8963, Loss: 0.0628 Epoch 16 Batch 504/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8945, Loss: 0.0720 Epoch 16 Batch 505/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8952, Loss: 0.0608 Epoch 16 Batch 506/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8960, Loss: 0.0740 Epoch 16 Batch 507/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8981, Loss: 0.0816 Epoch 16 Batch 508/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8942, Loss: 0.0648 Epoch 16 Batch 509/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8938, Loss: 0.0851 Epoch 16 Batch 510/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8924, Loss: 0.0771 Epoch 16 Batch 511/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8842, Loss: 0.0749 Epoch 16 Batch 512/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8874, Loss: 0.0658 Epoch 16 Batch 513/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8825, Loss: 0.0780 Epoch 16 Batch 514/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8917, Loss: 0.0754 Epoch 16 Batch 515/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8896, Loss: 0.0845 Epoch 16 Batch 516/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.8977, Loss: 0.0708 Epoch 16 Batch 517/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8977, Loss: 0.0800 Epoch 16 Batch 518/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8977, Loss: 0.0662 Epoch 16 Batch 519/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8974, Loss: 0.0721 Epoch 16 Batch 520/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8917, Loss: 0.0654 Epoch 16 Batch 521/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8928, Loss: 0.0706 Epoch 16 Batch 522/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8924, Loss: 0.0936 Epoch 16 Batch 523/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8885, Loss: 0.0757 Epoch 16 Batch 524/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8920, Loss: 0.0795 Epoch 16 Batch 525/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8920, Loss: 0.0666 Epoch 16 Batch 526/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8938, Loss: 0.0654 Epoch 16 Batch 527/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8949, Loss: 0.0695 Epoch 16 Batch 528/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9006, Loss: 0.0712 Epoch 16 Batch 529/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9009, Loss: 0.0626 Epoch 16 Batch 530/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9013, Loss: 0.0778 Epoch 16 Batch 531/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9020, Loss: 0.0781 Epoch 16 Batch 532/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9055, Loss: 0.0884 Epoch 16 Batch 533/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9052, Loss: 0.0759 Epoch 16 Batch 534/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8896, Loss: 0.0786 Epoch 16 Batch 535/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8956, Loss: 0.0740 Epoch 16 Batch 536/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8967, Loss: 0.0796 Epoch 16 Batch 537/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8988, Loss: 0.0699 Epoch 16 Batch 538/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9020, Loss: 0.0620 Epoch 16 Batch 539/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9066, Loss: 0.0818 Epoch 16 Batch 540/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9020, Loss: 0.0711 Epoch 16 Batch 541/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9034, Loss: 0.0684 Epoch 16 Batch 542/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8938, Loss: 0.0736 Epoch 16 Batch 543/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9002, Loss: 0.0733 Epoch 16 Batch 544/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8949, Loss: 0.0558 Epoch 16 Batch 545/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8945, Loss: 0.0819 Epoch 16 Batch 546/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8967, Loss: 0.0814 Epoch 16 Batch 547/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9020, Loss: 0.0680 Epoch 16 Batch 548/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8938, Loss: 0.0850 Epoch 16 Batch 549/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8871, Loss: 0.0857 Epoch 16 Batch 550/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8864, Loss: 0.0731 Epoch 16 Batch 551/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8906, Loss: 0.0808 Epoch 16 Batch 552/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8906, Loss: 0.0791 Epoch 16 Batch 553/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8910, Loss: 0.0894 Epoch 16 Batch 554/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8913, Loss: 0.0711 Epoch 16 Batch 555/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8977, Loss: 0.0683 Epoch 16 Batch 556/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9016, Loss: 0.0643 Epoch 16 Batch 557/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8952, Loss: 0.0697 Epoch 16 Batch 558/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8846, Loss: 0.0596 Epoch 16 Batch 559/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8871, Loss: 0.0732 Epoch 16 Batch 560/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8935, Loss: 0.0707 Epoch 16 Batch 561/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8935, Loss: 0.0681 Epoch 16 Batch 562/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.8945, Loss: 0.0591 Epoch 16 Batch 563/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8956, Loss: 0.0782 Epoch 16 Batch 564/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9059, Loss: 0.0844 Epoch 16 Batch 565/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9013, Loss: 0.0848 Epoch 16 Batch 566/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9013, Loss: 0.0872 Epoch 16 Batch 567/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8949, Loss: 0.0756 Epoch 16 Batch 568/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8963, Loss: 0.0737 Epoch 16 Batch 569/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8913, Loss: 0.0791 Epoch 16 Batch 570/1077 - Train Accuracy: 0.8845, Validation Accuracy: 0.8924, Loss: 0.0779 Epoch 16 Batch 571/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8920, Loss: 0.0675 Epoch 16 Batch 572/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.8917, Loss: 0.0709 Epoch 16 Batch 573/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8832, Loss: 0.0942 Epoch 16 Batch 574/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8867, Loss: 0.0740 Epoch 16 Batch 575/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8825, Loss: 0.0666 Epoch 16 Batch 576/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8828, Loss: 0.0670 Epoch 16 Batch 577/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8778, Loss: 0.0751 Epoch 16 Batch 578/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8853, Loss: 0.0763 Epoch 16 Batch 579/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8825, Loss: 0.0721 Epoch 16 Batch 580/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.8888, Loss: 0.0618 Epoch 16 Batch 581/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8857, Loss: 0.0610 Epoch 16 Batch 582/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8803, Loss: 0.0714 Epoch 16 Batch 583/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8750, Loss: 0.0850 Epoch 16 Batch 584/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8853, Loss: 0.0727 Epoch 16 Batch 585/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8910, Loss: 0.0589 Epoch 16 Batch 586/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8906, Loss: 0.0686 Epoch 16 Batch 587/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8906, Loss: 0.0728 Epoch 16 Batch 588/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8903, Loss: 0.0663 Epoch 16 Batch 589/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.8970, Loss: 0.0662 Epoch 16 Batch 590/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8906, Loss: 0.0794 Epoch 16 Batch 591/1077 - Train Accuracy: 0.9155, Validation Accuracy: 0.8821, Loss: 0.0648 Epoch 16 Batch 592/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8807, Loss: 0.0750 Epoch 16 Batch 593/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8881, Loss: 0.0832 Epoch 16 Batch 594/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8906, Loss: 0.0814 Epoch 16 Batch 595/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8952, Loss: 0.0690 Epoch 16 Batch 596/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8970, Loss: 0.0742 Epoch 16 Batch 597/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8913, Loss: 0.0732 Epoch 16 Batch 598/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8896, Loss: 0.0684 Epoch 16 Batch 599/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8974, Loss: 0.1028 Epoch 16 Batch 600/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8977, Loss: 0.0830 Epoch 16 Batch 601/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8945, Loss: 0.0732 Epoch 16 Batch 602/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8817, Loss: 0.0756 Epoch 16 Batch 603/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8817, Loss: 0.0733 Epoch 16 Batch 604/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8743, Loss: 0.0933 Epoch 16 Batch 605/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8743, Loss: 0.0850 Epoch 16 Batch 606/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8757, Loss: 0.0608 Epoch 16 Batch 607/1077 - Train Accuracy: 0.9300, Validation Accuracy: 0.8817, Loss: 0.0773 Epoch 16 Batch 608/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8931, Loss: 0.0873 Epoch 16 Batch 609/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8942, Loss: 0.0804 Epoch 16 Batch 610/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8935, Loss: 0.0898 Epoch 16 Batch 611/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8842, Loss: 0.0748 Epoch 16 Batch 612/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8817, Loss: 0.0621 Epoch 16 Batch 613/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8821, Loss: 0.0829 Epoch 16 Batch 614/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8867, Loss: 0.0736 Epoch 16 Batch 615/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8881, Loss: 0.0746 Epoch 16 Batch 616/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.8814, Loss: 0.0766 Epoch 16 Batch 617/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8857, Loss: 0.0756 Epoch 16 Batch 618/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8839, Loss: 0.0741 Epoch 16 Batch 619/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8878, Loss: 0.0630 Epoch 16 Batch 620/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8761, Loss: 0.0610 Epoch 16 Batch 621/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8803, Loss: 0.0734 Epoch 16 Batch 622/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.8817, Loss: 0.0790 Epoch 16 Batch 623/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8910, Loss: 0.0771 Epoch 16 Batch 624/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8878, Loss: 0.0709 Epoch 16 Batch 625/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8938, Loss: 0.0691 Epoch 16 Batch 626/1077 - Train Accuracy: 0.9151, Validation Accuracy: 0.8920, Loss: 0.0651 Epoch 16 Batch 627/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8881, Loss: 0.0724 Epoch 16 Batch 628/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8881, Loss: 0.0786 Epoch 16 Batch 629/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8885, Loss: 0.0768 Epoch 16 Batch 630/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8935, Loss: 0.0690 Epoch 16 Batch 631/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8928, Loss: 0.0759 Epoch 16 Batch 632/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8938, Loss: 0.0701 Epoch 16 Batch 633/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8896, Loss: 0.0708 Epoch 16 Batch 634/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8896, Loss: 0.0574 Epoch 16 Batch 635/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8938, Loss: 0.0870 Epoch 16 Batch 636/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8952, Loss: 0.0678 Epoch 16 Batch 637/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8892, Loss: 0.0737 Epoch 16 Batch 638/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8867, Loss: 0.0647 Epoch 16 Batch 639/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8782, Loss: 0.0867 Epoch 16 Batch 640/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8828, Loss: 0.0630 Epoch 16 Batch 641/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8817, Loss: 0.0619 Epoch 16 Batch 642/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8821, Loss: 0.0757 Epoch 16 Batch 643/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8913, Loss: 0.0613 Epoch 16 Batch 644/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8849, Loss: 0.0700 Epoch 16 Batch 645/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8849, Loss: 0.0733 Epoch 16 Batch 646/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.8896, Loss: 0.0679 Epoch 16 Batch 647/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8896, Loss: 0.0799 Epoch 16 Batch 648/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8896, Loss: 0.0598 Epoch 16 Batch 649/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8903, Loss: 0.0735 Epoch 16 Batch 650/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8963, Loss: 0.0696 Epoch 16 Batch 651/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.8952, Loss: 0.0707 Epoch 16 Batch 652/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9002, Loss: 0.0760 Epoch 16 Batch 653/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9002, Loss: 0.0775 Epoch 16 Batch 654/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9009, Loss: 0.0680 Epoch 16 Batch 655/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.9016, Loss: 0.0919 Epoch 16 Batch 656/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9009, Loss: 0.0742 Epoch 16 Batch 657/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9013, Loss: 0.0785 Epoch 16 Batch 658/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9013, Loss: 0.0547 Epoch 16 Batch 659/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9034, Loss: 0.0771 Epoch 16 Batch 660/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8913, Loss: 0.0716 Epoch 16 Batch 661/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8935, Loss: 0.0744 Epoch 16 Batch 662/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8949, Loss: 0.0633 Epoch 16 Batch 663/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8888, Loss: 0.0596 Epoch 16 Batch 664/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8935, Loss: 0.0774 Epoch 16 Batch 665/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8974, Loss: 0.0594 Epoch 16 Batch 666/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.8924, Loss: 0.0736 Epoch 16 Batch 667/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8924, Loss: 0.0812 Epoch 16 Batch 668/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.8913, Loss: 0.0644 Epoch 16 Batch 669/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8938, Loss: 0.0663 Epoch 16 Batch 670/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.8924, Loss: 0.0679 Epoch 16 Batch 671/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8924, Loss: 0.0751 Epoch 16 Batch 672/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.8817, Loss: 0.0650 Epoch 16 Batch 673/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8761, Loss: 0.0727 Epoch 16 Batch 674/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8786, Loss: 0.0678 Epoch 16 Batch 675/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8789, Loss: 0.0787 Epoch 16 Batch 676/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8896, Loss: 0.0678 Epoch 16 Batch 677/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8956, Loss: 0.0872 Epoch 16 Batch 678/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8896, Loss: 0.0630 Epoch 16 Batch 679/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8938, Loss: 0.0747 Epoch 16 Batch 680/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8942, Loss: 0.0796 Epoch 16 Batch 681/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8942, Loss: 0.0679 Epoch 16 Batch 682/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8917, Loss: 0.0745 Epoch 16 Batch 683/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8857, Loss: 0.0721 Epoch 16 Batch 684/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8874, Loss: 0.0687 Epoch 16 Batch 685/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8864, Loss: 0.0809 Epoch 16 Batch 686/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8917, Loss: 0.0665 Epoch 16 Batch 687/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8970, Loss: 0.0818 Epoch 16 Batch 688/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8931, Loss: 0.0679 Epoch 16 Batch 689/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8952, Loss: 0.0615 Epoch 16 Batch 690/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8899, Loss: 0.0767 Epoch 16 Batch 691/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.8931, Loss: 0.0788 Epoch 16 Batch 692/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8999, Loss: 0.0657 Epoch 16 Batch 693/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8952, Loss: 0.1080 Epoch 16 Batch 694/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8960, Loss: 0.0727 Epoch 16 Batch 695/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9016, Loss: 0.0667 Epoch 16 Batch 696/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8967, Loss: 0.0810 Epoch 16 Batch 697/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8981, Loss: 0.0650 Epoch 16 Batch 698/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8924, Loss: 0.0646 Epoch 16 Batch 699/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8977, Loss: 0.0675 Epoch 16 Batch 700/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8988, Loss: 0.0663 Epoch 16 Batch 701/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8867, Loss: 0.0820 Epoch 16 Batch 702/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8917, Loss: 0.0831 Epoch 16 Batch 703/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8945, Loss: 0.0716 Epoch 16 Batch 704/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8945, Loss: 0.0909 Epoch 16 Batch 705/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.9041, Loss: 0.0824 Epoch 16 Batch 706/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.9031, Loss: 0.0845 Epoch 16 Batch 707/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9041, Loss: 0.0761 Epoch 16 Batch 708/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9055, Loss: 0.0762 Epoch 16 Batch 709/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.9055, Loss: 0.0854 Epoch 16 Batch 710/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9020, Loss: 0.0608 Epoch 16 Batch 711/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8995, Loss: 0.0951 Epoch 16 Batch 712/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8949, Loss: 0.0723 Epoch 16 Batch 713/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9027, Loss: 0.0674 Epoch 16 Batch 714/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8977, Loss: 0.0719 Epoch 16 Batch 715/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8963, Loss: 0.0812 Epoch 16 Batch 716/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8967, Loss: 0.0636 Epoch 16 Batch 717/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8917, Loss: 0.0640 Epoch 16 Batch 718/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8903, Loss: 0.0742 Epoch 16 Batch 719/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8935, Loss: 0.0779 Epoch 16 Batch 720/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9066, Loss: 0.0775 Epoch 16 Batch 721/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8949, Loss: 0.0767 Epoch 16 Batch 722/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8981, Loss: 0.0619 Epoch 16 Batch 723/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.8885, Loss: 0.0758 Epoch 16 Batch 724/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.8942, Loss: 0.0750 Epoch 16 Batch 725/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8999, Loss: 0.0573 Epoch 16 Batch 726/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8960, Loss: 0.0727 Epoch 16 Batch 727/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8981, Loss: 0.0679 Epoch 16 Batch 728/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8963, Loss: 0.0862 Epoch 16 Batch 729/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8999, Loss: 0.0853 Epoch 16 Batch 730/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8999, Loss: 0.0845 Epoch 16 Batch 731/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8995, Loss: 0.0756 Epoch 16 Batch 732/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8977, Loss: 0.0813 Epoch 16 Batch 733/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9045, Loss: 0.0758 Epoch 16 Batch 734/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8977, Loss: 0.0789 Epoch 16 Batch 735/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9016, Loss: 0.0673 Epoch 16 Batch 736/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9041, Loss: 0.0640 Epoch 16 Batch 737/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9059, Loss: 0.0785 Epoch 16 Batch 738/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9027, Loss: 0.0564 Epoch 16 Batch 739/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9023, Loss: 0.0653 Epoch 16 Batch 740/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9041, Loss: 0.0601 Epoch 16 Batch 741/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9045, Loss: 0.0812 Epoch 16 Batch 742/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8988, Loss: 0.0666 Epoch 16 Batch 743/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8963, Loss: 0.0713 Epoch 16 Batch 744/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8906, Loss: 0.0696 Epoch 16 Batch 745/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8913, Loss: 0.0725 Epoch 16 Batch 746/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8871, Loss: 0.0687 Epoch 16 Batch 747/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8849, Loss: 0.0619 Epoch 16 Batch 748/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8956, Loss: 0.0620 Epoch 16 Batch 749/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8846, Loss: 0.0732 Epoch 16 Batch 750/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8846, Loss: 0.0702 Epoch 16 Batch 751/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8846, Loss: 0.0753 Epoch 16 Batch 752/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8807, Loss: 0.0712 Epoch 16 Batch 753/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8867, Loss: 0.0678 Epoch 16 Batch 754/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8878, Loss: 0.0816 Epoch 16 Batch 755/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8913, Loss: 0.0784 Epoch 16 Batch 756/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8928, Loss: 0.0755 Epoch 16 Batch 757/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.8860, Loss: 0.0805 Epoch 16 Batch 758/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8849, Loss: 0.0587 Epoch 16 Batch 759/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8896, Loss: 0.0611 Epoch 16 Batch 760/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8793, Loss: 0.0833 Epoch 16 Batch 761/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8917, Loss: 0.0744 Epoch 16 Batch 762/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9023, Loss: 0.0639 Epoch 16 Batch 763/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8967, Loss: 0.0698 Epoch 16 Batch 764/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8917, Loss: 0.0676 Epoch 16 Batch 765/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8913, Loss: 0.0765 Epoch 16 Batch 766/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8910, Loss: 0.0798 Epoch 16 Batch 767/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8967, Loss: 0.0675 Epoch 16 Batch 768/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9016, Loss: 0.0685 Epoch 16 Batch 769/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8995, Loss: 0.0729 Epoch 16 Batch 770/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8938, Loss: 0.0751 Epoch 16 Batch 771/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8977, Loss: 0.0756 Epoch 16 Batch 772/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.9006, Loss: 0.0687 Epoch 16 Batch 773/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9052, Loss: 0.0645 Epoch 16 Batch 774/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8952, Loss: 0.0793 Epoch 16 Batch 775/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8952, Loss: 0.0766 Epoch 16 Batch 776/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8970, Loss: 0.0663 Epoch 16 Batch 777/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9016, Loss: 0.0693 Epoch 16 Batch 778/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8967, Loss: 0.0706 Epoch 16 Batch 779/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8920, Loss: 0.0719 Epoch 16 Batch 780/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8899, Loss: 0.0870 Epoch 16 Batch 781/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8935, Loss: 0.0553 Epoch 16 Batch 782/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8906, Loss: 0.0641 Epoch 16 Batch 783/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8984, Loss: 0.0753 Epoch 16 Batch 784/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9031, Loss: 0.0520 Epoch 16 Batch 785/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8928, Loss: 0.0648 Epoch 16 Batch 786/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8952, Loss: 0.0726 Epoch 16 Batch 787/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8945, Loss: 0.0716 Epoch 16 Batch 788/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8942, Loss: 0.0609 Epoch 16 Batch 789/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8935, Loss: 0.0729 Epoch 16 Batch 790/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8938, Loss: 0.0807 Epoch 16 Batch 791/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8942, Loss: 0.0865 Epoch 16 Batch 792/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9002, Loss: 0.0737 Epoch 16 Batch 793/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9027, Loss: 0.0712 Epoch 16 Batch 794/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9070, Loss: 0.0603 Epoch 16 Batch 795/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9123, Loss: 0.0794 Epoch 16 Batch 796/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9077, Loss: 0.0705 Epoch 16 Batch 797/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9091, Loss: 0.0685 Epoch 16 Batch 798/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9034, Loss: 0.0680 Epoch 16 Batch 799/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.9059, Loss: 0.0845 Epoch 16 Batch 800/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9052, Loss: 0.0685 Epoch 16 Batch 801/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9020, Loss: 0.0664 Epoch 16 Batch 802/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9027, Loss: 0.0864 Epoch 16 Batch 803/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0749 Epoch 16 Batch 804/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8988, Loss: 0.0657 Epoch 16 Batch 805/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8956, Loss: 0.0803 Epoch 16 Batch 806/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9016, Loss: 0.0648 Epoch 16 Batch 807/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8963, Loss: 0.0585 Epoch 16 Batch 808/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8949, Loss: 0.0911 Epoch 16 Batch 809/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8995, Loss: 0.0971 Epoch 16 Batch 810/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8999, Loss: 0.0653 Epoch 16 Batch 811/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8952, Loss: 0.0721 Epoch 16 Batch 812/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8917, Loss: 0.0781 Epoch 16 Batch 813/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8899, Loss: 0.0722 Epoch 16 Batch 814/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8970, Loss: 0.0835 Epoch 16 Batch 815/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9013, Loss: 0.0677 Epoch 16 Batch 816/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9002, Loss: 0.0720 Epoch 16 Batch 817/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9080, Loss: 0.0728 Epoch 16 Batch 818/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9084, Loss: 0.0707 Epoch 16 Batch 819/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8984, Loss: 0.0683 Epoch 16 Batch 820/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9013, Loss: 0.0713 Epoch 16 Batch 821/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9016, Loss: 0.0728 Epoch 16 Batch 822/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9013, Loss: 0.0652 Epoch 16 Batch 823/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9027, Loss: 0.0674 Epoch 16 Batch 824/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9023, Loss: 0.0830 Epoch 16 Batch 825/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8963, Loss: 0.0645 Epoch 16 Batch 826/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.9013, Loss: 0.0672 Epoch 16 Batch 827/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8952, Loss: 0.0695 Epoch 16 Batch 828/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8952, Loss: 0.0613 Epoch 16 Batch 829/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8952, Loss: 0.0899 Epoch 16 Batch 830/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8974, Loss: 0.0756 Epoch 16 Batch 831/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.9027, Loss: 0.0719 Epoch 16 Batch 832/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8977, Loss: 0.0628 Epoch 16 Batch 833/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8984, Loss: 0.0751 Epoch 16 Batch 834/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8970, Loss: 0.0743 Epoch 16 Batch 835/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9016, Loss: 0.0774 Epoch 16 Batch 836/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9013, Loss: 0.0739 Epoch 16 Batch 837/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9013, Loss: 0.0788 Epoch 16 Batch 838/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9013, Loss: 0.0699 Epoch 16 Batch 839/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9009, Loss: 0.0660 Epoch 16 Batch 840/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8995, Loss: 0.0688 Epoch 16 Batch 841/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8995, Loss: 0.0832 Epoch 16 Batch 842/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.8952, Loss: 0.0633 Epoch 16 Batch 843/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8952, Loss: 0.0621 Epoch 16 Batch 844/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8977, Loss: 0.0656 Epoch 16 Batch 845/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8935, Loss: 0.0707 Epoch 16 Batch 846/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8960, Loss: 0.0841 Epoch 16 Batch 847/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8981, Loss: 0.0828 Epoch 16 Batch 848/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8963, Loss: 0.0614 Epoch 16 Batch 849/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8991, Loss: 0.0566 Epoch 16 Batch 850/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.9041, Loss: 0.0946 Epoch 16 Batch 851/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8970, Loss: 0.0758 Epoch 16 Batch 852/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.9023, Loss: 0.0860 Epoch 16 Batch 853/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9091, Loss: 0.0704 Epoch 16 Batch 854/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8977, Loss: 0.0769 Epoch 16 Batch 855/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8984, Loss: 0.0765 Epoch 16 Batch 856/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8821, Loss: 0.0711 Epoch 16 Batch 857/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8871, Loss: 0.0711 Epoch 16 Batch 858/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8917, Loss: 0.0660 Epoch 16 Batch 859/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8995, Loss: 0.0702 Epoch 16 Batch 860/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8942, Loss: 0.0746 Epoch 16 Batch 861/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8928, Loss: 0.0666 Epoch 16 Batch 862/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8896, Loss: 0.0723 Epoch 16 Batch 863/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8878, Loss: 0.0602 Epoch 16 Batch 864/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8881, Loss: 0.0707 Epoch 16 Batch 865/1077 - Train Accuracy: 0.9265, Validation Accuracy: 0.8896, Loss: 0.0709 Epoch 16 Batch 866/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8892, Loss: 0.0737 Epoch 16 Batch 867/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8935, Loss: 0.1218 Epoch 16 Batch 868/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9116, Loss: 0.0732 Epoch 16 Batch 869/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8949, Loss: 0.0705 Epoch 16 Batch 870/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8988, Loss: 0.0800 Epoch 16 Batch 871/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9034, Loss: 0.0653 Epoch 16 Batch 872/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9016, Loss: 0.0651 Epoch 16 Batch 873/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9116, Loss: 0.0712 Epoch 16 Batch 874/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9091, Loss: 0.0720 Epoch 16 Batch 875/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9070, Loss: 0.0735 Epoch 16 Batch 876/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9038, Loss: 0.0637 Epoch 16 Batch 877/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8999, Loss: 0.0651 Epoch 16 Batch 878/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9041, Loss: 0.0752 Epoch 16 Batch 879/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9016, Loss: 0.0561 Epoch 16 Batch 880/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8949, Loss: 0.0816 Epoch 16 Batch 881/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9016, Loss: 0.0674 Epoch 16 Batch 882/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9020, Loss: 0.0848 Epoch 16 Batch 883/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8963, Loss: 0.0994 Epoch 16 Batch 884/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8974, Loss: 0.0661 Epoch 16 Batch 885/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9016, Loss: 0.0582 Epoch 16 Batch 886/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8999, Loss: 0.0680 Epoch 16 Batch 887/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8988, Loss: 0.0832 Epoch 16 Batch 888/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9045, Loss: 0.0833 Epoch 16 Batch 889/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8906, Loss: 0.0719 Epoch 16 Batch 890/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8903, Loss: 0.0770 Epoch 16 Batch 891/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.8892, Loss: 0.0716 Epoch 16 Batch 892/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8924, Loss: 0.0584 Epoch 16 Batch 893/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8896, Loss: 0.0805 Epoch 16 Batch 894/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8935, Loss: 0.0658 Epoch 16 Batch 895/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8910, Loss: 0.0720 Epoch 16 Batch 896/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8903, Loss: 0.0870 Epoch 16 Batch 897/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8931, Loss: 0.0667 Epoch 16 Batch 898/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8920, Loss: 0.0614 Epoch 16 Batch 899/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8910, Loss: 0.0723 Epoch 16 Batch 900/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8984, Loss: 0.0849 Epoch 16 Batch 901/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8974, Loss: 0.0873 Epoch 16 Batch 902/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8999, Loss: 0.0791 Epoch 16 Batch 903/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8949, Loss: 0.0676 Epoch 16 Batch 904/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9123, Loss: 0.0637 Epoch 16 Batch 905/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9062, Loss: 0.0625 Epoch 16 Batch 906/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9045, Loss: 0.0632 Epoch 16 Batch 907/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9151, Loss: 0.0774 Epoch 16 Batch 908/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9109, Loss: 0.0806 Epoch 16 Batch 909/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9091, Loss: 0.0789 Epoch 16 Batch 910/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9151, Loss: 0.0752 Epoch 16 Batch 911/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9123, Loss: 0.0884 Epoch 16 Batch 912/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9126, Loss: 0.0671 Epoch 16 Batch 913/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9123, Loss: 0.0873 Epoch 16 Batch 914/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9148, Loss: 0.1042 Epoch 16 Batch 915/1077 - Train Accuracy: 0.8877, Validation Accuracy: 0.9002, Loss: 0.0658 Epoch 16 Batch 916/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9105, Loss: 0.0786 Epoch 16 Batch 917/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9112, Loss: 0.0664 Epoch 16 Batch 918/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9105, Loss: 0.0703 Epoch 16 Batch 919/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9112, Loss: 0.0625 Epoch 16 Batch 920/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9080, Loss: 0.0692 Epoch 16 Batch 921/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9052, Loss: 0.0802 Epoch 16 Batch 922/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8991, Loss: 0.0742 Epoch 16 Batch 923/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9002, Loss: 0.0659 Epoch 16 Batch 924/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9027, Loss: 0.0802 Epoch 16 Batch 925/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9038, Loss: 0.0603 Epoch 16 Batch 926/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9041, Loss: 0.0747 Epoch 16 Batch 927/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9052, Loss: 0.0793 Epoch 16 Batch 928/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8952, Loss: 0.0676 Epoch 16 Batch 929/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8949, Loss: 0.0700 Epoch 16 Batch 930/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8853, Loss: 0.0584 Epoch 16 Batch 931/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8810, Loss: 0.0705 Epoch 16 Batch 932/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8878, Loss: 0.0693 Epoch 16 Batch 933/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8839, Loss: 0.0632 Epoch 16 Batch 934/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8871, Loss: 0.0624 Epoch 16 Batch 935/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8867, Loss: 0.0664 Epoch 16 Batch 936/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8860, Loss: 0.0757 Epoch 16 Batch 937/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.8778, Loss: 0.0831 Epoch 16 Batch 938/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8743, Loss: 0.0747 Epoch 16 Batch 939/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8839, Loss: 0.0794 Epoch 16 Batch 940/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8849, Loss: 0.0638 Epoch 16 Batch 941/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8857, Loss: 0.0577 Epoch 16 Batch 942/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8839, Loss: 0.0788 Epoch 16 Batch 943/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8888, Loss: 0.0697 Epoch 16 Batch 944/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8899, Loss: 0.0625 Epoch 16 Batch 945/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.8849, Loss: 0.0560 Epoch 16 Batch 946/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.8881, Loss: 0.0616 Epoch 16 Batch 947/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8888, Loss: 0.0834 Epoch 16 Batch 948/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8938, Loss: 0.0717 Epoch 16 Batch 949/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8938, Loss: 0.0600 Epoch 16 Batch 950/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8935, Loss: 0.0646 Epoch 16 Batch 951/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8952, Loss: 0.0772 Epoch 16 Batch 952/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9020, Loss: 0.0603 Epoch 16 Batch 953/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8967, Loss: 0.0565 Epoch 16 Batch 954/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8945, Loss: 0.0774 Epoch 16 Batch 955/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8995, Loss: 0.0728 Epoch 16 Batch 956/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8896, Loss: 0.0719 Epoch 16 Batch 957/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.8910, Loss: 0.0558 Epoch 16 Batch 958/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8899, Loss: 0.0716 Epoch 16 Batch 959/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8910, Loss: 0.0767 Epoch 16 Batch 960/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8906, Loss: 0.0655 Epoch 16 Batch 961/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8789, Loss: 0.0615 Epoch 16 Batch 962/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8888, Loss: 0.0699 Epoch 16 Batch 963/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8981, Loss: 0.0854 Epoch 16 Batch 964/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9080, Loss: 0.0639 Epoch 16 Batch 965/1077 - Train Accuracy: 0.8919, Validation Accuracy: 0.9098, Loss: 0.0813 Epoch 16 Batch 966/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9123, Loss: 0.0541 Epoch 16 Batch 967/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9119, Loss: 0.0742 Epoch 16 Batch 968/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9169, Loss: 0.0887 Epoch 16 Batch 969/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.9119, Loss: 0.0846 Epoch 16 Batch 970/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9045, Loss: 0.0698 Epoch 16 Batch 971/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9031, Loss: 0.0749 Epoch 16 Batch 972/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9084, Loss: 0.0750 Epoch 16 Batch 973/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9013, Loss: 0.0579 Epoch 16 Batch 974/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9009, Loss: 0.0600 Epoch 16 Batch 975/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8984, Loss: 0.0639 Epoch 16 Batch 976/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9009, Loss: 0.0636 Epoch 16 Batch 977/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9020, Loss: 0.0592 Epoch 16 Batch 978/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9031, Loss: 0.0748 Epoch 16 Batch 979/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8952, Loss: 0.0678 Epoch 16 Batch 980/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8917, Loss: 0.0820 Epoch 16 Batch 981/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8952, Loss: 0.0689 Epoch 16 Batch 982/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8917, Loss: 0.0767 Epoch 16 Batch 983/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8885, Loss: 0.0747 Epoch 16 Batch 984/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8928, Loss: 0.0741 Epoch 16 Batch 985/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8942, Loss: 0.0646 Epoch 16 Batch 986/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8949, Loss: 0.0647 Epoch 16 Batch 987/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8846, Loss: 0.0648 Epoch 16 Batch 988/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8881, Loss: 0.0761 Epoch 16 Batch 989/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8924, Loss: 0.0825 Epoch 16 Batch 990/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8924, Loss: 0.0783 Epoch 16 Batch 991/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8917, Loss: 0.0702 Epoch 16 Batch 992/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8970, Loss: 0.0747 Epoch 16 Batch 993/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9034, Loss: 0.0489 Epoch 16 Batch 994/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9084, Loss: 0.0647 Epoch 16 Batch 995/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9080, Loss: 0.0657 Epoch 16 Batch 996/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9034, Loss: 0.0701 Epoch 16 Batch 997/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.8991, Loss: 0.0733 Epoch 16 Batch 998/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8931, Loss: 0.0645 Epoch 16 Batch 999/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8963, Loss: 0.0755 Epoch 16 Batch 1000/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8938, Loss: 0.0653 Epoch 16 Batch 1001/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.8917, Loss: 0.0566 Epoch 16 Batch 1002/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8974, Loss: 0.0593 Epoch 16 Batch 1003/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8977, Loss: 0.0694 Epoch 16 Batch 1004/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8931, Loss: 0.0728 Epoch 16 Batch 1005/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8952, Loss: 0.0667 Epoch 16 Batch 1006/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8988, Loss: 0.0617 Epoch 16 Batch 1007/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8995, Loss: 0.0621 Epoch 16 Batch 1008/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9059, Loss: 0.0722 Epoch 16 Batch 1009/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9077, Loss: 0.0523 Epoch 16 Batch 1010/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9094, Loss: 0.0693 Epoch 16 Batch 1011/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9102, Loss: 0.0657 Epoch 16 Batch 1012/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9031, Loss: 0.0547 Epoch 16 Batch 1013/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.8981, Loss: 0.0577 Epoch 16 Batch 1014/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8977, Loss: 0.0655 Epoch 16 Batch 1015/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8999, Loss: 0.0833 Epoch 16 Batch 1016/1077 - Train Accuracy: 0.8735, Validation Accuracy: 0.9002, Loss: 0.0746 Epoch 16 Batch 1017/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9023, Loss: 0.0651 Epoch 16 Batch 1018/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8999, Loss: 0.0712 Epoch 16 Batch 1019/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.8999, Loss: 0.0840 Epoch 16 Batch 1020/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9077, Loss: 0.0638 Epoch 16 Batch 1021/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9109, Loss: 0.0727 Epoch 16 Batch 1022/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9066, Loss: 0.0607 Epoch 16 Batch 1023/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9006, Loss: 0.0668 Epoch 16 Batch 1024/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8991, Loss: 0.0706 Epoch 16 Batch 1025/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.9006, Loss: 0.0634 Epoch 16 Batch 1026/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9020, Loss: 0.0742 Epoch 16 Batch 1027/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8967, Loss: 0.0717 Epoch 16 Batch 1028/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9038, Loss: 0.0667 Epoch 16 Batch 1029/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9134, Loss: 0.0585 Epoch 16 Batch 1030/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9141, Loss: 0.0715 Epoch 16 Batch 1031/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9116, Loss: 0.0832 Epoch 16 Batch 1032/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9116, Loss: 0.0786 Epoch 16 Batch 1033/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9087, Loss: 0.0746 Epoch 16 Batch 1034/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9151, Loss: 0.0735 Epoch 16 Batch 1035/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9151, Loss: 0.0533 Epoch 16 Batch 1036/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9148, Loss: 0.0928 Epoch 16 Batch 1037/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9052, Loss: 0.0692 Epoch 16 Batch 1038/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9055, Loss: 0.0779 Epoch 16 Batch 1039/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9023, Loss: 0.0667 Epoch 16 Batch 1040/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.8970, Loss: 0.0669 Epoch 16 Batch 1041/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8928, Loss: 0.0723 Epoch 16 Batch 1042/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8949, Loss: 0.0675 Epoch 16 Batch 1043/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8899, Loss: 0.0959 Epoch 16 Batch 1044/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8917, Loss: 0.0777 Epoch 16 Batch 1045/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8888, Loss: 0.0707 Epoch 16 Batch 1046/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8942, Loss: 0.0627 Epoch 16 Batch 1047/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8917, Loss: 0.0621 Epoch 16 Batch 1048/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9009, Loss: 0.0694 Epoch 16 Batch 1049/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.9066, Loss: 0.0732 Epoch 16 Batch 1050/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8999, Loss: 0.0602 Epoch 16 Batch 1051/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8970, Loss: 0.0767 Epoch 16 Batch 1052/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9031, Loss: 0.0712 Epoch 16 Batch 1053/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9151, Loss: 0.0754 Epoch 16 Batch 1054/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9080, Loss: 0.0628 Epoch 16 Batch 1055/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9055, Loss: 0.0821 Epoch 16 Batch 1056/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8991, Loss: 0.0686 Epoch 16 Batch 1057/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9013, Loss: 0.0768 Epoch 16 Batch 1058/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.9041, Loss: 0.0768 Epoch 16 Batch 1059/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8963, Loss: 0.0871 Epoch 16 Batch 1060/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8995, Loss: 0.0617 Epoch 16 Batch 1061/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8949, Loss: 0.0876 Epoch 16 Batch 1062/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8871, Loss: 0.0829 Epoch 16 Batch 1063/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8825, Loss: 0.0694 Epoch 16 Batch 1064/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8874, Loss: 0.0707 Epoch 16 Batch 1065/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8871, Loss: 0.0723 Epoch 16 Batch 1066/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8942, Loss: 0.0619 Epoch 16 Batch 1067/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8999, Loss: 0.0750 Epoch 16 Batch 1068/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8999, Loss: 0.0601 Epoch 16 Batch 1069/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9038, Loss: 0.0639 Epoch 16 Batch 1070/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9084, Loss: 0.0670 Epoch 16 Batch 1071/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9031, Loss: 0.0640 Epoch 16 Batch 1072/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.9109, Loss: 0.0701 Epoch 16 Batch 1073/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9158, Loss: 0.0823 Epoch 16 Batch 1074/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9151, Loss: 0.0883 Epoch 16 Batch 1075/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.9027, Loss: 0.0774 Epoch 17 Batch 1/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9031, Loss: 0.0571 Epoch 17 Batch 2/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9098, Loss: 0.0691 Epoch 17 Batch 3/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9048, Loss: 0.0746 Epoch 17 Batch 4/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9112, Loss: 0.0629 Epoch 17 Batch 5/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9109, Loss: 0.0837 Epoch 17 Batch 6/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8984, Loss: 0.0657 Epoch 17 Batch 7/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.8977, Loss: 0.0598 Epoch 17 Batch 8/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.8956, Loss: 0.0597 Epoch 17 Batch 9/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9009, Loss: 0.0706 Epoch 17 Batch 10/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9023, Loss: 0.0710 Epoch 17 Batch 11/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8960, Loss: 0.0732 Epoch 17 Batch 12/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9002, Loss: 0.0733 Epoch 17 Batch 13/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8991, Loss: 0.0888 Epoch 17 Batch 14/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8963, Loss: 0.0542 Epoch 17 Batch 15/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8984, Loss: 0.0687 Epoch 17 Batch 16/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8967, Loss: 0.0692 Epoch 17 Batch 17/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9020, Loss: 0.0647 Epoch 17 Batch 18/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9073, Loss: 0.0658 Epoch 17 Batch 19/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9119, Loss: 0.0607 Epoch 17 Batch 20/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9080, Loss: 0.0606 Epoch 17 Batch 21/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9084, Loss: 0.0733 Epoch 17 Batch 22/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8995, Loss: 0.0737 Epoch 17 Batch 23/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9045, Loss: 0.0642 Epoch 17 Batch 24/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8995, Loss: 0.0632 Epoch 17 Batch 25/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8995, Loss: 0.0651 Epoch 17 Batch 26/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8938, Loss: 0.0770 Epoch 17 Batch 27/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8999, Loss: 0.0570 Epoch 17 Batch 28/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9020, Loss: 0.0642 Epoch 17 Batch 29/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9055, Loss: 0.0702 Epoch 17 Batch 30/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9002, Loss: 0.0601 Epoch 17 Batch 31/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9009, Loss: 0.0631 Epoch 17 Batch 32/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8977, Loss: 0.0605 Epoch 17 Batch 33/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8920, Loss: 0.0680 Epoch 17 Batch 34/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8892, Loss: 0.0734 Epoch 17 Batch 35/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8963, Loss: 0.0686 Epoch 17 Batch 36/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8999, Loss: 0.0731 Epoch 17 Batch 37/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8949, Loss: 0.0640 Epoch 17 Batch 38/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8984, Loss: 0.0805 Epoch 17 Batch 39/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8974, Loss: 0.0836 Epoch 17 Batch 40/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8910, Loss: 0.0596 Epoch 17 Batch 41/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8910, Loss: 0.0611 Epoch 17 Batch 42/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8967, Loss: 0.0794 Epoch 17 Batch 43/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.8970, Loss: 0.0533 Epoch 17 Batch 44/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.8949, Loss: 0.0565 Epoch 17 Batch 45/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9048, Loss: 0.0686 Epoch 17 Batch 46/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.9002, Loss: 0.0794 Epoch 17 Batch 47/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8995, Loss: 0.0661 Epoch 17 Batch 48/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8885, Loss: 0.0839 Epoch 17 Batch 49/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8935, Loss: 0.0774 Epoch 17 Batch 50/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8988, Loss: 0.0636 Epoch 17 Batch 51/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8988, Loss: 0.0695 Epoch 17 Batch 52/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9052, Loss: 0.0816 Epoch 17 Batch 53/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9048, Loss: 0.0657 Epoch 17 Batch 54/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9062, Loss: 0.0969 Epoch 17 Batch 55/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9055, Loss: 0.0623 Epoch 17 Batch 56/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9034, Loss: 0.0544 Epoch 17 Batch 57/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9087, Loss: 0.0713 Epoch 17 Batch 58/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9045, Loss: 0.0593 Epoch 17 Batch 59/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.9041, Loss: 0.0701 Epoch 17 Batch 60/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9038, Loss: 0.0581 Epoch 17 Batch 61/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9052, Loss: 0.0768 Epoch 17 Batch 62/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.9062, Loss: 0.0753 Epoch 17 Batch 63/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9087, Loss: 0.0582 Epoch 17 Batch 64/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9130, Loss: 0.0598 Epoch 17 Batch 65/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9084, Loss: 0.0685 Epoch 17 Batch 66/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.9016, Loss: 0.0506 Epoch 17 Batch 67/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8938, Loss: 0.0646 Epoch 17 Batch 68/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8935, Loss: 0.0761 Epoch 17 Batch 69/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8981, Loss: 0.0813 Epoch 17 Batch 70/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8981, Loss: 0.0796 Epoch 17 Batch 71/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8981, Loss: 0.0514 Epoch 17 Batch 72/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8949, Loss: 0.0675 Epoch 17 Batch 73/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9031, Loss: 0.0729 Epoch 17 Batch 74/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9077, Loss: 0.0601 Epoch 17 Batch 75/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9162, Loss: 0.0898 Epoch 17 Batch 76/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9066, Loss: 0.0531 Epoch 17 Batch 77/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9194, Loss: 0.0642 Epoch 17 Batch 78/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.9151, Loss: 0.0721 Epoch 17 Batch 79/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9134, Loss: 0.0634 Epoch 17 Batch 80/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9091, Loss: 0.0668 Epoch 17 Batch 81/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9105, Loss: 0.0571 Epoch 17 Batch 82/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9134, Loss: 0.0639 Epoch 17 Batch 83/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9155, Loss: 0.0664 Epoch 17 Batch 84/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9098, Loss: 0.0610 Epoch 17 Batch 85/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9084, Loss: 0.0637 Epoch 17 Batch 86/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9062, Loss: 0.0626 Epoch 17 Batch 87/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9109, Loss: 0.0818 Epoch 17 Batch 88/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9091, Loss: 0.0762 Epoch 17 Batch 89/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8938, Loss: 0.0765 Epoch 17 Batch 90/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8945, Loss: 0.0676 Epoch 17 Batch 91/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8956, Loss: 0.0588 Epoch 17 Batch 92/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8935, Loss: 0.0740 Epoch 17 Batch 93/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8917, Loss: 0.0679 Epoch 17 Batch 94/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8896, Loss: 0.0528 Epoch 17 Batch 95/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8945, Loss: 0.0715 Epoch 17 Batch 96/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8995, Loss: 0.0789 Epoch 17 Batch 97/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8949, Loss: 0.0664 Epoch 17 Batch 98/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8938, Loss: 0.0740 Epoch 17 Batch 99/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8903, Loss: 0.0604 Epoch 17 Batch 100/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8910, Loss: 0.0663 Epoch 17 Batch 101/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8878, Loss: 0.0627 Epoch 17 Batch 102/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.8849, Loss: 0.0605 Epoch 17 Batch 103/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8903, Loss: 0.0800 Epoch 17 Batch 104/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8999, Loss: 0.0676 Epoch 17 Batch 105/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9006, Loss: 0.0642 Epoch 17 Batch 106/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.8970, Loss: 0.0786 Epoch 17 Batch 107/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.9031, Loss: 0.0675 Epoch 17 Batch 108/1077 - Train Accuracy: 0.9261, Validation Accuracy: 0.9031, Loss: 0.0666 Epoch 17 Batch 109/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9045, Loss: 0.0689 Epoch 17 Batch 110/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9013, Loss: 0.0571 Epoch 17 Batch 111/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8970, Loss: 0.0611 Epoch 17 Batch 112/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8920, Loss: 0.0616 Epoch 17 Batch 113/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8977, Loss: 0.0752 Epoch 17 Batch 114/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9006, Loss: 0.0556 Epoch 17 Batch 115/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9013, Loss: 0.0836 Epoch 17 Batch 116/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8960, Loss: 0.0859 Epoch 17 Batch 117/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9041, Loss: 0.0658 Epoch 17 Batch 118/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.9165, Loss: 0.0747 Epoch 17 Batch 119/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9048, Loss: 0.0648 Epoch 17 Batch 120/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9055, Loss: 0.0784 Epoch 17 Batch 121/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9062, Loss: 0.0711 Epoch 17 Batch 122/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8970, Loss: 0.0615 Epoch 17 Batch 123/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9009, Loss: 0.0553 Epoch 17 Batch 124/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8999, Loss: 0.0734 Epoch 17 Batch 125/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9038, Loss: 0.0717 Epoch 17 Batch 126/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9052, Loss: 0.0581 Epoch 17 Batch 127/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9031, Loss: 0.0622 Epoch 17 Batch 128/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.8977, Loss: 0.0650 Epoch 17 Batch 129/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8970, Loss: 0.0729 Epoch 17 Batch 130/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8977, Loss: 0.0656 Epoch 17 Batch 131/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8960, Loss: 0.0756 Epoch 17 Batch 132/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8906, Loss: 0.0639 Epoch 17 Batch 133/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.8935, Loss: 0.0615 Epoch 17 Batch 134/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.8910, Loss: 0.0617 Epoch 17 Batch 135/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.8910, Loss: 0.0647 Epoch 17 Batch 136/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8935, Loss: 0.0578 Epoch 17 Batch 137/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9038, Loss: 0.0560 Epoch 17 Batch 138/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9052, Loss: 0.0629 Epoch 17 Batch 139/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8952, Loss: 0.0702 Epoch 17 Batch 140/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8931, Loss: 0.0674 Epoch 17 Batch 141/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8963, Loss: 0.0659 Epoch 17 Batch 142/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8960, Loss: 0.0642 Epoch 17 Batch 143/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8960, Loss: 0.0744 Epoch 17 Batch 144/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8906, Loss: 0.0867 Epoch 17 Batch 145/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8960, Loss: 0.0645 Epoch 17 Batch 146/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.8967, Loss: 0.0969 Epoch 17 Batch 147/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8967, Loss: 0.0642 Epoch 17 Batch 148/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8963, Loss: 0.0754 Epoch 17 Batch 149/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8963, Loss: 0.0635 Epoch 17 Batch 150/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.8917, Loss: 0.0702 Epoch 17 Batch 151/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8917, Loss: 0.0641 Epoch 17 Batch 152/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8839, Loss: 0.0835 Epoch 17 Batch 153/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8810, Loss: 0.0784 Epoch 17 Batch 154/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8842, Loss: 0.0761 Epoch 17 Batch 155/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9002, Loss: 0.0718 Epoch 17 Batch 156/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8928, Loss: 0.0612 Epoch 17 Batch 157/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8920, Loss: 0.0667 Epoch 17 Batch 158/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8885, Loss: 0.0800 Epoch 17 Batch 159/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9094, Loss: 0.0700 Epoch 17 Batch 160/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9087, Loss: 0.0588 Epoch 17 Batch 161/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9162, Loss: 0.0566 Epoch 17 Batch 162/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9180, Loss: 0.0857 Epoch 17 Batch 163/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9091, Loss: 0.0820 Epoch 17 Batch 164/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9091, Loss: 0.0676 Epoch 17 Batch 165/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9038, Loss: 0.0796 Epoch 17 Batch 166/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9052, Loss: 0.0759 Epoch 17 Batch 167/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9034, Loss: 0.0641 Epoch 17 Batch 168/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8988, Loss: 0.0811 Epoch 17 Batch 169/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8949, Loss: 0.0773 Epoch 17 Batch 170/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8956, Loss: 0.0709 Epoch 17 Batch 171/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.8974, Loss: 0.0649 Epoch 17 Batch 172/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9119, Loss: 0.0609 Epoch 17 Batch 173/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9119, Loss: 0.0675 Epoch 17 Batch 174/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9066, Loss: 0.0664 Epoch 17 Batch 175/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9109, Loss: 0.0710 Epoch 17 Batch 176/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9123, Loss: 0.0674 Epoch 17 Batch 177/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9055, Loss: 0.0807 Epoch 17 Batch 178/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.9052, Loss: 0.0686 Epoch 17 Batch 179/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9052, Loss: 0.0694 Epoch 17 Batch 180/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8956, Loss: 0.0585 Epoch 17 Batch 181/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8952, Loss: 0.0733 Epoch 17 Batch 182/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8991, Loss: 0.0804 Epoch 17 Batch 183/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9073, Loss: 0.0696 Epoch 17 Batch 184/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9055, Loss: 0.0601 Epoch 17 Batch 185/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9038, Loss: 0.0650 Epoch 17 Batch 186/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.9041, Loss: 0.0699 Epoch 17 Batch 187/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9031, Loss: 0.0545 Epoch 17 Batch 188/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9031, Loss: 0.0681 Epoch 17 Batch 189/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9031, Loss: 0.0637 Epoch 17 Batch 190/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8984, Loss: 0.0633 Epoch 17 Batch 191/1077 - Train Accuracy: 0.8991, Validation Accuracy: 0.8910, Loss: 0.0562 Epoch 17 Batch 192/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8963, Loss: 0.0842 Epoch 17 Batch 193/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8913, Loss: 0.0628 Epoch 17 Batch 194/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.8924, Loss: 0.0566 Epoch 17 Batch 195/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8920, Loss: 0.0581 Epoch 17 Batch 196/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8999, Loss: 0.0598 Epoch 17 Batch 197/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8988, Loss: 0.0671 Epoch 17 Batch 198/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8960, Loss: 0.0654 Epoch 17 Batch 199/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9038, Loss: 0.0562 Epoch 17 Batch 200/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8963, Loss: 0.0639 Epoch 17 Batch 201/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9080, Loss: 0.0596 Epoch 17 Batch 202/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9105, Loss: 0.0674 Epoch 17 Batch 203/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9162, Loss: 0.0726 Epoch 17 Batch 204/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.9070, Loss: 0.0913 Epoch 17 Batch 205/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9080, Loss: 0.0793 Epoch 17 Batch 206/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9116, Loss: 0.0632 Epoch 17 Batch 207/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9073, Loss: 0.0630 Epoch 17 Batch 208/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9052, Loss: 0.0664 Epoch 17 Batch 209/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9013, Loss: 0.0566 Epoch 17 Batch 210/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9031, Loss: 0.0740 Epoch 17 Batch 211/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9144, Loss: 0.0627 Epoch 17 Batch 212/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9112, Loss: 0.0660 Epoch 17 Batch 213/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9062, Loss: 0.0595 Epoch 17 Batch 214/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8960, Loss: 0.0662 Epoch 17 Batch 215/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8960, Loss: 0.0752 Epoch 17 Batch 216/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8945, Loss: 0.0747 Epoch 17 Batch 217/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8945, Loss: 0.0593 Epoch 17 Batch 218/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8935, Loss: 0.0784 Epoch 17 Batch 219/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8995, Loss: 0.0563 Epoch 17 Batch 220/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8963, Loss: 0.0664 Epoch 17 Batch 221/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8977, Loss: 0.0709 Epoch 17 Batch 222/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8999, Loss: 0.0624 Epoch 17 Batch 223/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9059, Loss: 0.0679 Epoch 17 Batch 224/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9229, Loss: 0.0689 Epoch 17 Batch 225/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9229, Loss: 0.0799 Epoch 17 Batch 226/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9247, Loss: 0.0558 Epoch 17 Batch 227/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.9197, Loss: 0.0749 Epoch 17 Batch 228/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9080, Loss: 0.0627 Epoch 17 Batch 229/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9080, Loss: 0.0719 Epoch 17 Batch 230/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8995, Loss: 0.0617 Epoch 17 Batch 231/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9073, Loss: 0.0805 Epoch 17 Batch 232/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9116, Loss: 0.0578 Epoch 17 Batch 233/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9066, Loss: 0.0729 Epoch 17 Batch 234/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.9105, Loss: 0.0768 Epoch 17 Batch 235/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.9091, Loss: 0.0685 Epoch 17 Batch 236/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9091, Loss: 0.0681 Epoch 17 Batch 237/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9137, Loss: 0.0524 Epoch 17 Batch 238/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9070, Loss: 0.0648 Epoch 17 Batch 239/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9073, Loss: 0.0513 Epoch 17 Batch 240/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9130, Loss: 0.0551 Epoch 17 Batch 241/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9123, Loss: 0.0568 Epoch 17 Batch 242/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9134, Loss: 0.0620 Epoch 17 Batch 243/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9041, Loss: 0.0719 Epoch 17 Batch 244/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9080, Loss: 0.0603 Epoch 17 Batch 245/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9059, Loss: 0.0583 Epoch 17 Batch 246/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9038, Loss: 0.0638 Epoch 17 Batch 247/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9038, Loss: 0.0658 Epoch 17 Batch 248/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9066, Loss: 0.0658 Epoch 17 Batch 249/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8999, Loss: 0.0618 Epoch 17 Batch 250/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8967, Loss: 0.0631 Epoch 17 Batch 251/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9020, Loss: 0.0732 Epoch 17 Batch 252/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9016, Loss: 0.0653 Epoch 17 Batch 253/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8945, Loss: 0.0671 Epoch 17 Batch 254/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8970, Loss: 0.0671 Epoch 17 Batch 255/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9016, Loss: 0.0606 Epoch 17 Batch 256/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8960, Loss: 0.0937 Epoch 17 Batch 257/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8988, Loss: 0.0738 Epoch 17 Batch 258/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9023, Loss: 0.0601 Epoch 17 Batch 259/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9045, Loss: 0.0588 Epoch 17 Batch 260/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9116, Loss: 0.0611 Epoch 17 Batch 261/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9126, Loss: 0.0591 Epoch 17 Batch 262/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9109, Loss: 0.0627 Epoch 17 Batch 263/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9165, Loss: 0.0563 Epoch 17 Batch 264/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9055, Loss: 0.0734 Epoch 17 Batch 265/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9059, Loss: 0.0655 Epoch 17 Batch 266/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8991, Loss: 0.0675 Epoch 17 Batch 267/1077 - Train Accuracy: 0.9251, Validation Accuracy: 0.9009, Loss: 0.0577 Epoch 17 Batch 268/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9009, Loss: 0.0679 Epoch 17 Batch 269/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8952, Loss: 0.0794 Epoch 17 Batch 270/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8899, Loss: 0.0728 Epoch 17 Batch 271/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8928, Loss: 0.0585 Epoch 17 Batch 272/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9020, Loss: 0.1000 Epoch 17 Batch 273/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8917, Loss: 0.0602 Epoch 17 Batch 274/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8920, Loss: 0.0698 Epoch 17 Batch 275/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8935, Loss: 0.0674 Epoch 17 Batch 276/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8999, Loss: 0.0916 Epoch 17 Batch 277/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9048, Loss: 0.0587 Epoch 17 Batch 278/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8999, Loss: 0.0781 Epoch 17 Batch 279/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9016, Loss: 0.0783 Epoch 17 Batch 280/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8970, Loss: 0.0671 Epoch 17 Batch 281/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8995, Loss: 0.0716 Epoch 17 Batch 282/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.9020, Loss: 0.0865 Epoch 17 Batch 283/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9052, Loss: 0.0688 Epoch 17 Batch 284/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8952, Loss: 0.0722 Epoch 17 Batch 285/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8963, Loss: 0.0705 Epoch 17 Batch 286/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9016, Loss: 0.0690 Epoch 17 Batch 287/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9059, Loss: 0.0662 Epoch 17 Batch 288/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8981, Loss: 0.0763 Epoch 17 Batch 289/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.8960, Loss: 0.0623 Epoch 17 Batch 290/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8995, Loss: 0.0860 Epoch 17 Batch 291/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8977, Loss: 0.0860 Epoch 17 Batch 292/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8981, Loss: 0.0715 Epoch 17 Batch 293/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9031, Loss: 0.0698 Epoch 17 Batch 294/1077 - Train Accuracy: 0.9290, Validation Accuracy: 0.9034, Loss: 0.0677 Epoch 17 Batch 295/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8999, Loss: 0.0771 Epoch 17 Batch 296/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9006, Loss: 0.0666 Epoch 17 Batch 297/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9020, Loss: 0.0691 Epoch 17 Batch 298/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9027, Loss: 0.0790 Epoch 17 Batch 299/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9052, Loss: 0.0676 Epoch 17 Batch 300/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9052, Loss: 0.0598 Epoch 17 Batch 301/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8960, Loss: 0.0615 Epoch 17 Batch 302/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8956, Loss: 0.0612 Epoch 17 Batch 303/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8938, Loss: 0.0702 Epoch 17 Batch 304/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8938, Loss: 0.0676 Epoch 17 Batch 305/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8938, Loss: 0.0651 Epoch 17 Batch 306/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8963, Loss: 0.0734 Epoch 17 Batch 307/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9016, Loss: 0.0654 Epoch 17 Batch 308/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8956, Loss: 0.0731 Epoch 17 Batch 309/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9006, Loss: 0.0540 Epoch 17 Batch 310/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8977, Loss: 0.0666 Epoch 17 Batch 311/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8967, Loss: 0.0571 Epoch 17 Batch 312/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8977, Loss: 0.0814 Epoch 17 Batch 313/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8952, Loss: 0.0546 Epoch 17 Batch 314/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8999, Loss: 0.0702 Epoch 17 Batch 315/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9070, Loss: 0.0602 Epoch 17 Batch 316/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9077, Loss: 0.0698 Epoch 17 Batch 317/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9052, Loss: 0.0757 Epoch 17 Batch 318/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9041, Loss: 0.0628 Epoch 17 Batch 319/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9094, Loss: 0.0777 Epoch 17 Batch 320/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9094, Loss: 0.0778 Epoch 17 Batch 321/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9148, Loss: 0.0624 Epoch 17 Batch 322/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9023, Loss: 0.0611 Epoch 17 Batch 323/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9006, Loss: 0.0678 Epoch 17 Batch 324/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8974, Loss: 0.0645 Epoch 17 Batch 325/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8928, Loss: 0.0731 Epoch 17 Batch 326/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8846, Loss: 0.0605 Epoch 17 Batch 327/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8871, Loss: 0.0891 Epoch 17 Batch 328/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8970, Loss: 0.0783 Epoch 17 Batch 329/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8945, Loss: 0.0727 Epoch 17 Batch 330/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8999, Loss: 0.0721 Epoch 17 Batch 331/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.8981, Loss: 0.0685 Epoch 17 Batch 332/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9055, Loss: 0.0491 Epoch 17 Batch 333/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9126, Loss: 0.0574 Epoch 17 Batch 334/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9055, Loss: 0.0647 Epoch 17 Batch 335/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9102, Loss: 0.0655 Epoch 17 Batch 336/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9112, Loss: 0.1013 Epoch 17 Batch 337/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9087, Loss: 0.0749 Epoch 17 Batch 338/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9091, Loss: 0.0892 Epoch 17 Batch 339/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9062, Loss: 0.0591 Epoch 17 Batch 340/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9073, Loss: 0.0650 Epoch 17 Batch 341/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9023, Loss: 0.0943 Epoch 17 Batch 342/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8999, Loss: 0.0622 Epoch 17 Batch 343/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8974, Loss: 0.0713 Epoch 17 Batch 344/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8977, Loss: 0.0628 Epoch 17 Batch 345/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9013, Loss: 0.0604 Epoch 17 Batch 346/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9077, Loss: 0.0695 Epoch 17 Batch 347/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9023, Loss: 0.0516 Epoch 17 Batch 348/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9027, Loss: 0.0641 Epoch 17 Batch 349/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9045, Loss: 0.0626 Epoch 17 Batch 350/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9009, Loss: 0.0742 Epoch 17 Batch 351/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9041, Loss: 0.0702 Epoch 17 Batch 352/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8999, Loss: 0.0601 Epoch 17 Batch 353/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8960, Loss: 0.0734 Epoch 17 Batch 354/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8935, Loss: 0.0810 Epoch 17 Batch 355/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8917, Loss: 0.0656 Epoch 17 Batch 356/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8960, Loss: 0.0760 Epoch 17 Batch 357/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8999, Loss: 0.0656 Epoch 17 Batch 358/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8956, Loss: 0.0730 Epoch 17 Batch 359/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8956, Loss: 0.0649 Epoch 17 Batch 360/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8970, Loss: 0.0596 Epoch 17 Batch 361/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.8999, Loss: 0.0622 Epoch 17 Batch 362/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9016, Loss: 0.0776 Epoch 17 Batch 363/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9070, Loss: 0.0736 Epoch 17 Batch 364/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9055, Loss: 0.0851 Epoch 17 Batch 365/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9059, Loss: 0.0493 Epoch 17 Batch 366/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9045, Loss: 0.0594 Epoch 17 Batch 367/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9045, Loss: 0.0587 Epoch 17 Batch 368/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9038, Loss: 0.0697 Epoch 17 Batch 369/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9038, Loss: 0.0686 Epoch 17 Batch 370/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.8920, Loss: 0.0596 Epoch 17 Batch 371/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8871, Loss: 0.0583 Epoch 17 Batch 372/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8842, Loss: 0.0593 Epoch 17 Batch 373/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.8839, Loss: 0.0517 Epoch 17 Batch 374/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8881, Loss: 0.0667 Epoch 17 Batch 375/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.8782, Loss: 0.0610 Epoch 17 Batch 376/1077 - Train Accuracy: 0.9162, Validation Accuracy: 0.8757, Loss: 0.0719 Epoch 17 Batch 377/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8746, Loss: 0.0650 Epoch 17 Batch 378/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8942, Loss: 0.0518 Epoch 17 Batch 379/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8917, Loss: 0.0750 Epoch 17 Batch 380/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8928, Loss: 0.0595 Epoch 17 Batch 381/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8913, Loss: 0.0811 Epoch 17 Batch 382/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.8956, Loss: 0.0914 Epoch 17 Batch 383/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8960, Loss: 0.0693 Epoch 17 Batch 384/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8970, Loss: 0.0561 Epoch 17 Batch 385/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8910, Loss: 0.0583 Epoch 17 Batch 386/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9016, Loss: 0.0631 Epoch 17 Batch 387/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8970, Loss: 0.0644 Epoch 17 Batch 388/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8970, Loss: 0.0806 Epoch 17 Batch 389/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9016, Loss: 0.0634 Epoch 17 Batch 390/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9055, Loss: 0.0840 Epoch 17 Batch 391/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9176, Loss: 0.0740 Epoch 17 Batch 392/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9180, Loss: 0.0752 Epoch 17 Batch 393/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9077, Loss: 0.0688 Epoch 17 Batch 394/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9077, Loss: 0.0721 Epoch 17 Batch 395/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9073, Loss: 0.0616 Epoch 17 Batch 396/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9020, Loss: 0.0755 Epoch 17 Batch 397/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9094, Loss: 0.0681 Epoch 17 Batch 398/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.9094, Loss: 0.0722 Epoch 17 Batch 399/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9141, Loss: 0.0652 Epoch 17 Batch 400/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9190, Loss: 0.0623 Epoch 17 Batch 401/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9119, Loss: 0.0602 Epoch 17 Batch 402/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9020, Loss: 0.0543 Epoch 17 Batch 403/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8999, Loss: 0.0810 Epoch 17 Batch 404/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9052, Loss: 0.0649 Epoch 17 Batch 405/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9052, Loss: 0.0739 Epoch 17 Batch 406/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9041, Loss: 0.0567 Epoch 17 Batch 407/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9006, Loss: 0.0724 Epoch 17 Batch 408/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8949, Loss: 0.0692 Epoch 17 Batch 409/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8981, Loss: 0.0764 Epoch 17 Batch 410/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8956, Loss: 0.0820 Epoch 17 Batch 411/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8924, Loss: 0.0689 Epoch 17 Batch 412/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8963, Loss: 0.0565 Epoch 17 Batch 413/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8917, Loss: 0.0595 Epoch 17 Batch 414/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8945, Loss: 0.0706 Epoch 17 Batch 415/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8892, Loss: 0.0822 Epoch 17 Batch 416/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8931, Loss: 0.0627 Epoch 17 Batch 417/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8963, Loss: 0.0872 Epoch 17 Batch 418/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9023, Loss: 0.0654 Epoch 17 Batch 419/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9077, Loss: 0.0574 Epoch 17 Batch 420/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9062, Loss: 0.0601 Epoch 17 Batch 421/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9062, Loss: 0.0843 Epoch 17 Batch 422/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9102, Loss: 0.0598 Epoch 17 Batch 423/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9091, Loss: 0.0678 Epoch 17 Batch 424/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9062, Loss: 0.0669 Epoch 17 Batch 425/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9062, Loss: 0.0598 Epoch 17 Batch 426/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9073, Loss: 0.0776 Epoch 17 Batch 427/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.9020, Loss: 0.0630 Epoch 17 Batch 428/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9002, Loss: 0.0566 Epoch 17 Batch 429/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.8960, Loss: 0.0597 Epoch 17 Batch 430/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9006, Loss: 0.0652 Epoch 17 Batch 431/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9020, Loss: 0.0630 Epoch 17 Batch 432/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8960, Loss: 0.0718 Epoch 17 Batch 433/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8942, Loss: 0.0648 Epoch 17 Batch 434/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8931, Loss: 0.0691 Epoch 17 Batch 435/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.8935, Loss: 0.0716 Epoch 17 Batch 436/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8935, Loss: 0.0692 Epoch 17 Batch 437/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9016, Loss: 0.0560 Epoch 17 Batch 438/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9013, Loss: 0.0662 Epoch 17 Batch 439/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8956, Loss: 0.0736 Epoch 17 Batch 440/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8935, Loss: 0.0820 Epoch 17 Batch 441/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8938, Loss: 0.0708 Epoch 17 Batch 442/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8956, Loss: 0.0655 Epoch 17 Batch 443/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8991, Loss: 0.0611 Epoch 17 Batch 444/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9048, Loss: 0.0668 Epoch 17 Batch 445/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.9031, Loss: 0.0739 Epoch 17 Batch 446/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9020, Loss: 0.0564 Epoch 17 Batch 447/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9038, Loss: 0.0689 Epoch 17 Batch 448/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9080, Loss: 0.0786 Epoch 17 Batch 449/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9087, Loss: 0.0776 Epoch 17 Batch 450/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9073, Loss: 0.0745 Epoch 17 Batch 451/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9087, Loss: 0.0640 Epoch 17 Batch 452/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9031, Loss: 0.0642 Epoch 17 Batch 453/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9052, Loss: 0.0597 Epoch 17 Batch 454/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.9055, Loss: 0.0807 Epoch 17 Batch 455/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9055, Loss: 0.0606 Epoch 17 Batch 456/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9102, Loss: 0.0724 Epoch 17 Batch 457/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9059, Loss: 0.0565 Epoch 17 Batch 458/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9126, Loss: 0.0745 Epoch 17 Batch 459/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9137, Loss: 0.0661 Epoch 17 Batch 460/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9112, Loss: 0.0694 Epoch 17 Batch 461/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9165, Loss: 0.0664 Epoch 17 Batch 462/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9116, Loss: 0.0697 Epoch 17 Batch 463/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9119, Loss: 0.0624 Epoch 17 Batch 464/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9187, Loss: 0.0653 Epoch 17 Batch 465/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9194, Loss: 0.0777 Epoch 17 Batch 466/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9190, Loss: 0.0620 Epoch 17 Batch 467/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9237, Loss: 0.0736 Epoch 17 Batch 468/1077 - Train Accuracy: 0.9022, Validation Accuracy: 0.9237, Loss: 0.0637 Epoch 17 Batch 469/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9247, Loss: 0.0655 Epoch 17 Batch 470/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9169, Loss: 0.0640 Epoch 17 Batch 471/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9165, Loss: 0.0570 Epoch 17 Batch 472/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9105, Loss: 0.0566 Epoch 17 Batch 473/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9034, Loss: 0.0666 Epoch 17 Batch 474/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9038, Loss: 0.0649 Epoch 17 Batch 475/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8984, Loss: 0.0656 Epoch 17 Batch 476/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8984, Loss: 0.0534 Epoch 17 Batch 477/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8984, Loss: 0.0616 Epoch 17 Batch 478/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9073, Loss: 0.0669 Epoch 17 Batch 479/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9038, Loss: 0.0764 Epoch 17 Batch 480/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9116, Loss: 0.0612 Epoch 17 Batch 481/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9222, Loss: 0.0597 Epoch 17 Batch 482/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9126, Loss: 0.0763 Epoch 17 Batch 483/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9098, Loss: 0.0766 Epoch 17 Batch 484/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9094, Loss: 0.0719 Epoch 17 Batch 485/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9070, Loss: 0.0658 Epoch 17 Batch 486/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9169, Loss: 0.0555 Epoch 17 Batch 487/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9165, Loss: 0.0629 Epoch 17 Batch 488/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9130, Loss: 0.0551 Epoch 17 Batch 489/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9180, Loss: 0.0559 Epoch 17 Batch 490/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9055, Loss: 0.0610 Epoch 17 Batch 491/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9062, Loss: 0.0780 Epoch 17 Batch 492/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0750 Epoch 17 Batch 493/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9009, Loss: 0.0572 Epoch 17 Batch 494/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8970, Loss: 0.0526 Epoch 17 Batch 495/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8949, Loss: 0.0605 Epoch 17 Batch 496/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8988, Loss: 0.0651 Epoch 17 Batch 497/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8981, Loss: 0.0594 Epoch 17 Batch 498/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8974, Loss: 0.0579 Epoch 17 Batch 499/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8970, Loss: 0.0556 Epoch 17 Batch 500/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9009, Loss: 0.0552 Epoch 17 Batch 501/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9041, Loss: 0.0556 Epoch 17 Batch 502/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9077, Loss: 0.0700 Epoch 17 Batch 503/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9055, Loss: 0.0578 Epoch 17 Batch 504/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.9119, Loss: 0.0606 Epoch 17 Batch 505/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9094, Loss: 0.0537 Epoch 17 Batch 506/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9158, Loss: 0.0662 Epoch 17 Batch 507/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.9162, Loss: 0.0716 Epoch 17 Batch 508/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9144, Loss: 0.0575 Epoch 17 Batch 509/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9080, Loss: 0.0663 Epoch 17 Batch 510/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9116, Loss: 0.0605 Epoch 17 Batch 511/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.9123, Loss: 0.0633 Epoch 17 Batch 512/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9006, Loss: 0.0553 Epoch 17 Batch 513/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9055, Loss: 0.0698 Epoch 17 Batch 514/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.9038, Loss: 0.0639 Epoch 17 Batch 515/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8991, Loss: 0.0701 Epoch 17 Batch 516/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8974, Loss: 0.0607 Epoch 17 Batch 517/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9034, Loss: 0.0706 Epoch 17 Batch 518/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9038, Loss: 0.0623 Epoch 17 Batch 519/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9048, Loss: 0.0603 Epoch 17 Batch 520/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9119, Loss: 0.0552 Epoch 17 Batch 521/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9020, Loss: 0.0653 Epoch 17 Batch 522/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8999, Loss: 0.0817 Epoch 17 Batch 523/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9066, Loss: 0.0638 Epoch 17 Batch 524/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9070, Loss: 0.0692 Epoch 17 Batch 525/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9087, Loss: 0.0589 Epoch 17 Batch 526/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9183, Loss: 0.0583 Epoch 17 Batch 527/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9137, Loss: 0.0620 Epoch 17 Batch 528/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9151, Loss: 0.0663 Epoch 17 Batch 529/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9098, Loss: 0.0590 Epoch 17 Batch 530/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9102, Loss: 0.0691 Epoch 17 Batch 531/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9109, Loss: 0.0674 Epoch 17 Batch 532/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9098, Loss: 0.0791 Epoch 17 Batch 533/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9094, Loss: 0.0751 Epoch 17 Batch 534/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9070, Loss: 0.0704 Epoch 17 Batch 535/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9020, Loss: 0.0646 Epoch 17 Batch 536/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9016, Loss: 0.0693 Epoch 17 Batch 537/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9016, Loss: 0.0608 Epoch 17 Batch 538/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0538 Epoch 17 Batch 539/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9066, Loss: 0.0732 Epoch 17 Batch 540/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9087, Loss: 0.0571 Epoch 17 Batch 541/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9087, Loss: 0.0558 Epoch 17 Batch 542/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9087, Loss: 0.0623 Epoch 17 Batch 543/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9080, Loss: 0.0602 Epoch 17 Batch 544/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9062, Loss: 0.0516 Epoch 17 Batch 545/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9066, Loss: 0.0688 Epoch 17 Batch 546/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9020, Loss: 0.0722 Epoch 17 Batch 547/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9020, Loss: 0.0592 Epoch 17 Batch 548/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8917, Loss: 0.0740 Epoch 17 Batch 549/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8924, Loss: 0.0724 Epoch 17 Batch 550/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8970, Loss: 0.0635 Epoch 17 Batch 551/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8967, Loss: 0.0747 Epoch 17 Batch 552/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8970, Loss: 0.0728 Epoch 17 Batch 553/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8970, Loss: 0.0761 Epoch 17 Batch 554/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8974, Loss: 0.0621 Epoch 17 Batch 555/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0575 Epoch 17 Batch 556/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9031, Loss: 0.0527 Epoch 17 Batch 557/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9006, Loss: 0.0621 Epoch 17 Batch 558/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8999, Loss: 0.0531 Epoch 17 Batch 559/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9002, Loss: 0.0651 Epoch 17 Batch 560/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.9126, Loss: 0.0657 Epoch 17 Batch 561/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9126, Loss: 0.0581 Epoch 17 Batch 562/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9137, Loss: 0.0558 Epoch 17 Batch 563/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9084, Loss: 0.0719 Epoch 17 Batch 564/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9080, Loss: 0.0737 Epoch 17 Batch 565/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9034, Loss: 0.0762 Epoch 17 Batch 566/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9038, Loss: 0.0812 Epoch 17 Batch 567/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9048, Loss: 0.0613 Epoch 17 Batch 568/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9006, Loss: 0.0604 Epoch 17 Batch 569/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8967, Loss: 0.0728 Epoch 17 Batch 570/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8945, Loss: 0.0688 Epoch 17 Batch 571/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9048, Loss: 0.0593 Epoch 17 Batch 572/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9141, Loss: 0.0648 Epoch 17 Batch 573/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.9031, Loss: 0.0911 Epoch 17 Batch 574/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8981, Loss: 0.0628 Epoch 17 Batch 575/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.8906, Loss: 0.0594 Epoch 17 Batch 576/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8924, Loss: 0.0609 Epoch 17 Batch 577/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8945, Loss: 0.0663 Epoch 17 Batch 578/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9055, Loss: 0.0704 Epoch 17 Batch 579/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.9094, Loss: 0.0668 Epoch 17 Batch 580/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9141, Loss: 0.0528 Epoch 17 Batch 581/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9109, Loss: 0.0532 Epoch 17 Batch 582/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9070, Loss: 0.0634 Epoch 17 Batch 583/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9070, Loss: 0.0779 Epoch 17 Batch 584/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9055, Loss: 0.0706 Epoch 17 Batch 585/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9027, Loss: 0.0547 Epoch 17 Batch 586/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9041, Loss: 0.0587 Epoch 17 Batch 587/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9148, Loss: 0.0629 Epoch 17 Batch 588/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9126, Loss: 0.0585 Epoch 17 Batch 589/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9141, Loss: 0.0574 Epoch 17 Batch 590/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.9087, Loss: 0.0798 Epoch 17 Batch 591/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9084, Loss: 0.0580 Epoch 17 Batch 592/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9080, Loss: 0.0699 Epoch 17 Batch 593/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9105, Loss: 0.0783 Epoch 17 Batch 594/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9109, Loss: 0.0779 Epoch 17 Batch 595/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9091, Loss: 0.0621 Epoch 17 Batch 596/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9059, Loss: 0.0666 Epoch 17 Batch 597/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9009, Loss: 0.0681 Epoch 17 Batch 598/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8991, Loss: 0.0648 Epoch 17 Batch 599/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.9105, Loss: 0.0912 Epoch 17 Batch 600/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9084, Loss: 0.0762 Epoch 17 Batch 601/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.9066, Loss: 0.0749 Epoch 17 Batch 602/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9066, Loss: 0.0701 Epoch 17 Batch 603/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9045, Loss: 0.0683 Epoch 17 Batch 604/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8928, Loss: 0.0869 Epoch 17 Batch 605/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9041, Loss: 0.0809 Epoch 17 Batch 606/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9009, Loss: 0.0571 Epoch 17 Batch 607/1077 - Train Accuracy: 0.9205, Validation Accuracy: 0.9098, Loss: 0.0685 Epoch 17 Batch 608/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9137, Loss: 0.0796 Epoch 17 Batch 609/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9031, Loss: 0.0731 Epoch 17 Batch 610/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9031, Loss: 0.0786 Epoch 17 Batch 611/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9031, Loss: 0.0693 Epoch 17 Batch 612/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8984, Loss: 0.0550 Epoch 17 Batch 613/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8871, Loss: 0.0792 Epoch 17 Batch 614/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8924, Loss: 0.0673 Epoch 17 Batch 615/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9055, Loss: 0.0639 Epoch 17 Batch 616/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8995, Loss: 0.0678 Epoch 17 Batch 617/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9055, Loss: 0.0671 Epoch 17 Batch 618/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9048, Loss: 0.0697 Epoch 17 Batch 619/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8956, Loss: 0.0629 Epoch 17 Batch 620/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8956, Loss: 0.0556 Epoch 17 Batch 621/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9073, Loss: 0.0670 Epoch 17 Batch 622/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9112, Loss: 0.0715 Epoch 17 Batch 623/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9119, Loss: 0.0704 Epoch 17 Batch 624/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9070, Loss: 0.0638 Epoch 17 Batch 625/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9027, Loss: 0.0640 Epoch 17 Batch 626/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9016, Loss: 0.0583 Epoch 17 Batch 627/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9002, Loss: 0.0603 Epoch 17 Batch 628/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9066, Loss: 0.0680 Epoch 17 Batch 629/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.9062, Loss: 0.0688 Epoch 17 Batch 630/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9052, Loss: 0.0601 Epoch 17 Batch 631/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.9031, Loss: 0.0685 Epoch 17 Batch 632/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9031, Loss: 0.0644 Epoch 17 Batch 633/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9048, Loss: 0.0622 Epoch 17 Batch 634/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8995, Loss: 0.0534 Epoch 17 Batch 635/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8995, Loss: 0.0749 Epoch 17 Batch 636/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9059, Loss: 0.0613 Epoch 17 Batch 637/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8995, Loss: 0.0641 Epoch 17 Batch 638/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8991, Loss: 0.0586 Epoch 17 Batch 639/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.9031, Loss: 0.0740 Epoch 17 Batch 640/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9038, Loss: 0.0600 Epoch 17 Batch 641/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8991, Loss: 0.0601 Epoch 17 Batch 642/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8967, Loss: 0.0606 Epoch 17 Batch 643/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8842, Loss: 0.0583 Epoch 17 Batch 644/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8881, Loss: 0.0658 Epoch 17 Batch 645/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8871, Loss: 0.0673 Epoch 17 Batch 646/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8874, Loss: 0.0608 Epoch 17 Batch 647/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8878, Loss: 0.0705 Epoch 17 Batch 648/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8917, Loss: 0.0548 Epoch 17 Batch 649/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8917, Loss: 0.0638 Epoch 17 Batch 650/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9027, Loss: 0.0622 Epoch 17 Batch 651/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9009, Loss: 0.0604 Epoch 17 Batch 652/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8981, Loss: 0.0701 Epoch 17 Batch 653/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9087, Loss: 0.0720 Epoch 17 Batch 654/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8991, Loss: 0.0657 Epoch 17 Batch 655/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9048, Loss: 0.0807 Epoch 17 Batch 656/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8991, Loss: 0.0631 Epoch 17 Batch 657/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9041, Loss: 0.0678 Epoch 17 Batch 658/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9045, Loss: 0.0510 Epoch 17 Batch 659/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8999, Loss: 0.0781 Epoch 17 Batch 660/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9062, Loss: 0.0673 Epoch 17 Batch 661/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9062, Loss: 0.0650 Epoch 17 Batch 662/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9038, Loss: 0.0538 Epoch 17 Batch 663/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8906, Loss: 0.0549 Epoch 17 Batch 664/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8906, Loss: 0.0698 Epoch 17 Batch 665/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.8963, Loss: 0.0543 Epoch 17 Batch 666/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.8942, Loss: 0.0633 Epoch 17 Batch 667/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8924, Loss: 0.0705 Epoch 17 Batch 668/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.8963, Loss: 0.0598 Epoch 17 Batch 669/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8974, Loss: 0.0632 Epoch 17 Batch 670/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.8974, Loss: 0.0614 Epoch 17 Batch 671/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.8977, Loss: 0.0712 Epoch 17 Batch 672/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8942, Loss: 0.0544 Epoch 17 Batch 673/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8960, Loss: 0.0693 Epoch 17 Batch 674/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8906, Loss: 0.0582 Epoch 17 Batch 675/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8906, Loss: 0.0690 Epoch 17 Batch 676/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8952, Loss: 0.0624 Epoch 17 Batch 677/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9031, Loss: 0.0775 Epoch 17 Batch 678/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9031, Loss: 0.0596 Epoch 17 Batch 679/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9144, Loss: 0.0655 Epoch 17 Batch 680/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9119, Loss: 0.0735 Epoch 17 Batch 681/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9134, Loss: 0.0582 Epoch 17 Batch 682/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.9165, Loss: 0.0634 Epoch 17 Batch 683/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9148, Loss: 0.0583 Epoch 17 Batch 684/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9094, Loss: 0.0548 Epoch 17 Batch 685/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9130, Loss: 0.0732 Epoch 17 Batch 686/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9134, Loss: 0.0564 Epoch 17 Batch 687/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9134, Loss: 0.0709 Epoch 17 Batch 688/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9165, Loss: 0.0612 Epoch 17 Batch 689/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9134, Loss: 0.0573 Epoch 17 Batch 690/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9180, Loss: 0.0665 Epoch 17 Batch 691/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9116, Loss: 0.0694 Epoch 17 Batch 692/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9112, Loss: 0.0553 Epoch 17 Batch 693/1077 - Train Accuracy: 0.8771, Validation Accuracy: 0.9102, Loss: 0.0936 Epoch 17 Batch 694/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9066, Loss: 0.0661 Epoch 17 Batch 695/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9070, Loss: 0.0579 Epoch 17 Batch 696/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9112, Loss: 0.0746 Epoch 17 Batch 697/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9077, Loss: 0.0601 Epoch 17 Batch 698/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9087, Loss: 0.0606 Epoch 17 Batch 699/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9144, Loss: 0.0598 Epoch 17 Batch 700/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9102, Loss: 0.0603 Epoch 17 Batch 701/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9098, Loss: 0.0685 Epoch 17 Batch 702/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.9098, Loss: 0.0778 Epoch 17 Batch 703/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9070, Loss: 0.0656 Epoch 17 Batch 704/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9215, Loss: 0.0767 Epoch 17 Batch 705/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9080, Loss: 0.0753 Epoch 17 Batch 706/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.9041, Loss: 0.0811 Epoch 17 Batch 707/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9023, Loss: 0.0697 Epoch 17 Batch 708/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8963, Loss: 0.0630 Epoch 17 Batch 709/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8970, Loss: 0.0778 Epoch 17 Batch 710/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8988, Loss: 0.0596 Epoch 17 Batch 711/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8977, Loss: 0.0793 Epoch 17 Batch 712/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8984, Loss: 0.0607 Epoch 17 Batch 713/1077 - Train Accuracy: 0.9158, Validation Accuracy: 0.8903, Loss: 0.0575 Epoch 17 Batch 714/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8881, Loss: 0.0692 Epoch 17 Batch 715/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8928, Loss: 0.0713 Epoch 17 Batch 716/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8928, Loss: 0.0540 Epoch 17 Batch 717/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.8913, Loss: 0.0544 Epoch 17 Batch 718/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8857, Loss: 0.0640 Epoch 17 Batch 719/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.8857, Loss: 0.0652 Epoch 17 Batch 720/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8988, Loss: 0.0658 Epoch 17 Batch 721/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9006, Loss: 0.0740 Epoch 17 Batch 722/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8967, Loss: 0.0528 Epoch 17 Batch 723/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8949, Loss: 0.0663 Epoch 17 Batch 724/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8991, Loss: 0.0634 Epoch 17 Batch 725/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9002, Loss: 0.0517 Epoch 17 Batch 726/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9023, Loss: 0.0668 Epoch 17 Batch 727/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9052, Loss: 0.0559 Epoch 17 Batch 728/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9080, Loss: 0.0755 Epoch 17 Batch 729/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8981, Loss: 0.0715 Epoch 17 Batch 730/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8928, Loss: 0.0812 Epoch 17 Batch 731/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9006, Loss: 0.0665 Epoch 17 Batch 732/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.9027, Loss: 0.0733 Epoch 17 Batch 733/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9059, Loss: 0.0677 Epoch 17 Batch 734/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9006, Loss: 0.0702 Epoch 17 Batch 735/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8942, Loss: 0.0600 Epoch 17 Batch 736/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8956, Loss: 0.0564 Epoch 17 Batch 737/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8963, Loss: 0.0738 Epoch 17 Batch 738/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9013, Loss: 0.0466 Epoch 17 Batch 739/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9023, Loss: 0.0564 Epoch 17 Batch 740/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9070, Loss: 0.0494 Epoch 17 Batch 741/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9091, Loss: 0.0707 Epoch 17 Batch 742/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9098, Loss: 0.0639 Epoch 17 Batch 743/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9102, Loss: 0.0691 Epoch 17 Batch 744/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9045, Loss: 0.0621 Epoch 17 Batch 745/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8920, Loss: 0.0697 Epoch 17 Batch 746/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8892, Loss: 0.0582 Epoch 17 Batch 747/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8849, Loss: 0.0524 Epoch 17 Batch 748/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8963, Loss: 0.0533 Epoch 17 Batch 749/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8974, Loss: 0.0618 Epoch 17 Batch 750/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8995, Loss: 0.0635 Epoch 17 Batch 751/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9048, Loss: 0.0657 Epoch 17 Batch 752/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9023, Loss: 0.0636 Epoch 17 Batch 753/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.8924, Loss: 0.0588 Epoch 17 Batch 754/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8956, Loss: 0.0758 Epoch 17 Batch 755/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8881, Loss: 0.0717 Epoch 17 Batch 756/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8871, Loss: 0.0657 Epoch 17 Batch 757/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8878, Loss: 0.0691 Epoch 17 Batch 758/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8853, Loss: 0.0570 Epoch 17 Batch 759/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8928, Loss: 0.0589 Epoch 17 Batch 760/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8991, Loss: 0.0771 Epoch 17 Batch 761/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8977, Loss: 0.0670 Epoch 17 Batch 762/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8977, Loss: 0.0571 Epoch 17 Batch 763/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9020, Loss: 0.0607 Epoch 17 Batch 764/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8949, Loss: 0.0597 Epoch 17 Batch 765/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9034, Loss: 0.0633 Epoch 17 Batch 766/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8977, Loss: 0.0745 Epoch 17 Batch 767/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8984, Loss: 0.0623 Epoch 17 Batch 768/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8991, Loss: 0.0617 Epoch 17 Batch 769/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8945, Loss: 0.0605 Epoch 17 Batch 770/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8935, Loss: 0.0602 Epoch 17 Batch 771/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9009, Loss: 0.0657 Epoch 17 Batch 772/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9034, Loss: 0.0550 Epoch 17 Batch 773/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9084, Loss: 0.0566 Epoch 17 Batch 774/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8984, Loss: 0.0741 Epoch 17 Batch 775/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8981, Loss: 0.0650 Epoch 17 Batch 776/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8981, Loss: 0.0547 Epoch 17 Batch 777/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9020, Loss: 0.0641 Epoch 17 Batch 778/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9020, Loss: 0.0603 Epoch 17 Batch 779/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9013, Loss: 0.0651 Epoch 17 Batch 780/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9006, Loss: 0.0800 Epoch 17 Batch 781/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9027, Loss: 0.0478 Epoch 17 Batch 782/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9031, Loss: 0.0563 Epoch 17 Batch 783/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8942, Loss: 0.0710 Epoch 17 Batch 784/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9077, Loss: 0.0484 Epoch 17 Batch 785/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.8960, Loss: 0.0569 Epoch 17 Batch 786/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8952, Loss: 0.0606 Epoch 17 Batch 787/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.8952, Loss: 0.0629 Epoch 17 Batch 788/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.8999, Loss: 0.0567 Epoch 17 Batch 789/1077 - Train Accuracy: 0.8857, Validation Accuracy: 0.8981, Loss: 0.0693 Epoch 17 Batch 790/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.9059, Loss: 0.0748 Epoch 17 Batch 791/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9062, Loss: 0.0780 Epoch 17 Batch 792/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9062, Loss: 0.0674 Epoch 17 Batch 793/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9105, Loss: 0.0658 Epoch 17 Batch 794/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9041, Loss: 0.0540 Epoch 17 Batch 795/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9070, Loss: 0.0730 Epoch 17 Batch 796/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9041, Loss: 0.0644 Epoch 17 Batch 797/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9123, Loss: 0.0605 Epoch 17 Batch 798/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9126, Loss: 0.0591 Epoch 17 Batch 799/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9102, Loss: 0.0808 Epoch 17 Batch 800/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9126, Loss: 0.0603 Epoch 17 Batch 801/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8991, Loss: 0.0640 Epoch 17 Batch 802/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8977, Loss: 0.0706 Epoch 17 Batch 803/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8903, Loss: 0.0632 Epoch 17 Batch 804/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8952, Loss: 0.0579 Epoch 17 Batch 805/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8931, Loss: 0.0737 Epoch 17 Batch 806/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8942, Loss: 0.0564 Epoch 17 Batch 807/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8924, Loss: 0.0545 Epoch 17 Batch 808/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8917, Loss: 0.0805 Epoch 17 Batch 809/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8984, Loss: 0.0870 Epoch 17 Batch 810/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8974, Loss: 0.0576 Epoch 17 Batch 811/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8949, Loss: 0.0611 Epoch 17 Batch 812/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8981, Loss: 0.0729 Epoch 17 Batch 813/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9031, Loss: 0.0640 Epoch 17 Batch 814/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8988, Loss: 0.0748 Epoch 17 Batch 815/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9016, Loss: 0.0644 Epoch 17 Batch 816/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9084, Loss: 0.0662 Epoch 17 Batch 817/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9091, Loss: 0.0652 Epoch 17 Batch 818/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9073, Loss: 0.0645 Epoch 17 Batch 819/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9130, Loss: 0.0597 Epoch 17 Batch 820/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9126, Loss: 0.0605 Epoch 17 Batch 821/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9126, Loss: 0.0590 Epoch 17 Batch 822/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9062, Loss: 0.0601 Epoch 17 Batch 823/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9112, Loss: 0.0601 Epoch 17 Batch 824/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9062, Loss: 0.0687 Epoch 17 Batch 825/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9020, Loss: 0.0623 Epoch 17 Batch 826/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9048, Loss: 0.0601 Epoch 17 Batch 827/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8995, Loss: 0.0695 Epoch 17 Batch 828/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9052, Loss: 0.0515 Epoch 17 Batch 829/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.9016, Loss: 0.0817 Epoch 17 Batch 830/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8995, Loss: 0.0712 Epoch 17 Batch 831/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.9009, Loss: 0.0685 Epoch 17 Batch 832/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9006, Loss: 0.0588 Epoch 17 Batch 833/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9009, Loss: 0.0648 Epoch 17 Batch 834/1077 - Train Accuracy: 0.9279, Validation Accuracy: 0.9055, Loss: 0.0656 Epoch 17 Batch 835/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8931, Loss: 0.0714 Epoch 17 Batch 836/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8896, Loss: 0.0641 Epoch 17 Batch 837/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8949, Loss: 0.0732 Epoch 17 Batch 838/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8878, Loss: 0.0611 Epoch 17 Batch 839/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8942, Loss: 0.0569 Epoch 17 Batch 840/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8945, Loss: 0.0635 Epoch 17 Batch 841/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9002, Loss: 0.0803 Epoch 17 Batch 842/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9041, Loss: 0.0553 Epoch 17 Batch 843/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9052, Loss: 0.0575 Epoch 17 Batch 844/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9059, Loss: 0.0581 Epoch 17 Batch 845/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9109, Loss: 0.0593 Epoch 17 Batch 846/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9091, Loss: 0.0780 Epoch 17 Batch 847/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9016, Loss: 0.0757 Epoch 17 Batch 848/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9158, Loss: 0.0519 Epoch 17 Batch 849/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9102, Loss: 0.0510 Epoch 17 Batch 850/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9119, Loss: 0.0835 Epoch 17 Batch 851/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9102, Loss: 0.0722 Epoch 17 Batch 852/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9016, Loss: 0.0803 Epoch 17 Batch 853/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8977, Loss: 0.0609 Epoch 17 Batch 854/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8949, Loss: 0.0740 Epoch 17 Batch 855/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8853, Loss: 0.0722 Epoch 17 Batch 856/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8853, Loss: 0.0653 Epoch 17 Batch 857/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8991, Loss: 0.0624 Epoch 17 Batch 858/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9038, Loss: 0.0595 Epoch 17 Batch 859/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9031, Loss: 0.0648 Epoch 17 Batch 860/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9031, Loss: 0.0673 Epoch 17 Batch 861/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8988, Loss: 0.0631 Epoch 17 Batch 862/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8931, Loss: 0.0652 Epoch 17 Batch 863/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8952, Loss: 0.0512 Epoch 17 Batch 864/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9048, Loss: 0.0645 Epoch 17 Batch 865/1077 - Train Accuracy: 0.9279, Validation Accuracy: 0.9009, Loss: 0.0649 Epoch 17 Batch 866/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9006, Loss: 0.0676 Epoch 17 Batch 867/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9002, Loss: 0.1125 Epoch 17 Batch 868/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9009, Loss: 0.0671 Epoch 17 Batch 869/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8995, Loss: 0.0625 Epoch 17 Batch 870/1077 - Train Accuracy: 0.8968, Validation Accuracy: 0.9031, Loss: 0.0716 Epoch 17 Batch 871/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8988, Loss: 0.0581 Epoch 17 Batch 872/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8995, Loss: 0.0578 Epoch 17 Batch 873/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9080, Loss: 0.0687 Epoch 17 Batch 874/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9094, Loss: 0.0712 Epoch 17 Batch 875/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9077, Loss: 0.0651 Epoch 17 Batch 876/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9052, Loss: 0.0538 Epoch 17 Batch 877/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9041, Loss: 0.0566 Epoch 17 Batch 878/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9070, Loss: 0.0687 Epoch 17 Batch 879/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8960, Loss: 0.0509 Epoch 17 Batch 880/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8956, Loss: 0.0744 Epoch 17 Batch 881/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8977, Loss: 0.0657 Epoch 17 Batch 882/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9027, Loss: 0.0716 Epoch 17 Batch 883/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8924, Loss: 0.0932 Epoch 17 Batch 884/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8857, Loss: 0.0607 Epoch 17 Batch 885/1077 - Train Accuracy: 0.9183, Validation Accuracy: 0.8903, Loss: 0.0515 Epoch 17 Batch 886/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8906, Loss: 0.0599 Epoch 17 Batch 887/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8956, Loss: 0.0745 Epoch 17 Batch 888/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8928, Loss: 0.0696 Epoch 17 Batch 889/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8999, Loss: 0.0628 Epoch 17 Batch 890/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8931, Loss: 0.0644 Epoch 17 Batch 891/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.8924, Loss: 0.0574 Epoch 17 Batch 892/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8871, Loss: 0.0526 Epoch 17 Batch 893/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8892, Loss: 0.0694 Epoch 17 Batch 894/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8867, Loss: 0.0586 Epoch 17 Batch 895/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8935, Loss: 0.0642 Epoch 17 Batch 896/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8960, Loss: 0.0737 Epoch 17 Batch 897/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8910, Loss: 0.0543 Epoch 17 Batch 898/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8967, Loss: 0.0545 Epoch 17 Batch 899/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9031, Loss: 0.0680 Epoch 17 Batch 900/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9084, Loss: 0.0737 Epoch 17 Batch 901/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9116, Loss: 0.0815 Epoch 17 Batch 902/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9126, Loss: 0.0724 Epoch 17 Batch 903/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9070, Loss: 0.0605 Epoch 17 Batch 904/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9070, Loss: 0.0567 Epoch 17 Batch 905/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9116, Loss: 0.0519 Epoch 17 Batch 906/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9119, Loss: 0.0556 Epoch 17 Batch 907/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0664 Epoch 17 Batch 908/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9180, Loss: 0.0719 Epoch 17 Batch 909/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9169, Loss: 0.0716 Epoch 17 Batch 910/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9148, Loss: 0.0653 Epoch 17 Batch 911/1077 - Train Accuracy: 0.9173, Validation Accuracy: 0.9180, Loss: 0.0835 Epoch 17 Batch 912/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9187, Loss: 0.0582 Epoch 17 Batch 913/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9247, Loss: 0.0819 Epoch 17 Batch 914/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9229, Loss: 0.0945 Epoch 17 Batch 915/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9116, Loss: 0.0576 Epoch 17 Batch 916/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9215, Loss: 0.0694 Epoch 17 Batch 917/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9116, Loss: 0.0576 Epoch 17 Batch 918/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9052, Loss: 0.0612 Epoch 17 Batch 919/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9052, Loss: 0.0527 Epoch 17 Batch 920/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9023, Loss: 0.0636 Epoch 17 Batch 921/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8974, Loss: 0.0667 Epoch 17 Batch 922/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9055, Loss: 0.0643 Epoch 17 Batch 923/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9098, Loss: 0.0642 Epoch 17 Batch 924/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9045, Loss: 0.0759 Epoch 17 Batch 925/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9141, Loss: 0.0559 Epoch 17 Batch 926/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9087, Loss: 0.0717 Epoch 17 Batch 927/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9066, Loss: 0.0753 Epoch 17 Batch 928/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8967, Loss: 0.0609 Epoch 17 Batch 929/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9009, Loss: 0.0678 Epoch 17 Batch 930/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9009, Loss: 0.0489 Epoch 17 Batch 931/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8881, Loss: 0.0635 Epoch 17 Batch 932/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8974, Loss: 0.0593 Epoch 17 Batch 933/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9002, Loss: 0.0576 Epoch 17 Batch 934/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8988, Loss: 0.0541 Epoch 17 Batch 935/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9006, Loss: 0.0578 Epoch 17 Batch 936/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9002, Loss: 0.0648 Epoch 17 Batch 937/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8991, Loss: 0.0801 Epoch 17 Batch 938/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8928, Loss: 0.0715 Epoch 17 Batch 939/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8881, Loss: 0.0729 Epoch 17 Batch 940/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8977, Loss: 0.0533 Epoch 17 Batch 941/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.8981, Loss: 0.0510 Epoch 17 Batch 942/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8984, Loss: 0.0682 Epoch 17 Batch 943/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9062, Loss: 0.0631 Epoch 17 Batch 944/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9055, Loss: 0.0518 Epoch 17 Batch 945/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.8956, Loss: 0.0526 Epoch 17 Batch 946/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.8974, Loss: 0.0568 Epoch 17 Batch 947/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8977, Loss: 0.0726 Epoch 17 Batch 948/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8963, Loss: 0.0570 Epoch 17 Batch 949/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9027, Loss: 0.0520 Epoch 17 Batch 950/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9016, Loss: 0.0546 Epoch 17 Batch 951/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8988, Loss: 0.0665 Epoch 17 Batch 952/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8984, Loss: 0.0516 Epoch 17 Batch 953/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8931, Loss: 0.0519 Epoch 17 Batch 954/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8938, Loss: 0.0718 Epoch 17 Batch 955/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8988, Loss: 0.0681 Epoch 17 Batch 956/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9038, Loss: 0.0637 Epoch 17 Batch 957/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9038, Loss: 0.0499 Epoch 17 Batch 958/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9031, Loss: 0.0664 Epoch 17 Batch 959/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9048, Loss: 0.0662 Epoch 17 Batch 960/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8981, Loss: 0.0608 Epoch 17 Batch 961/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8924, Loss: 0.0553 Epoch 17 Batch 962/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8988, Loss: 0.0593 Epoch 17 Batch 963/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9013, Loss: 0.0790 Epoch 17 Batch 964/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9055, Loss: 0.0541 Epoch 17 Batch 965/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9055, Loss: 0.0731 Epoch 17 Batch 966/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9126, Loss: 0.0478 Epoch 17 Batch 967/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9126, Loss: 0.0669 Epoch 17 Batch 968/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9134, Loss: 0.0795 Epoch 17 Batch 969/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9080, Loss: 0.0774 Epoch 17 Batch 970/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9105, Loss: 0.0615 Epoch 17 Batch 971/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9148, Loss: 0.0691 Epoch 17 Batch 972/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9130, Loss: 0.0608 Epoch 17 Batch 973/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9059, Loss: 0.0487 Epoch 17 Batch 974/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8888, Loss: 0.0530 Epoch 17 Batch 975/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8928, Loss: 0.0582 Epoch 17 Batch 976/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9006, Loss: 0.0562 Epoch 17 Batch 977/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9041, Loss: 0.0475 Epoch 17 Batch 978/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8988, Loss: 0.0675 Epoch 17 Batch 979/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.8967, Loss: 0.0628 Epoch 17 Batch 980/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8970, Loss: 0.0690 Epoch 17 Batch 981/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8960, Loss: 0.0647 Epoch 17 Batch 982/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8910, Loss: 0.0618 Epoch 17 Batch 983/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8857, Loss: 0.0728 Epoch 17 Batch 984/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8899, Loss: 0.0671 Epoch 17 Batch 985/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8952, Loss: 0.0570 Epoch 17 Batch 986/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8935, Loss: 0.0607 Epoch 17 Batch 987/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8874, Loss: 0.0586 Epoch 17 Batch 988/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8924, Loss: 0.0668 Epoch 17 Batch 989/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9059, Loss: 0.0746 Epoch 17 Batch 990/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9066, Loss: 0.0697 Epoch 17 Batch 991/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9094, Loss: 0.0645 Epoch 17 Batch 992/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8988, Loss: 0.0634 Epoch 17 Batch 993/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8967, Loss: 0.0451 Epoch 17 Batch 994/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9009, Loss: 0.0569 Epoch 17 Batch 995/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9084, Loss: 0.0564 Epoch 17 Batch 996/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8984, Loss: 0.0600 Epoch 17 Batch 997/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.8967, Loss: 0.0622 Epoch 17 Batch 998/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8956, Loss: 0.0556 Epoch 17 Batch 999/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8938, Loss: 0.0682 Epoch 17 Batch 1000/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8888, Loss: 0.0625 Epoch 17 Batch 1001/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.8942, Loss: 0.0477 Epoch 17 Batch 1002/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8949, Loss: 0.0521 Epoch 17 Batch 1003/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.8949, Loss: 0.0589 Epoch 17 Batch 1004/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8999, Loss: 0.0668 Epoch 17 Batch 1005/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8949, Loss: 0.0629 Epoch 17 Batch 1006/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8967, Loss: 0.0527 Epoch 17 Batch 1007/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9059, Loss: 0.0555 Epoch 17 Batch 1008/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9073, Loss: 0.0634 Epoch 17 Batch 1009/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9094, Loss: 0.0481 Epoch 17 Batch 1010/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9094, Loss: 0.0602 Epoch 17 Batch 1011/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9215, Loss: 0.0588 Epoch 17 Batch 1012/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9201, Loss: 0.0488 Epoch 17 Batch 1013/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9162, Loss: 0.0447 Epoch 17 Batch 1014/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9158, Loss: 0.0553 Epoch 17 Batch 1015/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9087, Loss: 0.0789 Epoch 17 Batch 1016/1077 - Train Accuracy: 0.8843, Validation Accuracy: 0.9130, Loss: 0.0643 Epoch 17 Batch 1017/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9130, Loss: 0.0594 Epoch 17 Batch 1018/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9180, Loss: 0.0662 Epoch 17 Batch 1019/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9201, Loss: 0.0745 Epoch 17 Batch 1020/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9187, Loss: 0.0546 Epoch 17 Batch 1021/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.9137, Loss: 0.0641 Epoch 17 Batch 1022/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9134, Loss: 0.0516 Epoch 17 Batch 1023/1077 - Train Accuracy: 0.9130, Validation Accuracy: 0.9222, Loss: 0.0620 Epoch 17 Batch 1024/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9215, Loss: 0.0645 Epoch 17 Batch 1025/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9219, Loss: 0.0582 Epoch 17 Batch 1026/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9173, Loss: 0.0681 Epoch 17 Batch 1027/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9176, Loss: 0.0575 Epoch 17 Batch 1028/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9105, Loss: 0.0598 Epoch 17 Batch 1029/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9105, Loss: 0.0507 Epoch 17 Batch 1030/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9173, Loss: 0.0639 Epoch 17 Batch 1031/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.9208, Loss: 0.0739 Epoch 17 Batch 1032/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9134, Loss: 0.0752 Epoch 17 Batch 1033/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.9087, Loss: 0.0637 Epoch 17 Batch 1034/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.9144, Loss: 0.0633 Epoch 17 Batch 1035/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9134, Loss: 0.0465 Epoch 17 Batch 1036/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9197, Loss: 0.0806 Epoch 17 Batch 1037/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9084, Loss: 0.0611 Epoch 17 Batch 1038/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9070, Loss: 0.0706 Epoch 17 Batch 1039/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9066, Loss: 0.0588 Epoch 17 Batch 1040/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9038, Loss: 0.0635 Epoch 17 Batch 1041/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9038, Loss: 0.0672 Epoch 17 Batch 1042/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8984, Loss: 0.0616 Epoch 17 Batch 1043/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8906, Loss: 0.0836 Epoch 17 Batch 1044/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8942, Loss: 0.0712 Epoch 17 Batch 1045/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8849, Loss: 0.0701 Epoch 17 Batch 1046/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8864, Loss: 0.0526 Epoch 17 Batch 1047/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8881, Loss: 0.0566 Epoch 17 Batch 1048/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8956, Loss: 0.0630 Epoch 17 Batch 1049/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9041, Loss: 0.0651 Epoch 17 Batch 1050/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8988, Loss: 0.0555 Epoch 17 Batch 1051/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9034, Loss: 0.0656 Epoch 17 Batch 1052/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8967, Loss: 0.0568 Epoch 17 Batch 1053/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8995, Loss: 0.0684 Epoch 17 Batch 1054/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9002, Loss: 0.0560 Epoch 17 Batch 1055/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9059, Loss: 0.0689 Epoch 17 Batch 1056/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8974, Loss: 0.0577 Epoch 17 Batch 1057/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.8981, Loss: 0.0705 Epoch 17 Batch 1058/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9080, Loss: 0.0693 Epoch 17 Batch 1059/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.9109, Loss: 0.0840 Epoch 17 Batch 1060/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9009, Loss: 0.0519 Epoch 17 Batch 1061/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8988, Loss: 0.0760 Epoch 17 Batch 1062/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9016, Loss: 0.0739 Epoch 17 Batch 1063/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8935, Loss: 0.0652 Epoch 17 Batch 1064/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9059, Loss: 0.0651 Epoch 17 Batch 1065/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9094, Loss: 0.0665 Epoch 17 Batch 1066/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9052, Loss: 0.0560 Epoch 17 Batch 1067/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9112, Loss: 0.0670 Epoch 17 Batch 1068/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9109, Loss: 0.0547 Epoch 17 Batch 1069/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9134, Loss: 0.0587 Epoch 17 Batch 1070/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9070, Loss: 0.0610 Epoch 17 Batch 1071/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9059, Loss: 0.0647 Epoch 17 Batch 1072/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.9194, Loss: 0.0636 Epoch 17 Batch 1073/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9102, Loss: 0.0714 Epoch 17 Batch 1074/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9144, Loss: 0.0821 Epoch 17 Batch 1075/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.9183, Loss: 0.0700 Epoch 18 Batch 1/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9112, Loss: 0.0522 Epoch 18 Batch 2/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9023, Loss: 0.0635 Epoch 18 Batch 3/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9013, Loss: 0.0670 Epoch 18 Batch 4/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9116, Loss: 0.0570 Epoch 18 Batch 5/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9045, Loss: 0.0736 Epoch 18 Batch 6/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9102, Loss: 0.0603 Epoch 18 Batch 7/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8960, Loss: 0.0557 Epoch 18 Batch 8/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9027, Loss: 0.0541 Epoch 18 Batch 9/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9023, Loss: 0.0629 Epoch 18 Batch 10/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.9073, Loss: 0.0608 Epoch 18 Batch 11/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9048, Loss: 0.0691 Epoch 18 Batch 12/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9105, Loss: 0.0597 Epoch 18 Batch 13/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9105, Loss: 0.0854 Epoch 18 Batch 14/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9102, Loss: 0.0515 Epoch 18 Batch 15/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9162, Loss: 0.0570 Epoch 18 Batch 16/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9148, Loss: 0.0639 Epoch 18 Batch 17/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9233, Loss: 0.0576 Epoch 18 Batch 18/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9226, Loss: 0.0560 Epoch 18 Batch 19/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9226, Loss: 0.0544 Epoch 18 Batch 20/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9205, Loss: 0.0524 Epoch 18 Batch 21/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9155, Loss: 0.0614 Epoch 18 Batch 22/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9169, Loss: 0.0652 Epoch 18 Batch 23/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9130, Loss: 0.0523 Epoch 18 Batch 24/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9155, Loss: 0.0581 Epoch 18 Batch 25/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.8942, Loss: 0.0557 Epoch 18 Batch 26/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9031, Loss: 0.0680 Epoch 18 Batch 27/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9027, Loss: 0.0510 Epoch 18 Batch 28/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9126, Loss: 0.0589 Epoch 18 Batch 29/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9119, Loss: 0.0660 Epoch 18 Batch 30/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9105, Loss: 0.0546 Epoch 18 Batch 31/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9034, Loss: 0.0637 Epoch 18 Batch 32/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9102, Loss: 0.0538 Epoch 18 Batch 33/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9091, Loss: 0.0587 Epoch 18 Batch 34/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9045, Loss: 0.0627 Epoch 18 Batch 35/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9094, Loss: 0.0616 Epoch 18 Batch 36/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9091, Loss: 0.0676 Epoch 18 Batch 37/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9091, Loss: 0.0552 Epoch 18 Batch 38/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.9080, Loss: 0.0779 Epoch 18 Batch 39/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9077, Loss: 0.0752 Epoch 18 Batch 40/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9105, Loss: 0.0540 Epoch 18 Batch 41/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9055, Loss: 0.0536 Epoch 18 Batch 42/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9055, Loss: 0.0754 Epoch 18 Batch 43/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9002, Loss: 0.0476 Epoch 18 Batch 44/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.8995, Loss: 0.0529 Epoch 18 Batch 45/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9105, Loss: 0.0611 Epoch 18 Batch 46/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.9062, Loss: 0.0748 Epoch 18 Batch 47/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8974, Loss: 0.0609 Epoch 18 Batch 48/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9013, Loss: 0.0761 Epoch 18 Batch 49/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8956, Loss: 0.0692 Epoch 18 Batch 50/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9002, Loss: 0.0562 Epoch 18 Batch 51/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8974, Loss: 0.0610 Epoch 18 Batch 52/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8956, Loss: 0.0772 Epoch 18 Batch 53/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9027, Loss: 0.0611 Epoch 18 Batch 54/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9091, Loss: 0.0832 Epoch 18 Batch 55/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9052, Loss: 0.0554 Epoch 18 Batch 56/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8981, Loss: 0.0508 Epoch 18 Batch 57/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8974, Loss: 0.0634 Epoch 18 Batch 58/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9023, Loss: 0.0568 Epoch 18 Batch 59/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9077, Loss: 0.0593 Epoch 18 Batch 60/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9066, Loss: 0.0479 Epoch 18 Batch 61/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9059, Loss: 0.0709 Epoch 18 Batch 62/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9102, Loss: 0.0750 Epoch 18 Batch 63/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9151, Loss: 0.0481 Epoch 18 Batch 64/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9091, Loss: 0.0528 Epoch 18 Batch 65/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9052, Loss: 0.0623 Epoch 18 Batch 66/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9066, Loss: 0.0446 Epoch 18 Batch 67/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9038, Loss: 0.0540 Epoch 18 Batch 68/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8970, Loss: 0.0701 Epoch 18 Batch 69/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8991, Loss: 0.0753 Epoch 18 Batch 70/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.8956, Loss: 0.0685 Epoch 18 Batch 71/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.8931, Loss: 0.0429 Epoch 18 Batch 72/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8991, Loss: 0.0597 Epoch 18 Batch 73/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8991, Loss: 0.0625 Epoch 18 Batch 74/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8991, Loss: 0.0572 Epoch 18 Batch 75/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9031, Loss: 0.0800 Epoch 18 Batch 76/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9094, Loss: 0.0485 Epoch 18 Batch 77/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9059, Loss: 0.0586 Epoch 18 Batch 78/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9109, Loss: 0.0590 Epoch 18 Batch 79/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9066, Loss: 0.0592 Epoch 18 Batch 80/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9052, Loss: 0.0599 Epoch 18 Batch 81/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9148, Loss: 0.0531 Epoch 18 Batch 82/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9212, Loss: 0.0587 Epoch 18 Batch 83/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9119, Loss: 0.0584 Epoch 18 Batch 84/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9119, Loss: 0.0566 Epoch 18 Batch 85/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9034, Loss: 0.0571 Epoch 18 Batch 86/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9009, Loss: 0.0544 Epoch 18 Batch 87/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9098, Loss: 0.0762 Epoch 18 Batch 88/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8974, Loss: 0.0744 Epoch 18 Batch 89/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8956, Loss: 0.0700 Epoch 18 Batch 90/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8949, Loss: 0.0584 Epoch 18 Batch 91/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8853, Loss: 0.0537 Epoch 18 Batch 92/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8853, Loss: 0.0621 Epoch 18 Batch 93/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8846, Loss: 0.0618 Epoch 18 Batch 94/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8995, Loss: 0.0494 Epoch 18 Batch 95/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8949, Loss: 0.0680 Epoch 18 Batch 96/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8952, Loss: 0.0692 Epoch 18 Batch 97/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8920, Loss: 0.0590 Epoch 18 Batch 98/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8913, Loss: 0.0663 Epoch 18 Batch 99/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8888, Loss: 0.0543 Epoch 18 Batch 100/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8821, Loss: 0.0604 Epoch 18 Batch 101/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8828, Loss: 0.0556 Epoch 18 Batch 102/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9002, Loss: 0.0580 Epoch 18 Batch 103/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9027, Loss: 0.0714 Epoch 18 Batch 104/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8913, Loss: 0.0642 Epoch 18 Batch 105/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8896, Loss: 0.0654 Epoch 18 Batch 106/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8842, Loss: 0.0711 Epoch 18 Batch 107/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8867, Loss: 0.0609 Epoch 18 Batch 108/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8952, Loss: 0.0616 Epoch 18 Batch 109/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9031, Loss: 0.0598 Epoch 18 Batch 110/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9070, Loss: 0.0523 Epoch 18 Batch 111/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9073, Loss: 0.0597 Epoch 18 Batch 112/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8977, Loss: 0.0587 Epoch 18 Batch 113/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.9091, Loss: 0.0711 Epoch 18 Batch 114/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8967, Loss: 0.0516 Epoch 18 Batch 115/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8967, Loss: 0.0760 Epoch 18 Batch 116/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9013, Loss: 0.0807 Epoch 18 Batch 117/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9059, Loss: 0.0610 Epoch 18 Batch 118/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.9048, Loss: 0.0656 Epoch 18 Batch 119/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9048, Loss: 0.0593 Epoch 18 Batch 120/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9048, Loss: 0.0658 Epoch 18 Batch 121/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9052, Loss: 0.0618 Epoch 18 Batch 122/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9052, Loss: 0.0572 Epoch 18 Batch 123/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8988, Loss: 0.0451 Epoch 18 Batch 124/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8942, Loss: 0.0682 Epoch 18 Batch 125/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8938, Loss: 0.0661 Epoch 18 Batch 126/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8913, Loss: 0.0504 Epoch 18 Batch 127/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8963, Loss: 0.0568 Epoch 18 Batch 128/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.8970, Loss: 0.0603 Epoch 18 Batch 129/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8967, Loss: 0.0682 Epoch 18 Batch 130/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9023, Loss: 0.0571 Epoch 18 Batch 131/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8920, Loss: 0.0695 Epoch 18 Batch 132/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9027, Loss: 0.0572 Epoch 18 Batch 133/1077 - Train Accuracy: 0.9169, Validation Accuracy: 0.8991, Loss: 0.0524 Epoch 18 Batch 134/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.8956, Loss: 0.0561 Epoch 18 Batch 135/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9009, Loss: 0.0624 Epoch 18 Batch 136/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9066, Loss: 0.0502 Epoch 18 Batch 137/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9013, Loss: 0.0495 Epoch 18 Batch 138/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8967, Loss: 0.0565 Epoch 18 Batch 139/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8981, Loss: 0.0652 Epoch 18 Batch 140/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9041, Loss: 0.0588 Epoch 18 Batch 141/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8984, Loss: 0.0629 Epoch 18 Batch 142/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8942, Loss: 0.0598 Epoch 18 Batch 143/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8931, Loss: 0.0671 Epoch 18 Batch 144/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.8988, Loss: 0.0847 Epoch 18 Batch 145/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8988, Loss: 0.0599 Epoch 18 Batch 146/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8988, Loss: 0.0906 Epoch 18 Batch 147/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9031, Loss: 0.0565 Epoch 18 Batch 148/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9041, Loss: 0.0678 Epoch 18 Batch 149/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8991, Loss: 0.0551 Epoch 18 Batch 150/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9048, Loss: 0.0632 Epoch 18 Batch 151/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8999, Loss: 0.0507 Epoch 18 Batch 152/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8995, Loss: 0.0745 Epoch 18 Batch 153/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8952, Loss: 0.0738 Epoch 18 Batch 154/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8952, Loss: 0.0640 Epoch 18 Batch 155/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8945, Loss: 0.0560 Epoch 18 Batch 156/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8942, Loss: 0.0522 Epoch 18 Batch 157/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0610 Epoch 18 Batch 158/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9027, Loss: 0.0667 Epoch 18 Batch 159/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9073, Loss: 0.0582 Epoch 18 Batch 160/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9077, Loss: 0.0502 Epoch 18 Batch 161/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9077, Loss: 0.0481 Epoch 18 Batch 162/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9116, Loss: 0.0760 Epoch 18 Batch 163/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9155, Loss: 0.0716 Epoch 18 Batch 164/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9091, Loss: 0.0575 Epoch 18 Batch 165/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9098, Loss: 0.0721 Epoch 18 Batch 166/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9144, Loss: 0.0689 Epoch 18 Batch 167/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9144, Loss: 0.0569 Epoch 18 Batch 168/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.9123, Loss: 0.0788 Epoch 18 Batch 169/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9123, Loss: 0.0693 Epoch 18 Batch 170/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9055, Loss: 0.0646 Epoch 18 Batch 171/1077 - Train Accuracy: 0.9229, Validation Accuracy: 0.9123, Loss: 0.0556 Epoch 18 Batch 172/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9094, Loss: 0.0527 Epoch 18 Batch 173/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9052, Loss: 0.0578 Epoch 18 Batch 174/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9055, Loss: 0.0569 Epoch 18 Batch 175/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9134, Loss: 0.0615 Epoch 18 Batch 176/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9066, Loss: 0.0608 Epoch 18 Batch 177/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9009, Loss: 0.0653 Epoch 18 Batch 178/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9148, Loss: 0.0611 Epoch 18 Batch 179/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9102, Loss: 0.0608 Epoch 18 Batch 180/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9169, Loss: 0.0498 Epoch 18 Batch 181/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9180, Loss: 0.0646 Epoch 18 Batch 182/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9084, Loss: 0.0694 Epoch 18 Batch 183/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9130, Loss: 0.0649 Epoch 18 Batch 184/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9105, Loss: 0.0512 Epoch 18 Batch 185/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9045, Loss: 0.0603 Epoch 18 Batch 186/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8981, Loss: 0.0606 Epoch 18 Batch 187/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9009, Loss: 0.0472 Epoch 18 Batch 188/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9034, Loss: 0.0619 Epoch 18 Batch 189/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9045, Loss: 0.0635 Epoch 18 Batch 190/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9027, Loss: 0.0568 Epoch 18 Batch 191/1077 - Train Accuracy: 0.9084, Validation Accuracy: 0.9009, Loss: 0.0523 Epoch 18 Batch 192/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8896, Loss: 0.0765 Epoch 18 Batch 193/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8988, Loss: 0.0612 Epoch 18 Batch 194/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.8828, Loss: 0.0511 Epoch 18 Batch 195/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8988, Loss: 0.0498 Epoch 18 Batch 196/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9031, Loss: 0.0516 Epoch 18 Batch 197/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9027, Loss: 0.0615 Epoch 18 Batch 198/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9002, Loss: 0.0569 Epoch 18 Batch 199/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9070, Loss: 0.0499 Epoch 18 Batch 200/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9126, Loss: 0.0584 Epoch 18 Batch 201/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9141, Loss: 0.0516 Epoch 18 Batch 202/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9237, Loss: 0.0580 Epoch 18 Batch 203/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9190, Loss: 0.0652 Epoch 18 Batch 204/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9162, Loss: 0.0775 Epoch 18 Batch 205/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.9158, Loss: 0.0676 Epoch 18 Batch 206/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9109, Loss: 0.0532 Epoch 18 Batch 207/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9102, Loss: 0.0564 Epoch 18 Batch 208/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9205, Loss: 0.0579 Epoch 18 Batch 209/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9084, Loss: 0.0502 Epoch 18 Batch 210/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9165, Loss: 0.0630 Epoch 18 Batch 211/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9059, Loss: 0.0586 Epoch 18 Batch 212/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9059, Loss: 0.0543 Epoch 18 Batch 213/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9073, Loss: 0.0530 Epoch 18 Batch 214/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8981, Loss: 0.0586 Epoch 18 Batch 215/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8984, Loss: 0.0664 Epoch 18 Batch 216/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8970, Loss: 0.0672 Epoch 18 Batch 217/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9027, Loss: 0.0560 Epoch 18 Batch 218/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9038, Loss: 0.0668 Epoch 18 Batch 219/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9031, Loss: 0.0483 Epoch 18 Batch 220/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9031, Loss: 0.0610 Epoch 18 Batch 221/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8981, Loss: 0.0617 Epoch 18 Batch 222/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8963, Loss: 0.0551 Epoch 18 Batch 223/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9038, Loss: 0.0579 Epoch 18 Batch 224/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9144, Loss: 0.0597 Epoch 18 Batch 225/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9205, Loss: 0.0713 Epoch 18 Batch 226/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9208, Loss: 0.0491 Epoch 18 Batch 227/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.9258, Loss: 0.0698 Epoch 18 Batch 228/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9276, Loss: 0.0497 Epoch 18 Batch 229/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9325, Loss: 0.0641 Epoch 18 Batch 230/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9247, Loss: 0.0540 Epoch 18 Batch 231/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9247, Loss: 0.0716 Epoch 18 Batch 232/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9158, Loss: 0.0514 Epoch 18 Batch 233/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9155, Loss: 0.0666 Epoch 18 Batch 234/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.9094, Loss: 0.0669 Epoch 18 Batch 235/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9077, Loss: 0.0599 Epoch 18 Batch 236/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9084, Loss: 0.0631 Epoch 18 Batch 237/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9023, Loss: 0.0478 Epoch 18 Batch 238/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9048, Loss: 0.0573 Epoch 18 Batch 239/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9123, Loss: 0.0434 Epoch 18 Batch 240/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9062, Loss: 0.0462 Epoch 18 Batch 241/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9066, Loss: 0.0480 Epoch 18 Batch 242/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8963, Loss: 0.0552 Epoch 18 Batch 243/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0642 Epoch 18 Batch 244/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9034, Loss: 0.0548 Epoch 18 Batch 245/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9098, Loss: 0.0569 Epoch 18 Batch 246/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9094, Loss: 0.0576 Epoch 18 Batch 247/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9002, Loss: 0.0575 Epoch 18 Batch 248/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9002, Loss: 0.0600 Epoch 18 Batch 249/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9077, Loss: 0.0569 Epoch 18 Batch 250/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9098, Loss: 0.0538 Epoch 18 Batch 251/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9098, Loss: 0.0696 Epoch 18 Batch 252/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9119, Loss: 0.0649 Epoch 18 Batch 253/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.9119, Loss: 0.0554 Epoch 18 Batch 254/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0614 Epoch 18 Batch 255/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8984, Loss: 0.0574 Epoch 18 Batch 256/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9123, Loss: 0.0873 Epoch 18 Batch 257/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9173, Loss: 0.0653 Epoch 18 Batch 258/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9190, Loss: 0.0560 Epoch 18 Batch 259/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9031, Loss: 0.0544 Epoch 18 Batch 260/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9052, Loss: 0.0558 Epoch 18 Batch 261/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9038, Loss: 0.0583 Epoch 18 Batch 262/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9041, Loss: 0.0519 Epoch 18 Batch 263/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9002, Loss: 0.0523 Epoch 18 Batch 264/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8981, Loss: 0.0651 Epoch 18 Batch 265/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9094, Loss: 0.0592 Epoch 18 Batch 266/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9009, Loss: 0.0628 Epoch 18 Batch 267/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9091, Loss: 0.0496 Epoch 18 Batch 268/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8999, Loss: 0.0644 Epoch 18 Batch 269/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8974, Loss: 0.0692 Epoch 18 Batch 270/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8913, Loss: 0.0723 Epoch 18 Batch 271/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9041, Loss: 0.0557 Epoch 18 Batch 272/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9105, Loss: 0.0909 Epoch 18 Batch 273/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8967, Loss: 0.0513 Epoch 18 Batch 274/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8963, Loss: 0.0623 Epoch 18 Batch 275/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.8984, Loss: 0.0620 Epoch 18 Batch 276/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8984, Loss: 0.0823 Epoch 18 Batch 277/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.8984, Loss: 0.0519 Epoch 18 Batch 278/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8984, Loss: 0.0679 Epoch 18 Batch 279/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9009, Loss: 0.0695 Epoch 18 Batch 280/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8956, Loss: 0.0617 Epoch 18 Batch 281/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9052, Loss: 0.0682 Epoch 18 Batch 282/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9002, Loss: 0.0761 Epoch 18 Batch 283/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9045, Loss: 0.0637 Epoch 18 Batch 284/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9070, Loss: 0.0623 Epoch 18 Batch 285/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8991, Loss: 0.0644 Epoch 18 Batch 286/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8888, Loss: 0.0551 Epoch 18 Batch 287/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8892, Loss: 0.0606 Epoch 18 Batch 288/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8857, Loss: 0.0694 Epoch 18 Batch 289/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.8967, Loss: 0.0523 Epoch 18 Batch 290/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9013, Loss: 0.0761 Epoch 18 Batch 291/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.9031, Loss: 0.0816 Epoch 18 Batch 292/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9077, Loss: 0.0642 Epoch 18 Batch 293/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9062, Loss: 0.0627 Epoch 18 Batch 294/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9041, Loss: 0.0577 Epoch 18 Batch 295/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9052, Loss: 0.0743 Epoch 18 Batch 296/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9052, Loss: 0.0585 Epoch 18 Batch 297/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9052, Loss: 0.0631 Epoch 18 Batch 298/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9087, Loss: 0.0706 Epoch 18 Batch 299/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9073, Loss: 0.0647 Epoch 18 Batch 300/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9077, Loss: 0.0518 Epoch 18 Batch 301/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9066, Loss: 0.0528 Epoch 18 Batch 302/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9062, Loss: 0.0553 Epoch 18 Batch 303/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9091, Loss: 0.0653 Epoch 18 Batch 304/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9066, Loss: 0.0598 Epoch 18 Batch 305/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9034, Loss: 0.0594 Epoch 18 Batch 306/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9034, Loss: 0.0738 Epoch 18 Batch 307/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9023, Loss: 0.0588 Epoch 18 Batch 308/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8984, Loss: 0.0657 Epoch 18 Batch 309/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9087, Loss: 0.0473 Epoch 18 Batch 310/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8981, Loss: 0.0554 Epoch 18 Batch 311/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9013, Loss: 0.0540 Epoch 18 Batch 312/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9016, Loss: 0.0705 Epoch 18 Batch 313/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9002, Loss: 0.0518 Epoch 18 Batch 314/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9059, Loss: 0.0666 Epoch 18 Batch 315/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9062, Loss: 0.0492 Epoch 18 Batch 316/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9066, Loss: 0.0618 Epoch 18 Batch 317/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9002, Loss: 0.0625 Epoch 18 Batch 318/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9055, Loss: 0.0576 Epoch 18 Batch 319/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9052, Loss: 0.0705 Epoch 18 Batch 320/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9094, Loss: 0.0729 Epoch 18 Batch 321/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9038, Loss: 0.0532 Epoch 18 Batch 322/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8988, Loss: 0.0554 Epoch 18 Batch 323/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9009, Loss: 0.0607 Epoch 18 Batch 324/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8942, Loss: 0.0568 Epoch 18 Batch 325/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8860, Loss: 0.0597 Epoch 18 Batch 326/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8825, Loss: 0.0496 Epoch 18 Batch 327/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8842, Loss: 0.0729 Epoch 18 Batch 328/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8839, Loss: 0.0663 Epoch 18 Batch 329/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8945, Loss: 0.0606 Epoch 18 Batch 330/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8995, Loss: 0.0727 Epoch 18 Batch 331/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9034, Loss: 0.0602 Epoch 18 Batch 332/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9055, Loss: 0.0428 Epoch 18 Batch 333/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9087, Loss: 0.0494 Epoch 18 Batch 334/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9098, Loss: 0.0588 Epoch 18 Batch 335/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9020, Loss: 0.0569 Epoch 18 Batch 336/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9126, Loss: 0.0949 Epoch 18 Batch 337/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.9137, Loss: 0.0713 Epoch 18 Batch 338/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9091, Loss: 0.0813 Epoch 18 Batch 339/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9105, Loss: 0.0521 Epoch 18 Batch 340/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9094, Loss: 0.0587 Epoch 18 Batch 341/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9016, Loss: 0.0845 Epoch 18 Batch 342/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9094, Loss: 0.0557 Epoch 18 Batch 343/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9048, Loss: 0.0635 Epoch 18 Batch 344/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9048, Loss: 0.0569 Epoch 18 Batch 345/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9116, Loss: 0.0545 Epoch 18 Batch 346/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9116, Loss: 0.0608 Epoch 18 Batch 347/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9165, Loss: 0.0464 Epoch 18 Batch 348/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9077, Loss: 0.0582 Epoch 18 Batch 349/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9165, Loss: 0.0572 Epoch 18 Batch 350/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9137, Loss: 0.0600 Epoch 18 Batch 351/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9077, Loss: 0.0632 Epoch 18 Batch 352/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9027, Loss: 0.0520 Epoch 18 Batch 353/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.8867, Loss: 0.0694 Epoch 18 Batch 354/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8913, Loss: 0.0693 Epoch 18 Batch 355/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8857, Loss: 0.0609 Epoch 18 Batch 356/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8913, Loss: 0.0653 Epoch 18 Batch 357/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8885, Loss: 0.0573 Epoch 18 Batch 358/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.8892, Loss: 0.0661 Epoch 18 Batch 359/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8910, Loss: 0.0582 Epoch 18 Batch 360/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9066, Loss: 0.0505 Epoch 18 Batch 361/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9009, Loss: 0.0539 Epoch 18 Batch 362/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.8988, Loss: 0.0743 Epoch 18 Batch 363/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9116, Loss: 0.0720 Epoch 18 Batch 364/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9027, Loss: 0.0755 Epoch 18 Batch 365/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9048, Loss: 0.0466 Epoch 18 Batch 366/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9091, Loss: 0.0573 Epoch 18 Batch 367/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9144, Loss: 0.0577 Epoch 18 Batch 368/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8988, Loss: 0.0593 Epoch 18 Batch 369/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9041, Loss: 0.0632 Epoch 18 Batch 370/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9041, Loss: 0.0525 Epoch 18 Batch 371/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9045, Loss: 0.0588 Epoch 18 Batch 372/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9077, Loss: 0.0543 Epoch 18 Batch 373/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.8903, Loss: 0.0488 Epoch 18 Batch 374/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8899, Loss: 0.0604 Epoch 18 Batch 375/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.8842, Loss: 0.0592 Epoch 18 Batch 376/1077 - Train Accuracy: 0.9155, Validation Accuracy: 0.8867, Loss: 0.0668 Epoch 18 Batch 377/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8999, Loss: 0.0596 Epoch 18 Batch 378/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8942, Loss: 0.0491 Epoch 18 Batch 379/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8888, Loss: 0.0731 Epoch 18 Batch 380/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.8924, Loss: 0.0520 Epoch 18 Batch 381/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8984, Loss: 0.0776 Epoch 18 Batch 382/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8888, Loss: 0.0804 Epoch 18 Batch 383/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8931, Loss: 0.0620 Epoch 18 Batch 384/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8956, Loss: 0.0533 Epoch 18 Batch 385/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8864, Loss: 0.0527 Epoch 18 Batch 386/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8839, Loss: 0.0588 Epoch 18 Batch 387/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8899, Loss: 0.0595 Epoch 18 Batch 388/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8899, Loss: 0.0730 Epoch 18 Batch 389/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8999, Loss: 0.0589 Epoch 18 Batch 390/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9020, Loss: 0.0801 Epoch 18 Batch 391/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8999, Loss: 0.0674 Epoch 18 Batch 392/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9006, Loss: 0.0673 Epoch 18 Batch 393/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9020, Loss: 0.0598 Epoch 18 Batch 394/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9091, Loss: 0.0601 Epoch 18 Batch 395/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9041, Loss: 0.0566 Epoch 18 Batch 396/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9102, Loss: 0.0667 Epoch 18 Batch 397/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9119, Loss: 0.0589 Epoch 18 Batch 398/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9119, Loss: 0.0628 Epoch 18 Batch 399/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.9066, Loss: 0.0623 Epoch 18 Batch 400/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9055, Loss: 0.0637 Epoch 18 Batch 401/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8963, Loss: 0.0522 Epoch 18 Batch 402/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9016, Loss: 0.0518 Epoch 18 Batch 403/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.9031, Loss: 0.0751 Epoch 18 Batch 404/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9031, Loss: 0.0578 Epoch 18 Batch 405/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.8977, Loss: 0.0667 Epoch 18 Batch 406/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.8974, Loss: 0.0515 Epoch 18 Batch 407/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8995, Loss: 0.0659 Epoch 18 Batch 408/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8974, Loss: 0.0676 Epoch 18 Batch 409/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8945, Loss: 0.0660 Epoch 18 Batch 410/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8995, Loss: 0.0718 Epoch 18 Batch 411/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8988, Loss: 0.0611 Epoch 18 Batch 412/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8999, Loss: 0.0569 Epoch 18 Batch 413/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8974, Loss: 0.0573 Epoch 18 Batch 414/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8938, Loss: 0.0579 Epoch 18 Batch 415/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8952, Loss: 0.0776 Epoch 18 Batch 416/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8967, Loss: 0.0636 Epoch 18 Batch 417/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9070, Loss: 0.0827 Epoch 18 Batch 418/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9084, Loss: 0.0606 Epoch 18 Batch 419/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9084, Loss: 0.0495 Epoch 18 Batch 420/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9041, Loss: 0.0520 Epoch 18 Batch 421/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9048, Loss: 0.0803 Epoch 18 Batch 422/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9045, Loss: 0.0547 Epoch 18 Batch 423/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8984, Loss: 0.0664 Epoch 18 Batch 424/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8977, Loss: 0.0575 Epoch 18 Batch 425/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8960, Loss: 0.0509 Epoch 18 Batch 426/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9023, Loss: 0.0717 Epoch 18 Batch 427/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.9023, Loss: 0.0497 Epoch 18 Batch 428/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8977, Loss: 0.0514 Epoch 18 Batch 429/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.8974, Loss: 0.0539 Epoch 18 Batch 430/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8974, Loss: 0.0578 Epoch 18 Batch 431/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8956, Loss: 0.0499 Epoch 18 Batch 432/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8952, Loss: 0.0624 Epoch 18 Batch 433/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9016, Loss: 0.0593 Epoch 18 Batch 434/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9041, Loss: 0.0644 Epoch 18 Batch 435/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9041, Loss: 0.0599 Epoch 18 Batch 436/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9041, Loss: 0.0614 Epoch 18 Batch 437/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9041, Loss: 0.0507 Epoch 18 Batch 438/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8974, Loss: 0.0549 Epoch 18 Batch 439/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9045, Loss: 0.0664 Epoch 18 Batch 440/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9041, Loss: 0.0781 Epoch 18 Batch 441/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9038, Loss: 0.0639 Epoch 18 Batch 442/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9016, Loss: 0.0609 Epoch 18 Batch 443/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8970, Loss: 0.0585 Epoch 18 Batch 444/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8984, Loss: 0.0617 Epoch 18 Batch 445/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.9031, Loss: 0.0666 Epoch 18 Batch 446/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9016, Loss: 0.0529 Epoch 18 Batch 447/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9077, Loss: 0.0647 Epoch 18 Batch 448/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9148, Loss: 0.0719 Epoch 18 Batch 449/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9031, Loss: 0.0712 Epoch 18 Batch 450/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.9027, Loss: 0.0679 Epoch 18 Batch 451/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9055, Loss: 0.0585 Epoch 18 Batch 452/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9055, Loss: 0.0570 Epoch 18 Batch 453/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9048, Loss: 0.0556 Epoch 18 Batch 454/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9066, Loss: 0.0796 Epoch 18 Batch 455/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9048, Loss: 0.0573 Epoch 18 Batch 456/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9006, Loss: 0.0645 Epoch 18 Batch 457/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9009, Loss: 0.0526 Epoch 18 Batch 458/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9027, Loss: 0.0679 Epoch 18 Batch 459/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9073, Loss: 0.0590 Epoch 18 Batch 460/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9073, Loss: 0.0621 Epoch 18 Batch 461/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9119, Loss: 0.0567 Epoch 18 Batch 462/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9169, Loss: 0.0679 Epoch 18 Batch 463/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9165, Loss: 0.0581 Epoch 18 Batch 464/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9137, Loss: 0.0568 Epoch 18 Batch 465/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9112, Loss: 0.0774 Epoch 18 Batch 466/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9158, Loss: 0.0549 Epoch 18 Batch 467/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9176, Loss: 0.0728 Epoch 18 Batch 468/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9155, Loss: 0.0626 Epoch 18 Batch 469/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9119, Loss: 0.0561 Epoch 18 Batch 470/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9134, Loss: 0.0609 Epoch 18 Batch 471/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9180, Loss: 0.0463 Epoch 18 Batch 472/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9130, Loss: 0.0506 Epoch 18 Batch 473/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9130, Loss: 0.0604 Epoch 18 Batch 474/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9119, Loss: 0.0599 Epoch 18 Batch 475/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9126, Loss: 0.0622 Epoch 18 Batch 476/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.9130, Loss: 0.0476 Epoch 18 Batch 477/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9126, Loss: 0.0576 Epoch 18 Batch 478/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9105, Loss: 0.0583 Epoch 18 Batch 479/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.9105, Loss: 0.0711 Epoch 18 Batch 480/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9123, Loss: 0.0606 Epoch 18 Batch 481/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9119, Loss: 0.0545 Epoch 18 Batch 482/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9077, Loss: 0.0745 Epoch 18 Batch 483/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9077, Loss: 0.0682 Epoch 18 Batch 484/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9013, Loss: 0.0628 Epoch 18 Batch 485/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9062, Loss: 0.0618 Epoch 18 Batch 486/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9045, Loss: 0.0497 Epoch 18 Batch 487/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8995, Loss: 0.0599 Epoch 18 Batch 488/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.8970, Loss: 0.0488 Epoch 18 Batch 489/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9020, Loss: 0.0495 Epoch 18 Batch 490/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9080, Loss: 0.0567 Epoch 18 Batch 491/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9197, Loss: 0.0770 Epoch 18 Batch 492/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9165, Loss: 0.0618 Epoch 18 Batch 493/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9116, Loss: 0.0501 Epoch 18 Batch 494/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9144, Loss: 0.0472 Epoch 18 Batch 495/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9137, Loss: 0.0531 Epoch 18 Batch 496/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9137, Loss: 0.0582 Epoch 18 Batch 497/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9084, Loss: 0.0562 Epoch 18 Batch 498/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9084, Loss: 0.0572 Epoch 18 Batch 499/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9173, Loss: 0.0536 Epoch 18 Batch 500/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9137, Loss: 0.0489 Epoch 18 Batch 501/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9194, Loss: 0.0528 Epoch 18 Batch 502/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9169, Loss: 0.0643 Epoch 18 Batch 503/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9137, Loss: 0.0495 Epoch 18 Batch 504/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9162, Loss: 0.0565 Epoch 18 Batch 505/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9112, Loss: 0.0475 Epoch 18 Batch 506/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9098, Loss: 0.0618 Epoch 18 Batch 507/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.9027, Loss: 0.0683 Epoch 18 Batch 508/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9052, Loss: 0.0511 Epoch 18 Batch 509/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8984, Loss: 0.0605 Epoch 18 Batch 510/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9034, Loss: 0.0608 Epoch 18 Batch 511/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9041, Loss: 0.0619 Epoch 18 Batch 512/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9041, Loss: 0.0457 Epoch 18 Batch 513/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9091, Loss: 0.0595 Epoch 18 Batch 514/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9027, Loss: 0.0614 Epoch 18 Batch 515/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9045, Loss: 0.0678 Epoch 18 Batch 516/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9013, Loss: 0.0589 Epoch 18 Batch 517/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.9073, Loss: 0.0598 Epoch 18 Batch 518/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9176, Loss: 0.0538 Epoch 18 Batch 519/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9091, Loss: 0.0554 Epoch 18 Batch 520/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9116, Loss: 0.0547 Epoch 18 Batch 521/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9041, Loss: 0.0600 Epoch 18 Batch 522/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.9020, Loss: 0.0718 Epoch 18 Batch 523/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9020, Loss: 0.0614 Epoch 18 Batch 524/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9151, Loss: 0.0641 Epoch 18 Batch 525/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9205, Loss: 0.0540 Epoch 18 Batch 526/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9176, Loss: 0.0536 Epoch 18 Batch 527/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9233, Loss: 0.0591 Epoch 18 Batch 528/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9183, Loss: 0.0584 Epoch 18 Batch 529/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9169, Loss: 0.0545 Epoch 18 Batch 530/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9229, Loss: 0.0595 Epoch 18 Batch 531/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9226, Loss: 0.0641 Epoch 18 Batch 532/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9205, Loss: 0.0729 Epoch 18 Batch 533/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9190, Loss: 0.0623 Epoch 18 Batch 534/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.9173, Loss: 0.0658 Epoch 18 Batch 535/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9197, Loss: 0.0611 Epoch 18 Batch 536/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9247, Loss: 0.0650 Epoch 18 Batch 537/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9254, Loss: 0.0540 Epoch 18 Batch 538/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9194, Loss: 0.0472 Epoch 18 Batch 539/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9180, Loss: 0.0680 Epoch 18 Batch 540/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9137, Loss: 0.0519 Epoch 18 Batch 541/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9070, Loss: 0.0567 Epoch 18 Batch 542/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.9041, Loss: 0.0571 Epoch 18 Batch 543/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9006, Loss: 0.0563 Epoch 18 Batch 544/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9027, Loss: 0.0439 Epoch 18 Batch 545/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9048, Loss: 0.0636 Epoch 18 Batch 546/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9073, Loss: 0.0645 Epoch 18 Batch 547/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9031, Loss: 0.0505 Epoch 18 Batch 548/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9027, Loss: 0.0704 Epoch 18 Batch 549/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.9077, Loss: 0.0742 Epoch 18 Batch 550/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9077, Loss: 0.0586 Epoch 18 Batch 551/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9130, Loss: 0.0686 Epoch 18 Batch 552/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9073, Loss: 0.0692 Epoch 18 Batch 553/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9087, Loss: 0.0699 Epoch 18 Batch 554/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9013, Loss: 0.0574 Epoch 18 Batch 555/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9009, Loss: 0.0562 Epoch 18 Batch 556/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8960, Loss: 0.0498 Epoch 18 Batch 557/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8981, Loss: 0.0561 Epoch 18 Batch 558/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9013, Loss: 0.0482 Epoch 18 Batch 559/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9048, Loss: 0.0586 Epoch 18 Batch 560/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8999, Loss: 0.0609 Epoch 18 Batch 561/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.8999, Loss: 0.0544 Epoch 18 Batch 562/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8945, Loss: 0.0517 Epoch 18 Batch 563/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8942, Loss: 0.0637 Epoch 18 Batch 564/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9073, Loss: 0.0698 Epoch 18 Batch 565/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9141, Loss: 0.0692 Epoch 18 Batch 566/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9070, Loss: 0.0686 Epoch 18 Batch 567/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9070, Loss: 0.0580 Epoch 18 Batch 568/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9080, Loss: 0.0623 Epoch 18 Batch 569/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8984, Loss: 0.0627 Epoch 18 Batch 570/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8995, Loss: 0.0661 Epoch 18 Batch 571/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.8995, Loss: 0.0516 Epoch 18 Batch 572/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8995, Loss: 0.0593 Epoch 18 Batch 573/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8995, Loss: 0.0791 Epoch 18 Batch 574/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9006, Loss: 0.0595 Epoch 18 Batch 575/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9009, Loss: 0.0505 Epoch 18 Batch 576/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8970, Loss: 0.0540 Epoch 18 Batch 577/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8960, Loss: 0.0546 Epoch 18 Batch 578/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8960, Loss: 0.0555 Epoch 18 Batch 579/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.9002, Loss: 0.0598 Epoch 18 Batch 580/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8995, Loss: 0.0487 Epoch 18 Batch 581/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9087, Loss: 0.0482 Epoch 18 Batch 582/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9091, Loss: 0.0521 Epoch 18 Batch 583/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9052, Loss: 0.0669 Epoch 18 Batch 584/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.8952, Loss: 0.0603 Epoch 18 Batch 585/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9013, Loss: 0.0459 Epoch 18 Batch 586/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9031, Loss: 0.0508 Epoch 18 Batch 587/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9073, Loss: 0.0583 Epoch 18 Batch 588/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9055, Loss: 0.0547 Epoch 18 Batch 589/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9070, Loss: 0.0562 Epoch 18 Batch 590/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.9077, Loss: 0.0658 Epoch 18 Batch 591/1077 - Train Accuracy: 0.9162, Validation Accuracy: 0.9080, Loss: 0.0572 Epoch 18 Batch 592/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8970, Loss: 0.0660 Epoch 18 Batch 593/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8913, Loss: 0.0714 Epoch 18 Batch 594/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8860, Loss: 0.0659 Epoch 18 Batch 595/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8906, Loss: 0.0536 Epoch 18 Batch 596/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9009, Loss: 0.0602 Epoch 18 Batch 597/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8931, Loss: 0.0575 Epoch 18 Batch 598/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8999, Loss: 0.0612 Epoch 18 Batch 599/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.9048, Loss: 0.0869 Epoch 18 Batch 600/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9070, Loss: 0.0628 Epoch 18 Batch 601/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9077, Loss: 0.0636 Epoch 18 Batch 602/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9098, Loss: 0.0645 Epoch 18 Batch 603/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9080, Loss: 0.0646 Epoch 18 Batch 604/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9020, Loss: 0.0755 Epoch 18 Batch 605/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.8956, Loss: 0.0726 Epoch 18 Batch 606/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8903, Loss: 0.0514 Epoch 18 Batch 607/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8945, Loss: 0.0638 Epoch 18 Batch 608/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8917, Loss: 0.0700 Epoch 18 Batch 609/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9045, Loss: 0.0642 Epoch 18 Batch 610/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.9091, Loss: 0.0749 Epoch 18 Batch 611/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9038, Loss: 0.0637 Epoch 18 Batch 612/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.8903, Loss: 0.0483 Epoch 18 Batch 613/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8974, Loss: 0.0767 Epoch 18 Batch 614/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8931, Loss: 0.0642 Epoch 18 Batch 615/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8995, Loss: 0.0505 Epoch 18 Batch 616/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8920, Loss: 0.0596 Epoch 18 Batch 617/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8974, Loss: 0.0624 Epoch 18 Batch 618/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8974, Loss: 0.0636 Epoch 18 Batch 619/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9059, Loss: 0.0479 Epoch 18 Batch 620/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8917, Loss: 0.0539 Epoch 18 Batch 621/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8924, Loss: 0.0588 Epoch 18 Batch 622/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.8963, Loss: 0.0622 Epoch 18 Batch 623/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9084, Loss: 0.0652 Epoch 18 Batch 624/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8984, Loss: 0.0593 Epoch 18 Batch 625/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9009, Loss: 0.0588 Epoch 18 Batch 626/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9048, Loss: 0.0531 Epoch 18 Batch 627/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9048, Loss: 0.0555 Epoch 18 Batch 628/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9045, Loss: 0.0597 Epoch 18 Batch 629/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9048, Loss: 0.0625 Epoch 18 Batch 630/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9105, Loss: 0.0567 Epoch 18 Batch 631/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9134, Loss: 0.0640 Epoch 18 Batch 632/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9130, Loss: 0.0558 Epoch 18 Batch 633/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9023, Loss: 0.0568 Epoch 18 Batch 634/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8967, Loss: 0.0479 Epoch 18 Batch 635/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8984, Loss: 0.0670 Epoch 18 Batch 636/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9034, Loss: 0.0570 Epoch 18 Batch 637/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9109, Loss: 0.0638 Epoch 18 Batch 638/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9048, Loss: 0.0522 Epoch 18 Batch 639/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9031, Loss: 0.0684 Epoch 18 Batch 640/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9038, Loss: 0.0515 Epoch 18 Batch 641/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9062, Loss: 0.0542 Epoch 18 Batch 642/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9066, Loss: 0.0536 Epoch 18 Batch 643/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9084, Loss: 0.0514 Epoch 18 Batch 644/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9098, Loss: 0.0583 Epoch 18 Batch 645/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9151, Loss: 0.0582 Epoch 18 Batch 646/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9158, Loss: 0.0518 Epoch 18 Batch 647/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9080, Loss: 0.0675 Epoch 18 Batch 648/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8967, Loss: 0.0477 Epoch 18 Batch 649/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8960, Loss: 0.0619 Epoch 18 Batch 650/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8945, Loss: 0.0541 Epoch 18 Batch 651/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8935, Loss: 0.0602 Epoch 18 Batch 652/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8949, Loss: 0.0603 Epoch 18 Batch 653/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9062, Loss: 0.0673 Epoch 18 Batch 654/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9087, Loss: 0.0567 Epoch 18 Batch 655/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.9084, Loss: 0.0776 Epoch 18 Batch 656/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9070, Loss: 0.0573 Epoch 18 Batch 657/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.8885, Loss: 0.0622 Epoch 18 Batch 658/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8949, Loss: 0.0443 Epoch 18 Batch 659/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9045, Loss: 0.0674 Epoch 18 Batch 660/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9098, Loss: 0.0584 Epoch 18 Batch 661/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9023, Loss: 0.0606 Epoch 18 Batch 662/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8974, Loss: 0.0509 Epoch 18 Batch 663/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9034, Loss: 0.0505 Epoch 18 Batch 664/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8917, Loss: 0.0641 Epoch 18 Batch 665/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8967, Loss: 0.0524 Epoch 18 Batch 666/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8942, Loss: 0.0588 Epoch 18 Batch 667/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8949, Loss: 0.0637 Epoch 18 Batch 668/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8984, Loss: 0.0530 Epoch 18 Batch 669/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8981, Loss: 0.0528 Epoch 18 Batch 670/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.8899, Loss: 0.0567 Epoch 18 Batch 671/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8938, Loss: 0.0661 Epoch 18 Batch 672/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8888, Loss: 0.0534 Epoch 18 Batch 673/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8835, Loss: 0.0636 Epoch 18 Batch 674/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.8842, Loss: 0.0565 Epoch 18 Batch 675/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.8970, Loss: 0.0607 Epoch 18 Batch 676/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.9023, Loss: 0.0520 Epoch 18 Batch 677/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9009, Loss: 0.0714 Epoch 18 Batch 678/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9009, Loss: 0.0513 Epoch 18 Batch 679/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9013, Loss: 0.0596 Epoch 18 Batch 680/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9006, Loss: 0.0641 Epoch 18 Batch 681/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9066, Loss: 0.0536 Epoch 18 Batch 682/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.9066, Loss: 0.0648 Epoch 18 Batch 683/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9091, Loss: 0.0546 Epoch 18 Batch 684/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9109, Loss: 0.0495 Epoch 18 Batch 685/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9102, Loss: 0.0646 Epoch 18 Batch 686/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9084, Loss: 0.0503 Epoch 18 Batch 687/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9130, Loss: 0.0614 Epoch 18 Batch 688/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9134, Loss: 0.0547 Epoch 18 Batch 689/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9102, Loss: 0.0482 Epoch 18 Batch 690/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9077, Loss: 0.0592 Epoch 18 Batch 691/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9077, Loss: 0.0610 Epoch 18 Batch 692/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9045, Loss: 0.0494 Epoch 18 Batch 693/1077 - Train Accuracy: 0.8845, Validation Accuracy: 0.9013, Loss: 0.0843 Epoch 18 Batch 694/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8991, Loss: 0.0588 Epoch 18 Batch 695/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9016, Loss: 0.0530 Epoch 18 Batch 696/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.8981, Loss: 0.0639 Epoch 18 Batch 697/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8981, Loss: 0.0502 Epoch 18 Batch 698/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9006, Loss: 0.0538 Epoch 18 Batch 699/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9045, Loss: 0.0537 Epoch 18 Batch 700/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9062, Loss: 0.0501 Epoch 18 Batch 701/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9130, Loss: 0.0676 Epoch 18 Batch 702/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9123, Loss: 0.0742 Epoch 18 Batch 703/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9173, Loss: 0.0584 Epoch 18 Batch 704/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9134, Loss: 0.0732 Epoch 18 Batch 705/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9123, Loss: 0.0669 Epoch 18 Batch 706/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.9059, Loss: 0.0724 Epoch 18 Batch 707/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9066, Loss: 0.0675 Epoch 18 Batch 708/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9084, Loss: 0.0585 Epoch 18 Batch 709/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9052, Loss: 0.0757 Epoch 18 Batch 710/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8995, Loss: 0.0485 Epoch 18 Batch 711/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9066, Loss: 0.0705 Epoch 18 Batch 712/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9062, Loss: 0.0547 Epoch 18 Batch 713/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9059, Loss: 0.0556 Epoch 18 Batch 714/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9023, Loss: 0.0629 Epoch 18 Batch 715/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9006, Loss: 0.0615 Epoch 18 Batch 716/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.8920, Loss: 0.0496 Epoch 18 Batch 717/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.8967, Loss: 0.0539 Epoch 18 Batch 718/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8942, Loss: 0.0582 Epoch 18 Batch 719/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8938, Loss: 0.0602 Epoch 18 Batch 720/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8970, Loss: 0.0651 Epoch 18 Batch 721/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9055, Loss: 0.0639 Epoch 18 Batch 722/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9052, Loss: 0.0468 Epoch 18 Batch 723/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9048, Loss: 0.0656 Epoch 18 Batch 724/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9070, Loss: 0.0569 Epoch 18 Batch 725/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9045, Loss: 0.0476 Epoch 18 Batch 726/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8977, Loss: 0.0604 Epoch 18 Batch 727/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8999, Loss: 0.0544 Epoch 18 Batch 728/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8995, Loss: 0.0742 Epoch 18 Batch 729/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8977, Loss: 0.0694 Epoch 18 Batch 730/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8970, Loss: 0.0754 Epoch 18 Batch 731/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9116, Loss: 0.0617 Epoch 18 Batch 732/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.9180, Loss: 0.0663 Epoch 18 Batch 733/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9183, Loss: 0.0646 Epoch 18 Batch 734/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9162, Loss: 0.0667 Epoch 18 Batch 735/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9162, Loss: 0.0516 Epoch 18 Batch 736/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9162, Loss: 0.0500 Epoch 18 Batch 737/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9226, Loss: 0.0642 Epoch 18 Batch 738/1077 - Train Accuracy: 0.9294, Validation Accuracy: 0.9222, Loss: 0.0424 Epoch 18 Batch 739/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9208, Loss: 0.0567 Epoch 18 Batch 740/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9141, Loss: 0.0454 Epoch 18 Batch 741/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9180, Loss: 0.0655 Epoch 18 Batch 742/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9173, Loss: 0.0561 Epoch 18 Batch 743/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9183, Loss: 0.0591 Epoch 18 Batch 744/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9190, Loss: 0.0569 Epoch 18 Batch 745/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9123, Loss: 0.0620 Epoch 18 Batch 746/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8991, Loss: 0.0560 Epoch 18 Batch 747/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9002, Loss: 0.0485 Epoch 18 Batch 748/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8974, Loss: 0.0486 Epoch 18 Batch 749/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9052, Loss: 0.0606 Epoch 18 Batch 750/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9094, Loss: 0.0564 Epoch 18 Batch 751/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9013, Loss: 0.0585 Epoch 18 Batch 752/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.9016, Loss: 0.0570 Epoch 18 Batch 753/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8945, Loss: 0.0544 Epoch 18 Batch 754/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8885, Loss: 0.0669 Epoch 18 Batch 755/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8945, Loss: 0.0684 Epoch 18 Batch 756/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8942, Loss: 0.0575 Epoch 18 Batch 757/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8917, Loss: 0.0687 Epoch 18 Batch 758/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8960, Loss: 0.0458 Epoch 18 Batch 759/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.8988, Loss: 0.0511 Epoch 18 Batch 760/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9102, Loss: 0.0649 Epoch 18 Batch 761/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9013, Loss: 0.0594 Epoch 18 Batch 762/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8988, Loss: 0.0553 Epoch 18 Batch 763/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8984, Loss: 0.0583 Epoch 18 Batch 764/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9052, Loss: 0.0562 Epoch 18 Batch 765/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9084, Loss: 0.0644 Epoch 18 Batch 766/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9048, Loss: 0.0665 Epoch 18 Batch 767/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9080, Loss: 0.0556 Epoch 18 Batch 768/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9137, Loss: 0.0547 Epoch 18 Batch 769/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9091, Loss: 0.0593 Epoch 18 Batch 770/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.9148, Loss: 0.0574 Epoch 18 Batch 771/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9194, Loss: 0.0616 Epoch 18 Batch 772/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9080, Loss: 0.0535 Epoch 18 Batch 773/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9080, Loss: 0.0532 Epoch 18 Batch 774/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9098, Loss: 0.0639 Epoch 18 Batch 775/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9109, Loss: 0.0590 Epoch 18 Batch 776/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9038, Loss: 0.0517 Epoch 18 Batch 777/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9013, Loss: 0.0568 Epoch 18 Batch 778/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9031, Loss: 0.0553 Epoch 18 Batch 779/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8995, Loss: 0.0557 Epoch 18 Batch 780/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9041, Loss: 0.0774 Epoch 18 Batch 781/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9080, Loss: 0.0444 Epoch 18 Batch 782/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9034, Loss: 0.0509 Epoch 18 Batch 783/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9119, Loss: 0.0657 Epoch 18 Batch 784/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9162, Loss: 0.0423 Epoch 18 Batch 785/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9134, Loss: 0.0523 Epoch 18 Batch 786/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9084, Loss: 0.0549 Epoch 18 Batch 787/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8974, Loss: 0.0563 Epoch 18 Batch 788/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8977, Loss: 0.0552 Epoch 18 Batch 789/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8938, Loss: 0.0593 Epoch 18 Batch 790/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8960, Loss: 0.0647 Epoch 18 Batch 791/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8970, Loss: 0.0701 Epoch 18 Batch 792/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9080, Loss: 0.0631 Epoch 18 Batch 793/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9098, Loss: 0.0620 Epoch 18 Batch 794/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9094, Loss: 0.0556 Epoch 18 Batch 795/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9169, Loss: 0.0657 Epoch 18 Batch 796/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9151, Loss: 0.0598 Epoch 18 Batch 797/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9070, Loss: 0.0551 Epoch 18 Batch 798/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9009, Loss: 0.0588 Epoch 18 Batch 799/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8924, Loss: 0.0742 Epoch 18 Batch 800/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9027, Loss: 0.0500 Epoch 18 Batch 801/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8988, Loss: 0.0586 Epoch 18 Batch 802/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8991, Loss: 0.0633 Epoch 18 Batch 803/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9091, Loss: 0.0567 Epoch 18 Batch 804/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9006, Loss: 0.0509 Epoch 18 Batch 805/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9006, Loss: 0.0627 Epoch 18 Batch 806/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8977, Loss: 0.0506 Epoch 18 Batch 807/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8956, Loss: 0.0475 Epoch 18 Batch 808/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0754 Epoch 18 Batch 809/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9009, Loss: 0.0818 Epoch 18 Batch 810/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.9048, Loss: 0.0556 Epoch 18 Batch 811/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9062, Loss: 0.0565 Epoch 18 Batch 812/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9020, Loss: 0.0647 Epoch 18 Batch 813/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9016, Loss: 0.0579 Epoch 18 Batch 814/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8952, Loss: 0.0663 Epoch 18 Batch 815/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8991, Loss: 0.0588 Epoch 18 Batch 816/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9059, Loss: 0.0646 Epoch 18 Batch 817/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9098, Loss: 0.0590 Epoch 18 Batch 818/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9119, Loss: 0.0583 Epoch 18 Batch 819/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9119, Loss: 0.0543 Epoch 18 Batch 820/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9144, Loss: 0.0552 Epoch 18 Batch 821/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9162, Loss: 0.0552 Epoch 18 Batch 822/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9141, Loss: 0.0573 Epoch 18 Batch 823/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9141, Loss: 0.0519 Epoch 18 Batch 824/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9119, Loss: 0.0630 Epoch 18 Batch 825/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9094, Loss: 0.0546 Epoch 18 Batch 826/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9041, Loss: 0.0543 Epoch 18 Batch 827/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9016, Loss: 0.0595 Epoch 18 Batch 828/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9013, Loss: 0.0464 Epoch 18 Batch 829/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.9013, Loss: 0.0696 Epoch 18 Batch 830/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.9020, Loss: 0.0659 Epoch 18 Batch 831/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.9105, Loss: 0.0601 Epoch 18 Batch 832/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9077, Loss: 0.0531 Epoch 18 Batch 833/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9070, Loss: 0.0606 Epoch 18 Batch 834/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9087, Loss: 0.0607 Epoch 18 Batch 835/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9013, Loss: 0.0669 Epoch 18 Batch 836/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0610 Epoch 18 Batch 837/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9062, Loss: 0.0718 Epoch 18 Batch 838/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9087, Loss: 0.0566 Epoch 18 Batch 839/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9045, Loss: 0.0523 Epoch 18 Batch 840/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9041, Loss: 0.0539 Epoch 18 Batch 841/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9002, Loss: 0.0716 Epoch 18 Batch 842/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9031, Loss: 0.0559 Epoch 18 Batch 843/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9062, Loss: 0.0542 Epoch 18 Batch 844/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9073, Loss: 0.0538 Epoch 18 Batch 845/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9066, Loss: 0.0539 Epoch 18 Batch 846/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9052, Loss: 0.0737 Epoch 18 Batch 847/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9158, Loss: 0.0657 Epoch 18 Batch 848/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9048, Loss: 0.0482 Epoch 18 Batch 849/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9066, Loss: 0.0448 Epoch 18 Batch 850/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9162, Loss: 0.0784 Epoch 18 Batch 851/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9141, Loss: 0.0632 Epoch 18 Batch 852/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9137, Loss: 0.0760 Epoch 18 Batch 853/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9219, Loss: 0.0576 Epoch 18 Batch 854/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9102, Loss: 0.0682 Epoch 18 Batch 855/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9197, Loss: 0.0667 Epoch 18 Batch 856/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9155, Loss: 0.0608 Epoch 18 Batch 857/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8952, Loss: 0.0569 Epoch 18 Batch 858/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8910, Loss: 0.0569 Epoch 18 Batch 859/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9016, Loss: 0.0618 Epoch 18 Batch 860/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8974, Loss: 0.0583 Epoch 18 Batch 861/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8920, Loss: 0.0593 Epoch 18 Batch 862/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8938, Loss: 0.0621 Epoch 18 Batch 863/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8938, Loss: 0.0536 Epoch 18 Batch 864/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8888, Loss: 0.0594 Epoch 18 Batch 865/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9045, Loss: 0.0575 Epoch 18 Batch 866/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9045, Loss: 0.0618 Epoch 18 Batch 867/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9041, Loss: 0.1128 Epoch 18 Batch 868/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9105, Loss: 0.0612 Epoch 18 Batch 869/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9062, Loss: 0.0587 Epoch 18 Batch 870/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.9031, Loss: 0.0658 Epoch 18 Batch 871/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9013, Loss: 0.0479 Epoch 18 Batch 872/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9009, Loss: 0.0575 Epoch 18 Batch 873/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9023, Loss: 0.0608 Epoch 18 Batch 874/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9055, Loss: 0.0627 Epoch 18 Batch 875/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9052, Loss: 0.0598 Epoch 18 Batch 876/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8999, Loss: 0.0526 Epoch 18 Batch 877/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8999, Loss: 0.0533 Epoch 18 Batch 878/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9087, Loss: 0.0596 Epoch 18 Batch 879/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9052, Loss: 0.0459 Epoch 18 Batch 880/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9059, Loss: 0.0678 Epoch 18 Batch 881/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9027, Loss: 0.0611 Epoch 18 Batch 882/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8935, Loss: 0.0676 Epoch 18 Batch 883/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8981, Loss: 0.0806 Epoch 18 Batch 884/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8977, Loss: 0.0562 Epoch 18 Batch 885/1077 - Train Accuracy: 0.9279, Validation Accuracy: 0.8981, Loss: 0.0485 Epoch 18 Batch 886/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9070, Loss: 0.0562 Epoch 18 Batch 887/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9073, Loss: 0.0729 Epoch 18 Batch 888/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9102, Loss: 0.0610 Epoch 18 Batch 889/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9102, Loss: 0.0609 Epoch 18 Batch 890/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9151, Loss: 0.0589 Epoch 18 Batch 891/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9130, Loss: 0.0545 Epoch 18 Batch 892/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9119, Loss: 0.0490 Epoch 18 Batch 893/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9034, Loss: 0.0624 Epoch 18 Batch 894/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9020, Loss: 0.0550 Epoch 18 Batch 895/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9041, Loss: 0.0563 Epoch 18 Batch 896/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8942, Loss: 0.0593 Epoch 18 Batch 897/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.8860, Loss: 0.0496 Epoch 18 Batch 898/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8935, Loss: 0.0543 Epoch 18 Batch 899/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8974, Loss: 0.0650 Epoch 18 Batch 900/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8913, Loss: 0.0616 Epoch 18 Batch 901/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9062, Loss: 0.0725 Epoch 18 Batch 902/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9070, Loss: 0.0700 Epoch 18 Batch 903/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9169, Loss: 0.0534 Epoch 18 Batch 904/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9087, Loss: 0.0530 Epoch 18 Batch 905/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9112, Loss: 0.0516 Epoch 18 Batch 906/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9144, Loss: 0.0503 Epoch 18 Batch 907/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0580 Epoch 18 Batch 908/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9187, Loss: 0.0662 Epoch 18 Batch 909/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9144, Loss: 0.0662 Epoch 18 Batch 910/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9134, Loss: 0.0630 Epoch 18 Batch 911/1077 - Train Accuracy: 0.9162, Validation Accuracy: 0.9073, Loss: 0.0761 Epoch 18 Batch 912/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9091, Loss: 0.0554 Epoch 18 Batch 913/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9084, Loss: 0.0731 Epoch 18 Batch 914/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9109, Loss: 0.0932 Epoch 18 Batch 915/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.9300, Loss: 0.0502 Epoch 18 Batch 916/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9244, Loss: 0.0623 Epoch 18 Batch 917/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9244, Loss: 0.0545 Epoch 18 Batch 918/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9183, Loss: 0.0559 Epoch 18 Batch 919/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9237, Loss: 0.0483 Epoch 18 Batch 920/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9261, Loss: 0.0560 Epoch 18 Batch 921/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9268, Loss: 0.0622 Epoch 18 Batch 922/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9148, Loss: 0.0610 Epoch 18 Batch 923/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9165, Loss: 0.0471 Epoch 18 Batch 924/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9034, Loss: 0.0719 Epoch 18 Batch 925/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9087, Loss: 0.0481 Epoch 18 Batch 926/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9020, Loss: 0.0633 Epoch 18 Batch 927/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9023, Loss: 0.0663 Epoch 18 Batch 928/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9038, Loss: 0.0537 Epoch 18 Batch 929/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9002, Loss: 0.0582 Epoch 18 Batch 930/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9016, Loss: 0.0483 Epoch 18 Batch 931/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9119, Loss: 0.0596 Epoch 18 Batch 932/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9119, Loss: 0.0533 Epoch 18 Batch 933/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9119, Loss: 0.0548 Epoch 18 Batch 934/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9105, Loss: 0.0501 Epoch 18 Batch 935/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9087, Loss: 0.0540 Epoch 18 Batch 936/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9087, Loss: 0.0623 Epoch 18 Batch 937/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.8977, Loss: 0.0713 Epoch 18 Batch 938/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8942, Loss: 0.0633 Epoch 18 Batch 939/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8999, Loss: 0.0668 Epoch 18 Batch 940/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8974, Loss: 0.0475 Epoch 18 Batch 941/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.8984, Loss: 0.0487 Epoch 18 Batch 942/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8942, Loss: 0.0649 Epoch 18 Batch 943/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9066, Loss: 0.0557 Epoch 18 Batch 944/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9020, Loss: 0.0495 Epoch 18 Batch 945/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.8970, Loss: 0.0427 Epoch 18 Batch 946/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.8920, Loss: 0.0491 Epoch 18 Batch 947/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.8917, Loss: 0.0668 Epoch 18 Batch 948/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8892, Loss: 0.0586 Epoch 18 Batch 949/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.8874, Loss: 0.0450 Epoch 18 Batch 950/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8949, Loss: 0.0508 Epoch 18 Batch 951/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.9031, Loss: 0.0645 Epoch 18 Batch 952/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9031, Loss: 0.0435 Epoch 18 Batch 953/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8977, Loss: 0.0461 Epoch 18 Batch 954/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8928, Loss: 0.0625 Epoch 18 Batch 955/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8935, Loss: 0.0658 Epoch 18 Batch 956/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9077, Loss: 0.0578 Epoch 18 Batch 957/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9119, Loss: 0.0451 Epoch 18 Batch 958/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9123, Loss: 0.0627 Epoch 18 Batch 959/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9116, Loss: 0.0650 Epoch 18 Batch 960/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9116, Loss: 0.0565 Epoch 18 Batch 961/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9109, Loss: 0.0492 Epoch 18 Batch 962/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9105, Loss: 0.0531 Epoch 18 Batch 963/1077 - Train Accuracy: 0.9188, Validation Accuracy: 0.9045, Loss: 0.0700 Epoch 18 Batch 964/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8981, Loss: 0.0478 Epoch 18 Batch 965/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8981, Loss: 0.0700 Epoch 18 Batch 966/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9098, Loss: 0.0455 Epoch 18 Batch 967/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9098, Loss: 0.0640 Epoch 18 Batch 968/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9116, Loss: 0.0731 Epoch 18 Batch 969/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9116, Loss: 0.0673 Epoch 18 Batch 970/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9165, Loss: 0.0564 Epoch 18 Batch 971/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9112, Loss: 0.0654 Epoch 18 Batch 972/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9134, Loss: 0.0588 Epoch 18 Batch 973/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9116, Loss: 0.0447 Epoch 18 Batch 974/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9077, Loss: 0.0506 Epoch 18 Batch 975/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9034, Loss: 0.0559 Epoch 18 Batch 976/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8981, Loss: 0.0508 Epoch 18 Batch 977/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9066, Loss: 0.0475 Epoch 18 Batch 978/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9023, Loss: 0.0591 Epoch 18 Batch 979/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9006, Loss: 0.0556 Epoch 18 Batch 980/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9006, Loss: 0.0595 Epoch 18 Batch 981/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8988, Loss: 0.0608 Epoch 18 Batch 982/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8988, Loss: 0.0608 Epoch 18 Batch 983/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8931, Loss: 0.0632 Epoch 18 Batch 984/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8928, Loss: 0.0605 Epoch 18 Batch 985/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8938, Loss: 0.0514 Epoch 18 Batch 986/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8991, Loss: 0.0548 Epoch 18 Batch 987/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8984, Loss: 0.0508 Epoch 18 Batch 988/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9041, Loss: 0.0656 Epoch 18 Batch 989/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9020, Loss: 0.0671 Epoch 18 Batch 990/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9094, Loss: 0.0666 Epoch 18 Batch 991/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9038, Loss: 0.0559 Epoch 18 Batch 992/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9183, Loss: 0.0546 Epoch 18 Batch 993/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9134, Loss: 0.0401 Epoch 18 Batch 994/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9187, Loss: 0.0479 Epoch 18 Batch 995/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9158, Loss: 0.0527 Epoch 18 Batch 996/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9134, Loss: 0.0524 Epoch 18 Batch 997/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9126, Loss: 0.0594 Epoch 18 Batch 998/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9165, Loss: 0.0556 Epoch 18 Batch 999/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9194, Loss: 0.0648 Epoch 18 Batch 1000/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9190, Loss: 0.0591 Epoch 18 Batch 1001/1077 - Train Accuracy: 0.9261, Validation Accuracy: 0.9102, Loss: 0.0424 Epoch 18 Batch 1002/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9087, Loss: 0.0442 Epoch 18 Batch 1003/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9027, Loss: 0.0541 Epoch 18 Batch 1004/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9027, Loss: 0.0621 Epoch 18 Batch 1005/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9059, Loss: 0.0562 Epoch 18 Batch 1006/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9013, Loss: 0.0451 Epoch 18 Batch 1007/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8970, Loss: 0.0459 Epoch 18 Batch 1008/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9038, Loss: 0.0584 Epoch 18 Batch 1009/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9006, Loss: 0.0414 Epoch 18 Batch 1010/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9162, Loss: 0.0513 Epoch 18 Batch 1011/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9066, Loss: 0.0551 Epoch 18 Batch 1012/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9123, Loss: 0.0404 Epoch 18 Batch 1013/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9126, Loss: 0.0428 Epoch 18 Batch 1014/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9126, Loss: 0.0466 Epoch 18 Batch 1015/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.9151, Loss: 0.0742 Epoch 18 Batch 1016/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.9205, Loss: 0.0588 Epoch 18 Batch 1017/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9212, Loss: 0.0492 Epoch 18 Batch 1018/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9205, Loss: 0.0598 Epoch 18 Batch 1019/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9141, Loss: 0.0708 Epoch 18 Batch 1020/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9091, Loss: 0.0519 Epoch 18 Batch 1021/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9073, Loss: 0.0590 Epoch 18 Batch 1022/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9123, Loss: 0.0497 Epoch 18 Batch 1023/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9038, Loss: 0.0564 Epoch 18 Batch 1024/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9098, Loss: 0.0618 Epoch 18 Batch 1025/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9116, Loss: 0.0570 Epoch 18 Batch 1026/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9119, Loss: 0.0601 Epoch 18 Batch 1027/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9070, Loss: 0.0522 Epoch 18 Batch 1028/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9066, Loss: 0.0546 Epoch 18 Batch 1029/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9116, Loss: 0.0467 Epoch 18 Batch 1030/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9105, Loss: 0.0526 Epoch 18 Batch 1031/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9208, Loss: 0.0622 Epoch 18 Batch 1032/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9183, Loss: 0.0728 Epoch 18 Batch 1033/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.9137, Loss: 0.0596 Epoch 18 Batch 1034/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9112, Loss: 0.0593 Epoch 18 Batch 1035/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9066, Loss: 0.0447 Epoch 18 Batch 1036/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9094, Loss: 0.0795 Epoch 18 Batch 1037/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9087, Loss: 0.0563 Epoch 18 Batch 1038/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9091, Loss: 0.0669 Epoch 18 Batch 1039/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9016, Loss: 0.0518 Epoch 18 Batch 1040/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9048, Loss: 0.0622 Epoch 18 Batch 1041/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9066, Loss: 0.0644 Epoch 18 Batch 1042/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9084, Loss: 0.0531 Epoch 18 Batch 1043/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9023, Loss: 0.0797 Epoch 18 Batch 1044/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9045, Loss: 0.0665 Epoch 18 Batch 1045/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8945, Loss: 0.0603 Epoch 18 Batch 1046/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8906, Loss: 0.0474 Epoch 18 Batch 1047/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.8991, Loss: 0.0466 Epoch 18 Batch 1048/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8920, Loss: 0.0586 Epoch 18 Batch 1049/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8977, Loss: 0.0607 Epoch 18 Batch 1050/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8963, Loss: 0.0491 Epoch 18 Batch 1051/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.8963, Loss: 0.0639 Epoch 18 Batch 1052/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.8988, Loss: 0.0570 Epoch 18 Batch 1053/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.8981, Loss: 0.0603 Epoch 18 Batch 1054/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9073, Loss: 0.0561 Epoch 18 Batch 1055/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9084, Loss: 0.0629 Epoch 18 Batch 1056/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9070, Loss: 0.0581 Epoch 18 Batch 1057/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9123, Loss: 0.0646 Epoch 18 Batch 1058/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.9070, Loss: 0.0641 Epoch 18 Batch 1059/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8999, Loss: 0.0744 Epoch 18 Batch 1060/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9016, Loss: 0.0466 Epoch 18 Batch 1061/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8960, Loss: 0.0765 Epoch 18 Batch 1062/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8910, Loss: 0.0732 Epoch 18 Batch 1063/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9013, Loss: 0.0553 Epoch 18 Batch 1064/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9059, Loss: 0.0569 Epoch 18 Batch 1065/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9073, Loss: 0.0622 Epoch 18 Batch 1066/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9070, Loss: 0.0519 Epoch 18 Batch 1067/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9048, Loss: 0.0671 Epoch 18 Batch 1068/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9130, Loss: 0.0492 Epoch 18 Batch 1069/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9258, Loss: 0.0547 Epoch 18 Batch 1070/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9293, Loss: 0.0546 Epoch 18 Batch 1071/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9300, Loss: 0.0569 Epoch 18 Batch 1072/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9215, Loss: 0.0586 Epoch 18 Batch 1073/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9169, Loss: 0.0685 Epoch 18 Batch 1074/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9112, Loss: 0.0786 Epoch 18 Batch 1075/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9180, Loss: 0.0651 Epoch 19 Batch 1/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9205, Loss: 0.0504 Epoch 19 Batch 2/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.9297, Loss: 0.0567 Epoch 19 Batch 3/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9268, Loss: 0.0609 Epoch 19 Batch 4/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9215, Loss: 0.0536 Epoch 19 Batch 5/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9151, Loss: 0.0691 Epoch 19 Batch 6/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9055, Loss: 0.0541 Epoch 19 Batch 7/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9052, Loss: 0.0474 Epoch 19 Batch 8/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9105, Loss: 0.0476 Epoch 19 Batch 9/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9038, Loss: 0.0579 Epoch 19 Batch 10/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8981, Loss: 0.0568 Epoch 19 Batch 11/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8999, Loss: 0.0626 Epoch 19 Batch 12/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9066, Loss: 0.0555 Epoch 19 Batch 13/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9187, Loss: 0.0760 Epoch 19 Batch 14/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9180, Loss: 0.0447 Epoch 19 Batch 15/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9183, Loss: 0.0484 Epoch 19 Batch 16/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9162, Loss: 0.0568 Epoch 19 Batch 17/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9201, Loss: 0.0511 Epoch 19 Batch 18/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9112, Loss: 0.0537 Epoch 19 Batch 19/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9162, Loss: 0.0550 Epoch 19 Batch 20/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9197, Loss: 0.0470 Epoch 19 Batch 21/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9208, Loss: 0.0613 Epoch 19 Batch 22/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9229, Loss: 0.0624 Epoch 19 Batch 23/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9180, Loss: 0.0500 Epoch 19 Batch 24/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9194, Loss: 0.0551 Epoch 19 Batch 25/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9144, Loss: 0.0528 Epoch 19 Batch 26/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9006, Loss: 0.0628 Epoch 19 Batch 27/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9006, Loss: 0.0453 Epoch 19 Batch 28/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9023, Loss: 0.0535 Epoch 19 Batch 29/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9091, Loss: 0.0658 Epoch 19 Batch 30/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9190, Loss: 0.0528 Epoch 19 Batch 31/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9190, Loss: 0.0551 Epoch 19 Batch 32/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9141, Loss: 0.0472 Epoch 19 Batch 33/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9158, Loss: 0.0572 Epoch 19 Batch 34/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9038, Loss: 0.0675 Epoch 19 Batch 35/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9162, Loss: 0.0557 Epoch 19 Batch 36/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9158, Loss: 0.0602 Epoch 19 Batch 37/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9205, Loss: 0.0510 Epoch 19 Batch 38/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9205, Loss: 0.0753 Epoch 19 Batch 39/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9197, Loss: 0.0694 Epoch 19 Batch 40/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9141, Loss: 0.0480 Epoch 19 Batch 41/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9190, Loss: 0.0483 Epoch 19 Batch 42/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9141, Loss: 0.0668 Epoch 19 Batch 43/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9102, Loss: 0.0461 Epoch 19 Batch 44/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8988, Loss: 0.0504 Epoch 19 Batch 45/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8995, Loss: 0.0533 Epoch 19 Batch 46/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8995, Loss: 0.0655 Epoch 19 Batch 47/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9102, Loss: 0.0605 Epoch 19 Batch 48/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9055, Loss: 0.0725 Epoch 19 Batch 49/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9066, Loss: 0.0688 Epoch 19 Batch 50/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9066, Loss: 0.0518 Epoch 19 Batch 51/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.9034, Loss: 0.0545 Epoch 19 Batch 52/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8984, Loss: 0.0686 Epoch 19 Batch 53/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.9006, Loss: 0.0552 Epoch 19 Batch 54/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8991, Loss: 0.0841 Epoch 19 Batch 55/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9094, Loss: 0.0540 Epoch 19 Batch 56/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9066, Loss: 0.0436 Epoch 19 Batch 57/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9038, Loss: 0.0585 Epoch 19 Batch 58/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9087, Loss: 0.0512 Epoch 19 Batch 59/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.9087, Loss: 0.0584 Epoch 19 Batch 60/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9087, Loss: 0.0458 Epoch 19 Batch 61/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9087, Loss: 0.0696 Epoch 19 Batch 62/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9023, Loss: 0.0623 Epoch 19 Batch 63/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9041, Loss: 0.0461 Epoch 19 Batch 64/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9109, Loss: 0.0463 Epoch 19 Batch 65/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9062, Loss: 0.0615 Epoch 19 Batch 66/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9126, Loss: 0.0394 Epoch 19 Batch 67/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9080, Loss: 0.0506 Epoch 19 Batch 68/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9055, Loss: 0.0644 Epoch 19 Batch 69/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9073, Loss: 0.0713 Epoch 19 Batch 70/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9052, Loss: 0.0629 Epoch 19 Batch 71/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9059, Loss: 0.0422 Epoch 19 Batch 72/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8988, Loss: 0.0565 Epoch 19 Batch 73/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9038, Loss: 0.0640 Epoch 19 Batch 74/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9119, Loss: 0.0514 Epoch 19 Batch 75/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9094, Loss: 0.0735 Epoch 19 Batch 76/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9134, Loss: 0.0450 Epoch 19 Batch 77/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9176, Loss: 0.0468 Epoch 19 Batch 78/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9180, Loss: 0.0590 Epoch 19 Batch 79/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9112, Loss: 0.0539 Epoch 19 Batch 80/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9123, Loss: 0.0506 Epoch 19 Batch 81/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9062, Loss: 0.0494 Epoch 19 Batch 82/1077 - Train Accuracy: 0.9173, Validation Accuracy: 0.9002, Loss: 0.0582 Epoch 19 Batch 83/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9031, Loss: 0.0558 Epoch 19 Batch 84/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9155, Loss: 0.0565 Epoch 19 Batch 85/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9212, Loss: 0.0518 Epoch 19 Batch 86/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9102, Loss: 0.0514 Epoch 19 Batch 87/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9070, Loss: 0.0697 Epoch 19 Batch 88/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9094, Loss: 0.0671 Epoch 19 Batch 89/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9080, Loss: 0.0611 Epoch 19 Batch 90/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9080, Loss: 0.0493 Epoch 19 Batch 91/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9080, Loss: 0.0521 Epoch 19 Batch 92/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9048, Loss: 0.0620 Epoch 19 Batch 93/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9016, Loss: 0.0530 Epoch 19 Batch 94/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9059, Loss: 0.0467 Epoch 19 Batch 95/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9009, Loss: 0.0592 Epoch 19 Batch 96/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9102, Loss: 0.0635 Epoch 19 Batch 97/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8981, Loss: 0.0576 Epoch 19 Batch 98/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8928, Loss: 0.0612 Epoch 19 Batch 99/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8960, Loss: 0.0478 Epoch 19 Batch 100/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9070, Loss: 0.0504 Epoch 19 Batch 101/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9070, Loss: 0.0490 Epoch 19 Batch 102/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9105, Loss: 0.0472 Epoch 19 Batch 103/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9059, Loss: 0.0655 Epoch 19 Batch 104/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9027, Loss: 0.0633 Epoch 19 Batch 105/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8960, Loss: 0.0502 Epoch 19 Batch 106/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8967, Loss: 0.0622 Epoch 19 Batch 107/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8931, Loss: 0.0628 Epoch 19 Batch 108/1077 - Train Accuracy: 0.9183, Validation Accuracy: 0.9002, Loss: 0.0592 Epoch 19 Batch 109/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9031, Loss: 0.0538 Epoch 19 Batch 110/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9009, Loss: 0.0486 Epoch 19 Batch 111/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9016, Loss: 0.0527 Epoch 19 Batch 112/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8967, Loss: 0.0489 Epoch 19 Batch 113/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9062, Loss: 0.0638 Epoch 19 Batch 114/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9084, Loss: 0.0486 Epoch 19 Batch 115/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9080, Loss: 0.0667 Epoch 19 Batch 116/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9031, Loss: 0.0785 Epoch 19 Batch 117/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9013, Loss: 0.0565 Epoch 19 Batch 118/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9070, Loss: 0.0583 Epoch 19 Batch 119/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9027, Loss: 0.0526 Epoch 19 Batch 120/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9048, Loss: 0.0631 Epoch 19 Batch 121/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9031, Loss: 0.0570 Epoch 19 Batch 122/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9031, Loss: 0.0473 Epoch 19 Batch 123/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9002, Loss: 0.0416 Epoch 19 Batch 124/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8984, Loss: 0.0674 Epoch 19 Batch 125/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8988, Loss: 0.0654 Epoch 19 Batch 126/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9013, Loss: 0.0474 Epoch 19 Batch 127/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9070, Loss: 0.0513 Epoch 19 Batch 128/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9048, Loss: 0.0526 Epoch 19 Batch 129/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9002, Loss: 0.0621 Epoch 19 Batch 130/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8952, Loss: 0.0525 Epoch 19 Batch 131/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8977, Loss: 0.0637 Epoch 19 Batch 132/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8924, Loss: 0.0533 Epoch 19 Batch 133/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.8952, Loss: 0.0477 Epoch 19 Batch 134/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.8945, Loss: 0.0507 Epoch 19 Batch 135/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9013, Loss: 0.0575 Epoch 19 Batch 136/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.8956, Loss: 0.0504 Epoch 19 Batch 137/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9009, Loss: 0.0444 Epoch 19 Batch 138/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.9016, Loss: 0.0536 Epoch 19 Batch 139/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9066, Loss: 0.0557 Epoch 19 Batch 140/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9048, Loss: 0.0523 Epoch 19 Batch 141/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9109, Loss: 0.0520 Epoch 19 Batch 142/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9080, Loss: 0.0552 Epoch 19 Batch 143/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9031, Loss: 0.0622 Epoch 19 Batch 144/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8942, Loss: 0.0771 Epoch 19 Batch 145/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8988, Loss: 0.0546 Epoch 19 Batch 146/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9027, Loss: 0.0910 Epoch 19 Batch 147/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9045, Loss: 0.0546 Epoch 19 Batch 148/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9027, Loss: 0.0611 Epoch 19 Batch 149/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9006, Loss: 0.0537 Epoch 19 Batch 150/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9109, Loss: 0.0592 Epoch 19 Batch 151/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9084, Loss: 0.0508 Epoch 19 Batch 152/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9034, Loss: 0.0659 Epoch 19 Batch 153/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8984, Loss: 0.0685 Epoch 19 Batch 154/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9034, Loss: 0.0575 Epoch 19 Batch 155/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9031, Loss: 0.0545 Epoch 19 Batch 156/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9059, Loss: 0.0471 Epoch 19 Batch 157/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9112, Loss: 0.0568 Epoch 19 Batch 158/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.9094, Loss: 0.0678 Epoch 19 Batch 159/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9080, Loss: 0.0552 Epoch 19 Batch 160/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9023, Loss: 0.0449 Epoch 19 Batch 161/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9084, Loss: 0.0497 Epoch 19 Batch 162/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9080, Loss: 0.0682 Epoch 19 Batch 163/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9126, Loss: 0.0703 Epoch 19 Batch 164/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9173, Loss: 0.0545 Epoch 19 Batch 165/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9126, Loss: 0.0693 Epoch 19 Batch 166/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9119, Loss: 0.0629 Epoch 19 Batch 167/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9237, Loss: 0.0563 Epoch 19 Batch 168/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.9212, Loss: 0.0725 Epoch 19 Batch 169/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9212, Loss: 0.0604 Epoch 19 Batch 170/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9059, Loss: 0.0667 Epoch 19 Batch 171/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9059, Loss: 0.0506 Epoch 19 Batch 172/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9059, Loss: 0.0462 Epoch 19 Batch 173/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9105, Loss: 0.0566 Epoch 19 Batch 174/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9045, Loss: 0.0516 Epoch 19 Batch 175/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9102, Loss: 0.0621 Epoch 19 Batch 176/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9112, Loss: 0.0576 Epoch 19 Batch 177/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9119, Loss: 0.0634 Epoch 19 Batch 178/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9173, Loss: 0.0533 Epoch 19 Batch 179/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9183, Loss: 0.0628 Epoch 19 Batch 180/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9176, Loss: 0.0508 Epoch 19 Batch 181/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9123, Loss: 0.0601 Epoch 19 Batch 182/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9130, Loss: 0.0632 Epoch 19 Batch 183/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9027, Loss: 0.0608 Epoch 19 Batch 184/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9130, Loss: 0.0506 Epoch 19 Batch 185/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9045, Loss: 0.0544 Epoch 19 Batch 186/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9016, Loss: 0.0570 Epoch 19 Batch 187/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8999, Loss: 0.0443 Epoch 19 Batch 188/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9123, Loss: 0.0609 Epoch 19 Batch 189/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9112, Loss: 0.0514 Epoch 19 Batch 190/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9080, Loss: 0.0532 Epoch 19 Batch 191/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9038, Loss: 0.0490 Epoch 19 Batch 192/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9038, Loss: 0.0736 Epoch 19 Batch 193/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8995, Loss: 0.0485 Epoch 19 Batch 194/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9027, Loss: 0.0440 Epoch 19 Batch 195/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9013, Loss: 0.0511 Epoch 19 Batch 196/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.8952, Loss: 0.0512 Epoch 19 Batch 197/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9023, Loss: 0.0594 Epoch 19 Batch 198/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9059, Loss: 0.0545 Epoch 19 Batch 199/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9094, Loss: 0.0486 Epoch 19 Batch 200/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9098, Loss: 0.0544 Epoch 19 Batch 201/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9066, Loss: 0.0501 Epoch 19 Batch 202/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9119, Loss: 0.0574 Epoch 19 Batch 203/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9194, Loss: 0.0625 Epoch 19 Batch 204/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9137, Loss: 0.0759 Epoch 19 Batch 205/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.9119, Loss: 0.0622 Epoch 19 Batch 206/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9180, Loss: 0.0502 Epoch 19 Batch 207/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9123, Loss: 0.0525 Epoch 19 Batch 208/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9165, Loss: 0.0594 Epoch 19 Batch 209/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9070, Loss: 0.0435 Epoch 19 Batch 210/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8984, Loss: 0.0612 Epoch 19 Batch 211/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9020, Loss: 0.0579 Epoch 19 Batch 212/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9087, Loss: 0.0511 Epoch 19 Batch 213/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9091, Loss: 0.0470 Epoch 19 Batch 214/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9134, Loss: 0.0505 Epoch 19 Batch 215/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8984, Loss: 0.0666 Epoch 19 Batch 216/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9034, Loss: 0.0616 Epoch 19 Batch 217/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9034, Loss: 0.0490 Epoch 19 Batch 218/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8970, Loss: 0.0656 Epoch 19 Batch 219/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9066, Loss: 0.0462 Epoch 19 Batch 220/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9048, Loss: 0.0555 Epoch 19 Batch 221/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9094, Loss: 0.0603 Epoch 19 Batch 222/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9077, Loss: 0.0506 Epoch 19 Batch 223/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9077, Loss: 0.0538 Epoch 19 Batch 224/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9048, Loss: 0.0639 Epoch 19 Batch 225/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9045, Loss: 0.0651 Epoch 19 Batch 226/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9052, Loss: 0.0462 Epoch 19 Batch 227/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9119, Loss: 0.0689 Epoch 19 Batch 228/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9070, Loss: 0.0472 Epoch 19 Batch 229/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9112, Loss: 0.0607 Epoch 19 Batch 230/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9112, Loss: 0.0488 Epoch 19 Batch 231/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9109, Loss: 0.0665 Epoch 19 Batch 232/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9102, Loss: 0.0483 Epoch 19 Batch 233/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9034, Loss: 0.0618 Epoch 19 Batch 234/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9045, Loss: 0.0646 Epoch 19 Batch 235/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9041, Loss: 0.0596 Epoch 19 Batch 236/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8991, Loss: 0.0608 Epoch 19 Batch 237/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9016, Loss: 0.0492 Epoch 19 Batch 238/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9027, Loss: 0.0534 Epoch 19 Batch 239/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9031, Loss: 0.0408 Epoch 19 Batch 240/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.8974, Loss: 0.0471 Epoch 19 Batch 241/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9031, Loss: 0.0503 Epoch 19 Batch 242/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9002, Loss: 0.0505 Epoch 19 Batch 243/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8935, Loss: 0.0574 Epoch 19 Batch 244/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.8981, Loss: 0.0508 Epoch 19 Batch 245/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9027, Loss: 0.0506 Epoch 19 Batch 246/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9020, Loss: 0.0576 Epoch 19 Batch 247/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8995, Loss: 0.0569 Epoch 19 Batch 248/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8984, Loss: 0.0605 Epoch 19 Batch 249/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9048, Loss: 0.0491 Epoch 19 Batch 250/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9052, Loss: 0.0520 Epoch 19 Batch 251/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9009, Loss: 0.0650 Epoch 19 Batch 252/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9002, Loss: 0.0627 Epoch 19 Batch 253/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9020, Loss: 0.0578 Epoch 19 Batch 254/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9112, Loss: 0.0577 Epoch 19 Batch 255/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9027, Loss: 0.0487 Epoch 19 Batch 256/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9077, Loss: 0.0835 Epoch 19 Batch 257/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9080, Loss: 0.0634 Epoch 19 Batch 258/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9070, Loss: 0.0526 Epoch 19 Batch 259/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9162, Loss: 0.0486 Epoch 19 Batch 260/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9187, Loss: 0.0497 Epoch 19 Batch 261/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9237, Loss: 0.0502 Epoch 19 Batch 262/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9237, Loss: 0.0470 Epoch 19 Batch 263/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9290, Loss: 0.0481 Epoch 19 Batch 264/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9208, Loss: 0.0544 Epoch 19 Batch 265/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9087, Loss: 0.0550 Epoch 19 Batch 266/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9041, Loss: 0.0575 Epoch 19 Batch 267/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.8981, Loss: 0.0460 Epoch 19 Batch 268/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8917, Loss: 0.0604 Epoch 19 Batch 269/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8920, Loss: 0.0660 Epoch 19 Batch 270/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8878, Loss: 0.0630 Epoch 19 Batch 271/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8928, Loss: 0.0491 Epoch 19 Batch 272/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8952, Loss: 0.0789 Epoch 19 Batch 273/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8949, Loss: 0.0496 Epoch 19 Batch 274/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8928, Loss: 0.0528 Epoch 19 Batch 275/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8935, Loss: 0.0597 Epoch 19 Batch 276/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8938, Loss: 0.0759 Epoch 19 Batch 277/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8984, Loss: 0.0456 Epoch 19 Batch 278/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9048, Loss: 0.0659 Epoch 19 Batch 279/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9116, Loss: 0.0599 Epoch 19 Batch 280/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9123, Loss: 0.0563 Epoch 19 Batch 281/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9098, Loss: 0.0606 Epoch 19 Batch 282/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9070, Loss: 0.0712 Epoch 19 Batch 283/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9066, Loss: 0.0581 Epoch 19 Batch 284/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8952, Loss: 0.0586 Epoch 19 Batch 285/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8878, Loss: 0.0574 Epoch 19 Batch 286/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8991, Loss: 0.0557 Epoch 19 Batch 287/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8963, Loss: 0.0541 Epoch 19 Batch 288/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8967, Loss: 0.0630 Epoch 19 Batch 289/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.8967, Loss: 0.0482 Epoch 19 Batch 290/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8981, Loss: 0.0744 Epoch 19 Batch 291/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8956, Loss: 0.0738 Epoch 19 Batch 292/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8974, Loss: 0.0574 Epoch 19 Batch 293/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8963, Loss: 0.0568 Epoch 19 Batch 294/1077 - Train Accuracy: 0.9325, Validation Accuracy: 0.9009, Loss: 0.0525 Epoch 19 Batch 295/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9041, Loss: 0.0650 Epoch 19 Batch 296/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9073, Loss: 0.0550 Epoch 19 Batch 297/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9073, Loss: 0.0589 Epoch 19 Batch 298/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9123, Loss: 0.0677 Epoch 19 Batch 299/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8938, Loss: 0.0608 Epoch 19 Batch 300/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9013, Loss: 0.0465 Epoch 19 Batch 301/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9034, Loss: 0.0499 Epoch 19 Batch 302/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9038, Loss: 0.0470 Epoch 19 Batch 303/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8984, Loss: 0.0610 Epoch 19 Batch 304/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8949, Loss: 0.0601 Epoch 19 Batch 305/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9055, Loss: 0.0592 Epoch 19 Batch 306/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8963, Loss: 0.0654 Epoch 19 Batch 307/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9027, Loss: 0.0515 Epoch 19 Batch 308/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9041, Loss: 0.0616 Epoch 19 Batch 309/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9002, Loss: 0.0424 Epoch 19 Batch 310/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8991, Loss: 0.0512 Epoch 19 Batch 311/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8938, Loss: 0.0502 Epoch 19 Batch 312/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9013, Loss: 0.0665 Epoch 19 Batch 313/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9091, Loss: 0.0407 Epoch 19 Batch 314/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9070, Loss: 0.0563 Epoch 19 Batch 315/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9116, Loss: 0.0454 Epoch 19 Batch 316/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.9134, Loss: 0.0557 Epoch 19 Batch 317/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9059, Loss: 0.0614 Epoch 19 Batch 318/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9105, Loss: 0.0502 Epoch 19 Batch 319/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9112, Loss: 0.0690 Epoch 19 Batch 320/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9098, Loss: 0.0671 Epoch 19 Batch 321/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9066, Loss: 0.0486 Epoch 19 Batch 322/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8910, Loss: 0.0490 Epoch 19 Batch 323/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8906, Loss: 0.0543 Epoch 19 Batch 324/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9016, Loss: 0.0534 Epoch 19 Batch 325/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9023, Loss: 0.0585 Epoch 19 Batch 326/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.8977, Loss: 0.0496 Epoch 19 Batch 327/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8935, Loss: 0.0700 Epoch 19 Batch 328/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9009, Loss: 0.0651 Epoch 19 Batch 329/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9020, Loss: 0.0539 Epoch 19 Batch 330/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0623 Epoch 19 Batch 331/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9031, Loss: 0.0559 Epoch 19 Batch 332/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8974, Loss: 0.0431 Epoch 19 Batch 333/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.8984, Loss: 0.0452 Epoch 19 Batch 334/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9013, Loss: 0.0546 Epoch 19 Batch 335/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9027, Loss: 0.0576 Epoch 19 Batch 336/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8967, Loss: 0.0881 Epoch 19 Batch 337/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8938, Loss: 0.0610 Epoch 19 Batch 338/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8991, Loss: 0.0742 Epoch 19 Batch 339/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9038, Loss: 0.0488 Epoch 19 Batch 340/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9055, Loss: 0.0519 Epoch 19 Batch 341/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9102, Loss: 0.0782 Epoch 19 Batch 342/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9105, Loss: 0.0513 Epoch 19 Batch 343/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9038, Loss: 0.0588 Epoch 19 Batch 344/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9070, Loss: 0.0517 Epoch 19 Batch 345/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9102, Loss: 0.0499 Epoch 19 Batch 346/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9055, Loss: 0.0523 Epoch 19 Batch 347/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8917, Loss: 0.0422 Epoch 19 Batch 348/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8924, Loss: 0.0496 Epoch 19 Batch 349/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8970, Loss: 0.0527 Epoch 19 Batch 350/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8960, Loss: 0.0535 Epoch 19 Batch 351/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8928, Loss: 0.0536 Epoch 19 Batch 352/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.8991, Loss: 0.0452 Epoch 19 Batch 353/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8991, Loss: 0.0609 Epoch 19 Batch 354/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9002, Loss: 0.0651 Epoch 19 Batch 355/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8952, Loss: 0.0542 Epoch 19 Batch 356/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8949, Loss: 0.0578 Epoch 19 Batch 357/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8896, Loss: 0.0550 Epoch 19 Batch 358/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.8917, Loss: 0.0573 Epoch 19 Batch 359/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9009, Loss: 0.0530 Epoch 19 Batch 360/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9002, Loss: 0.0491 Epoch 19 Batch 361/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9073, Loss: 0.0491 Epoch 19 Batch 362/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9194, Loss: 0.0637 Epoch 19 Batch 363/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9190, Loss: 0.0687 Epoch 19 Batch 364/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9162, Loss: 0.0701 Epoch 19 Batch 365/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9141, Loss: 0.0473 Epoch 19 Batch 366/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9141, Loss: 0.0490 Epoch 19 Batch 367/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9123, Loss: 0.0466 Epoch 19 Batch 368/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9123, Loss: 0.0567 Epoch 19 Batch 369/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9073, Loss: 0.0585 Epoch 19 Batch 370/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9031, Loss: 0.0488 Epoch 19 Batch 371/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9006, Loss: 0.0453 Epoch 19 Batch 372/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9013, Loss: 0.0452 Epoch 19 Batch 373/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8942, Loss: 0.0438 Epoch 19 Batch 374/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8938, Loss: 0.0539 Epoch 19 Batch 375/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.8938, Loss: 0.0484 Epoch 19 Batch 376/1077 - Train Accuracy: 0.9247, Validation Accuracy: 0.8960, Loss: 0.0612 Epoch 19 Batch 377/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8960, Loss: 0.0551 Epoch 19 Batch 378/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8981, Loss: 0.0436 Epoch 19 Batch 379/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8935, Loss: 0.0656 Epoch 19 Batch 380/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8871, Loss: 0.0468 Epoch 19 Batch 381/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8896, Loss: 0.0662 Epoch 19 Batch 382/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8945, Loss: 0.0749 Epoch 19 Batch 383/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8888, Loss: 0.0624 Epoch 19 Batch 384/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8881, Loss: 0.0533 Epoch 19 Batch 385/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8928, Loss: 0.0455 Epoch 19 Batch 386/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.8931, Loss: 0.0546 Epoch 19 Batch 387/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8935, Loss: 0.0555 Epoch 19 Batch 388/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8967, Loss: 0.0693 Epoch 19 Batch 389/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9013, Loss: 0.0552 Epoch 19 Batch 390/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9009, Loss: 0.0685 Epoch 19 Batch 391/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8995, Loss: 0.0618 Epoch 19 Batch 392/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8995, Loss: 0.0639 Epoch 19 Batch 393/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8999, Loss: 0.0556 Epoch 19 Batch 394/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8956, Loss: 0.0557 Epoch 19 Batch 395/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9020, Loss: 0.0489 Epoch 19 Batch 396/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9016, Loss: 0.0616 Epoch 19 Batch 397/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8999, Loss: 0.0540 Epoch 19 Batch 398/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9034, Loss: 0.0570 Epoch 19 Batch 399/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8977, Loss: 0.0557 Epoch 19 Batch 400/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9034, Loss: 0.0596 Epoch 19 Batch 401/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9006, Loss: 0.0524 Epoch 19 Batch 402/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8981, Loss: 0.0477 Epoch 19 Batch 403/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8974, Loss: 0.0731 Epoch 19 Batch 404/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9016, Loss: 0.0587 Epoch 19 Batch 405/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9041, Loss: 0.0624 Epoch 19 Batch 406/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9055, Loss: 0.0481 Epoch 19 Batch 407/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9070, Loss: 0.0647 Epoch 19 Batch 408/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9052, Loss: 0.0572 Epoch 19 Batch 409/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9023, Loss: 0.0619 Epoch 19 Batch 410/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9119, Loss: 0.0687 Epoch 19 Batch 411/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9034, Loss: 0.0534 Epoch 19 Batch 412/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9066, Loss: 0.0454 Epoch 19 Batch 413/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8999, Loss: 0.0498 Epoch 19 Batch 414/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9077, Loss: 0.0645 Epoch 19 Batch 415/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9091, Loss: 0.0747 Epoch 19 Batch 416/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9084, Loss: 0.0542 Epoch 19 Batch 417/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9045, Loss: 0.0822 Epoch 19 Batch 418/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9098, Loss: 0.0544 Epoch 19 Batch 419/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9084, Loss: 0.0518 Epoch 19 Batch 420/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9077, Loss: 0.0478 Epoch 19 Batch 421/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9062, Loss: 0.0769 Epoch 19 Batch 422/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9091, Loss: 0.0497 Epoch 19 Batch 423/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9080, Loss: 0.0670 Epoch 19 Batch 424/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9080, Loss: 0.0567 Epoch 19 Batch 425/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9080, Loss: 0.0527 Epoch 19 Batch 426/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8924, Loss: 0.0667 Epoch 19 Batch 427/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8867, Loss: 0.0509 Epoch 19 Batch 428/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8928, Loss: 0.0476 Epoch 19 Batch 429/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.8988, Loss: 0.0500 Epoch 19 Batch 430/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9002, Loss: 0.0507 Epoch 19 Batch 431/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9016, Loss: 0.0472 Epoch 19 Batch 432/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9034, Loss: 0.0597 Epoch 19 Batch 433/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9070, Loss: 0.0581 Epoch 19 Batch 434/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8963, Loss: 0.0585 Epoch 19 Batch 435/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.8839, Loss: 0.0569 Epoch 19 Batch 436/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8835, Loss: 0.0574 Epoch 19 Batch 437/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8828, Loss: 0.0470 Epoch 19 Batch 438/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8825, Loss: 0.0574 Epoch 19 Batch 439/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8832, Loss: 0.0603 Epoch 19 Batch 440/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9087, Loss: 0.0711 Epoch 19 Batch 441/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9087, Loss: 0.0568 Epoch 19 Batch 442/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9077, Loss: 0.0582 Epoch 19 Batch 443/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.8956, Loss: 0.0529 Epoch 19 Batch 444/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9020, Loss: 0.0566 Epoch 19 Batch 445/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.9031, Loss: 0.0655 Epoch 19 Batch 446/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9027, Loss: 0.0471 Epoch 19 Batch 447/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9006, Loss: 0.0583 Epoch 19 Batch 448/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8928, Loss: 0.0625 Epoch 19 Batch 449/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9045, Loss: 0.0652 Epoch 19 Batch 450/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9031, Loss: 0.0601 Epoch 19 Batch 451/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9084, Loss: 0.0544 Epoch 19 Batch 452/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9112, Loss: 0.0508 Epoch 19 Batch 453/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9055, Loss: 0.0479 Epoch 19 Batch 454/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9045, Loss: 0.0713 Epoch 19 Batch 455/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9038, Loss: 0.0516 Epoch 19 Batch 456/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9041, Loss: 0.0592 Epoch 19 Batch 457/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9048, Loss: 0.0485 Epoch 19 Batch 458/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9070, Loss: 0.0599 Epoch 19 Batch 459/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9183, Loss: 0.0548 Epoch 19 Batch 460/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9205, Loss: 0.0555 Epoch 19 Batch 461/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9066, Loss: 0.0553 Epoch 19 Batch 462/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9070, Loss: 0.0543 Epoch 19 Batch 463/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9119, Loss: 0.0500 Epoch 19 Batch 464/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9119, Loss: 0.0511 Epoch 19 Batch 465/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9070, Loss: 0.0691 Epoch 19 Batch 466/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9009, Loss: 0.0486 Epoch 19 Batch 467/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9038, Loss: 0.0637 Epoch 19 Batch 468/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8928, Loss: 0.0562 Epoch 19 Batch 469/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8988, Loss: 0.0530 Epoch 19 Batch 470/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9094, Loss: 0.0529 Epoch 19 Batch 471/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9073, Loss: 0.0450 Epoch 19 Batch 472/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9023, Loss: 0.0474 Epoch 19 Batch 473/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9038, Loss: 0.0548 Epoch 19 Batch 474/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9045, Loss: 0.0498 Epoch 19 Batch 475/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9045, Loss: 0.0538 Epoch 19 Batch 476/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9055, Loss: 0.0471 Epoch 19 Batch 477/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9055, Loss: 0.0534 Epoch 19 Batch 478/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9048, Loss: 0.0523 Epoch 19 Batch 479/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9098, Loss: 0.0637 Epoch 19 Batch 480/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9102, Loss: 0.0545 Epoch 19 Batch 481/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9041, Loss: 0.0507 Epoch 19 Batch 482/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9038, Loss: 0.0679 Epoch 19 Batch 483/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9038, Loss: 0.0620 Epoch 19 Batch 484/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9062, Loss: 0.0619 Epoch 19 Batch 485/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9062, Loss: 0.0558 Epoch 19 Batch 486/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9066, Loss: 0.0461 Epoch 19 Batch 487/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9055, Loss: 0.0476 Epoch 19 Batch 488/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9109, Loss: 0.0455 Epoch 19 Batch 489/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9094, Loss: 0.0436 Epoch 19 Batch 490/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9112, Loss: 0.0562 Epoch 19 Batch 491/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9109, Loss: 0.0666 Epoch 19 Batch 492/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9105, Loss: 0.0579 Epoch 19 Batch 493/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9109, Loss: 0.0445 Epoch 19 Batch 494/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9109, Loss: 0.0421 Epoch 19 Batch 495/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9109, Loss: 0.0531 Epoch 19 Batch 496/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9109, Loss: 0.0535 Epoch 19 Batch 497/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9109, Loss: 0.0538 Epoch 19 Batch 498/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9094, Loss: 0.0481 Epoch 19 Batch 499/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.8984, Loss: 0.0473 Epoch 19 Batch 500/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9102, Loss: 0.0443 Epoch 19 Batch 501/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9102, Loss: 0.0434 Epoch 19 Batch 502/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9098, Loss: 0.0558 Epoch 19 Batch 503/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9098, Loss: 0.0445 Epoch 19 Batch 504/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9158, Loss: 0.0507 Epoch 19 Batch 505/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9151, Loss: 0.0443 Epoch 19 Batch 506/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9098, Loss: 0.0560 Epoch 19 Batch 507/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.9080, Loss: 0.0561 Epoch 19 Batch 508/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9080, Loss: 0.0455 Epoch 19 Batch 509/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9073, Loss: 0.0597 Epoch 19 Batch 510/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9123, Loss: 0.0555 Epoch 19 Batch 511/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9119, Loss: 0.0548 Epoch 19 Batch 512/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9123, Loss: 0.0441 Epoch 19 Batch 513/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9119, Loss: 0.0604 Epoch 19 Batch 514/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9112, Loss: 0.0564 Epoch 19 Batch 515/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9055, Loss: 0.0573 Epoch 19 Batch 516/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9077, Loss: 0.0557 Epoch 19 Batch 517/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9002, Loss: 0.0650 Epoch 19 Batch 518/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9080, Loss: 0.0511 Epoch 19 Batch 519/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9066, Loss: 0.0528 Epoch 19 Batch 520/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9066, Loss: 0.0488 Epoch 19 Batch 521/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9059, Loss: 0.0522 Epoch 19 Batch 522/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.9009, Loss: 0.0698 Epoch 19 Batch 523/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9009, Loss: 0.0527 Epoch 19 Batch 524/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9062, Loss: 0.0586 Epoch 19 Batch 525/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9091, Loss: 0.0503 Epoch 19 Batch 526/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9031, Loss: 0.0500 Epoch 19 Batch 527/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9034, Loss: 0.0541 Epoch 19 Batch 528/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9070, Loss: 0.0567 Epoch 19 Batch 529/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0505 Epoch 19 Batch 530/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9176, Loss: 0.0576 Epoch 19 Batch 531/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9126, Loss: 0.0578 Epoch 19 Batch 532/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9105, Loss: 0.0655 Epoch 19 Batch 533/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9137, Loss: 0.0574 Epoch 19 Batch 534/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9151, Loss: 0.0613 Epoch 19 Batch 535/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9126, Loss: 0.0562 Epoch 19 Batch 536/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9173, Loss: 0.0561 Epoch 19 Batch 537/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9055, Loss: 0.0475 Epoch 19 Batch 538/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9098, Loss: 0.0445 Epoch 19 Batch 539/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9031, Loss: 0.0688 Epoch 19 Batch 540/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9034, Loss: 0.0492 Epoch 19 Batch 541/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9194, Loss: 0.0523 Epoch 19 Batch 542/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9158, Loss: 0.0508 Epoch 19 Batch 543/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9091, Loss: 0.0540 Epoch 19 Batch 544/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9080, Loss: 0.0370 Epoch 19 Batch 545/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9105, Loss: 0.0602 Epoch 19 Batch 546/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9070, Loss: 0.0603 Epoch 19 Batch 547/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9013, Loss: 0.0450 Epoch 19 Batch 548/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8977, Loss: 0.0656 Epoch 19 Batch 549/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8960, Loss: 0.0647 Epoch 19 Batch 550/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8956, Loss: 0.0532 Epoch 19 Batch 551/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8974, Loss: 0.0605 Epoch 19 Batch 552/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9066, Loss: 0.0625 Epoch 19 Batch 553/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9059, Loss: 0.0675 Epoch 19 Batch 554/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8960, Loss: 0.0528 Epoch 19 Batch 555/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9109, Loss: 0.0486 Epoch 19 Batch 556/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9109, Loss: 0.0466 Epoch 19 Batch 557/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9077, Loss: 0.0496 Epoch 19 Batch 558/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9034, Loss: 0.0449 Epoch 19 Batch 559/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9023, Loss: 0.0540 Epoch 19 Batch 560/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8999, Loss: 0.0522 Epoch 19 Batch 561/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9023, Loss: 0.0536 Epoch 19 Batch 562/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9020, Loss: 0.0449 Epoch 19 Batch 563/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9020, Loss: 0.0571 Epoch 19 Batch 564/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9016, Loss: 0.0632 Epoch 19 Batch 565/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9066, Loss: 0.0641 Epoch 19 Batch 566/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9066, Loss: 0.0651 Epoch 19 Batch 567/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9112, Loss: 0.0575 Epoch 19 Batch 568/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9084, Loss: 0.0551 Epoch 19 Batch 569/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9023, Loss: 0.0626 Epoch 19 Batch 570/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8995, Loss: 0.0638 Epoch 19 Batch 571/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9009, Loss: 0.0495 Epoch 19 Batch 572/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9066, Loss: 0.0545 Epoch 19 Batch 573/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8874, Loss: 0.0767 Epoch 19 Batch 574/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8931, Loss: 0.0613 Epoch 19 Batch 575/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9137, Loss: 0.0497 Epoch 19 Batch 576/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9094, Loss: 0.0513 Epoch 19 Batch 577/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9098, Loss: 0.0541 Epoch 19 Batch 578/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9073, Loss: 0.0538 Epoch 19 Batch 579/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.9105, Loss: 0.0586 Epoch 19 Batch 580/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9109, Loss: 0.0478 Epoch 19 Batch 581/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9105, Loss: 0.0455 Epoch 19 Batch 582/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9112, Loss: 0.0511 Epoch 19 Batch 583/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9059, Loss: 0.0626 Epoch 19 Batch 584/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9077, Loss: 0.0598 Epoch 19 Batch 585/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9123, Loss: 0.0406 Epoch 19 Batch 586/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9134, Loss: 0.0480 Epoch 19 Batch 587/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9194, Loss: 0.0542 Epoch 19 Batch 588/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9212, Loss: 0.0488 Epoch 19 Batch 589/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9240, Loss: 0.0483 Epoch 19 Batch 590/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9190, Loss: 0.0661 Epoch 19 Batch 591/1077 - Train Accuracy: 0.9155, Validation Accuracy: 0.9162, Loss: 0.0521 Epoch 19 Batch 592/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9094, Loss: 0.0605 Epoch 19 Batch 593/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9055, Loss: 0.0661 Epoch 19 Batch 594/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9052, Loss: 0.0633 Epoch 19 Batch 595/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9052, Loss: 0.0470 Epoch 19 Batch 596/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9034, Loss: 0.0572 Epoch 19 Batch 597/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9084, Loss: 0.0559 Epoch 19 Batch 598/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9109, Loss: 0.0526 Epoch 19 Batch 599/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9006, Loss: 0.0770 Epoch 19 Batch 600/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9176, Loss: 0.0612 Epoch 19 Batch 601/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.9176, Loss: 0.0588 Epoch 19 Batch 602/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9176, Loss: 0.0557 Epoch 19 Batch 603/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9176, Loss: 0.0602 Epoch 19 Batch 604/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9134, Loss: 0.0816 Epoch 19 Batch 605/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9109, Loss: 0.0640 Epoch 19 Batch 606/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9084, Loss: 0.0451 Epoch 19 Batch 607/1077 - Train Accuracy: 0.9329, Validation Accuracy: 0.9094, Loss: 0.0580 Epoch 19 Batch 608/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9098, Loss: 0.0652 Epoch 19 Batch 609/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9066, Loss: 0.0602 Epoch 19 Batch 610/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.9094, Loss: 0.0670 Epoch 19 Batch 611/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9027, Loss: 0.0531 Epoch 19 Batch 612/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8928, Loss: 0.0440 Epoch 19 Batch 613/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8931, Loss: 0.0686 Epoch 19 Batch 614/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8881, Loss: 0.0575 Epoch 19 Batch 615/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8977, Loss: 0.0509 Epoch 19 Batch 616/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8960, Loss: 0.0555 Epoch 19 Batch 617/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9031, Loss: 0.0511 Epoch 19 Batch 618/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8991, Loss: 0.0556 Epoch 19 Batch 619/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9013, Loss: 0.0460 Epoch 19 Batch 620/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9070, Loss: 0.0442 Epoch 19 Batch 621/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9169, Loss: 0.0552 Epoch 19 Batch 622/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9176, Loss: 0.0578 Epoch 19 Batch 623/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9123, Loss: 0.0626 Epoch 19 Batch 624/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.8991, Loss: 0.0545 Epoch 19 Batch 625/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9013, Loss: 0.0535 Epoch 19 Batch 626/1077 - Train Accuracy: 0.9244, Validation Accuracy: 0.9023, Loss: 0.0441 Epoch 19 Batch 627/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9023, Loss: 0.0498 Epoch 19 Batch 628/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9023, Loss: 0.0604 Epoch 19 Batch 629/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9038, Loss: 0.0605 Epoch 19 Batch 630/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9038, Loss: 0.0520 Epoch 19 Batch 631/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.9045, Loss: 0.0594 Epoch 19 Batch 632/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9073, Loss: 0.0516 Epoch 19 Batch 633/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9126, Loss: 0.0514 Epoch 19 Batch 634/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9215, Loss: 0.0426 Epoch 19 Batch 635/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9112, Loss: 0.0631 Epoch 19 Batch 636/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9112, Loss: 0.0486 Epoch 19 Batch 637/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9052, Loss: 0.0517 Epoch 19 Batch 638/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9084, Loss: 0.0465 Epoch 19 Batch 639/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9084, Loss: 0.0642 Epoch 19 Batch 640/1077 - Train Accuracy: 0.8958, Validation Accuracy: 0.9080, Loss: 0.0488 Epoch 19 Batch 641/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9077, Loss: 0.0478 Epoch 19 Batch 642/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9102, Loss: 0.0510 Epoch 19 Batch 643/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.9148, Loss: 0.0500 Epoch 19 Batch 644/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9016, Loss: 0.0553 Epoch 19 Batch 645/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.8974, Loss: 0.0578 Epoch 19 Batch 646/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.8970, Loss: 0.0522 Epoch 19 Batch 647/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9023, Loss: 0.0644 Epoch 19 Batch 648/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.8984, Loss: 0.0417 Epoch 19 Batch 649/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8991, Loss: 0.0502 Epoch 19 Batch 650/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9048, Loss: 0.0478 Epoch 19 Batch 651/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9048, Loss: 0.0574 Epoch 19 Batch 652/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9070, Loss: 0.0574 Epoch 19 Batch 653/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9066, Loss: 0.0581 Epoch 19 Batch 654/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9077, Loss: 0.0552 Epoch 19 Batch 655/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9062, Loss: 0.0703 Epoch 19 Batch 656/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9023, Loss: 0.0502 Epoch 19 Batch 657/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9027, Loss: 0.0584 Epoch 19 Batch 658/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8991, Loss: 0.0435 Epoch 19 Batch 659/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8988, Loss: 0.0628 Epoch 19 Batch 660/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8991, Loss: 0.0562 Epoch 19 Batch 661/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.8920, Loss: 0.0540 Epoch 19 Batch 662/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9055, Loss: 0.0484 Epoch 19 Batch 663/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9059, Loss: 0.0440 Epoch 19 Batch 664/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9013, Loss: 0.0595 Epoch 19 Batch 665/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9020, Loss: 0.0466 Epoch 19 Batch 666/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9062, Loss: 0.0554 Epoch 19 Batch 667/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9062, Loss: 0.0629 Epoch 19 Batch 668/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9059, Loss: 0.0506 Epoch 19 Batch 669/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9006, Loss: 0.0495 Epoch 19 Batch 670/1077 - Train Accuracy: 0.9538, Validation Accuracy: 0.8967, Loss: 0.0486 Epoch 19 Batch 671/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8967, Loss: 0.0620 Epoch 19 Batch 672/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9009, Loss: 0.0433 Epoch 19 Batch 673/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8977, Loss: 0.0617 Epoch 19 Batch 674/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8981, Loss: 0.0507 Epoch 19 Batch 675/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.8981, Loss: 0.0596 Epoch 19 Batch 676/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8988, Loss: 0.0575 Epoch 19 Batch 677/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8999, Loss: 0.0664 Epoch 19 Batch 678/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9070, Loss: 0.0462 Epoch 19 Batch 679/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9020, Loss: 0.0539 Epoch 19 Batch 680/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9020, Loss: 0.0566 Epoch 19 Batch 681/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9020, Loss: 0.0500 Epoch 19 Batch 682/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9087, Loss: 0.0541 Epoch 19 Batch 683/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9084, Loss: 0.0506 Epoch 19 Batch 684/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9084, Loss: 0.0455 Epoch 19 Batch 685/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9031, Loss: 0.0611 Epoch 19 Batch 686/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8977, Loss: 0.0489 Epoch 19 Batch 687/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9002, Loss: 0.0629 Epoch 19 Batch 688/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9134, Loss: 0.0481 Epoch 19 Batch 689/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9134, Loss: 0.0484 Epoch 19 Batch 690/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9180, Loss: 0.0586 Epoch 19 Batch 691/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9134, Loss: 0.0514 Epoch 19 Batch 692/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9169, Loss: 0.0462 Epoch 19 Batch 693/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9141, Loss: 0.0810 Epoch 19 Batch 694/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9141, Loss: 0.0561 Epoch 19 Batch 695/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9183, Loss: 0.0479 Epoch 19 Batch 696/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9098, Loss: 0.0536 Epoch 19 Batch 697/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9023, Loss: 0.0481 Epoch 19 Batch 698/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9091, Loss: 0.0512 Epoch 19 Batch 699/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9134, Loss: 0.0511 Epoch 19 Batch 700/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9091, Loss: 0.0487 Epoch 19 Batch 701/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9091, Loss: 0.0540 Epoch 19 Batch 702/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9041, Loss: 0.0720 Epoch 19 Batch 703/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9073, Loss: 0.0548 Epoch 19 Batch 704/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9027, Loss: 0.0685 Epoch 19 Batch 705/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9041, Loss: 0.0584 Epoch 19 Batch 706/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.9066, Loss: 0.0681 Epoch 19 Batch 707/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8970, Loss: 0.0579 Epoch 19 Batch 708/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8970, Loss: 0.0556 Epoch 19 Batch 709/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8988, Loss: 0.0683 Epoch 19 Batch 710/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8967, Loss: 0.0433 Epoch 19 Batch 711/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9009, Loss: 0.0667 Epoch 19 Batch 712/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9009, Loss: 0.0496 Epoch 19 Batch 713/1077 - Train Accuracy: 0.9389, Validation Accuracy: 0.8970, Loss: 0.0463 Epoch 19 Batch 714/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9102, Loss: 0.0573 Epoch 19 Batch 715/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9084, Loss: 0.0578 Epoch 19 Batch 716/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9048, Loss: 0.0492 Epoch 19 Batch 717/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9087, Loss: 0.0528 Epoch 19 Batch 718/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9105, Loss: 0.0487 Epoch 19 Batch 719/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8952, Loss: 0.0505 Epoch 19 Batch 720/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9006, Loss: 0.0574 Epoch 19 Batch 721/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9066, Loss: 0.0628 Epoch 19 Batch 722/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9023, Loss: 0.0453 Epoch 19 Batch 723/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9006, Loss: 0.0562 Epoch 19 Batch 724/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8984, Loss: 0.0575 Epoch 19 Batch 725/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9006, Loss: 0.0434 Epoch 19 Batch 726/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9016, Loss: 0.0539 Epoch 19 Batch 727/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.8974, Loss: 0.0475 Epoch 19 Batch 728/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8999, Loss: 0.0661 Epoch 19 Batch 729/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9048, Loss: 0.0618 Epoch 19 Batch 730/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8999, Loss: 0.0644 Epoch 19 Batch 731/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8920, Loss: 0.0590 Epoch 19 Batch 732/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8977, Loss: 0.0648 Epoch 19 Batch 733/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9087, Loss: 0.0605 Epoch 19 Batch 734/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9205, Loss: 0.0576 Epoch 19 Batch 735/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9087, Loss: 0.0434 Epoch 19 Batch 736/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9112, Loss: 0.0468 Epoch 19 Batch 737/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9062, Loss: 0.0609 Epoch 19 Batch 738/1077 - Train Accuracy: 0.9378, Validation Accuracy: 0.9059, Loss: 0.0369 Epoch 19 Batch 739/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9027, Loss: 0.0490 Epoch 19 Batch 740/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9077, Loss: 0.0421 Epoch 19 Batch 741/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9187, Loss: 0.0574 Epoch 19 Batch 742/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9123, Loss: 0.0492 Epoch 19 Batch 743/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9158, Loss: 0.0559 Epoch 19 Batch 744/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9169, Loss: 0.0549 Epoch 19 Batch 745/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9119, Loss: 0.0594 Epoch 19 Batch 746/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9109, Loss: 0.0455 Epoch 19 Batch 747/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9162, Loss: 0.0431 Epoch 19 Batch 748/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9119, Loss: 0.0461 Epoch 19 Batch 749/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9073, Loss: 0.0525 Epoch 19 Batch 750/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9130, Loss: 0.0522 Epoch 19 Batch 751/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9091, Loss: 0.0543 Epoch 19 Batch 752/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9023, Loss: 0.0543 Epoch 19 Batch 753/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8896, Loss: 0.0490 Epoch 19 Batch 754/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8991, Loss: 0.0591 Epoch 19 Batch 755/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8995, Loss: 0.0623 Epoch 19 Batch 756/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8995, Loss: 0.0524 Epoch 19 Batch 757/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8991, Loss: 0.0635 Epoch 19 Batch 758/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8991, Loss: 0.0442 Epoch 19 Batch 759/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9009, Loss: 0.0500 Epoch 19 Batch 760/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8988, Loss: 0.0603 Epoch 19 Batch 761/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9062, Loss: 0.0617 Epoch 19 Batch 762/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9073, Loss: 0.0454 Epoch 19 Batch 763/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9020, Loss: 0.0501 Epoch 19 Batch 764/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9119, Loss: 0.0536 Epoch 19 Batch 765/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9116, Loss: 0.0597 Epoch 19 Batch 766/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.9130, Loss: 0.0635 Epoch 19 Batch 767/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9098, Loss: 0.0540 Epoch 19 Batch 768/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9066, Loss: 0.0561 Epoch 19 Batch 769/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9126, Loss: 0.0573 Epoch 19 Batch 770/1077 - Train Accuracy: 0.8999, Validation Accuracy: 0.9123, Loss: 0.0520 Epoch 19 Batch 771/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9109, Loss: 0.0554 Epoch 19 Batch 772/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9165, Loss: 0.0461 Epoch 19 Batch 773/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9158, Loss: 0.0488 Epoch 19 Batch 774/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9215, Loss: 0.0603 Epoch 19 Batch 775/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9205, Loss: 0.0501 Epoch 19 Batch 776/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9141, Loss: 0.0472 Epoch 19 Batch 777/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9123, Loss: 0.0537 Epoch 19 Batch 778/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.9151, Loss: 0.0523 Epoch 19 Batch 779/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9130, Loss: 0.0557 Epoch 19 Batch 780/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9141, Loss: 0.0713 Epoch 19 Batch 781/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9158, Loss: 0.0423 Epoch 19 Batch 782/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9158, Loss: 0.0476 Epoch 19 Batch 783/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9094, Loss: 0.0562 Epoch 19 Batch 784/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9094, Loss: 0.0367 Epoch 19 Batch 785/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9119, Loss: 0.0512 Epoch 19 Batch 786/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9119, Loss: 0.0560 Epoch 19 Batch 787/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9158, Loss: 0.0545 Epoch 19 Batch 788/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9169, Loss: 0.0457 Epoch 19 Batch 789/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9102, Loss: 0.0597 Epoch 19 Batch 790/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.9098, Loss: 0.0598 Epoch 19 Batch 791/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9080, Loss: 0.0633 Epoch 19 Batch 792/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9155, Loss: 0.0560 Epoch 19 Batch 793/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9112, Loss: 0.0501 Epoch 19 Batch 794/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9109, Loss: 0.0441 Epoch 19 Batch 795/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9052, Loss: 0.0681 Epoch 19 Batch 796/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9158, Loss: 0.0536 Epoch 19 Batch 797/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9116, Loss: 0.0507 Epoch 19 Batch 798/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9048, Loss: 0.0497 Epoch 19 Batch 799/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9109, Loss: 0.0656 Epoch 19 Batch 800/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9087, Loss: 0.0492 Epoch 19 Batch 801/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9066, Loss: 0.0516 Epoch 19 Batch 802/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.8952, Loss: 0.0607 Epoch 19 Batch 803/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8999, Loss: 0.0564 Epoch 19 Batch 804/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.8942, Loss: 0.0479 Epoch 19 Batch 805/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8963, Loss: 0.0627 Epoch 19 Batch 806/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9055, Loss: 0.0473 Epoch 19 Batch 807/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9002, Loss: 0.0444 Epoch 19 Batch 808/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8984, Loss: 0.0733 Epoch 19 Batch 809/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8984, Loss: 0.0740 Epoch 19 Batch 810/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8984, Loss: 0.0485 Epoch 19 Batch 811/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.8917, Loss: 0.0543 Epoch 19 Batch 812/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8917, Loss: 0.0616 Epoch 19 Batch 813/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8967, Loss: 0.0568 Epoch 19 Batch 814/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9059, Loss: 0.0708 Epoch 19 Batch 815/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9052, Loss: 0.0577 Epoch 19 Batch 816/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9055, Loss: 0.0564 Epoch 19 Batch 817/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9158, Loss: 0.0582 Epoch 19 Batch 818/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9109, Loss: 0.0530 Epoch 19 Batch 819/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9016, Loss: 0.0543 Epoch 19 Batch 820/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9141, Loss: 0.0528 Epoch 19 Batch 821/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9173, Loss: 0.0592 Epoch 19 Batch 822/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9119, Loss: 0.0512 Epoch 19 Batch 823/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9034, Loss: 0.0502 Epoch 19 Batch 824/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9016, Loss: 0.0612 Epoch 19 Batch 825/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9016, Loss: 0.0463 Epoch 19 Batch 826/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8977, Loss: 0.0515 Epoch 19 Batch 827/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9006, Loss: 0.0575 Epoch 19 Batch 828/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9084, Loss: 0.0451 Epoch 19 Batch 829/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9034, Loss: 0.0693 Epoch 19 Batch 830/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9052, Loss: 0.0639 Epoch 19 Batch 831/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.9048, Loss: 0.0557 Epoch 19 Batch 832/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9077, Loss: 0.0516 Epoch 19 Batch 833/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9155, Loss: 0.0562 Epoch 19 Batch 834/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9091, Loss: 0.0574 Epoch 19 Batch 835/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9119, Loss: 0.0627 Epoch 19 Batch 836/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9073, Loss: 0.0552 Epoch 19 Batch 837/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9034, Loss: 0.0620 Epoch 19 Batch 838/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9073, Loss: 0.0497 Epoch 19 Batch 839/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9073, Loss: 0.0472 Epoch 19 Batch 840/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9219, Loss: 0.0495 Epoch 19 Batch 841/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9169, Loss: 0.0726 Epoch 19 Batch 842/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9123, Loss: 0.0451 Epoch 19 Batch 843/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9173, Loss: 0.0496 Epoch 19 Batch 844/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9109, Loss: 0.0457 Epoch 19 Batch 845/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9176, Loss: 0.0535 Epoch 19 Batch 846/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9176, Loss: 0.0667 Epoch 19 Batch 847/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9151, Loss: 0.0647 Epoch 19 Batch 848/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9247, Loss: 0.0430 Epoch 19 Batch 849/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9173, Loss: 0.0455 Epoch 19 Batch 850/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9126, Loss: 0.0714 Epoch 19 Batch 851/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9041, Loss: 0.0621 Epoch 19 Batch 852/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.9091, Loss: 0.0682 Epoch 19 Batch 853/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9023, Loss: 0.0532 Epoch 19 Batch 854/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9048, Loss: 0.0597 Epoch 19 Batch 855/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8991, Loss: 0.0585 Epoch 19 Batch 856/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8991, Loss: 0.0565 Epoch 19 Batch 857/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9041, Loss: 0.0479 Epoch 19 Batch 858/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8970, Loss: 0.0487 Epoch 19 Batch 859/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9020, Loss: 0.0555 Epoch 19 Batch 860/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9034, Loss: 0.0546 Epoch 19 Batch 861/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8906, Loss: 0.0550 Epoch 19 Batch 862/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8885, Loss: 0.0550 Epoch 19 Batch 863/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8981, Loss: 0.0483 Epoch 19 Batch 864/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9031, Loss: 0.0585 Epoch 19 Batch 865/1077 - Train Accuracy: 0.9357, Validation Accuracy: 0.9059, Loss: 0.0554 Epoch 19 Batch 866/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8988, Loss: 0.0556 Epoch 19 Batch 867/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9038, Loss: 0.0940 Epoch 19 Batch 868/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9087, Loss: 0.0570 Epoch 19 Batch 869/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9123, Loss: 0.0534 Epoch 19 Batch 870/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9023, Loss: 0.0643 Epoch 19 Batch 871/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8970, Loss: 0.0504 Epoch 19 Batch 872/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9013, Loss: 0.0542 Epoch 19 Batch 873/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8991, Loss: 0.0548 Epoch 19 Batch 874/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9066, Loss: 0.0664 Epoch 19 Batch 875/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9052, Loss: 0.0565 Epoch 19 Batch 876/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9006, Loss: 0.0495 Epoch 19 Batch 877/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9055, Loss: 0.0468 Epoch 19 Batch 878/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9105, Loss: 0.0560 Epoch 19 Batch 879/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9155, Loss: 0.0438 Epoch 19 Batch 880/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9098, Loss: 0.0644 Epoch 19 Batch 881/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9094, Loss: 0.0534 Epoch 19 Batch 882/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9070, Loss: 0.0633 Epoch 19 Batch 883/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9055, Loss: 0.0729 Epoch 19 Batch 884/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9055, Loss: 0.0594 Epoch 19 Batch 885/1077 - Train Accuracy: 0.9343, Validation Accuracy: 0.9041, Loss: 0.0419 Epoch 19 Batch 886/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9038, Loss: 0.0502 Epoch 19 Batch 887/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8995, Loss: 0.0610 Epoch 19 Batch 888/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9052, Loss: 0.0595 Epoch 19 Batch 889/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9009, Loss: 0.0512 Epoch 19 Batch 890/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9052, Loss: 0.0562 Epoch 19 Batch 891/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9052, Loss: 0.0494 Epoch 19 Batch 892/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0456 Epoch 19 Batch 893/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9034, Loss: 0.0566 Epoch 19 Batch 894/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9080, Loss: 0.0498 Epoch 19 Batch 895/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9087, Loss: 0.0492 Epoch 19 Batch 896/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9045, Loss: 0.0627 Epoch 19 Batch 897/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9038, Loss: 0.0453 Epoch 19 Batch 898/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9031, Loss: 0.0450 Epoch 19 Batch 899/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9013, Loss: 0.0549 Epoch 19 Batch 900/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9034, Loss: 0.0610 Epoch 19 Batch 901/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9016, Loss: 0.0675 Epoch 19 Batch 902/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9162, Loss: 0.0598 Epoch 19 Batch 903/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9141, Loss: 0.0490 Epoch 19 Batch 904/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9165, Loss: 0.0485 Epoch 19 Batch 905/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9158, Loss: 0.0442 Epoch 19 Batch 906/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9119, Loss: 0.0502 Epoch 19 Batch 907/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9066, Loss: 0.0550 Epoch 19 Batch 908/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9066, Loss: 0.0588 Epoch 19 Batch 909/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9126, Loss: 0.0577 Epoch 19 Batch 910/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9151, Loss: 0.0592 Epoch 19 Batch 911/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9091, Loss: 0.0708 Epoch 19 Batch 912/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9112, Loss: 0.0487 Epoch 19 Batch 913/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9148, Loss: 0.0670 Epoch 19 Batch 914/1077 - Train Accuracy: 0.9284, Validation Accuracy: 0.9162, Loss: 0.0878 Epoch 19 Batch 915/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9137, Loss: 0.0510 Epoch 19 Batch 916/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9180, Loss: 0.0600 Epoch 19 Batch 917/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9091, Loss: 0.0523 Epoch 19 Batch 918/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9148, Loss: 0.0503 Epoch 19 Batch 919/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9162, Loss: 0.0435 Epoch 19 Batch 920/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9134, Loss: 0.0473 Epoch 19 Batch 921/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9144, Loss: 0.0596 Epoch 19 Batch 922/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9080, Loss: 0.0600 Epoch 19 Batch 923/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9062, Loss: 0.0450 Epoch 19 Batch 924/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8999, Loss: 0.0631 Epoch 19 Batch 925/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9009, Loss: 0.0479 Epoch 19 Batch 926/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8977, Loss: 0.0632 Epoch 19 Batch 927/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8967, Loss: 0.0639 Epoch 19 Batch 928/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8977, Loss: 0.0536 Epoch 19 Batch 929/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8977, Loss: 0.0525 Epoch 19 Batch 930/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8995, Loss: 0.0410 Epoch 19 Batch 931/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9062, Loss: 0.0518 Epoch 19 Batch 932/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9052, Loss: 0.0511 Epoch 19 Batch 933/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9020, Loss: 0.0473 Epoch 19 Batch 934/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9009, Loss: 0.0496 Epoch 19 Batch 935/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.8991, Loss: 0.0525 Epoch 19 Batch 936/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.8995, Loss: 0.0592 Epoch 19 Batch 937/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8952, Loss: 0.0659 Epoch 19 Batch 938/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8952, Loss: 0.0596 Epoch 19 Batch 939/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9031, Loss: 0.0602 Epoch 19 Batch 940/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8988, Loss: 0.0487 Epoch 19 Batch 941/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8952, Loss: 0.0433 Epoch 19 Batch 942/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8924, Loss: 0.0598 Epoch 19 Batch 943/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8917, Loss: 0.0535 Epoch 19 Batch 944/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8960, Loss: 0.0494 Epoch 19 Batch 945/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.8899, Loss: 0.0419 Epoch 19 Batch 946/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.8920, Loss: 0.0440 Epoch 19 Batch 947/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8920, Loss: 0.0684 Epoch 19 Batch 948/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8945, Loss: 0.0528 Epoch 19 Batch 949/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.8952, Loss: 0.0414 Epoch 19 Batch 950/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9052, Loss: 0.0499 Epoch 19 Batch 951/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.9059, Loss: 0.0606 Epoch 19 Batch 952/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9073, Loss: 0.0426 Epoch 19 Batch 953/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9091, Loss: 0.0461 Epoch 19 Batch 954/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9137, Loss: 0.0570 Epoch 19 Batch 955/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9141, Loss: 0.0630 Epoch 19 Batch 956/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9123, Loss: 0.0543 Epoch 19 Batch 957/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9137, Loss: 0.0386 Epoch 19 Batch 958/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9084, Loss: 0.0597 Epoch 19 Batch 959/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9094, Loss: 0.0624 Epoch 19 Batch 960/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9098, Loss: 0.0517 Epoch 19 Batch 961/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9034, Loss: 0.0418 Epoch 19 Batch 962/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9016, Loss: 0.0518 Epoch 19 Batch 963/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.9009, Loss: 0.0650 Epoch 19 Batch 964/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9109, Loss: 0.0439 Epoch 19 Batch 965/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.9059, Loss: 0.0642 Epoch 19 Batch 966/1077 - Train Accuracy: 0.9541, Validation Accuracy: 0.9073, Loss: 0.0421 Epoch 19 Batch 967/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9077, Loss: 0.0553 Epoch 19 Batch 968/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9080, Loss: 0.0697 Epoch 19 Batch 969/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9087, Loss: 0.0653 Epoch 19 Batch 970/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9116, Loss: 0.0543 Epoch 19 Batch 971/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9073, Loss: 0.0622 Epoch 19 Batch 972/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9073, Loss: 0.0564 Epoch 19 Batch 973/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9102, Loss: 0.0396 Epoch 19 Batch 974/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9034, Loss: 0.0459 Epoch 19 Batch 975/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9094, Loss: 0.0508 Epoch 19 Batch 976/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9098, Loss: 0.0490 Epoch 19 Batch 977/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9080, Loss: 0.0446 Epoch 19 Batch 978/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8977, Loss: 0.0541 Epoch 19 Batch 979/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9087, Loss: 0.0498 Epoch 19 Batch 980/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9105, Loss: 0.0530 Epoch 19 Batch 981/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9148, Loss: 0.0555 Epoch 19 Batch 982/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9016, Loss: 0.0538 Epoch 19 Batch 983/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9055, Loss: 0.0549 Epoch 19 Batch 984/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9073, Loss: 0.0627 Epoch 19 Batch 985/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9027, Loss: 0.0474 Epoch 19 Batch 986/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9070, Loss: 0.0516 Epoch 19 Batch 987/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9041, Loss: 0.0507 Epoch 19 Batch 988/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9066, Loss: 0.0604 Epoch 19 Batch 989/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9066, Loss: 0.0606 Epoch 19 Batch 990/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9066, Loss: 0.0590 Epoch 19 Batch 991/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9013, Loss: 0.0522 Epoch 19 Batch 992/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8999, Loss: 0.0542 Epoch 19 Batch 993/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9048, Loss: 0.0361 Epoch 19 Batch 994/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9098, Loss: 0.0468 Epoch 19 Batch 995/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9112, Loss: 0.0486 Epoch 19 Batch 996/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9031, Loss: 0.0541 Epoch 19 Batch 997/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9031, Loss: 0.0518 Epoch 19 Batch 998/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9027, Loss: 0.0509 Epoch 19 Batch 999/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8981, Loss: 0.0629 Epoch 19 Batch 1000/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.8839, Loss: 0.0565 Epoch 19 Batch 1001/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9023, Loss: 0.0419 Epoch 19 Batch 1002/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9048, Loss: 0.0380 Epoch 19 Batch 1003/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8977, Loss: 0.0537 Epoch 19 Batch 1004/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8988, Loss: 0.0581 Epoch 19 Batch 1005/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8991, Loss: 0.0563 Epoch 19 Batch 1006/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8949, Loss: 0.0457 Epoch 19 Batch 1007/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8945, Loss: 0.0448 Epoch 19 Batch 1008/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9023, Loss: 0.0553 Epoch 19 Batch 1009/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9023, Loss: 0.0410 Epoch 19 Batch 1010/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9031, Loss: 0.0497 Epoch 19 Batch 1011/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9031, Loss: 0.0500 Epoch 19 Batch 1012/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9112, Loss: 0.0368 Epoch 19 Batch 1013/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9180, Loss: 0.0364 Epoch 19 Batch 1014/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9130, Loss: 0.0497 Epoch 19 Batch 1015/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.9102, Loss: 0.0642 Epoch 19 Batch 1016/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.9070, Loss: 0.0545 Epoch 19 Batch 1017/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9020, Loss: 0.0481 Epoch 19 Batch 1018/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9020, Loss: 0.0569 Epoch 19 Batch 1019/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9020, Loss: 0.0632 Epoch 19 Batch 1020/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9098, Loss: 0.0482 Epoch 19 Batch 1021/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9109, Loss: 0.0551 Epoch 19 Batch 1022/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9062, Loss: 0.0456 Epoch 19 Batch 1023/1077 - Train Accuracy: 0.9347, Validation Accuracy: 0.8995, Loss: 0.0500 Epoch 19 Batch 1024/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9066, Loss: 0.0606 Epoch 19 Batch 1025/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9073, Loss: 0.0491 Epoch 19 Batch 1026/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9023, Loss: 0.0574 Epoch 19 Batch 1027/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9023, Loss: 0.0500 Epoch 19 Batch 1028/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9023, Loss: 0.0514 Epoch 19 Batch 1029/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9016, Loss: 0.0418 Epoch 19 Batch 1030/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9045, Loss: 0.0544 Epoch 19 Batch 1031/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9144, Loss: 0.0602 Epoch 19 Batch 1032/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9144, Loss: 0.0618 Epoch 19 Batch 1033/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.9077, Loss: 0.0539 Epoch 19 Batch 1034/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9066, Loss: 0.0525 Epoch 19 Batch 1035/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9151, Loss: 0.0374 Epoch 19 Batch 1036/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9126, Loss: 0.0703 Epoch 19 Batch 1037/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9130, Loss: 0.0538 Epoch 19 Batch 1038/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9098, Loss: 0.0659 Epoch 19 Batch 1039/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9112, Loss: 0.0539 Epoch 19 Batch 1040/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.8960, Loss: 0.0475 Epoch 19 Batch 1041/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8984, Loss: 0.0569 Epoch 19 Batch 1042/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9009, Loss: 0.0483 Epoch 19 Batch 1043/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9013, Loss: 0.0733 Epoch 19 Batch 1044/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9041, Loss: 0.0603 Epoch 19 Batch 1045/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9165, Loss: 0.0529 Epoch 19 Batch 1046/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9094, Loss: 0.0449 Epoch 19 Batch 1047/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9034, Loss: 0.0487 Epoch 19 Batch 1048/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9091, Loss: 0.0566 Epoch 19 Batch 1049/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9148, Loss: 0.0595 Epoch 19 Batch 1050/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9066, Loss: 0.0414 Epoch 19 Batch 1051/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9119, Loss: 0.0615 Epoch 19 Batch 1052/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9183, Loss: 0.0504 Epoch 19 Batch 1053/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9176, Loss: 0.0538 Epoch 19 Batch 1054/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9251, Loss: 0.0456 Epoch 19 Batch 1055/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9212, Loss: 0.0592 Epoch 19 Batch 1056/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9265, Loss: 0.0527 Epoch 19 Batch 1057/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9190, Loss: 0.0551 Epoch 19 Batch 1058/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9240, Loss: 0.0596 Epoch 19 Batch 1059/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9187, Loss: 0.0692 Epoch 19 Batch 1060/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9158, Loss: 0.0448 Epoch 19 Batch 1061/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9052, Loss: 0.0708 Epoch 19 Batch 1062/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8949, Loss: 0.0666 Epoch 19 Batch 1063/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8899, Loss: 0.0566 Epoch 19 Batch 1064/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.8878, Loss: 0.0554 Epoch 19 Batch 1065/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8910, Loss: 0.0560 Epoch 19 Batch 1066/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8988, Loss: 0.0467 Epoch 19 Batch 1067/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9112, Loss: 0.0560 Epoch 19 Batch 1068/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9105, Loss: 0.0468 Epoch 19 Batch 1069/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9130, Loss: 0.0492 Epoch 19 Batch 1070/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9148, Loss: 0.0523 Epoch 19 Batch 1071/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9041, Loss: 0.0486 Epoch 19 Batch 1072/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9070, Loss: 0.0531 Epoch 19 Batch 1073/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9013, Loss: 0.0651 Epoch 19 Batch 1074/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9073, Loss: 0.0704 Epoch 19 Batch 1075/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9105, Loss: 0.0625 Epoch 20 Batch 1/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9215, Loss: 0.0424 Epoch 20 Batch 2/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9091, Loss: 0.0557 Epoch 20 Batch 3/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9020, Loss: 0.0583 Epoch 20 Batch 4/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9148, Loss: 0.0490 Epoch 20 Batch 5/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9148, Loss: 0.0692 Epoch 20 Batch 6/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9197, Loss: 0.0496 Epoch 20 Batch 7/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9094, Loss: 0.0484 Epoch 20 Batch 8/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9098, Loss: 0.0453 Epoch 20 Batch 9/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9073, Loss: 0.0506 Epoch 20 Batch 10/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.8974, Loss: 0.0519 Epoch 20 Batch 11/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9006, Loss: 0.0549 Epoch 20 Batch 12/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9062, Loss: 0.0478 Epoch 20 Batch 13/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9006, Loss: 0.0746 Epoch 20 Batch 14/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9027, Loss: 0.0449 Epoch 20 Batch 15/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9038, Loss: 0.0470 Epoch 20 Batch 16/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9109, Loss: 0.0515 Epoch 20 Batch 17/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9197, Loss: 0.0441 Epoch 20 Batch 18/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9201, Loss: 0.0485 Epoch 20 Batch 19/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9197, Loss: 0.0490 Epoch 20 Batch 20/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9201, Loss: 0.0443 Epoch 20 Batch 21/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9244, Loss: 0.0541 Epoch 20 Batch 22/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9244, Loss: 0.0562 Epoch 20 Batch 23/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9180, Loss: 0.0433 Epoch 20 Batch 24/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9105, Loss: 0.0514 Epoch 20 Batch 25/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9158, Loss: 0.0482 Epoch 20 Batch 26/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9062, Loss: 0.0589 Epoch 20 Batch 27/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9173, Loss: 0.0410 Epoch 20 Batch 28/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9119, Loss: 0.0501 Epoch 20 Batch 29/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9165, Loss: 0.0547 Epoch 20 Batch 30/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9116, Loss: 0.0470 Epoch 20 Batch 31/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9112, Loss: 0.0490 Epoch 20 Batch 32/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9137, Loss: 0.0458 Epoch 20 Batch 33/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9137, Loss: 0.0497 Epoch 20 Batch 34/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9187, Loss: 0.0580 Epoch 20 Batch 35/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9219, Loss: 0.0515 Epoch 20 Batch 36/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9173, Loss: 0.0540 Epoch 20 Batch 37/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9155, Loss: 0.0507 Epoch 20 Batch 38/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9109, Loss: 0.0652 Epoch 20 Batch 39/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9109, Loss: 0.0665 Epoch 20 Batch 40/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9112, Loss: 0.0440 Epoch 20 Batch 41/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9109, Loss: 0.0468 Epoch 20 Batch 42/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9158, Loss: 0.0623 Epoch 20 Batch 43/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9084, Loss: 0.0386 Epoch 20 Batch 44/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9041, Loss: 0.0439 Epoch 20 Batch 45/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8991, Loss: 0.0516 Epoch 20 Batch 46/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9013, Loss: 0.0619 Epoch 20 Batch 47/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9013, Loss: 0.0527 Epoch 20 Batch 48/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8995, Loss: 0.0700 Epoch 20 Batch 49/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8920, Loss: 0.0599 Epoch 20 Batch 50/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9091, Loss: 0.0490 Epoch 20 Batch 51/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9084, Loss: 0.0512 Epoch 20 Batch 52/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8991, Loss: 0.0711 Epoch 20 Batch 53/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.9009, Loss: 0.0510 Epoch 20 Batch 54/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8991, Loss: 0.0756 Epoch 20 Batch 55/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8991, Loss: 0.0512 Epoch 20 Batch 56/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9080, Loss: 0.0446 Epoch 20 Batch 57/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9137, Loss: 0.0558 Epoch 20 Batch 58/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9094, Loss: 0.0450 Epoch 20 Batch 59/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9013, Loss: 0.0516 Epoch 20 Batch 60/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9013, Loss: 0.0408 Epoch 20 Batch 61/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9094, Loss: 0.0581 Epoch 20 Batch 62/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9070, Loss: 0.0559 Epoch 20 Batch 63/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9073, Loss: 0.0440 Epoch 20 Batch 64/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9109, Loss: 0.0476 Epoch 20 Batch 65/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9165, Loss: 0.0548 Epoch 20 Batch 66/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9070, Loss: 0.0399 Epoch 20 Batch 67/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9073, Loss: 0.0437 Epoch 20 Batch 68/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9123, Loss: 0.0646 Epoch 20 Batch 69/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9052, Loss: 0.0616 Epoch 20 Batch 70/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9102, Loss: 0.0615 Epoch 20 Batch 71/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9151, Loss: 0.0370 Epoch 20 Batch 72/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.9258, Loss: 0.0559 Epoch 20 Batch 73/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9180, Loss: 0.0523 Epoch 20 Batch 74/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9187, Loss: 0.0456 Epoch 20 Batch 75/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9158, Loss: 0.0697 Epoch 20 Batch 76/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9205, Loss: 0.0412 Epoch 20 Batch 77/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9268, Loss: 0.0485 Epoch 20 Batch 78/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9180, Loss: 0.0513 Epoch 20 Batch 79/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9183, Loss: 0.0500 Epoch 20 Batch 80/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9148, Loss: 0.0498 Epoch 20 Batch 81/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9126, Loss: 0.0434 Epoch 20 Batch 82/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9187, Loss: 0.0507 Epoch 20 Batch 83/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9176, Loss: 0.0492 Epoch 20 Batch 84/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9169, Loss: 0.0478 Epoch 20 Batch 85/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9268, Loss: 0.0521 Epoch 20 Batch 86/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9137, Loss: 0.0498 Epoch 20 Batch 87/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9126, Loss: 0.0628 Epoch 20 Batch 88/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9059, Loss: 0.0571 Epoch 20 Batch 89/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8956, Loss: 0.0570 Epoch 20 Batch 90/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9009, Loss: 0.0465 Epoch 20 Batch 91/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9048, Loss: 0.0482 Epoch 20 Batch 92/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9045, Loss: 0.0562 Epoch 20 Batch 93/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8956, Loss: 0.0485 Epoch 20 Batch 94/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.8938, Loss: 0.0413 Epoch 20 Batch 95/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8981, Loss: 0.0578 Epoch 20 Batch 96/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8963, Loss: 0.0558 Epoch 20 Batch 97/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8874, Loss: 0.0506 Epoch 20 Batch 98/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8942, Loss: 0.0540 Epoch 20 Batch 99/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8910, Loss: 0.0505 Epoch 20 Batch 100/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9080, Loss: 0.0497 Epoch 20 Batch 101/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9055, Loss: 0.0399 Epoch 20 Batch 102/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9148, Loss: 0.0434 Epoch 20 Batch 103/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9052, Loss: 0.0649 Epoch 20 Batch 104/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9031, Loss: 0.0559 Epoch 20 Batch 105/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8956, Loss: 0.0519 Epoch 20 Batch 106/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.8935, Loss: 0.0607 Epoch 20 Batch 107/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9002, Loss: 0.0529 Epoch 20 Batch 108/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8974, Loss: 0.0560 Epoch 20 Batch 109/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8977, Loss: 0.0529 Epoch 20 Batch 110/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8977, Loss: 0.0423 Epoch 20 Batch 111/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8981, Loss: 0.0515 Epoch 20 Batch 112/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9016, Loss: 0.0499 Epoch 20 Batch 113/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9016, Loss: 0.0632 Epoch 20 Batch 114/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9027, Loss: 0.0457 Epoch 20 Batch 115/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9073, Loss: 0.0686 Epoch 20 Batch 116/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9091, Loss: 0.0714 Epoch 20 Batch 117/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9162, Loss: 0.0557 Epoch 20 Batch 118/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9066, Loss: 0.0571 Epoch 20 Batch 119/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9070, Loss: 0.0446 Epoch 20 Batch 120/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9123, Loss: 0.0582 Epoch 20 Batch 121/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9130, Loss: 0.0590 Epoch 20 Batch 122/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9105, Loss: 0.0461 Epoch 20 Batch 123/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9020, Loss: 0.0405 Epoch 20 Batch 124/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9116, Loss: 0.0581 Epoch 20 Batch 125/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9070, Loss: 0.0615 Epoch 20 Batch 126/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9066, Loss: 0.0430 Epoch 20 Batch 127/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9009, Loss: 0.0450 Epoch 20 Batch 128/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.8899, Loss: 0.0486 Epoch 20 Batch 129/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8899, Loss: 0.0597 Epoch 20 Batch 130/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8952, Loss: 0.0504 Epoch 20 Batch 131/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8974, Loss: 0.0578 Epoch 20 Batch 132/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8935, Loss: 0.0495 Epoch 20 Batch 133/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8935, Loss: 0.0464 Epoch 20 Batch 134/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.8949, Loss: 0.0480 Epoch 20 Batch 135/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8991, Loss: 0.0511 Epoch 20 Batch 136/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9087, Loss: 0.0423 Epoch 20 Batch 137/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9155, Loss: 0.0449 Epoch 20 Batch 138/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.9105, Loss: 0.0470 Epoch 20 Batch 139/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9102, Loss: 0.0497 Epoch 20 Batch 140/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9102, Loss: 0.0474 Epoch 20 Batch 141/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9077, Loss: 0.0497 Epoch 20 Batch 142/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9027, Loss: 0.0488 Epoch 20 Batch 143/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9031, Loss: 0.0582 Epoch 20 Batch 144/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9052, Loss: 0.0677 Epoch 20 Batch 145/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8967, Loss: 0.0493 Epoch 20 Batch 146/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.8988, Loss: 0.0870 Epoch 20 Batch 147/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8988, Loss: 0.0450 Epoch 20 Batch 148/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9016, Loss: 0.0566 Epoch 20 Batch 149/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8999, Loss: 0.0482 Epoch 20 Batch 150/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8991, Loss: 0.0534 Epoch 20 Batch 151/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.8984, Loss: 0.0446 Epoch 20 Batch 152/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8991, Loss: 0.0609 Epoch 20 Batch 153/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9027, Loss: 0.0622 Epoch 20 Batch 154/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8974, Loss: 0.0531 Epoch 20 Batch 155/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8974, Loss: 0.0494 Epoch 20 Batch 156/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9052, Loss: 0.0429 Epoch 20 Batch 157/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9062, Loss: 0.0489 Epoch 20 Batch 158/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9116, Loss: 0.0553 Epoch 20 Batch 159/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9141, Loss: 0.0504 Epoch 20 Batch 160/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9116, Loss: 0.0402 Epoch 20 Batch 161/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9116, Loss: 0.0410 Epoch 20 Batch 162/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9109, Loss: 0.0632 Epoch 20 Batch 163/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9109, Loss: 0.0639 Epoch 20 Batch 164/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9112, Loss: 0.0527 Epoch 20 Batch 165/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9091, Loss: 0.0656 Epoch 20 Batch 166/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9141, Loss: 0.0614 Epoch 20 Batch 167/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9098, Loss: 0.0486 Epoch 20 Batch 168/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.9098, Loss: 0.0620 Epoch 20 Batch 169/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9098, Loss: 0.0568 Epoch 20 Batch 170/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9094, Loss: 0.0544 Epoch 20 Batch 171/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9165, Loss: 0.0451 Epoch 20 Batch 172/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9116, Loss: 0.0423 Epoch 20 Batch 173/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9094, Loss: 0.0503 Epoch 20 Batch 174/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9123, Loss: 0.0442 Epoch 20 Batch 175/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9020, Loss: 0.0614 Epoch 20 Batch 176/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9002, Loss: 0.0495 Epoch 20 Batch 177/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9027, Loss: 0.0595 Epoch 20 Batch 178/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9098, Loss: 0.0491 Epoch 20 Batch 179/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9112, Loss: 0.0534 Epoch 20 Batch 180/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9126, Loss: 0.0441 Epoch 20 Batch 181/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9173, Loss: 0.0553 Epoch 20 Batch 182/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9137, Loss: 0.0599 Epoch 20 Batch 183/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9144, Loss: 0.0561 Epoch 20 Batch 184/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9144, Loss: 0.0466 Epoch 20 Batch 185/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9144, Loss: 0.0509 Epoch 20 Batch 186/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9094, Loss: 0.0495 Epoch 20 Batch 187/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9094, Loss: 0.0433 Epoch 20 Batch 188/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9041, Loss: 0.0536 Epoch 20 Batch 189/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9091, Loss: 0.0487 Epoch 20 Batch 190/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9048, Loss: 0.0461 Epoch 20 Batch 191/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9048, Loss: 0.0424 Epoch 20 Batch 192/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9102, Loss: 0.0611 Epoch 20 Batch 193/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9002, Loss: 0.0484 Epoch 20 Batch 194/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9073, Loss: 0.0382 Epoch 20 Batch 195/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9023, Loss: 0.0413 Epoch 20 Batch 196/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9031, Loss: 0.0410 Epoch 20 Batch 197/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9052, Loss: 0.0531 Epoch 20 Batch 198/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9052, Loss: 0.0511 Epoch 20 Batch 199/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9148, Loss: 0.0444 Epoch 20 Batch 200/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9091, Loss: 0.0503 Epoch 20 Batch 201/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9130, Loss: 0.0425 Epoch 20 Batch 202/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9148, Loss: 0.0488 Epoch 20 Batch 203/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9197, Loss: 0.0524 Epoch 20 Batch 204/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9151, Loss: 0.0785 Epoch 20 Batch 205/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9148, Loss: 0.0576 Epoch 20 Batch 206/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9098, Loss: 0.0459 Epoch 20 Batch 207/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9155, Loss: 0.0477 Epoch 20 Batch 208/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9155, Loss: 0.0492 Epoch 20 Batch 209/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9155, Loss: 0.0421 Epoch 20 Batch 210/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9151, Loss: 0.0520 Epoch 20 Batch 211/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9176, Loss: 0.0493 Epoch 20 Batch 212/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9080, Loss: 0.0466 Epoch 20 Batch 213/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8988, Loss: 0.0402 Epoch 20 Batch 214/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9002, Loss: 0.0492 Epoch 20 Batch 215/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9055, Loss: 0.0583 Epoch 20 Batch 216/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9070, Loss: 0.0520 Epoch 20 Batch 217/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9002, Loss: 0.0448 Epoch 20 Batch 218/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9002, Loss: 0.0560 Epoch 20 Batch 219/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9094, Loss: 0.0384 Epoch 20 Batch 220/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9094, Loss: 0.0533 Epoch 20 Batch 221/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9197, Loss: 0.0543 Epoch 20 Batch 222/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9197, Loss: 0.0446 Epoch 20 Batch 223/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9098, Loss: 0.0490 Epoch 20 Batch 224/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9169, Loss: 0.0522 Epoch 20 Batch 225/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9098, Loss: 0.0599 Epoch 20 Batch 226/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9123, Loss: 0.0417 Epoch 20 Batch 227/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.9066, Loss: 0.0588 Epoch 20 Batch 228/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9066, Loss: 0.0419 Epoch 20 Batch 229/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9165, Loss: 0.0507 Epoch 20 Batch 230/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9165, Loss: 0.0462 Epoch 20 Batch 231/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9155, Loss: 0.0580 Epoch 20 Batch 232/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9137, Loss: 0.0445 Epoch 20 Batch 233/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9091, Loss: 0.0592 Epoch 20 Batch 234/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9183, Loss: 0.0597 Epoch 20 Batch 235/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9130, Loss: 0.0560 Epoch 20 Batch 236/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9148, Loss: 0.0552 Epoch 20 Batch 237/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9194, Loss: 0.0423 Epoch 20 Batch 238/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9197, Loss: 0.0447 Epoch 20 Batch 239/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9176, Loss: 0.0400 Epoch 20 Batch 240/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9123, Loss: 0.0414 Epoch 20 Batch 241/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9137, Loss: 0.0410 Epoch 20 Batch 242/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9141, Loss: 0.0439 Epoch 20 Batch 243/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9183, Loss: 0.0547 Epoch 20 Batch 244/1077 - Train Accuracy: 0.9407, Validation Accuracy: 0.9141, Loss: 0.0455 Epoch 20 Batch 245/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9190, Loss: 0.0463 Epoch 20 Batch 246/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9194, Loss: 0.0521 Epoch 20 Batch 247/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9176, Loss: 0.0528 Epoch 20 Batch 248/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9158, Loss: 0.0542 Epoch 20 Batch 249/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9023, Loss: 0.0509 Epoch 20 Batch 250/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9073, Loss: 0.0495 Epoch 20 Batch 251/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9073, Loss: 0.0564 Epoch 20 Batch 252/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9091, Loss: 0.0573 Epoch 20 Batch 253/1077 - Train Accuracy: 0.9205, Validation Accuracy: 0.9091, Loss: 0.0473 Epoch 20 Batch 254/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9087, Loss: 0.0524 Epoch 20 Batch 255/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9119, Loss: 0.0481 Epoch 20 Batch 256/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9215, Loss: 0.0765 Epoch 20 Batch 257/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9162, Loss: 0.0551 Epoch 20 Batch 258/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9134, Loss: 0.0487 Epoch 20 Batch 259/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9109, Loss: 0.0431 Epoch 20 Batch 260/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9084, Loss: 0.0466 Epoch 20 Batch 261/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9087, Loss: 0.0445 Epoch 20 Batch 262/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9155, Loss: 0.0441 Epoch 20 Batch 263/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9034, Loss: 0.0440 Epoch 20 Batch 264/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9119, Loss: 0.0539 Epoch 20 Batch 265/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9073, Loss: 0.0521 Epoch 20 Batch 266/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9041, Loss: 0.0531 Epoch 20 Batch 267/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9059, Loss: 0.0451 Epoch 20 Batch 268/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8995, Loss: 0.0547 Epoch 20 Batch 269/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8995, Loss: 0.0660 Epoch 20 Batch 270/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8988, Loss: 0.0583 Epoch 20 Batch 271/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9041, Loss: 0.0484 Epoch 20 Batch 272/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8967, Loss: 0.0758 Epoch 20 Batch 273/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9052, Loss: 0.0483 Epoch 20 Batch 274/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9052, Loss: 0.0515 Epoch 20 Batch 275/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9013, Loss: 0.0535 Epoch 20 Batch 276/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9041, Loss: 0.0728 Epoch 20 Batch 277/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.8995, Loss: 0.0435 Epoch 20 Batch 278/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8977, Loss: 0.0598 Epoch 20 Batch 279/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9009, Loss: 0.0570 Epoch 20 Batch 280/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9052, Loss: 0.0559 Epoch 20 Batch 281/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9020, Loss: 0.0589 Epoch 20 Batch 282/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9070, Loss: 0.0704 Epoch 20 Batch 283/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9013, Loss: 0.0531 Epoch 20 Batch 284/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9112, Loss: 0.0554 Epoch 20 Batch 285/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8988, Loss: 0.0566 Epoch 20 Batch 286/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8956, Loss: 0.0495 Epoch 20 Batch 287/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8896, Loss: 0.0536 Epoch 20 Batch 288/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8938, Loss: 0.0665 Epoch 20 Batch 289/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.8956, Loss: 0.0445 Epoch 20 Batch 290/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9009, Loss: 0.0726 Epoch 20 Batch 291/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.9073, Loss: 0.0669 Epoch 20 Batch 292/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9080, Loss: 0.0570 Epoch 20 Batch 293/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9080, Loss: 0.0525 Epoch 20 Batch 294/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9087, Loss: 0.0492 Epoch 20 Batch 295/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9066, Loss: 0.0645 Epoch 20 Batch 296/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9052, Loss: 0.0516 Epoch 20 Batch 297/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9034, Loss: 0.0582 Epoch 20 Batch 298/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9073, Loss: 0.0598 Epoch 20 Batch 299/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9102, Loss: 0.0564 Epoch 20 Batch 300/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.8988, Loss: 0.0443 Epoch 20 Batch 301/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8949, Loss: 0.0475 Epoch 20 Batch 302/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8913, Loss: 0.0523 Epoch 20 Batch 303/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8977, Loss: 0.0573 Epoch 20 Batch 304/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.8949, Loss: 0.0530 Epoch 20 Batch 305/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9048, Loss: 0.0508 Epoch 20 Batch 306/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9155, Loss: 0.0595 Epoch 20 Batch 307/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9123, Loss: 0.0531 Epoch 20 Batch 308/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9094, Loss: 0.0559 Epoch 20 Batch 309/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9059, Loss: 0.0392 Epoch 20 Batch 310/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9048, Loss: 0.0512 Epoch 20 Batch 311/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9070, Loss: 0.0454 Epoch 20 Batch 312/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9119, Loss: 0.0604 Epoch 20 Batch 313/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9055, Loss: 0.0430 Epoch 20 Batch 314/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9109, Loss: 0.0546 Epoch 20 Batch 315/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9212, Loss: 0.0458 Epoch 20 Batch 316/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9102, Loss: 0.0521 Epoch 20 Batch 317/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9151, Loss: 0.0597 Epoch 20 Batch 318/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9212, Loss: 0.0472 Epoch 20 Batch 319/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9123, Loss: 0.0625 Epoch 20 Batch 320/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9144, Loss: 0.0654 Epoch 20 Batch 321/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9134, Loss: 0.0451 Epoch 20 Batch 322/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9048, Loss: 0.0462 Epoch 20 Batch 323/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.8984, Loss: 0.0502 Epoch 20 Batch 324/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8878, Loss: 0.0487 Epoch 20 Batch 325/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8874, Loss: 0.0516 Epoch 20 Batch 326/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.8924, Loss: 0.0444 Epoch 20 Batch 327/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8874, Loss: 0.0623 Epoch 20 Batch 328/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8860, Loss: 0.0589 Epoch 20 Batch 329/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8846, Loss: 0.0564 Epoch 20 Batch 330/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8892, Loss: 0.0554 Epoch 20 Batch 331/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8949, Loss: 0.0549 Epoch 20 Batch 332/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8935, Loss: 0.0347 Epoch 20 Batch 333/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.8935, Loss: 0.0422 Epoch 20 Batch 334/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.8970, Loss: 0.0498 Epoch 20 Batch 335/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.8974, Loss: 0.0442 Epoch 20 Batch 336/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8991, Loss: 0.0861 Epoch 20 Batch 337/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8991, Loss: 0.0568 Epoch 20 Batch 338/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9183, Loss: 0.0700 Epoch 20 Batch 339/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9137, Loss: 0.0441 Epoch 20 Batch 340/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9130, Loss: 0.0459 Epoch 20 Batch 341/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9180, Loss: 0.0716 Epoch 20 Batch 342/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9084, Loss: 0.0485 Epoch 20 Batch 343/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9130, Loss: 0.0593 Epoch 20 Batch 344/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9087, Loss: 0.0491 Epoch 20 Batch 345/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9027, Loss: 0.0518 Epoch 20 Batch 346/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9087, Loss: 0.0514 Epoch 20 Batch 347/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9087, Loss: 0.0409 Epoch 20 Batch 348/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9116, Loss: 0.0480 Epoch 20 Batch 349/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8995, Loss: 0.0460 Epoch 20 Batch 350/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9013, Loss: 0.0510 Epoch 20 Batch 351/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9102, Loss: 0.0532 Epoch 20 Batch 352/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9109, Loss: 0.0419 Epoch 20 Batch 353/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.9105, Loss: 0.0625 Epoch 20 Batch 354/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.9038, Loss: 0.0602 Epoch 20 Batch 355/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9094, Loss: 0.0500 Epoch 20 Batch 356/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9048, Loss: 0.0538 Epoch 20 Batch 357/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8963, Loss: 0.0514 Epoch 20 Batch 358/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.9052, Loss: 0.0563 Epoch 20 Batch 359/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9055, Loss: 0.0490 Epoch 20 Batch 360/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9055, Loss: 0.0404 Epoch 20 Batch 361/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9055, Loss: 0.0421 Epoch 20 Batch 362/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9226, Loss: 0.0626 Epoch 20 Batch 363/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9165, Loss: 0.0548 Epoch 20 Batch 364/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9087, Loss: 0.0685 Epoch 20 Batch 365/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9062, Loss: 0.0421 Epoch 20 Batch 366/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9027, Loss: 0.0453 Epoch 20 Batch 367/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9002, Loss: 0.0448 Epoch 20 Batch 368/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8999, Loss: 0.0580 Epoch 20 Batch 369/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8977, Loss: 0.0525 Epoch 20 Batch 370/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9031, Loss: 0.0457 Epoch 20 Batch 371/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9052, Loss: 0.0449 Epoch 20 Batch 372/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9020, Loss: 0.0452 Epoch 20 Batch 373/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8945, Loss: 0.0374 Epoch 20 Batch 374/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8867, Loss: 0.0465 Epoch 20 Batch 375/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.8910, Loss: 0.0467 Epoch 20 Batch 376/1077 - Train Accuracy: 0.9265, Validation Accuracy: 0.8920, Loss: 0.0599 Epoch 20 Batch 377/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8942, Loss: 0.0535 Epoch 20 Batch 378/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8899, Loss: 0.0444 Epoch 20 Batch 379/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9055, Loss: 0.0585 Epoch 20 Batch 380/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9006, Loss: 0.0473 Epoch 20 Batch 381/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8999, Loss: 0.0643 Epoch 20 Batch 382/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9041, Loss: 0.0695 Epoch 20 Batch 383/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9052, Loss: 0.0520 Epoch 20 Batch 384/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9077, Loss: 0.0436 Epoch 20 Batch 385/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9013, Loss: 0.0423 Epoch 20 Batch 386/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9066, Loss: 0.0443 Epoch 20 Batch 387/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9070, Loss: 0.0506 Epoch 20 Batch 388/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9091, Loss: 0.0621 Epoch 20 Batch 389/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9084, Loss: 0.0521 Epoch 20 Batch 390/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9080, Loss: 0.0678 Epoch 20 Batch 391/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9052, Loss: 0.0564 Epoch 20 Batch 392/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9002, Loss: 0.0583 Epoch 20 Batch 393/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9055, Loss: 0.0518 Epoch 20 Batch 394/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9077, Loss: 0.0555 Epoch 20 Batch 395/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9023, Loss: 0.0526 Epoch 20 Batch 396/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9023, Loss: 0.0580 Epoch 20 Batch 397/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9105, Loss: 0.0534 Epoch 20 Batch 398/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9055, Loss: 0.0545 Epoch 20 Batch 399/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9009, Loss: 0.0519 Epoch 20 Batch 400/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8931, Loss: 0.0575 Epoch 20 Batch 401/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8931, Loss: 0.0465 Epoch 20 Batch 402/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9006, Loss: 0.0421 Epoch 20 Batch 403/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8860, Loss: 0.0659 Epoch 20 Batch 404/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.8871, Loss: 0.0492 Epoch 20 Batch 405/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8945, Loss: 0.0616 Epoch 20 Batch 406/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.8977, Loss: 0.0455 Epoch 20 Batch 407/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8949, Loss: 0.0554 Epoch 20 Batch 408/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8928, Loss: 0.0538 Epoch 20 Batch 409/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8928, Loss: 0.0563 Epoch 20 Batch 410/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8928, Loss: 0.0634 Epoch 20 Batch 411/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.8853, Loss: 0.0569 Epoch 20 Batch 412/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8807, Loss: 0.0421 Epoch 20 Batch 413/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.8832, Loss: 0.0521 Epoch 20 Batch 414/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8991, Loss: 0.0531 Epoch 20 Batch 415/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8999, Loss: 0.0656 Epoch 20 Batch 416/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9048, Loss: 0.0482 Epoch 20 Batch 417/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9098, Loss: 0.0692 Epoch 20 Batch 418/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0518 Epoch 20 Batch 419/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9066, Loss: 0.0422 Epoch 20 Batch 420/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9020, Loss: 0.0436 Epoch 20 Batch 421/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9031, Loss: 0.0684 Epoch 20 Batch 422/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9073, Loss: 0.0457 Epoch 20 Batch 423/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9077, Loss: 0.0548 Epoch 20 Batch 424/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9070, Loss: 0.0480 Epoch 20 Batch 425/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9034, Loss: 0.0442 Epoch 20 Batch 426/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9038, Loss: 0.0629 Epoch 20 Batch 427/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8977, Loss: 0.0430 Epoch 20 Batch 428/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8928, Loss: 0.0410 Epoch 20 Batch 429/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8984, Loss: 0.0467 Epoch 20 Batch 430/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8999, Loss: 0.0488 Epoch 20 Batch 431/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8977, Loss: 0.0419 Epoch 20 Batch 432/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9027, Loss: 0.0522 Epoch 20 Batch 433/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9031, Loss: 0.0526 Epoch 20 Batch 434/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9031, Loss: 0.0533 Epoch 20 Batch 435/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9016, Loss: 0.0563 Epoch 20 Batch 436/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9016, Loss: 0.0541 Epoch 20 Batch 437/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9013, Loss: 0.0432 Epoch 20 Batch 438/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9034, Loss: 0.0454 Epoch 20 Batch 439/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8963, Loss: 0.0586 Epoch 20 Batch 440/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9031, Loss: 0.0647 Epoch 20 Batch 441/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8928, Loss: 0.0498 Epoch 20 Batch 442/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8942, Loss: 0.0533 Epoch 20 Batch 443/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.8942, Loss: 0.0457 Epoch 20 Batch 444/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9045, Loss: 0.0520 Epoch 20 Batch 445/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8999, Loss: 0.0570 Epoch 20 Batch 446/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8995, Loss: 0.0409 Epoch 20 Batch 447/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8995, Loss: 0.0511 Epoch 20 Batch 448/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9002, Loss: 0.0613 Epoch 20 Batch 449/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8938, Loss: 0.0634 Epoch 20 Batch 450/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8913, Loss: 0.0548 Epoch 20 Batch 451/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.8999, Loss: 0.0482 Epoch 20 Batch 452/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9052, Loss: 0.0420 Epoch 20 Batch 453/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9055, Loss: 0.0455 Epoch 20 Batch 454/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9034, Loss: 0.0623 Epoch 20 Batch 455/1077 - Train Accuracy: 0.9439, Validation Accuracy: 0.9006, Loss: 0.0463 Epoch 20 Batch 456/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8991, Loss: 0.0539 Epoch 20 Batch 457/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9045, Loss: 0.0439 Epoch 20 Batch 458/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9041, Loss: 0.0564 Epoch 20 Batch 459/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9105, Loss: 0.0491 Epoch 20 Batch 460/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9094, Loss: 0.0559 Epoch 20 Batch 461/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9066, Loss: 0.0462 Epoch 20 Batch 462/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9020, Loss: 0.0558 Epoch 20 Batch 463/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9020, Loss: 0.0468 Epoch 20 Batch 464/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9020, Loss: 0.0530 Epoch 20 Batch 465/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9066, Loss: 0.0657 Epoch 20 Batch 466/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8984, Loss: 0.0488 Epoch 20 Batch 467/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9055, Loss: 0.0570 Epoch 20 Batch 468/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9102, Loss: 0.0521 Epoch 20 Batch 469/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9052, Loss: 0.0483 Epoch 20 Batch 470/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9084, Loss: 0.0506 Epoch 20 Batch 471/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9134, Loss: 0.0395 Epoch 20 Batch 472/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9091, Loss: 0.0433 Epoch 20 Batch 473/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9087, Loss: 0.0533 Epoch 20 Batch 474/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9016, Loss: 0.0462 Epoch 20 Batch 475/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9034, Loss: 0.0510 Epoch 20 Batch 476/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.9084, Loss: 0.0408 Epoch 20 Batch 477/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9031, Loss: 0.0523 Epoch 20 Batch 478/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9055, Loss: 0.0523 Epoch 20 Batch 479/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9013, Loss: 0.0604 Epoch 20 Batch 480/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9066, Loss: 0.0518 Epoch 20 Batch 481/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9016, Loss: 0.0465 Epoch 20 Batch 482/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9041, Loss: 0.0615 Epoch 20 Batch 483/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9073, Loss: 0.0599 Epoch 20 Batch 484/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9048, Loss: 0.0546 Epoch 20 Batch 485/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9048, Loss: 0.0513 Epoch 20 Batch 486/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9119, Loss: 0.0432 Epoch 20 Batch 487/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9130, Loss: 0.0461 Epoch 20 Batch 488/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9130, Loss: 0.0434 Epoch 20 Batch 489/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9126, Loss: 0.0423 Epoch 20 Batch 490/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9123, Loss: 0.0566 Epoch 20 Batch 491/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9173, Loss: 0.0607 Epoch 20 Batch 492/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9098, Loss: 0.0572 Epoch 20 Batch 493/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9066, Loss: 0.0401 Epoch 20 Batch 494/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9009, Loss: 0.0412 Epoch 20 Batch 495/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9087, Loss: 0.0535 Epoch 20 Batch 496/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9073, Loss: 0.0526 Epoch 20 Batch 497/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9059, Loss: 0.0569 Epoch 20 Batch 498/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9141, Loss: 0.0493 Epoch 20 Batch 499/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9087, Loss: 0.0468 Epoch 20 Batch 500/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9062, Loss: 0.0404 Epoch 20 Batch 501/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9173, Loss: 0.0415 Epoch 20 Batch 502/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9123, Loss: 0.0558 Epoch 20 Batch 503/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9180, Loss: 0.0455 Epoch 20 Batch 504/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9162, Loss: 0.0487 Epoch 20 Batch 505/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9158, Loss: 0.0424 Epoch 20 Batch 506/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9116, Loss: 0.0490 Epoch 20 Batch 507/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9126, Loss: 0.0516 Epoch 20 Batch 508/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9141, Loss: 0.0448 Epoch 20 Batch 509/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9077, Loss: 0.0545 Epoch 20 Batch 510/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9031, Loss: 0.0473 Epoch 20 Batch 511/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9080, Loss: 0.0534 Epoch 20 Batch 512/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9158, Loss: 0.0401 Epoch 20 Batch 513/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9158, Loss: 0.0581 Epoch 20 Batch 514/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9006, Loss: 0.0477 Epoch 20 Batch 515/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8977, Loss: 0.0558 Epoch 20 Batch 516/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9013, Loss: 0.0481 Epoch 20 Batch 517/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9038, Loss: 0.0512 Epoch 20 Batch 518/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9038, Loss: 0.0470 Epoch 20 Batch 519/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9009, Loss: 0.0491 Epoch 20 Batch 520/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9059, Loss: 0.0441 Epoch 20 Batch 521/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9006, Loss: 0.0447 Epoch 20 Batch 522/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.9009, Loss: 0.0597 Epoch 20 Batch 523/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9027, Loss: 0.0462 Epoch 20 Batch 524/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9091, Loss: 0.0520 Epoch 20 Batch 525/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9141, Loss: 0.0511 Epoch 20 Batch 526/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9123, Loss: 0.0433 Epoch 20 Batch 527/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9077, Loss: 0.0479 Epoch 20 Batch 528/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9176, Loss: 0.0466 Epoch 20 Batch 529/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9126, Loss: 0.0486 Epoch 20 Batch 530/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9098, Loss: 0.0504 Epoch 20 Batch 531/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9059, Loss: 0.0514 Epoch 20 Batch 532/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9066, Loss: 0.0634 Epoch 20 Batch 533/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9048, Loss: 0.0489 Epoch 20 Batch 534/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9077, Loss: 0.0612 Epoch 20 Batch 535/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9013, Loss: 0.0483 Epoch 20 Batch 536/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9045, Loss: 0.0541 Epoch 20 Batch 537/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9144, Loss: 0.0453 Epoch 20 Batch 538/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9098, Loss: 0.0420 Epoch 20 Batch 539/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9052, Loss: 0.0548 Epoch 20 Batch 540/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9123, Loss: 0.0410 Epoch 20 Batch 541/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9087, Loss: 0.0468 Epoch 20 Batch 542/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9031, Loss: 0.0495 Epoch 20 Batch 543/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9087, Loss: 0.0486 Epoch 20 Batch 544/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9038, Loss: 0.0349 Epoch 20 Batch 545/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9016, Loss: 0.0536 Epoch 20 Batch 546/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8984, Loss: 0.0533 Epoch 20 Batch 547/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9023, Loss: 0.0405 Epoch 20 Batch 548/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9027, Loss: 0.0600 Epoch 20 Batch 549/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.9080, Loss: 0.0600 Epoch 20 Batch 550/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9077, Loss: 0.0483 Epoch 20 Batch 551/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9141, Loss: 0.0565 Epoch 20 Batch 552/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9084, Loss: 0.0570 Epoch 20 Batch 553/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9084, Loss: 0.0626 Epoch 20 Batch 554/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9038, Loss: 0.0465 Epoch 20 Batch 555/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9038, Loss: 0.0468 Epoch 20 Batch 556/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9027, Loss: 0.0402 Epoch 20 Batch 557/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9027, Loss: 0.0457 Epoch 20 Batch 558/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9038, Loss: 0.0430 Epoch 20 Batch 559/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9084, Loss: 0.0509 Epoch 20 Batch 560/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9038, Loss: 0.0472 Epoch 20 Batch 561/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9045, Loss: 0.0474 Epoch 20 Batch 562/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9045, Loss: 0.0432 Epoch 20 Batch 563/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9027, Loss: 0.0542 Epoch 20 Batch 564/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9020, Loss: 0.0534 Epoch 20 Batch 565/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9094, Loss: 0.0577 Epoch 20 Batch 566/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9087, Loss: 0.0577 Epoch 20 Batch 567/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8977, Loss: 0.0476 Epoch 20 Batch 568/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8977, Loss: 0.0489 Epoch 20 Batch 569/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9020, Loss: 0.0594 Epoch 20 Batch 570/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8952, Loss: 0.0602 Epoch 20 Batch 571/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.8960, Loss: 0.0440 Epoch 20 Batch 572/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.8960, Loss: 0.0494 Epoch 20 Batch 573/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8931, Loss: 0.0746 Epoch 20 Batch 574/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8924, Loss: 0.0546 Epoch 20 Batch 575/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.8924, Loss: 0.0426 Epoch 20 Batch 576/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.8952, Loss: 0.0477 Epoch 20 Batch 577/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9002, Loss: 0.0488 Epoch 20 Batch 578/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9009, Loss: 0.0455 Epoch 20 Batch 579/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9045, Loss: 0.0498 Epoch 20 Batch 580/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9038, Loss: 0.0436 Epoch 20 Batch 581/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9094, Loss: 0.0412 Epoch 20 Batch 582/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9038, Loss: 0.0497 Epoch 20 Batch 583/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9070, Loss: 0.0593 Epoch 20 Batch 584/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9123, Loss: 0.0559 Epoch 20 Batch 585/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9119, Loss: 0.0394 Epoch 20 Batch 586/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9169, Loss: 0.0442 Epoch 20 Batch 587/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9169, Loss: 0.0510 Epoch 20 Batch 588/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9208, Loss: 0.0450 Epoch 20 Batch 589/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9162, Loss: 0.0422 Epoch 20 Batch 590/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9162, Loss: 0.0590 Epoch 20 Batch 591/1077 - Train Accuracy: 0.9134, Validation Accuracy: 0.9091, Loss: 0.0467 Epoch 20 Batch 592/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9073, Loss: 0.0561 Epoch 20 Batch 593/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9073, Loss: 0.0641 Epoch 20 Batch 594/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9169, Loss: 0.0578 Epoch 20 Batch 595/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9169, Loss: 0.0437 Epoch 20 Batch 596/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9144, Loss: 0.0541 Epoch 20 Batch 597/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9098, Loss: 0.0490 Epoch 20 Batch 598/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9094, Loss: 0.0527 Epoch 20 Batch 599/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9162, Loss: 0.0728 Epoch 20 Batch 600/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9130, Loss: 0.0566 Epoch 20 Batch 601/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.9112, Loss: 0.0560 Epoch 20 Batch 602/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9094, Loss: 0.0553 Epoch 20 Batch 603/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9190, Loss: 0.0613 Epoch 20 Batch 604/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9070, Loss: 0.0734 Epoch 20 Batch 605/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9031, Loss: 0.0605 Epoch 20 Batch 606/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9027, Loss: 0.0444 Epoch 20 Batch 607/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9098, Loss: 0.0570 Epoch 20 Batch 608/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9023, Loss: 0.0624 Epoch 20 Batch 609/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9080, Loss: 0.0595 Epoch 20 Batch 610/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9137, Loss: 0.0589 Epoch 20 Batch 611/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9109, Loss: 0.0527 Epoch 20 Batch 612/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9080, Loss: 0.0442 Epoch 20 Batch 613/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9009, Loss: 0.0642 Epoch 20 Batch 614/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9016, Loss: 0.0511 Epoch 20 Batch 615/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9009, Loss: 0.0435 Epoch 20 Batch 616/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.8977, Loss: 0.0521 Epoch 20 Batch 617/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8967, Loss: 0.0507 Epoch 20 Batch 618/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9059, Loss: 0.0532 Epoch 20 Batch 619/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9080, Loss: 0.0403 Epoch 20 Batch 620/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9141, Loss: 0.0419 Epoch 20 Batch 621/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9134, Loss: 0.0532 Epoch 20 Batch 622/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9130, Loss: 0.0594 Epoch 20 Batch 623/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9126, Loss: 0.0577 Epoch 20 Batch 624/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9077, Loss: 0.0516 Epoch 20 Batch 625/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9134, Loss: 0.0523 Epoch 20 Batch 626/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9183, Loss: 0.0448 Epoch 20 Batch 627/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9134, Loss: 0.0445 Epoch 20 Batch 628/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9087, Loss: 0.0516 Epoch 20 Batch 629/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9038, Loss: 0.0534 Epoch 20 Batch 630/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9055, Loss: 0.0452 Epoch 20 Batch 631/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9112, Loss: 0.0583 Epoch 20 Batch 632/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9162, Loss: 0.0469 Epoch 20 Batch 633/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9258, Loss: 0.0455 Epoch 20 Batch 634/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9205, Loss: 0.0377 Epoch 20 Batch 635/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9187, Loss: 0.0569 Epoch 20 Batch 636/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9119, Loss: 0.0525 Epoch 20 Batch 637/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9009, Loss: 0.0505 Epoch 20 Batch 638/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9020, Loss: 0.0411 Epoch 20 Batch 639/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9077, Loss: 0.0614 Epoch 20 Batch 640/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.9197, Loss: 0.0469 Epoch 20 Batch 641/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9208, Loss: 0.0434 Epoch 20 Batch 642/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9144, Loss: 0.0482 Epoch 20 Batch 643/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9087, Loss: 0.0400 Epoch 20 Batch 644/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9087, Loss: 0.0513 Epoch 20 Batch 645/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9116, Loss: 0.0527 Epoch 20 Batch 646/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9084, Loss: 0.0496 Epoch 20 Batch 647/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9023, Loss: 0.0571 Epoch 20 Batch 648/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.8988, Loss: 0.0396 Epoch 20 Batch 649/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9006, Loss: 0.0497 Epoch 20 Batch 650/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9034, Loss: 0.0458 Epoch 20 Batch 651/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9034, Loss: 0.0483 Epoch 20 Batch 652/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9059, Loss: 0.0540 Epoch 20 Batch 653/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9034, Loss: 0.0574 Epoch 20 Batch 654/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9034, Loss: 0.0509 Epoch 20 Batch 655/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9087, Loss: 0.0674 Epoch 20 Batch 656/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9077, Loss: 0.0474 Epoch 20 Batch 657/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9077, Loss: 0.0541 Epoch 20 Batch 658/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9073, Loss: 0.0373 Epoch 20 Batch 659/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9062, Loss: 0.0562 Epoch 20 Batch 660/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9094, Loss: 0.0506 Epoch 20 Batch 661/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.8995, Loss: 0.0480 Epoch 20 Batch 662/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.8967, Loss: 0.0462 Epoch 20 Batch 663/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9023, Loss: 0.0423 Epoch 20 Batch 664/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9126, Loss: 0.0568 Epoch 20 Batch 665/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9091, Loss: 0.0417 Epoch 20 Batch 666/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9038, Loss: 0.0501 Epoch 20 Batch 667/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9034, Loss: 0.0570 Epoch 20 Batch 668/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9034, Loss: 0.0451 Epoch 20 Batch 669/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9077, Loss: 0.0454 Epoch 20 Batch 670/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9062, Loss: 0.0456 Epoch 20 Batch 671/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9013, Loss: 0.0563 Epoch 20 Batch 672/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9006, Loss: 0.0430 Epoch 20 Batch 673/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8981, Loss: 0.0562 Epoch 20 Batch 674/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.8999, Loss: 0.0478 Epoch 20 Batch 675/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9073, Loss: 0.0535 Epoch 20 Batch 676/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9158, Loss: 0.0512 Epoch 20 Batch 677/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9180, Loss: 0.0653 Epoch 20 Batch 678/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9148, Loss: 0.0379 Epoch 20 Batch 679/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9176, Loss: 0.0510 Epoch 20 Batch 680/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9176, Loss: 0.0541 Epoch 20 Batch 681/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9176, Loss: 0.0444 Epoch 20 Batch 682/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9155, Loss: 0.0514 Epoch 20 Batch 683/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9194, Loss: 0.0463 Epoch 20 Batch 684/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9144, Loss: 0.0439 Epoch 20 Batch 685/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9119, Loss: 0.0565 Epoch 20 Batch 686/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9094, Loss: 0.0444 Epoch 20 Batch 687/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9098, Loss: 0.0550 Epoch 20 Batch 688/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9091, Loss: 0.0456 Epoch 20 Batch 689/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9141, Loss: 0.0408 Epoch 20 Batch 690/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9144, Loss: 0.0524 Epoch 20 Batch 691/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9141, Loss: 0.0477 Epoch 20 Batch 692/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9187, Loss: 0.0464 Epoch 20 Batch 693/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.9215, Loss: 0.0800 Epoch 20 Batch 694/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9176, Loss: 0.0500 Epoch 20 Batch 695/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9134, Loss: 0.0476 Epoch 20 Batch 696/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9105, Loss: 0.0528 Epoch 20 Batch 697/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9077, Loss: 0.0449 Epoch 20 Batch 698/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9201, Loss: 0.0454 Epoch 20 Batch 699/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9205, Loss: 0.0422 Epoch 20 Batch 700/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9205, Loss: 0.0478 Epoch 20 Batch 701/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9201, Loss: 0.0521 Epoch 20 Batch 702/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9201, Loss: 0.0622 Epoch 20 Batch 703/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9134, Loss: 0.0532 Epoch 20 Batch 704/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9126, Loss: 0.0605 Epoch 20 Batch 705/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9130, Loss: 0.0556 Epoch 20 Batch 706/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.9215, Loss: 0.0662 Epoch 20 Batch 707/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9130, Loss: 0.0541 Epoch 20 Batch 708/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9052, Loss: 0.0507 Epoch 20 Batch 709/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9055, Loss: 0.0645 Epoch 20 Batch 710/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9105, Loss: 0.0386 Epoch 20 Batch 711/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9059, Loss: 0.0670 Epoch 20 Batch 712/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9045, Loss: 0.0422 Epoch 20 Batch 713/1077 - Train Accuracy: 0.9339, Validation Accuracy: 0.9048, Loss: 0.0451 Epoch 20 Batch 714/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9070, Loss: 0.0507 Epoch 20 Batch 715/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9094, Loss: 0.0549 Epoch 20 Batch 716/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9162, Loss: 0.0433 Epoch 20 Batch 717/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9165, Loss: 0.0438 Epoch 20 Batch 718/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9130, Loss: 0.0518 Epoch 20 Batch 719/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8970, Loss: 0.0482 Epoch 20 Batch 720/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9041, Loss: 0.0597 Epoch 20 Batch 721/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9098, Loss: 0.0591 Epoch 20 Batch 722/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9027, Loss: 0.0410 Epoch 20 Batch 723/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8977, Loss: 0.0561 Epoch 20 Batch 724/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9055, Loss: 0.0554 Epoch 20 Batch 725/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9023, Loss: 0.0410 Epoch 20 Batch 726/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9031, Loss: 0.0505 Epoch 20 Batch 727/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9080, Loss: 0.0506 Epoch 20 Batch 728/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9098, Loss: 0.0627 Epoch 20 Batch 729/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9080, Loss: 0.0586 Epoch 20 Batch 730/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9119, Loss: 0.0681 Epoch 20 Batch 731/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9094, Loss: 0.0549 Epoch 20 Batch 732/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9020, Loss: 0.0546 Epoch 20 Batch 733/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9006, Loss: 0.0571 Epoch 20 Batch 734/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.8981, Loss: 0.0609 Epoch 20 Batch 735/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9059, Loss: 0.0420 Epoch 20 Batch 736/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9077, Loss: 0.0486 Epoch 20 Batch 737/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9073, Loss: 0.0607 Epoch 20 Batch 738/1077 - Train Accuracy: 0.9307, Validation Accuracy: 0.9116, Loss: 0.0387 Epoch 20 Batch 739/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9173, Loss: 0.0446 Epoch 20 Batch 740/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9208, Loss: 0.0387 Epoch 20 Batch 741/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9208, Loss: 0.0603 Epoch 20 Batch 742/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9130, Loss: 0.0493 Epoch 20 Batch 743/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9215, Loss: 0.0524 Epoch 20 Batch 744/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9194, Loss: 0.0506 Epoch 20 Batch 745/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9226, Loss: 0.0535 Epoch 20 Batch 746/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9119, Loss: 0.0465 Epoch 20 Batch 747/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9105, Loss: 0.0441 Epoch 20 Batch 748/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9062, Loss: 0.0482 Epoch 20 Batch 749/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9105, Loss: 0.0467 Epoch 20 Batch 750/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9141, Loss: 0.0450 Epoch 20 Batch 751/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9141, Loss: 0.0534 Epoch 20 Batch 752/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9134, Loss: 0.0511 Epoch 20 Batch 753/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9134, Loss: 0.0456 Epoch 20 Batch 754/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9062, Loss: 0.0560 Epoch 20 Batch 755/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9052, Loss: 0.0617 Epoch 20 Batch 756/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9148, Loss: 0.0504 Epoch 20 Batch 757/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9080, Loss: 0.0531 Epoch 20 Batch 758/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9031, Loss: 0.0407 Epoch 20 Batch 759/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9091, Loss: 0.0485 Epoch 20 Batch 760/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9155, Loss: 0.0573 Epoch 20 Batch 761/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9080, Loss: 0.0490 Epoch 20 Batch 762/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9038, Loss: 0.0464 Epoch 20 Batch 763/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9041, Loss: 0.0531 Epoch 20 Batch 764/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9041, Loss: 0.0496 Epoch 20 Batch 765/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9165, Loss: 0.0534 Epoch 20 Batch 766/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9279, Loss: 0.0560 Epoch 20 Batch 767/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9258, Loss: 0.0473 Epoch 20 Batch 768/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9208, Loss: 0.0502 Epoch 20 Batch 769/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9219, Loss: 0.0469 Epoch 20 Batch 770/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9251, Loss: 0.0515 Epoch 20 Batch 771/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9226, Loss: 0.0512 Epoch 20 Batch 772/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9137, Loss: 0.0459 Epoch 20 Batch 773/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9240, Loss: 0.0479 Epoch 20 Batch 774/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9265, Loss: 0.0577 Epoch 20 Batch 775/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9244, Loss: 0.0512 Epoch 20 Batch 776/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9201, Loss: 0.0429 Epoch 20 Batch 777/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9237, Loss: 0.0466 Epoch 20 Batch 778/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9276, Loss: 0.0513 Epoch 20 Batch 779/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9272, Loss: 0.0480 Epoch 20 Batch 780/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9308, Loss: 0.0663 Epoch 20 Batch 781/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9183, Loss: 0.0394 Epoch 20 Batch 782/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9197, Loss: 0.0513 Epoch 20 Batch 783/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9130, Loss: 0.0550 Epoch 20 Batch 784/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9205, Loss: 0.0409 Epoch 20 Batch 785/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9208, Loss: 0.0428 Epoch 20 Batch 786/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9155, Loss: 0.0503 Epoch 20 Batch 787/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9112, Loss: 0.0504 Epoch 20 Batch 788/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9091, Loss: 0.0433 Epoch 20 Batch 789/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9023, Loss: 0.0605 Epoch 20 Batch 790/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.9038, Loss: 0.0552 Epoch 20 Batch 791/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9105, Loss: 0.0601 Epoch 20 Batch 792/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9055, Loss: 0.0574 Epoch 20 Batch 793/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9077, Loss: 0.0482 Epoch 20 Batch 794/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9094, Loss: 0.0392 Epoch 20 Batch 795/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9055, Loss: 0.0594 Epoch 20 Batch 796/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9144, Loss: 0.0529 Epoch 20 Batch 797/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9222, Loss: 0.0496 Epoch 20 Batch 798/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9205, Loss: 0.0473 Epoch 20 Batch 799/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9162, Loss: 0.0600 Epoch 20 Batch 800/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9222, Loss: 0.0410 Epoch 20 Batch 801/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9062, Loss: 0.0485 Epoch 20 Batch 802/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9059, Loss: 0.0552 Epoch 20 Batch 803/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9123, Loss: 0.0501 Epoch 20 Batch 804/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9169, Loss: 0.0422 Epoch 20 Batch 805/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9162, Loss: 0.0574 Epoch 20 Batch 806/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9162, Loss: 0.0450 Epoch 20 Batch 807/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9187, Loss: 0.0394 Epoch 20 Batch 808/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9116, Loss: 0.0641 Epoch 20 Batch 809/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9190, Loss: 0.0754 Epoch 20 Batch 810/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9165, Loss: 0.0449 Epoch 20 Batch 811/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9190, Loss: 0.0509 Epoch 20 Batch 812/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9116, Loss: 0.0520 Epoch 20 Batch 813/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9119, Loss: 0.0507 Epoch 20 Batch 814/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9020, Loss: 0.0618 Epoch 20 Batch 815/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9094, Loss: 0.0510 Epoch 20 Batch 816/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9116, Loss: 0.0450 Epoch 20 Batch 817/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9137, Loss: 0.0573 Epoch 20 Batch 818/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9158, Loss: 0.0501 Epoch 20 Batch 819/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9112, Loss: 0.0497 Epoch 20 Batch 820/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9119, Loss: 0.0501 Epoch 20 Batch 821/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9237, Loss: 0.0464 Epoch 20 Batch 822/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9183, Loss: 0.0460 Epoch 20 Batch 823/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9059, Loss: 0.0441 Epoch 20 Batch 824/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9091, Loss: 0.0566 Epoch 20 Batch 825/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9134, Loss: 0.0433 Epoch 20 Batch 826/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9006, Loss: 0.0468 Epoch 20 Batch 827/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9055, Loss: 0.0536 Epoch 20 Batch 828/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9070, Loss: 0.0390 Epoch 20 Batch 829/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9066, Loss: 0.0636 Epoch 20 Batch 830/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.9105, Loss: 0.0596 Epoch 20 Batch 831/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9190, Loss: 0.0506 Epoch 20 Batch 832/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9165, Loss: 0.0431 Epoch 20 Batch 833/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9119, Loss: 0.0561 Epoch 20 Batch 834/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9155, Loss: 0.0501 Epoch 20 Batch 835/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9126, Loss: 0.0540 Epoch 20 Batch 836/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9180, Loss: 0.0526 Epoch 20 Batch 837/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9180, Loss: 0.0536 Epoch 20 Batch 838/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9077, Loss: 0.0467 Epoch 20 Batch 839/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9173, Loss: 0.0436 Epoch 20 Batch 840/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9155, Loss: 0.0449 Epoch 20 Batch 841/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9173, Loss: 0.0681 Epoch 20 Batch 842/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9244, Loss: 0.0424 Epoch 20 Batch 843/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9226, Loss: 0.0439 Epoch 20 Batch 844/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9258, Loss: 0.0453 Epoch 20 Batch 845/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9300, Loss: 0.0475 Epoch 20 Batch 846/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9226, Loss: 0.0624 Epoch 20 Batch 847/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9254, Loss: 0.0578 Epoch 20 Batch 848/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9254, Loss: 0.0409 Epoch 20 Batch 849/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9244, Loss: 0.0420 Epoch 20 Batch 850/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9173, Loss: 0.0661 Epoch 20 Batch 851/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9155, Loss: 0.0572 Epoch 20 Batch 852/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9212, Loss: 0.0675 Epoch 20 Batch 853/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9091, Loss: 0.0458 Epoch 20 Batch 854/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9091, Loss: 0.0555 Epoch 20 Batch 855/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9052, Loss: 0.0564 Epoch 20 Batch 856/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9055, Loss: 0.0504 Epoch 20 Batch 857/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9048, Loss: 0.0427 Epoch 20 Batch 858/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9048, Loss: 0.0427 Epoch 20 Batch 859/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9048, Loss: 0.0517 Epoch 20 Batch 860/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9045, Loss: 0.0510 Epoch 20 Batch 861/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9045, Loss: 0.0527 Epoch 20 Batch 862/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9041, Loss: 0.0506 Epoch 20 Batch 863/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9038, Loss: 0.0500 Epoch 20 Batch 864/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9038, Loss: 0.0539 Epoch 20 Batch 865/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9016, Loss: 0.0460 Epoch 20 Batch 866/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9066, Loss: 0.0549 Epoch 20 Batch 867/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9102, Loss: 0.0921 Epoch 20 Batch 868/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9102, Loss: 0.0515 Epoch 20 Batch 869/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9073, Loss: 0.0466 Epoch 20 Batch 870/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9048, Loss: 0.0597 Epoch 20 Batch 871/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8995, Loss: 0.0441 Epoch 20 Batch 872/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.8999, Loss: 0.0531 Epoch 20 Batch 873/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9123, Loss: 0.0498 Epoch 20 Batch 874/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9073, Loss: 0.0526 Epoch 20 Batch 875/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9073, Loss: 0.0491 Epoch 20 Batch 876/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9020, Loss: 0.0439 Epoch 20 Batch 877/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9027, Loss: 0.0438 Epoch 20 Batch 878/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9016, Loss: 0.0513 Epoch 20 Batch 879/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9020, Loss: 0.0404 Epoch 20 Batch 880/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9023, Loss: 0.0608 Epoch 20 Batch 881/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0513 Epoch 20 Batch 882/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9059, Loss: 0.0542 Epoch 20 Batch 883/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9009, Loss: 0.0677 Epoch 20 Batch 884/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9020, Loss: 0.0510 Epoch 20 Batch 885/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.9087, Loss: 0.0382 Epoch 20 Batch 886/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9162, Loss: 0.0467 Epoch 20 Batch 887/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9119, Loss: 0.0590 Epoch 20 Batch 888/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9237, Loss: 0.0512 Epoch 20 Batch 889/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9176, Loss: 0.0472 Epoch 20 Batch 890/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9212, Loss: 0.0531 Epoch 20 Batch 891/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9276, Loss: 0.0453 Epoch 20 Batch 892/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9258, Loss: 0.0431 Epoch 20 Batch 893/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9130, Loss: 0.0490 Epoch 20 Batch 894/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9052, Loss: 0.0441 Epoch 20 Batch 895/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9116, Loss: 0.0437 Epoch 20 Batch 896/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9098, Loss: 0.0512 Epoch 20 Batch 897/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9094, Loss: 0.0428 Epoch 20 Batch 898/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8995, Loss: 0.0404 Epoch 20 Batch 899/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8977, Loss: 0.0519 Epoch 20 Batch 900/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9034, Loss: 0.0547 Epoch 20 Batch 901/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9034, Loss: 0.0611 Epoch 20 Batch 902/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9048, Loss: 0.0560 Epoch 20 Batch 903/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9105, Loss: 0.0464 Epoch 20 Batch 904/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9091, Loss: 0.0410 Epoch 20 Batch 905/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9087, Loss: 0.0385 Epoch 20 Batch 906/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9119, Loss: 0.0442 Epoch 20 Batch 907/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9080, Loss: 0.0494 Epoch 20 Batch 908/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9130, Loss: 0.0539 Epoch 20 Batch 909/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9151, Loss: 0.0540 Epoch 20 Batch 910/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9215, Loss: 0.0527 Epoch 20 Batch 911/1077 - Train Accuracy: 0.9300, Validation Accuracy: 0.9283, Loss: 0.0682 Epoch 20 Batch 912/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9240, Loss: 0.0476 Epoch 20 Batch 913/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9286, Loss: 0.0642 Epoch 20 Batch 914/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9197, Loss: 0.0793 Epoch 20 Batch 915/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9226, Loss: 0.0451 Epoch 20 Batch 916/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9155, Loss: 0.0535 Epoch 20 Batch 917/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9148, Loss: 0.0482 Epoch 20 Batch 918/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9226, Loss: 0.0488 Epoch 20 Batch 919/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9180, Loss: 0.0414 Epoch 20 Batch 920/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9130, Loss: 0.0405 Epoch 20 Batch 921/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9144, Loss: 0.0531 Epoch 20 Batch 922/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9084, Loss: 0.0514 Epoch 20 Batch 923/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.8991, Loss: 0.0408 Epoch 20 Batch 924/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9052, Loss: 0.0619 Epoch 20 Batch 925/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9048, Loss: 0.0405 Epoch 20 Batch 926/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9094, Loss: 0.0578 Epoch 20 Batch 927/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9119, Loss: 0.0595 Epoch 20 Batch 928/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9155, Loss: 0.0507 Epoch 20 Batch 929/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9151, Loss: 0.0489 Epoch 20 Batch 930/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9144, Loss: 0.0376 Epoch 20 Batch 931/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9073, Loss: 0.0490 Epoch 20 Batch 932/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9130, Loss: 0.0445 Epoch 20 Batch 933/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9130, Loss: 0.0450 Epoch 20 Batch 934/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9130, Loss: 0.0420 Epoch 20 Batch 935/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9169, Loss: 0.0482 Epoch 20 Batch 936/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9173, Loss: 0.0555 Epoch 20 Batch 937/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9148, Loss: 0.0697 Epoch 20 Batch 938/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9059, Loss: 0.0527 Epoch 20 Batch 939/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9034, Loss: 0.0579 Epoch 20 Batch 940/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9045, Loss: 0.0407 Epoch 20 Batch 941/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.8967, Loss: 0.0423 Epoch 20 Batch 942/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8910, Loss: 0.0582 Epoch 20 Batch 943/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9094, Loss: 0.0483 Epoch 20 Batch 944/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9087, Loss: 0.0456 Epoch 20 Batch 945/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9045, Loss: 0.0402 Epoch 20 Batch 946/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9045, Loss: 0.0391 Epoch 20 Batch 947/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9038, Loss: 0.0623 Epoch 20 Batch 948/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9059, Loss: 0.0497 Epoch 20 Batch 949/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9080, Loss: 0.0403 Epoch 20 Batch 950/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9031, Loss: 0.0433 Epoch 20 Batch 951/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9027, Loss: 0.0553 Epoch 20 Batch 952/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9023, Loss: 0.0348 Epoch 20 Batch 953/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9038, Loss: 0.0458 Epoch 20 Batch 954/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9027, Loss: 0.0544 Epoch 20 Batch 955/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9023, Loss: 0.0579 Epoch 20 Batch 956/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9094, Loss: 0.0523 Epoch 20 Batch 957/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9105, Loss: 0.0371 Epoch 20 Batch 958/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9052, Loss: 0.0535 Epoch 20 Batch 959/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9002, Loss: 0.0539 Epoch 20 Batch 960/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9055, Loss: 0.0498 Epoch 20 Batch 961/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9109, Loss: 0.0392 Epoch 20 Batch 962/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9109, Loss: 0.0551 Epoch 20 Batch 963/1077 - Train Accuracy: 0.9210, Validation Accuracy: 0.9130, Loss: 0.0590 Epoch 20 Batch 964/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9187, Loss: 0.0394 Epoch 20 Batch 965/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9116, Loss: 0.0615 Epoch 20 Batch 966/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9070, Loss: 0.0387 Epoch 20 Batch 967/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9098, Loss: 0.0522 Epoch 20 Batch 968/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9144, Loss: 0.0605 Epoch 20 Batch 969/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9151, Loss: 0.0631 Epoch 20 Batch 970/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9237, Loss: 0.0465 Epoch 20 Batch 971/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9283, Loss: 0.0568 Epoch 20 Batch 972/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9237, Loss: 0.0523 Epoch 20 Batch 973/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9240, Loss: 0.0372 Epoch 20 Batch 974/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9237, Loss: 0.0422 Epoch 20 Batch 975/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9144, Loss: 0.0484 Epoch 20 Batch 976/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9105, Loss: 0.0436 Epoch 20 Batch 977/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9102, Loss: 0.0394 Epoch 20 Batch 978/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9087, Loss: 0.0491 Epoch 20 Batch 979/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9077, Loss: 0.0476 Epoch 20 Batch 980/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8991, Loss: 0.0524 Epoch 20 Batch 981/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8991, Loss: 0.0512 Epoch 20 Batch 982/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9038, Loss: 0.0530 Epoch 20 Batch 983/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9023, Loss: 0.0510 Epoch 20 Batch 984/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9016, Loss: 0.0550 Epoch 20 Batch 985/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9002, Loss: 0.0459 Epoch 20 Batch 986/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9027, Loss: 0.0421 Epoch 20 Batch 987/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9048, Loss: 0.0447 Epoch 20 Batch 988/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9080, Loss: 0.0560 Epoch 20 Batch 989/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9087, Loss: 0.0542 Epoch 20 Batch 990/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9087, Loss: 0.0550 Epoch 20 Batch 991/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8991, Loss: 0.0474 Epoch 20 Batch 992/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9002, Loss: 0.0502 Epoch 20 Batch 993/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.8991, Loss: 0.0333 Epoch 20 Batch 994/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9144, Loss: 0.0446 Epoch 20 Batch 995/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9126, Loss: 0.0433 Epoch 20 Batch 996/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9165, Loss: 0.0498 Epoch 20 Batch 997/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9116, Loss: 0.0493 Epoch 20 Batch 998/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9187, Loss: 0.0430 Epoch 20 Batch 999/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9080, Loss: 0.0583 Epoch 20 Batch 1000/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9109, Loss: 0.0519 Epoch 20 Batch 1001/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9137, Loss: 0.0391 Epoch 20 Batch 1002/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9137, Loss: 0.0376 Epoch 20 Batch 1003/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9034, Loss: 0.0501 Epoch 20 Batch 1004/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9158, Loss: 0.0504 Epoch 20 Batch 1005/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9116, Loss: 0.0503 Epoch 20 Batch 1006/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9137, Loss: 0.0403 Epoch 20 Batch 1007/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9130, Loss: 0.0420 Epoch 20 Batch 1008/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9183, Loss: 0.0518 Epoch 20 Batch 1009/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9155, Loss: 0.0357 Epoch 20 Batch 1010/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9155, Loss: 0.0445 Epoch 20 Batch 1011/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9190, Loss: 0.0498 Epoch 20 Batch 1012/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9308, Loss: 0.0388 Epoch 20 Batch 1013/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9304, Loss: 0.0364 Epoch 20 Batch 1014/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9279, Loss: 0.0412 Epoch 20 Batch 1015/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9180, Loss: 0.0628 Epoch 20 Batch 1016/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9233, Loss: 0.0562 Epoch 20 Batch 1017/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9155, Loss: 0.0418 Epoch 20 Batch 1018/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9158, Loss: 0.0519 Epoch 20 Batch 1019/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9073, Loss: 0.0617 Epoch 20 Batch 1020/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9123, Loss: 0.0452 Epoch 20 Batch 1021/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9077, Loss: 0.0541 Epoch 20 Batch 1022/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9048, Loss: 0.0375 Epoch 20 Batch 1023/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9094, Loss: 0.0520 Epoch 20 Batch 1024/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9094, Loss: 0.0537 Epoch 20 Batch 1025/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9091, Loss: 0.0439 Epoch 20 Batch 1026/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9116, Loss: 0.0506 Epoch 20 Batch 1027/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9027, Loss: 0.0452 Epoch 20 Batch 1028/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9123, Loss: 0.0521 Epoch 20 Batch 1029/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9222, Loss: 0.0392 Epoch 20 Batch 1030/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9176, Loss: 0.0490 Epoch 20 Batch 1031/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9134, Loss: 0.0555 Epoch 20 Batch 1032/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9190, Loss: 0.0551 Epoch 20 Batch 1033/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9190, Loss: 0.0557 Epoch 20 Batch 1034/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9180, Loss: 0.0517 Epoch 20 Batch 1035/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9048, Loss: 0.0379 Epoch 20 Batch 1036/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9077, Loss: 0.0721 Epoch 20 Batch 1037/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9119, Loss: 0.0478 Epoch 20 Batch 1038/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9094, Loss: 0.0632 Epoch 20 Batch 1039/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9190, Loss: 0.0466 Epoch 20 Batch 1040/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9190, Loss: 0.0460 Epoch 20 Batch 1041/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9119, Loss: 0.0530 Epoch 20 Batch 1042/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9119, Loss: 0.0507 Epoch 20 Batch 1043/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9091, Loss: 0.0731 Epoch 20 Batch 1044/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9098, Loss: 0.0566 Epoch 20 Batch 1045/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9070, Loss: 0.0505 Epoch 20 Batch 1046/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9098, Loss: 0.0424 Epoch 20 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9052, Loss: 0.0440 Epoch 20 Batch 1048/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9080, Loss: 0.0528 Epoch 20 Batch 1049/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9059, Loss: 0.0515 Epoch 20 Batch 1050/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9002, Loss: 0.0404 Epoch 20 Batch 1051/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9123, Loss: 0.0572 Epoch 20 Batch 1052/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9059, Loss: 0.0489 Epoch 20 Batch 1053/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9187, Loss: 0.0515 Epoch 20 Batch 1054/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9116, Loss: 0.0434 Epoch 20 Batch 1055/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9109, Loss: 0.0536 Epoch 20 Batch 1056/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9080, Loss: 0.0463 Epoch 20 Batch 1057/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9155, Loss: 0.0527 Epoch 20 Batch 1058/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.9109, Loss: 0.0559 Epoch 20 Batch 1059/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8974, Loss: 0.0687 Epoch 20 Batch 1060/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9048, Loss: 0.0439 Epoch 20 Batch 1061/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8970, Loss: 0.0656 Epoch 20 Batch 1062/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8942, Loss: 0.0602 Epoch 20 Batch 1063/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9062, Loss: 0.0532 Epoch 20 Batch 1064/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9151, Loss: 0.0484 Epoch 20 Batch 1065/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9247, Loss: 0.0545 Epoch 20 Batch 1066/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9233, Loss: 0.0423 Epoch 20 Batch 1067/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9237, Loss: 0.0495 Epoch 20 Batch 1068/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9286, Loss: 0.0412 Epoch 20 Batch 1069/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9237, Loss: 0.0442 Epoch 20 Batch 1070/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9237, Loss: 0.0453 Epoch 20 Batch 1071/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9244, Loss: 0.0460 Epoch 20 Batch 1072/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9201, Loss: 0.0487 Epoch 20 Batch 1073/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9219, Loss: 0.0561 Epoch 20 Batch 1074/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9304, Loss: 0.0638 Epoch 20 Batch 1075/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9258, Loss: 0.0572 Epoch 21 Batch 1/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9261, Loss: 0.0397 Epoch 21 Batch 2/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.9205, Loss: 0.0494 Epoch 21 Batch 3/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9244, Loss: 0.0555 Epoch 21 Batch 4/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9190, Loss: 0.0444 Epoch 21 Batch 5/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9201, Loss: 0.0602 Epoch 21 Batch 6/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9180, Loss: 0.0424 Epoch 21 Batch 7/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9155, Loss: 0.0458 Epoch 21 Batch 8/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9197, Loss: 0.0448 Epoch 21 Batch 9/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9137, Loss: 0.0494 Epoch 21 Batch 10/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9102, Loss: 0.0502 Epoch 21 Batch 11/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9162, Loss: 0.0579 Epoch 21 Batch 12/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9162, Loss: 0.0495 Epoch 21 Batch 13/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9130, Loss: 0.0650 Epoch 21 Batch 14/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9112, Loss: 0.0366 Epoch 21 Batch 15/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9176, Loss: 0.0405 Epoch 21 Batch 16/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9194, Loss: 0.0490 Epoch 21 Batch 17/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9190, Loss: 0.0443 Epoch 21 Batch 18/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9176, Loss: 0.0464 Epoch 21 Batch 19/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9105, Loss: 0.0414 Epoch 21 Batch 20/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9105, Loss: 0.0435 Epoch 21 Batch 21/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9134, Loss: 0.0502 Epoch 21 Batch 22/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9116, Loss: 0.0520 Epoch 21 Batch 23/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9116, Loss: 0.0398 Epoch 21 Batch 24/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9066, Loss: 0.0496 Epoch 21 Batch 25/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0431 Epoch 21 Batch 26/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9112, Loss: 0.0540 Epoch 21 Batch 27/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9109, Loss: 0.0352 Epoch 21 Batch 28/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9130, Loss: 0.0512 Epoch 21 Batch 29/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9130, Loss: 0.0497 Epoch 21 Batch 30/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9137, Loss: 0.0442 Epoch 21 Batch 31/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0458 Epoch 21 Batch 32/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9347, Loss: 0.0415 Epoch 21 Batch 33/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9293, Loss: 0.0483 Epoch 21 Batch 34/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9272, Loss: 0.0519 Epoch 21 Batch 35/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9297, Loss: 0.0508 Epoch 21 Batch 36/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9247, Loss: 0.0486 Epoch 21 Batch 37/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9176, Loss: 0.0444 Epoch 21 Batch 38/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9180, Loss: 0.0626 Epoch 21 Batch 39/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9208, Loss: 0.0641 Epoch 21 Batch 40/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9251, Loss: 0.0431 Epoch 21 Batch 41/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9343, Loss: 0.0420 Epoch 21 Batch 42/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9279, Loss: 0.0579 Epoch 21 Batch 43/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9254, Loss: 0.0340 Epoch 21 Batch 44/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9254, Loss: 0.0553 Epoch 21 Batch 45/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9229, Loss: 0.0501 Epoch 21 Batch 46/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9197, Loss: 0.0582 Epoch 21 Batch 47/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8988, Loss: 0.0515 Epoch 21 Batch 48/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9077, Loss: 0.0663 Epoch 21 Batch 49/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9094, Loss: 0.0633 Epoch 21 Batch 50/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9116, Loss: 0.0475 Epoch 21 Batch 51/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9098, Loss: 0.0477 Epoch 21 Batch 52/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9080, Loss: 0.0650 Epoch 21 Batch 53/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9080, Loss: 0.0512 Epoch 21 Batch 54/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9066, Loss: 0.0795 Epoch 21 Batch 55/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9141, Loss: 0.0438 Epoch 21 Batch 56/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9077, Loss: 0.0461 Epoch 21 Batch 57/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9084, Loss: 0.0529 Epoch 21 Batch 58/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8999, Loss: 0.0443 Epoch 21 Batch 59/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8956, Loss: 0.0487 Epoch 21 Batch 60/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9080, Loss: 0.0360 Epoch 21 Batch 61/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9048, Loss: 0.0554 Epoch 21 Batch 62/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9002, Loss: 0.0582 Epoch 21 Batch 63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8967, Loss: 0.0403 Epoch 21 Batch 64/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9080, Loss: 0.0479 Epoch 21 Batch 65/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9087, Loss: 0.0494 Epoch 21 Batch 66/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9197, Loss: 0.0348 Epoch 21 Batch 67/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9105, Loss: 0.0456 Epoch 21 Batch 68/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9215, Loss: 0.0597 Epoch 21 Batch 69/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9151, Loss: 0.0621 Epoch 21 Batch 70/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9251, Loss: 0.0591 Epoch 21 Batch 71/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9279, Loss: 0.0377 Epoch 21 Batch 72/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9237, Loss: 0.0514 Epoch 21 Batch 73/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9187, Loss: 0.0491 Epoch 21 Batch 74/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9233, Loss: 0.0457 Epoch 21 Batch 75/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9347, Loss: 0.0696 Epoch 21 Batch 76/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9350, Loss: 0.0407 Epoch 21 Batch 77/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9318, Loss: 0.0469 Epoch 21 Batch 78/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.9215, Loss: 0.0504 Epoch 21 Batch 79/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9126, Loss: 0.0462 Epoch 21 Batch 80/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9155, Loss: 0.0434 Epoch 21 Batch 81/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9148, Loss: 0.0423 Epoch 21 Batch 82/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9215, Loss: 0.0483 Epoch 21 Batch 83/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9190, Loss: 0.0445 Epoch 21 Batch 84/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9247, Loss: 0.0451 Epoch 21 Batch 85/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9194, Loss: 0.0448 Epoch 21 Batch 86/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9190, Loss: 0.0446 Epoch 21 Batch 87/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9126, Loss: 0.0620 Epoch 21 Batch 88/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9155, Loss: 0.0550 Epoch 21 Batch 89/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9201, Loss: 0.0538 Epoch 21 Batch 90/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9141, Loss: 0.0431 Epoch 21 Batch 91/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9148, Loss: 0.0454 Epoch 21 Batch 92/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9112, Loss: 0.0542 Epoch 21 Batch 93/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9105, Loss: 0.0441 Epoch 21 Batch 94/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9087, Loss: 0.0404 Epoch 21 Batch 95/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9109, Loss: 0.0524 Epoch 21 Batch 96/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9041, Loss: 0.0534 Epoch 21 Batch 97/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9052, Loss: 0.0497 Epoch 21 Batch 98/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9077, Loss: 0.0543 Epoch 21 Batch 99/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9091, Loss: 0.0457 Epoch 21 Batch 100/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9016, Loss: 0.0480 Epoch 21 Batch 101/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9045, Loss: 0.0456 Epoch 21 Batch 102/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9052, Loss: 0.0439 Epoch 21 Batch 103/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8974, Loss: 0.0598 Epoch 21 Batch 104/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.8999, Loss: 0.0549 Epoch 21 Batch 105/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9055, Loss: 0.0461 Epoch 21 Batch 106/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8988, Loss: 0.0594 Epoch 21 Batch 107/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.9041, Loss: 0.0522 Epoch 21 Batch 108/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.9055, Loss: 0.0509 Epoch 21 Batch 109/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9055, Loss: 0.0467 Epoch 21 Batch 110/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9084, Loss: 0.0406 Epoch 21 Batch 111/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9070, Loss: 0.0484 Epoch 21 Batch 112/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9066, Loss: 0.0419 Epoch 21 Batch 113/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9084, Loss: 0.0558 Epoch 21 Batch 114/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9091, Loss: 0.0438 Epoch 21 Batch 115/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9173, Loss: 0.0592 Epoch 21 Batch 116/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9130, Loss: 0.0670 Epoch 21 Batch 117/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9087, Loss: 0.0488 Epoch 21 Batch 118/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.9062, Loss: 0.0529 Epoch 21 Batch 119/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9151, Loss: 0.0432 Epoch 21 Batch 120/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9148, Loss: 0.0587 Epoch 21 Batch 121/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9077, Loss: 0.0522 Epoch 21 Batch 122/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9148, Loss: 0.0427 Epoch 21 Batch 123/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9098, Loss: 0.0361 Epoch 21 Batch 124/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9048, Loss: 0.0519 Epoch 21 Batch 125/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8988, Loss: 0.0547 Epoch 21 Batch 126/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8952, Loss: 0.0443 Epoch 21 Batch 127/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9052, Loss: 0.0483 Epoch 21 Batch 128/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9034, Loss: 0.0435 Epoch 21 Batch 129/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9034, Loss: 0.0528 Epoch 21 Batch 130/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9016, Loss: 0.0456 Epoch 21 Batch 131/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0558 Epoch 21 Batch 132/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9070, Loss: 0.0508 Epoch 21 Batch 133/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9020, Loss: 0.0383 Epoch 21 Batch 134/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.8963, Loss: 0.0460 Epoch 21 Batch 135/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9059, Loss: 0.0490 Epoch 21 Batch 136/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9077, Loss: 0.0396 Epoch 21 Batch 137/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9073, Loss: 0.0416 Epoch 21 Batch 138/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9141, Loss: 0.0477 Epoch 21 Batch 139/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9194, Loss: 0.0497 Epoch 21 Batch 140/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9190, Loss: 0.0475 Epoch 21 Batch 141/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9205, Loss: 0.0508 Epoch 21 Batch 142/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9087, Loss: 0.0468 Epoch 21 Batch 143/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9102, Loss: 0.0527 Epoch 21 Batch 144/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9123, Loss: 0.0635 Epoch 21 Batch 145/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9141, Loss: 0.0484 Epoch 21 Batch 146/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9123, Loss: 0.0772 Epoch 21 Batch 147/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9123, Loss: 0.0442 Epoch 21 Batch 148/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9070, Loss: 0.0558 Epoch 21 Batch 149/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9119, Loss: 0.0510 Epoch 21 Batch 150/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9087, Loss: 0.0501 Epoch 21 Batch 151/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9087, Loss: 0.0442 Epoch 21 Batch 152/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9016, Loss: 0.0622 Epoch 21 Batch 153/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9038, Loss: 0.0574 Epoch 21 Batch 154/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9098, Loss: 0.0484 Epoch 21 Batch 155/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9045, Loss: 0.0460 Epoch 21 Batch 156/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9094, Loss: 0.0362 Epoch 21 Batch 157/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9176, Loss: 0.0480 Epoch 21 Batch 158/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9165, Loss: 0.0584 Epoch 21 Batch 159/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9094, Loss: 0.0465 Epoch 21 Batch 160/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9158, Loss: 0.0411 Epoch 21 Batch 161/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9091, Loss: 0.0363 Epoch 21 Batch 162/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9141, Loss: 0.0575 Epoch 21 Batch 163/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9201, Loss: 0.0591 Epoch 21 Batch 164/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9201, Loss: 0.0471 Epoch 21 Batch 165/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9197, Loss: 0.0647 Epoch 21 Batch 166/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9219, Loss: 0.0549 Epoch 21 Batch 167/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9190, Loss: 0.0471 Epoch 21 Batch 168/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.9148, Loss: 0.0598 Epoch 21 Batch 169/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9091, Loss: 0.0548 Epoch 21 Batch 170/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9137, Loss: 0.0548 Epoch 21 Batch 171/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9141, Loss: 0.0417 Epoch 21 Batch 172/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9080, Loss: 0.0472 Epoch 21 Batch 173/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9148, Loss: 0.0503 Epoch 21 Batch 174/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9165, Loss: 0.0445 Epoch 21 Batch 175/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9162, Loss: 0.0544 Epoch 21 Batch 176/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9070, Loss: 0.0461 Epoch 21 Batch 177/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9134, Loss: 0.0597 Epoch 21 Batch 178/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9265, Loss: 0.0490 Epoch 21 Batch 179/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9279, Loss: 0.0525 Epoch 21 Batch 180/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9322, Loss: 0.0402 Epoch 21 Batch 181/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9332, Loss: 0.0518 Epoch 21 Batch 182/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9286, Loss: 0.0569 Epoch 21 Batch 183/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9229, Loss: 0.0571 Epoch 21 Batch 184/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9119, Loss: 0.0448 Epoch 21 Batch 185/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9151, Loss: 0.0482 Epoch 21 Batch 186/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9130, Loss: 0.0486 Epoch 21 Batch 187/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9180, Loss: 0.0387 Epoch 21 Batch 188/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9151, Loss: 0.0529 Epoch 21 Batch 189/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9151, Loss: 0.0444 Epoch 21 Batch 190/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9201, Loss: 0.0419 Epoch 21 Batch 191/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9169, Loss: 0.0405 Epoch 21 Batch 192/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9169, Loss: 0.0616 Epoch 21 Batch 193/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9173, Loss: 0.0463 Epoch 21 Batch 194/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9123, Loss: 0.0377 Epoch 21 Batch 195/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9098, Loss: 0.0399 Epoch 21 Batch 196/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9155, Loss: 0.0454 Epoch 21 Batch 197/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9201, Loss: 0.0508 Epoch 21 Batch 198/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9102, Loss: 0.0477 Epoch 21 Batch 199/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9148, Loss: 0.0390 Epoch 21 Batch 200/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9098, Loss: 0.0496 Epoch 21 Batch 201/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9094, Loss: 0.0409 Epoch 21 Batch 202/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9109, Loss: 0.0450 Epoch 21 Batch 203/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9105, Loss: 0.0508 Epoch 21 Batch 204/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9158, Loss: 0.0658 Epoch 21 Batch 205/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9158, Loss: 0.0530 Epoch 21 Batch 206/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9215, Loss: 0.0406 Epoch 21 Batch 207/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9187, Loss: 0.0443 Epoch 21 Batch 208/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9190, Loss: 0.0503 Epoch 21 Batch 209/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9197, Loss: 0.0404 Epoch 21 Batch 210/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9187, Loss: 0.0487 Epoch 21 Batch 211/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9205, Loss: 0.0422 Epoch 21 Batch 212/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9205, Loss: 0.0456 Epoch 21 Batch 213/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9201, Loss: 0.0413 Epoch 21 Batch 214/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9105, Loss: 0.0480 Epoch 21 Batch 215/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9098, Loss: 0.0563 Epoch 21 Batch 216/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9094, Loss: 0.0496 Epoch 21 Batch 217/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9031, Loss: 0.0396 Epoch 21 Batch 218/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9009, Loss: 0.0533 Epoch 21 Batch 219/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9059, Loss: 0.0353 Epoch 21 Batch 220/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9148, Loss: 0.0491 Epoch 21 Batch 221/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9265, Loss: 0.0484 Epoch 21 Batch 222/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9254, Loss: 0.0412 Epoch 21 Batch 223/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9226, Loss: 0.0482 Epoch 21 Batch 224/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9176, Loss: 0.0527 Epoch 21 Batch 225/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9155, Loss: 0.0619 Epoch 21 Batch 226/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9134, Loss: 0.0414 Epoch 21 Batch 227/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9105, Loss: 0.0540 Epoch 21 Batch 228/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9052, Loss: 0.0397 Epoch 21 Batch 229/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9123, Loss: 0.0463 Epoch 21 Batch 230/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9116, Loss: 0.0423 Epoch 21 Batch 231/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9158, Loss: 0.0552 Epoch 21 Batch 232/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9077, Loss: 0.0437 Epoch 21 Batch 233/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9155, Loss: 0.0540 Epoch 21 Batch 234/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.9158, Loss: 0.0538 Epoch 21 Batch 235/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9126, Loss: 0.0510 Epoch 21 Batch 236/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9126, Loss: 0.0529 Epoch 21 Batch 237/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9130, Loss: 0.0374 Epoch 21 Batch 238/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9180, Loss: 0.0457 Epoch 21 Batch 239/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9091, Loss: 0.0322 Epoch 21 Batch 240/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9091, Loss: 0.0380 Epoch 21 Batch 241/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9045, Loss: 0.0379 Epoch 21 Batch 242/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9052, Loss: 0.0429 Epoch 21 Batch 243/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9052, Loss: 0.0499 Epoch 21 Batch 244/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9073, Loss: 0.0419 Epoch 21 Batch 245/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9062, Loss: 0.0454 Epoch 21 Batch 246/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9062, Loss: 0.0444 Epoch 21 Batch 247/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9151, Loss: 0.0442 Epoch 21 Batch 248/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9173, Loss: 0.0482 Epoch 21 Batch 249/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9173, Loss: 0.0423 Epoch 21 Batch 250/1077 - Train Accuracy: 0.9439, Validation Accuracy: 0.9173, Loss: 0.0440 Epoch 21 Batch 251/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9176, Loss: 0.0553 Epoch 21 Batch 252/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9201, Loss: 0.0533 Epoch 21 Batch 253/1077 - Train Accuracy: 0.9119, Validation Accuracy: 0.9180, Loss: 0.0458 Epoch 21 Batch 254/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9176, Loss: 0.0493 Epoch 21 Batch 255/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9176, Loss: 0.0439 Epoch 21 Batch 256/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9180, Loss: 0.0741 Epoch 21 Batch 257/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9201, Loss: 0.0496 Epoch 21 Batch 258/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9215, Loss: 0.0429 Epoch 21 Batch 259/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9173, Loss: 0.0362 Epoch 21 Batch 260/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9165, Loss: 0.0420 Epoch 21 Batch 261/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9109, Loss: 0.0421 Epoch 21 Batch 262/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9059, Loss: 0.0405 Epoch 21 Batch 263/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9009, Loss: 0.0395 Epoch 21 Batch 264/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9055, Loss: 0.0477 Epoch 21 Batch 265/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9031, Loss: 0.0492 Epoch 21 Batch 266/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9080, Loss: 0.0473 Epoch 21 Batch 267/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.8984, Loss: 0.0398 Epoch 21 Batch 268/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9084, Loss: 0.0544 Epoch 21 Batch 269/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9034, Loss: 0.0603 Epoch 21 Batch 270/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9009, Loss: 0.0523 Epoch 21 Batch 271/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9041, Loss: 0.0456 Epoch 21 Batch 272/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9094, Loss: 0.0760 Epoch 21 Batch 273/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9091, Loss: 0.0398 Epoch 21 Batch 274/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9148, Loss: 0.0483 Epoch 21 Batch 275/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9155, Loss: 0.0474 Epoch 21 Batch 276/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9155, Loss: 0.0663 Epoch 21 Batch 277/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9194, Loss: 0.0391 Epoch 21 Batch 278/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9197, Loss: 0.0547 Epoch 21 Batch 279/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9116, Loss: 0.0505 Epoch 21 Batch 280/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9062, Loss: 0.0483 Epoch 21 Batch 281/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9062, Loss: 0.0536 Epoch 21 Batch 282/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9009, Loss: 0.0618 Epoch 21 Batch 283/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9031, Loss: 0.0476 Epoch 21 Batch 284/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9077, Loss: 0.0529 Epoch 21 Batch 285/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9077, Loss: 0.0485 Epoch 21 Batch 286/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9077, Loss: 0.0473 Epoch 21 Batch 287/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9038, Loss: 0.0508 Epoch 21 Batch 288/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8999, Loss: 0.0523 Epoch 21 Batch 289/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9048, Loss: 0.0392 Epoch 21 Batch 290/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9102, Loss: 0.0631 Epoch 21 Batch 291/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8981, Loss: 0.0605 Epoch 21 Batch 292/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.8977, Loss: 0.0535 Epoch 21 Batch 293/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9048, Loss: 0.0476 Epoch 21 Batch 294/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9094, Loss: 0.0450 Epoch 21 Batch 295/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.9091, Loss: 0.0538 Epoch 21 Batch 296/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9066, Loss: 0.0472 Epoch 21 Batch 297/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9070, Loss: 0.0494 Epoch 21 Batch 298/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9070, Loss: 0.0519 Epoch 21 Batch 299/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9070, Loss: 0.0536 Epoch 21 Batch 300/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9073, Loss: 0.0414 Epoch 21 Batch 301/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9130, Loss: 0.0455 Epoch 21 Batch 302/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9112, Loss: 0.0436 Epoch 21 Batch 303/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9180, Loss: 0.0502 Epoch 21 Batch 304/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9130, Loss: 0.0462 Epoch 21 Batch 305/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9034, Loss: 0.0467 Epoch 21 Batch 306/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8981, Loss: 0.0530 Epoch 21 Batch 307/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9134, Loss: 0.0461 Epoch 21 Batch 308/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9134, Loss: 0.0513 Epoch 21 Batch 309/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9134, Loss: 0.0341 Epoch 21 Batch 310/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9130, Loss: 0.0461 Epoch 21 Batch 311/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9041, Loss: 0.0427 Epoch 21 Batch 312/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9073, Loss: 0.0545 Epoch 21 Batch 313/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9123, Loss: 0.0367 Epoch 21 Batch 314/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9130, Loss: 0.0517 Epoch 21 Batch 315/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9180, Loss: 0.0438 Epoch 21 Batch 316/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9155, Loss: 0.0494 Epoch 21 Batch 317/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9151, Loss: 0.0497 Epoch 21 Batch 318/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9073, Loss: 0.0433 Epoch 21 Batch 319/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9251, Loss: 0.0587 Epoch 21 Batch 320/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9201, Loss: 0.0588 Epoch 21 Batch 321/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9180, Loss: 0.0425 Epoch 21 Batch 322/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.9066, Loss: 0.0416 Epoch 21 Batch 323/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9123, Loss: 0.0501 Epoch 21 Batch 324/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9077, Loss: 0.0477 Epoch 21 Batch 325/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9137, Loss: 0.0470 Epoch 21 Batch 326/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9087, Loss: 0.0424 Epoch 21 Batch 327/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9038, Loss: 0.0579 Epoch 21 Batch 328/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9031, Loss: 0.0570 Epoch 21 Batch 329/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8981, Loss: 0.0492 Epoch 21 Batch 330/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8981, Loss: 0.0498 Epoch 21 Batch 331/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9016, Loss: 0.0480 Epoch 21 Batch 332/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9062, Loss: 0.0351 Epoch 21 Batch 333/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9094, Loss: 0.0400 Epoch 21 Batch 334/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9105, Loss: 0.0468 Epoch 21 Batch 335/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9105, Loss: 0.0430 Epoch 21 Batch 336/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9105, Loss: 0.0833 Epoch 21 Batch 337/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9155, Loss: 0.0534 Epoch 21 Batch 338/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9155, Loss: 0.0595 Epoch 21 Batch 339/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9123, Loss: 0.0437 Epoch 21 Batch 340/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9126, Loss: 0.0436 Epoch 21 Batch 341/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9169, Loss: 0.0637 Epoch 21 Batch 342/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9123, Loss: 0.0453 Epoch 21 Batch 343/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9077, Loss: 0.0549 Epoch 21 Batch 344/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9023, Loss: 0.0457 Epoch 21 Batch 345/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9031, Loss: 0.0443 Epoch 21 Batch 346/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9091, Loss: 0.0439 Epoch 21 Batch 347/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9066, Loss: 0.0338 Epoch 21 Batch 348/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9116, Loss: 0.0462 Epoch 21 Batch 349/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9052, Loss: 0.0443 Epoch 21 Batch 350/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9016, Loss: 0.0423 Epoch 21 Batch 351/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9059, Loss: 0.0549 Epoch 21 Batch 352/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9112, Loss: 0.0372 Epoch 21 Batch 353/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9055, Loss: 0.0488 Epoch 21 Batch 354/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8988, Loss: 0.0572 Epoch 21 Batch 355/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9176, Loss: 0.0480 Epoch 21 Batch 356/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9126, Loss: 0.0499 Epoch 21 Batch 357/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9126, Loss: 0.0473 Epoch 21 Batch 358/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.9222, Loss: 0.0552 Epoch 21 Batch 359/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9134, Loss: 0.0476 Epoch 21 Batch 360/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9229, Loss: 0.0398 Epoch 21 Batch 361/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9240, Loss: 0.0370 Epoch 21 Batch 362/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9173, Loss: 0.0582 Epoch 21 Batch 363/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9173, Loss: 0.0521 Epoch 21 Batch 364/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9173, Loss: 0.0633 Epoch 21 Batch 365/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9194, Loss: 0.0431 Epoch 21 Batch 366/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9091, Loss: 0.0398 Epoch 21 Batch 367/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9023, Loss: 0.0400 Epoch 21 Batch 368/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9027, Loss: 0.0511 Epoch 21 Batch 369/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9034, Loss: 0.0503 Epoch 21 Batch 370/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9134, Loss: 0.0459 Epoch 21 Batch 371/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9130, Loss: 0.0388 Epoch 21 Batch 372/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9027, Loss: 0.0361 Epoch 21 Batch 373/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9023, Loss: 0.0356 Epoch 21 Batch 374/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8977, Loss: 0.0449 Epoch 21 Batch 375/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.8924, Loss: 0.0408 Epoch 21 Batch 376/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9020, Loss: 0.0501 Epoch 21 Batch 377/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9034, Loss: 0.0486 Epoch 21 Batch 378/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9059, Loss: 0.0331 Epoch 21 Batch 379/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9087, Loss: 0.0568 Epoch 21 Batch 380/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9084, Loss: 0.0416 Epoch 21 Batch 381/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9048, Loss: 0.0584 Epoch 21 Batch 382/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9052, Loss: 0.0613 Epoch 21 Batch 383/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9002, Loss: 0.0472 Epoch 21 Batch 384/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9013, Loss: 0.0424 Epoch 21 Batch 385/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9055, Loss: 0.0398 Epoch 21 Batch 386/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9006, Loss: 0.0471 Epoch 21 Batch 387/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9052, Loss: 0.0494 Epoch 21 Batch 388/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9052, Loss: 0.0597 Epoch 21 Batch 389/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9119, Loss: 0.0492 Epoch 21 Batch 390/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9194, Loss: 0.0615 Epoch 21 Batch 391/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9070, Loss: 0.0532 Epoch 21 Batch 392/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9066, Loss: 0.0591 Epoch 21 Batch 393/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9059, Loss: 0.0488 Epoch 21 Batch 394/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9048, Loss: 0.0486 Epoch 21 Batch 395/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9148, Loss: 0.0398 Epoch 21 Batch 396/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9151, Loss: 0.0540 Epoch 21 Batch 397/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9173, Loss: 0.0486 Epoch 21 Batch 398/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9212, Loss: 0.0487 Epoch 21 Batch 399/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.9276, Loss: 0.0459 Epoch 21 Batch 400/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9165, Loss: 0.0465 Epoch 21 Batch 401/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9091, Loss: 0.0437 Epoch 21 Batch 402/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9148, Loss: 0.0376 Epoch 21 Batch 403/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8995, Loss: 0.0614 Epoch 21 Batch 404/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.8942, Loss: 0.0482 Epoch 21 Batch 405/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8967, Loss: 0.0541 Epoch 21 Batch 406/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9038, Loss: 0.0478 Epoch 21 Batch 407/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9006, Loss: 0.0508 Epoch 21 Batch 408/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9048, Loss: 0.0483 Epoch 21 Batch 409/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9048, Loss: 0.0573 Epoch 21 Batch 410/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9112, Loss: 0.0616 Epoch 21 Batch 411/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9165, Loss: 0.0508 Epoch 21 Batch 412/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9169, Loss: 0.0406 Epoch 21 Batch 413/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9212, Loss: 0.0450 Epoch 21 Batch 414/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9215, Loss: 0.0505 Epoch 21 Batch 415/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9215, Loss: 0.0610 Epoch 21 Batch 416/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9123, Loss: 0.0458 Epoch 21 Batch 417/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9031, Loss: 0.0681 Epoch 21 Batch 418/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9077, Loss: 0.0472 Epoch 21 Batch 419/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9080, Loss: 0.0429 Epoch 21 Batch 420/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9091, Loss: 0.0387 Epoch 21 Batch 421/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9119, Loss: 0.0649 Epoch 21 Batch 422/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9066, Loss: 0.0421 Epoch 21 Batch 423/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9116, Loss: 0.0523 Epoch 21 Batch 424/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9109, Loss: 0.0473 Epoch 21 Batch 425/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9084, Loss: 0.0407 Epoch 21 Batch 426/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9041, Loss: 0.0566 Epoch 21 Batch 427/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9027, Loss: 0.0408 Epoch 21 Batch 428/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9048, Loss: 0.0406 Epoch 21 Batch 429/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9045, Loss: 0.0411 Epoch 21 Batch 430/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9045, Loss: 0.0448 Epoch 21 Batch 431/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9045, Loss: 0.0387 Epoch 21 Batch 432/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8931, Loss: 0.0498 Epoch 21 Batch 433/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8928, Loss: 0.0481 Epoch 21 Batch 434/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9013, Loss: 0.0521 Epoch 21 Batch 435/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9066, Loss: 0.0539 Epoch 21 Batch 436/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0510 Epoch 21 Batch 437/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9016, Loss: 0.0402 Epoch 21 Batch 438/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9034, Loss: 0.0476 Epoch 21 Batch 439/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8981, Loss: 0.0520 Epoch 21 Batch 440/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8963, Loss: 0.0569 Epoch 21 Batch 441/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9176, Loss: 0.0479 Epoch 21 Batch 442/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9130, Loss: 0.0507 Epoch 21 Batch 443/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9123, Loss: 0.0419 Epoch 21 Batch 444/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9013, Loss: 0.0515 Epoch 21 Batch 445/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8942, Loss: 0.0549 Epoch 21 Batch 446/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9002, Loss: 0.0369 Epoch 21 Batch 447/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9006, Loss: 0.0492 Epoch 21 Batch 448/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9020, Loss: 0.0569 Epoch 21 Batch 449/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0565 Epoch 21 Batch 450/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9045, Loss: 0.0557 Epoch 21 Batch 451/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9080, Loss: 0.0464 Epoch 21 Batch 452/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9084, Loss: 0.0439 Epoch 21 Batch 453/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9006, Loss: 0.0461 Epoch 21 Batch 454/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9016, Loss: 0.0647 Epoch 21 Batch 455/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9016, Loss: 0.0462 Epoch 21 Batch 456/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9112, Loss: 0.0512 Epoch 21 Batch 457/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9165, Loss: 0.0395 Epoch 21 Batch 458/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9165, Loss: 0.0548 Epoch 21 Batch 459/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9158, Loss: 0.0477 Epoch 21 Batch 460/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9148, Loss: 0.0510 Epoch 21 Batch 461/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9144, Loss: 0.0444 Epoch 21 Batch 462/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9169, Loss: 0.0496 Epoch 21 Batch 463/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9233, Loss: 0.0456 Epoch 21 Batch 464/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9162, Loss: 0.0453 Epoch 21 Batch 465/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9162, Loss: 0.0669 Epoch 21 Batch 466/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9116, Loss: 0.0472 Epoch 21 Batch 467/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9112, Loss: 0.0518 Epoch 21 Batch 468/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9158, Loss: 0.0542 Epoch 21 Batch 469/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9109, Loss: 0.0449 Epoch 21 Batch 470/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9087, Loss: 0.0518 Epoch 21 Batch 471/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9062, Loss: 0.0356 Epoch 21 Batch 472/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9055, Loss: 0.0412 Epoch 21 Batch 473/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9084, Loss: 0.0491 Epoch 21 Batch 474/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9169, Loss: 0.0450 Epoch 21 Batch 475/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9073, Loss: 0.0523 Epoch 21 Batch 476/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9162, Loss: 0.0443 Epoch 21 Batch 477/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9052, Loss: 0.0445 Epoch 21 Batch 478/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8977, Loss: 0.0456 Epoch 21 Batch 479/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9016, Loss: 0.0570 Epoch 21 Batch 480/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9062, Loss: 0.0468 Epoch 21 Batch 481/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9020, Loss: 0.0465 Epoch 21 Batch 482/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8995, Loss: 0.0572 Epoch 21 Batch 483/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9048, Loss: 0.0572 Epoch 21 Batch 484/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8995, Loss: 0.0518 Epoch 21 Batch 485/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9052, Loss: 0.0477 Epoch 21 Batch 486/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9031, Loss: 0.0404 Epoch 21 Batch 487/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9023, Loss: 0.0434 Epoch 21 Batch 488/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9126, Loss: 0.0376 Epoch 21 Batch 489/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9080, Loss: 0.0386 Epoch 21 Batch 490/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9055, Loss: 0.0526 Epoch 21 Batch 491/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9031, Loss: 0.0613 Epoch 21 Batch 492/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9055, Loss: 0.0533 Epoch 21 Batch 493/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9052, Loss: 0.0373 Epoch 21 Batch 494/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9144, Loss: 0.0394 Epoch 21 Batch 495/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9169, Loss: 0.0443 Epoch 21 Batch 496/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9112, Loss: 0.0467 Epoch 21 Batch 497/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9116, Loss: 0.0463 Epoch 21 Batch 498/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9151, Loss: 0.0452 Epoch 21 Batch 499/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9158, Loss: 0.0418 Epoch 21 Batch 500/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9197, Loss: 0.0416 Epoch 21 Batch 501/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9045, Loss: 0.0438 Epoch 21 Batch 502/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.8995, Loss: 0.0496 Epoch 21 Batch 503/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.8977, Loss: 0.0400 Epoch 21 Batch 504/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8999, Loss: 0.0417 Epoch 21 Batch 505/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.8981, Loss: 0.0388 Epoch 21 Batch 506/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.8963, Loss: 0.0504 Epoch 21 Batch 507/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8913, Loss: 0.0502 Epoch 21 Batch 508/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9034, Loss: 0.0395 Epoch 21 Batch 509/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9009, Loss: 0.0502 Epoch 21 Batch 510/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9006, Loss: 0.0456 Epoch 21 Batch 511/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8970, Loss: 0.0482 Epoch 21 Batch 512/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.8952, Loss: 0.0406 Epoch 21 Batch 513/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8899, Loss: 0.0530 Epoch 21 Batch 514/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8999, Loss: 0.0445 Epoch 21 Batch 515/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8995, Loss: 0.0520 Epoch 21 Batch 516/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8991, Loss: 0.0471 Epoch 21 Batch 517/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8995, Loss: 0.0526 Epoch 21 Batch 518/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9098, Loss: 0.0441 Epoch 21 Batch 519/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0491 Epoch 21 Batch 520/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9066, Loss: 0.0409 Epoch 21 Batch 521/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9098, Loss: 0.0467 Epoch 21 Batch 522/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9013, Loss: 0.0609 Epoch 21 Batch 523/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9016, Loss: 0.0429 Epoch 21 Batch 524/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9059, Loss: 0.0516 Epoch 21 Batch 525/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9123, Loss: 0.0489 Epoch 21 Batch 526/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9123, Loss: 0.0398 Epoch 21 Batch 527/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9165, Loss: 0.0425 Epoch 21 Batch 528/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9187, Loss: 0.0426 Epoch 21 Batch 529/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9162, Loss: 0.0455 Epoch 21 Batch 530/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9144, Loss: 0.0503 Epoch 21 Batch 531/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9116, Loss: 0.0456 Epoch 21 Batch 532/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9084, Loss: 0.0540 Epoch 21 Batch 533/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9073, Loss: 0.0452 Epoch 21 Batch 534/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9084, Loss: 0.0525 Epoch 21 Batch 535/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9109, Loss: 0.0549 Epoch 21 Batch 536/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9087, Loss: 0.0472 Epoch 21 Batch 537/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9052, Loss: 0.0404 Epoch 21 Batch 538/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9134, Loss: 0.0366 Epoch 21 Batch 539/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9137, Loss: 0.0559 Epoch 21 Batch 540/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9187, Loss: 0.0383 Epoch 21 Batch 541/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9141, Loss: 0.0441 Epoch 21 Batch 542/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9134, Loss: 0.0486 Epoch 21 Batch 543/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9155, Loss: 0.0392 Epoch 21 Batch 544/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9066, Loss: 0.0321 Epoch 21 Batch 545/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9009, Loss: 0.0490 Epoch 21 Batch 546/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9141, Loss: 0.0532 Epoch 21 Batch 547/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8935, Loss: 0.0420 Epoch 21 Batch 548/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8938, Loss: 0.0579 Epoch 21 Batch 549/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8903, Loss: 0.0579 Epoch 21 Batch 550/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8903, Loss: 0.0456 Epoch 21 Batch 551/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8896, Loss: 0.0526 Epoch 21 Batch 552/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9006, Loss: 0.0551 Epoch 21 Batch 553/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9080, Loss: 0.0612 Epoch 21 Batch 554/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9087, Loss: 0.0425 Epoch 21 Batch 555/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9091, Loss: 0.0448 Epoch 21 Batch 556/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9080, Loss: 0.0376 Epoch 21 Batch 557/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9031, Loss: 0.0443 Epoch 21 Batch 558/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9080, Loss: 0.0393 Epoch 21 Batch 559/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9094, Loss: 0.0446 Epoch 21 Batch 560/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9002, Loss: 0.0477 Epoch 21 Batch 561/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9102, Loss: 0.0474 Epoch 21 Batch 562/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9130, Loss: 0.0432 Epoch 21 Batch 563/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9080, Loss: 0.0529 Epoch 21 Batch 564/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9077, Loss: 0.0556 Epoch 21 Batch 565/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9077, Loss: 0.0562 Epoch 21 Batch 566/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9070, Loss: 0.0562 Epoch 21 Batch 567/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9027, Loss: 0.0462 Epoch 21 Batch 568/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.8984, Loss: 0.0459 Epoch 21 Batch 569/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9055, Loss: 0.0523 Epoch 21 Batch 570/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.9052, Loss: 0.0572 Epoch 21 Batch 571/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9027, Loss: 0.0414 Epoch 21 Batch 572/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8938, Loss: 0.0467 Epoch 21 Batch 573/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8910, Loss: 0.0686 Epoch 21 Batch 574/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.8910, Loss: 0.0490 Epoch 21 Batch 575/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8938, Loss: 0.0418 Epoch 21 Batch 576/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9013, Loss: 0.0442 Epoch 21 Batch 577/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8991, Loss: 0.0447 Epoch 21 Batch 578/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.8991, Loss: 0.0423 Epoch 21 Batch 579/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9052, Loss: 0.0436 Epoch 21 Batch 580/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9109, Loss: 0.0371 Epoch 21 Batch 581/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9062, Loss: 0.0377 Epoch 21 Batch 582/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9062, Loss: 0.0410 Epoch 21 Batch 583/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9134, Loss: 0.0546 Epoch 21 Batch 584/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9084, Loss: 0.0492 Epoch 21 Batch 585/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9165, Loss: 0.0341 Epoch 21 Batch 586/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9116, Loss: 0.0412 Epoch 21 Batch 587/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9116, Loss: 0.0445 Epoch 21 Batch 588/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9116, Loss: 0.0400 Epoch 21 Batch 589/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9048, Loss: 0.0389 Epoch 21 Batch 590/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9052, Loss: 0.0573 Epoch 21 Batch 591/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9031, Loss: 0.0441 Epoch 21 Batch 592/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9084, Loss: 0.0542 Epoch 21 Batch 593/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9126, Loss: 0.0594 Epoch 21 Batch 594/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9119, Loss: 0.0528 Epoch 21 Batch 595/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9123, Loss: 0.0454 Epoch 21 Batch 596/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9073, Loss: 0.0492 Epoch 21 Batch 597/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9048, Loss: 0.0442 Epoch 21 Batch 598/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9080, Loss: 0.0481 Epoch 21 Batch 599/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9094, Loss: 0.0682 Epoch 21 Batch 600/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0548 Epoch 21 Batch 601/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9094, Loss: 0.0488 Epoch 21 Batch 602/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9190, Loss: 0.0511 Epoch 21 Batch 603/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9197, Loss: 0.0535 Epoch 21 Batch 604/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9148, Loss: 0.0659 Epoch 21 Batch 605/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9141, Loss: 0.0549 Epoch 21 Batch 606/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9045, Loss: 0.0401 Epoch 21 Batch 607/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9105, Loss: 0.0521 Epoch 21 Batch 608/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9102, Loss: 0.0570 Epoch 21 Batch 609/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9105, Loss: 0.0547 Epoch 21 Batch 610/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9130, Loss: 0.0582 Epoch 21 Batch 611/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9077, Loss: 0.0459 Epoch 21 Batch 612/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9052, Loss: 0.0391 Epoch 21 Batch 613/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8988, Loss: 0.0595 Epoch 21 Batch 614/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8967, Loss: 0.0505 Epoch 21 Batch 615/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9013, Loss: 0.0416 Epoch 21 Batch 616/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9016, Loss: 0.0442 Epoch 21 Batch 617/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9112, Loss: 0.0462 Epoch 21 Batch 618/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9091, Loss: 0.0484 Epoch 21 Batch 619/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9073, Loss: 0.0385 Epoch 21 Batch 620/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9130, Loss: 0.0392 Epoch 21 Batch 621/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9183, Loss: 0.0508 Epoch 21 Batch 622/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9141, Loss: 0.0548 Epoch 21 Batch 623/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9144, Loss: 0.0530 Epoch 21 Batch 624/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9048, Loss: 0.0543 Epoch 21 Batch 625/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8991, Loss: 0.0454 Epoch 21 Batch 626/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9038, Loss: 0.0401 Epoch 21 Batch 627/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9105, Loss: 0.0425 Epoch 21 Batch 628/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9105, Loss: 0.0493 Epoch 21 Batch 629/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9119, Loss: 0.0536 Epoch 21 Batch 630/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9148, Loss: 0.0417 Epoch 21 Batch 631/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9158, Loss: 0.0532 Epoch 21 Batch 632/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9215, Loss: 0.0414 Epoch 21 Batch 633/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9240, Loss: 0.0424 Epoch 21 Batch 634/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9173, Loss: 0.0337 Epoch 21 Batch 635/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9162, Loss: 0.0542 Epoch 21 Batch 636/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9148, Loss: 0.0452 Epoch 21 Batch 637/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9091, Loss: 0.0496 Epoch 21 Batch 638/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9052, Loss: 0.0410 Epoch 21 Batch 639/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9109, Loss: 0.0561 Epoch 21 Batch 640/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9144, Loss: 0.0427 Epoch 21 Batch 641/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9155, Loss: 0.0405 Epoch 21 Batch 642/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9094, Loss: 0.0463 Epoch 21 Batch 643/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9205, Loss: 0.0419 Epoch 21 Batch 644/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9126, Loss: 0.0498 Epoch 21 Batch 645/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9162, Loss: 0.0472 Epoch 21 Batch 646/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9265, Loss: 0.0423 Epoch 21 Batch 647/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9155, Loss: 0.0527 Epoch 21 Batch 648/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9151, Loss: 0.0352 Epoch 21 Batch 649/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9102, Loss: 0.0450 Epoch 21 Batch 650/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9052, Loss: 0.0449 Epoch 21 Batch 651/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9052, Loss: 0.0452 Epoch 21 Batch 652/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9052, Loss: 0.0474 Epoch 21 Batch 653/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9134, Loss: 0.0532 Epoch 21 Batch 654/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9087, Loss: 0.0510 Epoch 21 Batch 655/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9094, Loss: 0.0644 Epoch 21 Batch 656/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9094, Loss: 0.0421 Epoch 21 Batch 657/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.8999, Loss: 0.0504 Epoch 21 Batch 658/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9023, Loss: 0.0365 Epoch 21 Batch 659/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9002, Loss: 0.0510 Epoch 21 Batch 660/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9055, Loss: 0.0448 Epoch 21 Batch 661/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9045, Loss: 0.0525 Epoch 21 Batch 662/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9041, Loss: 0.0434 Epoch 21 Batch 663/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9020, Loss: 0.0375 Epoch 21 Batch 664/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9045, Loss: 0.0506 Epoch 21 Batch 665/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9091, Loss: 0.0373 Epoch 21 Batch 666/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9062, Loss: 0.0517 Epoch 21 Batch 667/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9055, Loss: 0.0498 Epoch 21 Batch 668/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9112, Loss: 0.0433 Epoch 21 Batch 669/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9158, Loss: 0.0447 Epoch 21 Batch 670/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9208, Loss: 0.0451 Epoch 21 Batch 671/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9219, Loss: 0.0474 Epoch 21 Batch 672/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9027, Loss: 0.0372 Epoch 21 Batch 673/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8903, Loss: 0.0529 Epoch 21 Batch 674/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.8945, Loss: 0.0425 Epoch 21 Batch 675/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.8945, Loss: 0.0504 Epoch 21 Batch 676/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8995, Loss: 0.0473 Epoch 21 Batch 677/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8967, Loss: 0.0601 Epoch 21 Batch 678/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9027, Loss: 0.0402 Epoch 21 Batch 679/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8995, Loss: 0.0477 Epoch 21 Batch 680/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8995, Loss: 0.0506 Epoch 21 Batch 681/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8995, Loss: 0.0443 Epoch 21 Batch 682/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9013, Loss: 0.0471 Epoch 21 Batch 683/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9059, Loss: 0.0434 Epoch 21 Batch 684/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9006, Loss: 0.0418 Epoch 21 Batch 685/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9006, Loss: 0.0567 Epoch 21 Batch 686/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9016, Loss: 0.0415 Epoch 21 Batch 687/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9027, Loss: 0.0522 Epoch 21 Batch 688/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9066, Loss: 0.0403 Epoch 21 Batch 689/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9162, Loss: 0.0400 Epoch 21 Batch 690/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9261, Loss: 0.0501 Epoch 21 Batch 691/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9251, Loss: 0.0449 Epoch 21 Batch 692/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9233, Loss: 0.0407 Epoch 21 Batch 693/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.9244, Loss: 0.0725 Epoch 21 Batch 694/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9290, Loss: 0.0465 Epoch 21 Batch 695/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9261, Loss: 0.0442 Epoch 21 Batch 696/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9205, Loss: 0.0448 Epoch 21 Batch 697/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9183, Loss: 0.0392 Epoch 21 Batch 698/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9091, Loss: 0.0421 Epoch 21 Batch 699/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9137, Loss: 0.0436 Epoch 21 Batch 700/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9134, Loss: 0.0419 Epoch 21 Batch 701/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9038, Loss: 0.0460 Epoch 21 Batch 702/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9087, Loss: 0.0574 Epoch 21 Batch 703/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9141, Loss: 0.0456 Epoch 21 Batch 704/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9144, Loss: 0.0617 Epoch 21 Batch 705/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9098, Loss: 0.0499 Epoch 21 Batch 706/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.9098, Loss: 0.0634 Epoch 21 Batch 707/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9073, Loss: 0.0554 Epoch 21 Batch 708/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9062, Loss: 0.0511 Epoch 21 Batch 709/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9073, Loss: 0.0579 Epoch 21 Batch 710/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9023, Loss: 0.0374 Epoch 21 Batch 711/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9023, Loss: 0.0606 Epoch 21 Batch 712/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.8984, Loss: 0.0369 Epoch 21 Batch 713/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9006, Loss: 0.0427 Epoch 21 Batch 714/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9077, Loss: 0.0425 Epoch 21 Batch 715/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8999, Loss: 0.0502 Epoch 21 Batch 716/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9098, Loss: 0.0397 Epoch 21 Batch 717/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9165, Loss: 0.0386 Epoch 21 Batch 718/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9102, Loss: 0.0447 Epoch 21 Batch 719/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9102, Loss: 0.0463 Epoch 21 Batch 720/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9077, Loss: 0.0471 Epoch 21 Batch 721/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9109, Loss: 0.0536 Epoch 21 Batch 722/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9183, Loss: 0.0395 Epoch 21 Batch 723/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9134, Loss: 0.0512 Epoch 21 Batch 724/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9134, Loss: 0.0455 Epoch 21 Batch 725/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9208, Loss: 0.0357 Epoch 21 Batch 726/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9233, Loss: 0.0454 Epoch 21 Batch 727/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9254, Loss: 0.0430 Epoch 21 Batch 728/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9229, Loss: 0.0551 Epoch 21 Batch 729/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9226, Loss: 0.0539 Epoch 21 Batch 730/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9091, Loss: 0.0598 Epoch 21 Batch 731/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9141, Loss: 0.0452 Epoch 21 Batch 732/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.9276, Loss: 0.0528 Epoch 21 Batch 733/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9251, Loss: 0.0466 Epoch 21 Batch 734/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9194, Loss: 0.0467 Epoch 21 Batch 735/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9059, Loss: 0.0413 Epoch 21 Batch 736/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9052, Loss: 0.0412 Epoch 21 Batch 737/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9073, Loss: 0.0527 Epoch 21 Batch 738/1077 - Train Accuracy: 0.9443, Validation Accuracy: 0.9055, Loss: 0.0370 Epoch 21 Batch 739/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9034, Loss: 0.0437 Epoch 21 Batch 740/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9038, Loss: 0.0353 Epoch 21 Batch 741/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9141, Loss: 0.0513 Epoch 21 Batch 742/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9190, Loss: 0.0411 Epoch 21 Batch 743/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9240, Loss: 0.0474 Epoch 21 Batch 744/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9240, Loss: 0.0497 Epoch 21 Batch 745/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9176, Loss: 0.0530 Epoch 21 Batch 746/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9126, Loss: 0.0396 Epoch 21 Batch 747/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9109, Loss: 0.0358 Epoch 21 Batch 748/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9158, Loss: 0.0369 Epoch 21 Batch 749/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9155, Loss: 0.0403 Epoch 21 Batch 750/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9151, Loss: 0.0465 Epoch 21 Batch 751/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9102, Loss: 0.0470 Epoch 21 Batch 752/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9098, Loss: 0.0458 Epoch 21 Batch 753/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9130, Loss: 0.0462 Epoch 21 Batch 754/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9112, Loss: 0.0520 Epoch 21 Batch 755/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9087, Loss: 0.0519 Epoch 21 Batch 756/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9208, Loss: 0.0427 Epoch 21 Batch 757/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9116, Loss: 0.0555 Epoch 21 Batch 758/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9087, Loss: 0.0378 Epoch 21 Batch 759/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9087, Loss: 0.0436 Epoch 21 Batch 760/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9151, Loss: 0.0612 Epoch 21 Batch 761/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9197, Loss: 0.0491 Epoch 21 Batch 762/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9212, Loss: 0.0437 Epoch 21 Batch 763/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9180, Loss: 0.0485 Epoch 21 Batch 764/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9229, Loss: 0.0506 Epoch 21 Batch 765/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9244, Loss: 0.0560 Epoch 21 Batch 766/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9315, Loss: 0.0532 Epoch 21 Batch 767/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9219, Loss: 0.0489 Epoch 21 Batch 768/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9190, Loss: 0.0492 Epoch 21 Batch 769/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9151, Loss: 0.0467 Epoch 21 Batch 770/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9116, Loss: 0.0431 Epoch 21 Batch 771/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9162, Loss: 0.0457 Epoch 21 Batch 772/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9176, Loss: 0.0433 Epoch 21 Batch 773/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9137, Loss: 0.0420 Epoch 21 Batch 774/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9201, Loss: 0.0513 Epoch 21 Batch 775/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9219, Loss: 0.0494 Epoch 21 Batch 776/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9240, Loss: 0.0413 Epoch 21 Batch 777/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9233, Loss: 0.0413 Epoch 21 Batch 778/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9237, Loss: 0.0538 Epoch 21 Batch 779/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9197, Loss: 0.0466 Epoch 21 Batch 780/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9190, Loss: 0.0645 Epoch 21 Batch 781/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9229, Loss: 0.0395 Epoch 21 Batch 782/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9151, Loss: 0.0399 Epoch 21 Batch 783/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9048, Loss: 0.0505 Epoch 21 Batch 784/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9045, Loss: 0.0301 Epoch 21 Batch 785/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9023, Loss: 0.0442 Epoch 21 Batch 786/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9066, Loss: 0.0444 Epoch 21 Batch 787/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9105, Loss: 0.0448 Epoch 21 Batch 788/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9080, Loss: 0.0411 Epoch 21 Batch 789/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9091, Loss: 0.0562 Epoch 21 Batch 790/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9052, Loss: 0.0510 Epoch 21 Batch 791/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9102, Loss: 0.0542 Epoch 21 Batch 792/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9130, Loss: 0.0471 Epoch 21 Batch 793/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9137, Loss: 0.0474 Epoch 21 Batch 794/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9205, Loss: 0.0386 Epoch 21 Batch 795/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9180, Loss: 0.0533 Epoch 21 Batch 796/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9215, Loss: 0.0439 Epoch 21 Batch 797/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9141, Loss: 0.0483 Epoch 21 Batch 798/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9208, Loss: 0.0440 Epoch 21 Batch 799/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9141, Loss: 0.0569 Epoch 21 Batch 800/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9165, Loss: 0.0402 Epoch 21 Batch 801/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9165, Loss: 0.0448 Epoch 21 Batch 802/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9219, Loss: 0.0581 Epoch 21 Batch 803/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9126, Loss: 0.0489 Epoch 21 Batch 804/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9165, Loss: 0.0413 Epoch 21 Batch 805/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9112, Loss: 0.0517 Epoch 21 Batch 806/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9130, Loss: 0.0399 Epoch 21 Batch 807/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9070, Loss: 0.0357 Epoch 21 Batch 808/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9002, Loss: 0.0612 Epoch 21 Batch 809/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9023, Loss: 0.0682 Epoch 21 Batch 810/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9031, Loss: 0.0415 Epoch 21 Batch 811/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9087, Loss: 0.0447 Epoch 21 Batch 812/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9020, Loss: 0.0469 Epoch 21 Batch 813/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.8995, Loss: 0.0468 Epoch 21 Batch 814/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8981, Loss: 0.0532 Epoch 21 Batch 815/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9077, Loss: 0.0508 Epoch 21 Batch 816/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9119, Loss: 0.0436 Epoch 21 Batch 817/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9116, Loss: 0.0476 Epoch 21 Batch 818/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9116, Loss: 0.0461 Epoch 21 Batch 819/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9141, Loss: 0.0466 Epoch 21 Batch 820/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9091, Loss: 0.0476 Epoch 21 Batch 821/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9169, Loss: 0.0468 Epoch 21 Batch 822/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9148, Loss: 0.0413 Epoch 21 Batch 823/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9169, Loss: 0.0448 Epoch 21 Batch 824/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9208, Loss: 0.0525 Epoch 21 Batch 825/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9180, Loss: 0.0422 Epoch 21 Batch 826/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9102, Loss: 0.0427 Epoch 21 Batch 827/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9180, Loss: 0.0470 Epoch 21 Batch 828/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9109, Loss: 0.0395 Epoch 21 Batch 829/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9094, Loss: 0.0564 Epoch 21 Batch 830/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.9155, Loss: 0.0555 Epoch 21 Batch 831/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9077, Loss: 0.0519 Epoch 21 Batch 832/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9116, Loss: 0.0412 Epoch 21 Batch 833/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9162, Loss: 0.0524 Epoch 21 Batch 834/1077 - Train Accuracy: 0.9357, Validation Accuracy: 0.9141, Loss: 0.0466 Epoch 21 Batch 835/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9169, Loss: 0.0522 Epoch 21 Batch 836/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9158, Loss: 0.0461 Epoch 21 Batch 837/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9141, Loss: 0.0578 Epoch 21 Batch 838/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9105, Loss: 0.0444 Epoch 21 Batch 839/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9148, Loss: 0.0374 Epoch 21 Batch 840/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9151, Loss: 0.0415 Epoch 21 Batch 841/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9208, Loss: 0.0635 Epoch 21 Batch 842/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9258, Loss: 0.0404 Epoch 21 Batch 843/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9212, Loss: 0.0412 Epoch 21 Batch 844/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9208, Loss: 0.0392 Epoch 21 Batch 845/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9208, Loss: 0.0418 Epoch 21 Batch 846/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9212, Loss: 0.0628 Epoch 21 Batch 847/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9229, Loss: 0.0511 Epoch 21 Batch 848/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9205, Loss: 0.0386 Epoch 21 Batch 849/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9201, Loss: 0.0383 Epoch 21 Batch 850/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9144, Loss: 0.0632 Epoch 21 Batch 851/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9080, Loss: 0.0570 Epoch 21 Batch 852/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9105, Loss: 0.0610 Epoch 21 Batch 853/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9130, Loss: 0.0433 Epoch 21 Batch 854/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9137, Loss: 0.0537 Epoch 21 Batch 855/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9102, Loss: 0.0557 Epoch 21 Batch 856/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9105, Loss: 0.0494 Epoch 21 Batch 857/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0406 Epoch 21 Batch 858/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9105, Loss: 0.0371 Epoch 21 Batch 859/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9094, Loss: 0.0470 Epoch 21 Batch 860/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9052, Loss: 0.0495 Epoch 21 Batch 861/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.9048, Loss: 0.0471 Epoch 21 Batch 862/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8995, Loss: 0.0500 Epoch 21 Batch 863/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8970, Loss: 0.0411 Epoch 21 Batch 864/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8963, Loss: 0.0466 Epoch 21 Batch 865/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.8995, Loss: 0.0433 Epoch 21 Batch 866/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9041, Loss: 0.0466 Epoch 21 Batch 867/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9070, Loss: 0.0840 Epoch 21 Batch 868/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9098, Loss: 0.0535 Epoch 21 Batch 869/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9070, Loss: 0.0488 Epoch 21 Batch 870/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9070, Loss: 0.0524 Epoch 21 Batch 871/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9066, Loss: 0.0415 Epoch 21 Batch 872/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9070, Loss: 0.0457 Epoch 21 Batch 873/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9119, Loss: 0.0491 Epoch 21 Batch 874/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9148, Loss: 0.0499 Epoch 21 Batch 875/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9201, Loss: 0.0508 Epoch 21 Batch 876/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9158, Loss: 0.0412 Epoch 21 Batch 877/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9219, Loss: 0.0401 Epoch 21 Batch 878/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9187, Loss: 0.0460 Epoch 21 Batch 879/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9187, Loss: 0.0338 Epoch 21 Batch 880/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9130, Loss: 0.0585 Epoch 21 Batch 881/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9190, Loss: 0.0495 Epoch 21 Batch 882/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9176, Loss: 0.0534 Epoch 21 Batch 883/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.9222, Loss: 0.0682 Epoch 21 Batch 884/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9180, Loss: 0.0478 Epoch 21 Batch 885/1077 - Train Accuracy: 0.9329, Validation Accuracy: 0.9180, Loss: 0.0326 Epoch 21 Batch 886/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9016, Loss: 0.0423 Epoch 21 Batch 887/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9034, Loss: 0.0537 Epoch 21 Batch 888/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9034, Loss: 0.0518 Epoch 21 Batch 889/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9041, Loss: 0.0450 Epoch 21 Batch 890/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9034, Loss: 0.0480 Epoch 21 Batch 891/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9055, Loss: 0.0431 Epoch 21 Batch 892/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9119, Loss: 0.0377 Epoch 21 Batch 893/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9173, Loss: 0.0482 Epoch 21 Batch 894/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9130, Loss: 0.0402 Epoch 21 Batch 895/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9123, Loss: 0.0418 Epoch 21 Batch 896/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9173, Loss: 0.0466 Epoch 21 Batch 897/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9119, Loss: 0.0393 Epoch 21 Batch 898/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9066, Loss: 0.0413 Epoch 21 Batch 899/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9162, Loss: 0.0486 Epoch 21 Batch 900/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9173, Loss: 0.0543 Epoch 21 Batch 901/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9077, Loss: 0.0563 Epoch 21 Batch 902/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9077, Loss: 0.0509 Epoch 21 Batch 903/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9173, Loss: 0.0428 Epoch 21 Batch 904/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9173, Loss: 0.0433 Epoch 21 Batch 905/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9197, Loss: 0.0370 Epoch 21 Batch 906/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9169, Loss: 0.0441 Epoch 21 Batch 907/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9162, Loss: 0.0459 Epoch 21 Batch 908/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9254, Loss: 0.0554 Epoch 21 Batch 909/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9194, Loss: 0.0573 Epoch 21 Batch 910/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9158, Loss: 0.0511 Epoch 21 Batch 911/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9183, Loss: 0.0651 Epoch 21 Batch 912/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9251, Loss: 0.0465 Epoch 21 Batch 913/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9187, Loss: 0.0632 Epoch 21 Batch 914/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9283, Loss: 0.0783 Epoch 21 Batch 915/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9329, Loss: 0.0446 Epoch 21 Batch 916/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9222, Loss: 0.0512 Epoch 21 Batch 917/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9155, Loss: 0.0479 Epoch 21 Batch 918/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9155, Loss: 0.0447 Epoch 21 Batch 919/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9094, Loss: 0.0379 Epoch 21 Batch 920/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9155, Loss: 0.0383 Epoch 21 Batch 921/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9109, Loss: 0.0494 Epoch 21 Batch 922/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9109, Loss: 0.0469 Epoch 21 Batch 923/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9119, Loss: 0.0374 Epoch 21 Batch 924/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9013, Loss: 0.0605 Epoch 21 Batch 925/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.8963, Loss: 0.0352 Epoch 21 Batch 926/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8981, Loss: 0.0516 Epoch 21 Batch 927/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9134, Loss: 0.0566 Epoch 21 Batch 928/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9052, Loss: 0.0502 Epoch 21 Batch 929/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9102, Loss: 0.0473 Epoch 21 Batch 930/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9027, Loss: 0.0351 Epoch 21 Batch 931/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9027, Loss: 0.0478 Epoch 21 Batch 932/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9087, Loss: 0.0462 Epoch 21 Batch 933/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9080, Loss: 0.0417 Epoch 21 Batch 934/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9112, Loss: 0.0379 Epoch 21 Batch 935/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9112, Loss: 0.0443 Epoch 21 Batch 936/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9219, Loss: 0.0503 Epoch 21 Batch 937/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9258, Loss: 0.0623 Epoch 21 Batch 938/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9258, Loss: 0.0527 Epoch 21 Batch 939/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9183, Loss: 0.0554 Epoch 21 Batch 940/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9155, Loss: 0.0393 Epoch 21 Batch 941/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9052, Loss: 0.0421 Epoch 21 Batch 942/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9098, Loss: 0.0535 Epoch 21 Batch 943/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9041, Loss: 0.0437 Epoch 21 Batch 944/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9038, Loss: 0.0409 Epoch 21 Batch 945/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.8970, Loss: 0.0384 Epoch 21 Batch 946/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9006, Loss: 0.0366 Epoch 21 Batch 947/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9055, Loss: 0.0533 Epoch 21 Batch 948/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8988, Loss: 0.0452 Epoch 21 Batch 949/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.8991, Loss: 0.0382 Epoch 21 Batch 950/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.8995, Loss: 0.0456 Epoch 21 Batch 951/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8984, Loss: 0.0520 Epoch 21 Batch 952/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8981, Loss: 0.0334 Epoch 21 Batch 953/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9059, Loss: 0.0336 Epoch 21 Batch 954/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9062, Loss: 0.0497 Epoch 21 Batch 955/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9009, Loss: 0.0503 Epoch 21 Batch 956/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9009, Loss: 0.0455 Epoch 21 Batch 957/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9062, Loss: 0.0341 Epoch 21 Batch 958/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9105, Loss: 0.0540 Epoch 21 Batch 959/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9055, Loss: 0.0514 Epoch 21 Batch 960/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9048, Loss: 0.0467 Epoch 21 Batch 961/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9052, Loss: 0.0366 Epoch 21 Batch 962/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9062, Loss: 0.0484 Epoch 21 Batch 963/1077 - Train Accuracy: 0.9358, Validation Accuracy: 0.9080, Loss: 0.0542 Epoch 21 Batch 964/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9102, Loss: 0.0389 Epoch 21 Batch 965/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9098, Loss: 0.0568 Epoch 21 Batch 966/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9165, Loss: 0.0369 Epoch 21 Batch 967/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9208, Loss: 0.0503 Epoch 21 Batch 968/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9254, Loss: 0.0554 Epoch 21 Batch 969/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9222, Loss: 0.0593 Epoch 21 Batch 970/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9169, Loss: 0.0470 Epoch 21 Batch 971/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9219, Loss: 0.0516 Epoch 21 Batch 972/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9219, Loss: 0.0467 Epoch 21 Batch 973/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0358 Epoch 21 Batch 974/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9229, Loss: 0.0396 Epoch 21 Batch 975/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9208, Loss: 0.0403 Epoch 21 Batch 976/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9176, Loss: 0.0407 Epoch 21 Batch 977/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9176, Loss: 0.0362 Epoch 21 Batch 978/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9126, Loss: 0.0447 Epoch 21 Batch 979/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9173, Loss: 0.0472 Epoch 21 Batch 980/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9141, Loss: 0.0461 Epoch 21 Batch 981/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9190, Loss: 0.0515 Epoch 21 Batch 982/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9183, Loss: 0.0484 Epoch 21 Batch 983/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9201, Loss: 0.0455 Epoch 21 Batch 984/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9176, Loss: 0.0495 Epoch 21 Batch 985/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9169, Loss: 0.0391 Epoch 21 Batch 986/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9137, Loss: 0.0415 Epoch 21 Batch 987/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9119, Loss: 0.0417 Epoch 21 Batch 988/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9165, Loss: 0.0509 Epoch 21 Batch 989/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9020, Loss: 0.0537 Epoch 21 Batch 990/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9073, Loss: 0.0558 Epoch 21 Batch 991/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9073, Loss: 0.0414 Epoch 21 Batch 992/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9130, Loss: 0.0450 Epoch 21 Batch 993/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9102, Loss: 0.0353 Epoch 21 Batch 994/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9183, Loss: 0.0411 Epoch 21 Batch 995/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9183, Loss: 0.0410 Epoch 21 Batch 996/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9180, Loss: 0.0436 Epoch 21 Batch 997/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9091, Loss: 0.0481 Epoch 21 Batch 998/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9116, Loss: 0.0414 Epoch 21 Batch 999/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9112, Loss: 0.0510 Epoch 21 Batch 1000/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9066, Loss: 0.0459 Epoch 21 Batch 1001/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9084, Loss: 0.0386 Epoch 21 Batch 1002/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9119, Loss: 0.0362 Epoch 21 Batch 1003/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9098, Loss: 0.0454 Epoch 21 Batch 1004/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9094, Loss: 0.0512 Epoch 21 Batch 1005/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0448 Epoch 21 Batch 1006/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9059, Loss: 0.0388 Epoch 21 Batch 1007/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9009, Loss: 0.0378 Epoch 21 Batch 1008/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9059, Loss: 0.0472 Epoch 21 Batch 1009/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9055, Loss: 0.0322 Epoch 21 Batch 1010/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9119, Loss: 0.0412 Epoch 21 Batch 1011/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9165, Loss: 0.0397 Epoch 21 Batch 1012/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9208, Loss: 0.0338 Epoch 21 Batch 1013/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9286, Loss: 0.0344 Epoch 21 Batch 1014/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9240, Loss: 0.0404 Epoch 21 Batch 1015/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9261, Loss: 0.0554 Epoch 21 Batch 1016/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.9254, Loss: 0.0440 Epoch 21 Batch 1017/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9279, Loss: 0.0383 Epoch 21 Batch 1018/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9226, Loss: 0.0496 Epoch 21 Batch 1019/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9109, Loss: 0.0519 Epoch 21 Batch 1020/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9109, Loss: 0.0420 Epoch 21 Batch 1021/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9098, Loss: 0.0493 Epoch 21 Batch 1022/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9041, Loss: 0.0370 Epoch 21 Batch 1023/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9084, Loss: 0.0468 Epoch 21 Batch 1024/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9180, Loss: 0.0483 Epoch 21 Batch 1025/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9158, Loss: 0.0413 Epoch 21 Batch 1026/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9013, Loss: 0.0525 Epoch 21 Batch 1027/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9023, Loss: 0.0436 Epoch 21 Batch 1028/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9062, Loss: 0.0451 Epoch 21 Batch 1029/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9112, Loss: 0.0376 Epoch 21 Batch 1030/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9052, Loss: 0.0468 Epoch 21 Batch 1031/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9116, Loss: 0.0525 Epoch 21 Batch 1032/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9045, Loss: 0.0551 Epoch 21 Batch 1033/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9137, Loss: 0.0486 Epoch 21 Batch 1034/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9034, Loss: 0.0479 Epoch 21 Batch 1035/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9059, Loss: 0.0347 Epoch 21 Batch 1036/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9055, Loss: 0.0668 Epoch 21 Batch 1037/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9094, Loss: 0.0459 Epoch 21 Batch 1038/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9094, Loss: 0.0514 Epoch 21 Batch 1039/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9055, Loss: 0.0440 Epoch 21 Batch 1040/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9055, Loss: 0.0438 Epoch 21 Batch 1041/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9006, Loss: 0.0533 Epoch 21 Batch 1042/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9141, Loss: 0.0421 Epoch 21 Batch 1043/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9190, Loss: 0.0640 Epoch 21 Batch 1044/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9197, Loss: 0.0513 Epoch 21 Batch 1045/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9173, Loss: 0.0435 Epoch 21 Batch 1046/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9105, Loss: 0.0363 Epoch 21 Batch 1047/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9176, Loss: 0.0392 Epoch 21 Batch 1048/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9173, Loss: 0.0499 Epoch 21 Batch 1049/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9130, Loss: 0.0523 Epoch 21 Batch 1050/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9137, Loss: 0.0355 Epoch 21 Batch 1051/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9109, Loss: 0.0492 Epoch 21 Batch 1052/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9247, Loss: 0.0430 Epoch 21 Batch 1053/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9283, Loss: 0.0485 Epoch 21 Batch 1054/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9244, Loss: 0.0412 Epoch 21 Batch 1055/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9272, Loss: 0.0485 Epoch 21 Batch 1056/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9276, Loss: 0.0458 Epoch 21 Batch 1057/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9293, Loss: 0.0508 Epoch 21 Batch 1058/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9268, Loss: 0.0501 Epoch 21 Batch 1059/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.9194, Loss: 0.0593 Epoch 21 Batch 1060/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9183, Loss: 0.0412 Epoch 21 Batch 1061/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9304, Loss: 0.0635 Epoch 21 Batch 1062/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9194, Loss: 0.0545 Epoch 21 Batch 1063/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9141, Loss: 0.0560 Epoch 21 Batch 1064/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9261, Loss: 0.0475 Epoch 21 Batch 1065/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9126, Loss: 0.0480 Epoch 21 Batch 1066/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9126, Loss: 0.0437 Epoch 21 Batch 1067/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9201, Loss: 0.0510 Epoch 21 Batch 1068/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9240, Loss: 0.0413 Epoch 21 Batch 1069/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9201, Loss: 0.0460 Epoch 21 Batch 1070/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9155, Loss: 0.0467 Epoch 21 Batch 1071/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9134, Loss: 0.0479 Epoch 21 Batch 1072/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9194, Loss: 0.0486 Epoch 21 Batch 1073/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9094, Loss: 0.0508 Epoch 21 Batch 1074/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9151, Loss: 0.0582 Epoch 21 Batch 1075/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9123, Loss: 0.0558 Epoch 22 Batch 1/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9194, Loss: 0.0350 Epoch 22 Batch 2/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9144, Loss: 0.0479 Epoch 22 Batch 3/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9190, Loss: 0.0522 Epoch 22 Batch 4/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9066, Loss: 0.0403 Epoch 22 Batch 5/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9151, Loss: 0.0575 Epoch 22 Batch 6/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9183, Loss: 0.0430 Epoch 22 Batch 7/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9162, Loss: 0.0440 Epoch 22 Batch 8/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9197, Loss: 0.0390 Epoch 22 Batch 9/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9105, Loss: 0.0442 Epoch 22 Batch 10/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.9102, Loss: 0.0472 Epoch 22 Batch 11/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9052, Loss: 0.0520 Epoch 22 Batch 12/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9062, Loss: 0.0437 Epoch 22 Batch 13/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9048, Loss: 0.0658 Epoch 22 Batch 14/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9148, Loss: 0.0394 Epoch 22 Batch 15/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9272, Loss: 0.0403 Epoch 22 Batch 16/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9219, Loss: 0.0393 Epoch 22 Batch 17/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9297, Loss: 0.0407 Epoch 22 Batch 18/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9212, Loss: 0.0413 Epoch 22 Batch 19/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9165, Loss: 0.0398 Epoch 22 Batch 20/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9148, Loss: 0.0387 Epoch 22 Batch 21/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9173, Loss: 0.0527 Epoch 22 Batch 22/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9169, Loss: 0.0503 Epoch 22 Batch 23/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9148, Loss: 0.0397 Epoch 22 Batch 24/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9173, Loss: 0.0460 Epoch 22 Batch 25/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9091, Loss: 0.0408 Epoch 22 Batch 26/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9162, Loss: 0.0492 Epoch 22 Batch 27/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9109, Loss: 0.0347 Epoch 22 Batch 28/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9229, Loss: 0.0455 Epoch 22 Batch 29/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9229, Loss: 0.0451 Epoch 22 Batch 30/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9183, Loss: 0.0417 Epoch 22 Batch 31/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9130, Loss: 0.0445 Epoch 22 Batch 32/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9151, Loss: 0.0404 Epoch 22 Batch 33/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9212, Loss: 0.0440 Epoch 22 Batch 34/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9261, Loss: 0.0478 Epoch 22 Batch 35/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9201, Loss: 0.0470 Epoch 22 Batch 36/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9205, Loss: 0.0459 Epoch 22 Batch 37/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9123, Loss: 0.0431 Epoch 22 Batch 38/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9229, Loss: 0.0591 Epoch 22 Batch 39/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9070, Loss: 0.0609 Epoch 22 Batch 40/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9141, Loss: 0.0427 Epoch 22 Batch 41/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9109, Loss: 0.0364 Epoch 22 Batch 42/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9116, Loss: 0.0573 Epoch 22 Batch 43/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9087, Loss: 0.0365 Epoch 22 Batch 44/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9070, Loss: 0.0344 Epoch 22 Batch 45/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9105, Loss: 0.0434 Epoch 22 Batch 46/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9102, Loss: 0.0578 Epoch 22 Batch 47/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9105, Loss: 0.0468 Epoch 22 Batch 48/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9134, Loss: 0.0581 Epoch 22 Batch 49/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9197, Loss: 0.0531 Epoch 22 Batch 50/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9265, Loss: 0.0401 Epoch 22 Batch 51/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9194, Loss: 0.0468 Epoch 22 Batch 52/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9148, Loss: 0.0616 Epoch 22 Batch 53/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9165, Loss: 0.0418 Epoch 22 Batch 54/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9169, Loss: 0.0676 Epoch 22 Batch 55/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9102, Loss: 0.0421 Epoch 22 Batch 56/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9137, Loss: 0.0365 Epoch 22 Batch 57/1077 - Train Accuracy: 0.9201, Validation Accuracy: 0.9158, Loss: 0.0501 Epoch 22 Batch 58/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9119, Loss: 0.0387 Epoch 22 Batch 59/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0454 Epoch 22 Batch 60/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9158, Loss: 0.0343 Epoch 22 Batch 61/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9087, Loss: 0.0512 Epoch 22 Batch 62/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9215, Loss: 0.0496 Epoch 22 Batch 63/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9212, Loss: 0.0338 Epoch 22 Batch 64/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9229, Loss: 0.0414 Epoch 22 Batch 65/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9233, Loss: 0.0462 Epoch 22 Batch 66/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9265, Loss: 0.0325 Epoch 22 Batch 67/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9162, Loss: 0.0400 Epoch 22 Batch 68/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9141, Loss: 0.0536 Epoch 22 Batch 69/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9119, Loss: 0.0571 Epoch 22 Batch 70/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9066, Loss: 0.0541 Epoch 22 Batch 71/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9123, Loss: 0.0325 Epoch 22 Batch 72/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9162, Loss: 0.0432 Epoch 22 Batch 73/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9183, Loss: 0.0455 Epoch 22 Batch 74/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9240, Loss: 0.0385 Epoch 22 Batch 75/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9219, Loss: 0.0656 Epoch 22 Batch 76/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9187, Loss: 0.0335 Epoch 22 Batch 77/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9183, Loss: 0.0429 Epoch 22 Batch 78/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9173, Loss: 0.0482 Epoch 22 Batch 79/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9126, Loss: 0.0428 Epoch 22 Batch 80/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9126, Loss: 0.0421 Epoch 22 Batch 81/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9105, Loss: 0.0401 Epoch 22 Batch 82/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9105, Loss: 0.0436 Epoch 22 Batch 83/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9116, Loss: 0.0403 Epoch 22 Batch 84/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9116, Loss: 0.0417 Epoch 22 Batch 85/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9112, Loss: 0.0435 Epoch 22 Batch 86/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9155, Loss: 0.0435 Epoch 22 Batch 87/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9148, Loss: 0.0615 Epoch 22 Batch 88/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9098, Loss: 0.0497 Epoch 22 Batch 89/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9087, Loss: 0.0512 Epoch 22 Batch 90/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8981, Loss: 0.0429 Epoch 22 Batch 91/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9031, Loss: 0.0421 Epoch 22 Batch 92/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9105, Loss: 0.0487 Epoch 22 Batch 93/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9098, Loss: 0.0422 Epoch 22 Batch 94/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9151, Loss: 0.0383 Epoch 22 Batch 95/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9041, Loss: 0.0505 Epoch 22 Batch 96/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9073, Loss: 0.0491 Epoch 22 Batch 97/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9041, Loss: 0.0462 Epoch 22 Batch 98/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9094, Loss: 0.0510 Epoch 22 Batch 99/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9123, Loss: 0.0373 Epoch 22 Batch 100/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9126, Loss: 0.0446 Epoch 22 Batch 101/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9116, Loss: 0.0395 Epoch 22 Batch 102/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9066, Loss: 0.0413 Epoch 22 Batch 103/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9062, Loss: 0.0557 Epoch 22 Batch 104/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9141, Loss: 0.0490 Epoch 22 Batch 105/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9141, Loss: 0.0411 Epoch 22 Batch 106/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9126, Loss: 0.0489 Epoch 22 Batch 107/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9144, Loss: 0.0428 Epoch 22 Batch 108/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9123, Loss: 0.0497 Epoch 22 Batch 109/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9126, Loss: 0.0431 Epoch 22 Batch 110/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9031, Loss: 0.0374 Epoch 22 Batch 111/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9080, Loss: 0.0469 Epoch 22 Batch 112/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9080, Loss: 0.0381 Epoch 22 Batch 113/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9162, Loss: 0.0580 Epoch 22 Batch 114/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9173, Loss: 0.0364 Epoch 22 Batch 115/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9176, Loss: 0.0554 Epoch 22 Batch 116/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9194, Loss: 0.0658 Epoch 22 Batch 117/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9222, Loss: 0.0435 Epoch 22 Batch 118/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.9201, Loss: 0.0480 Epoch 22 Batch 119/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9229, Loss: 0.0396 Epoch 22 Batch 120/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9283, Loss: 0.0534 Epoch 22 Batch 121/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9297, Loss: 0.0418 Epoch 22 Batch 122/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9201, Loss: 0.0434 Epoch 22 Batch 123/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9251, Loss: 0.0323 Epoch 22 Batch 124/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9325, Loss: 0.0502 Epoch 22 Batch 125/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9325, Loss: 0.0527 Epoch 22 Batch 126/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9148, Loss: 0.0390 Epoch 22 Batch 127/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9190, Loss: 0.0394 Epoch 22 Batch 128/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9116, Loss: 0.0394 Epoch 22 Batch 129/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9055, Loss: 0.0507 Epoch 22 Batch 130/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9013, Loss: 0.0430 Epoch 22 Batch 131/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8995, Loss: 0.0499 Epoch 22 Batch 132/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9073, Loss: 0.0412 Epoch 22 Batch 133/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9073, Loss: 0.0358 Epoch 22 Batch 134/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9119, Loss: 0.0402 Epoch 22 Batch 135/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9148, Loss: 0.0478 Epoch 22 Batch 136/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9077, Loss: 0.0319 Epoch 22 Batch 137/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9027, Loss: 0.0380 Epoch 22 Batch 138/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9027, Loss: 0.0424 Epoch 22 Batch 139/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9123, Loss: 0.0467 Epoch 22 Batch 140/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9073, Loss: 0.0389 Epoch 22 Batch 141/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9073, Loss: 0.0446 Epoch 22 Batch 142/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9070, Loss: 0.0418 Epoch 22 Batch 143/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8999, Loss: 0.0514 Epoch 22 Batch 144/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9059, Loss: 0.0624 Epoch 22 Batch 145/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9041, Loss: 0.0449 Epoch 22 Batch 146/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9016, Loss: 0.0782 Epoch 22 Batch 147/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.8970, Loss: 0.0400 Epoch 22 Batch 148/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9016, Loss: 0.0489 Epoch 22 Batch 149/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9016, Loss: 0.0437 Epoch 22 Batch 150/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9119, Loss: 0.0447 Epoch 22 Batch 151/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9087, Loss: 0.0402 Epoch 22 Batch 152/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9080, Loss: 0.0591 Epoch 22 Batch 153/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9080, Loss: 0.0521 Epoch 22 Batch 154/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9080, Loss: 0.0473 Epoch 22 Batch 155/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9031, Loss: 0.0419 Epoch 22 Batch 156/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9031, Loss: 0.0349 Epoch 22 Batch 157/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9038, Loss: 0.0412 Epoch 22 Batch 158/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9038, Loss: 0.0501 Epoch 22 Batch 159/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9148, Loss: 0.0407 Epoch 22 Batch 160/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9240, Loss: 0.0365 Epoch 22 Batch 161/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9187, Loss: 0.0360 Epoch 22 Batch 162/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9144, Loss: 0.0538 Epoch 22 Batch 163/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9144, Loss: 0.0572 Epoch 22 Batch 164/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9141, Loss: 0.0419 Epoch 22 Batch 165/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9169, Loss: 0.0625 Epoch 22 Batch 166/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9169, Loss: 0.0518 Epoch 22 Batch 167/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9126, Loss: 0.0398 Epoch 22 Batch 168/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9109, Loss: 0.0584 Epoch 22 Batch 169/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9180, Loss: 0.0483 Epoch 22 Batch 170/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9126, Loss: 0.0495 Epoch 22 Batch 171/1077 - Train Accuracy: 0.9503, Validation Accuracy: 0.8970, Loss: 0.0447 Epoch 22 Batch 172/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9031, Loss: 0.0381 Epoch 22 Batch 173/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8999, Loss: 0.0427 Epoch 22 Batch 174/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9048, Loss: 0.0367 Epoch 22 Batch 175/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9098, Loss: 0.0485 Epoch 22 Batch 176/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9062, Loss: 0.0449 Epoch 22 Batch 177/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9109, Loss: 0.0490 Epoch 22 Batch 178/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9148, Loss: 0.0437 Epoch 22 Batch 179/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9176, Loss: 0.0467 Epoch 22 Batch 180/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9137, Loss: 0.0399 Epoch 22 Batch 181/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9155, Loss: 0.0478 Epoch 22 Batch 182/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9205, Loss: 0.0504 Epoch 22 Batch 183/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9173, Loss: 0.0503 Epoch 22 Batch 184/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9187, Loss: 0.0425 Epoch 22 Batch 185/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9169, Loss: 0.0451 Epoch 22 Batch 186/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.9062, Loss: 0.0472 Epoch 22 Batch 187/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8999, Loss: 0.0391 Epoch 22 Batch 188/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8981, Loss: 0.0495 Epoch 22 Batch 189/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9144, Loss: 0.0418 Epoch 22 Batch 190/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9098, Loss: 0.0385 Epoch 22 Batch 191/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9112, Loss: 0.0410 Epoch 22 Batch 192/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9105, Loss: 0.0537 Epoch 22 Batch 193/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9055, Loss: 0.0400 Epoch 22 Batch 194/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9102, Loss: 0.0347 Epoch 22 Batch 195/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9102, Loss: 0.0407 Epoch 22 Batch 196/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9080, Loss: 0.0363 Epoch 22 Batch 197/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9073, Loss: 0.0515 Epoch 22 Batch 198/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9222, Loss: 0.0420 Epoch 22 Batch 199/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9268, Loss: 0.0391 Epoch 22 Batch 200/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9279, Loss: 0.0424 Epoch 22 Batch 201/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9226, Loss: 0.0396 Epoch 22 Batch 202/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9229, Loss: 0.0434 Epoch 22 Batch 203/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9229, Loss: 0.0422 Epoch 22 Batch 204/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9183, Loss: 0.0603 Epoch 22 Batch 205/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9176, Loss: 0.0512 Epoch 22 Batch 206/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9201, Loss: 0.0364 Epoch 22 Batch 207/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9247, Loss: 0.0389 Epoch 22 Batch 208/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9229, Loss: 0.0423 Epoch 22 Batch 209/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9265, Loss: 0.0361 Epoch 22 Batch 210/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9265, Loss: 0.0421 Epoch 22 Batch 211/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9265, Loss: 0.0413 Epoch 22 Batch 212/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9222, Loss: 0.0394 Epoch 22 Batch 213/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9183, Loss: 0.0354 Epoch 22 Batch 214/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9077, Loss: 0.0417 Epoch 22 Batch 215/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9077, Loss: 0.0491 Epoch 22 Batch 216/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9077, Loss: 0.0471 Epoch 22 Batch 217/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9077, Loss: 0.0394 Epoch 22 Batch 218/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9087, Loss: 0.0519 Epoch 22 Batch 219/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9155, Loss: 0.0325 Epoch 22 Batch 220/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9276, Loss: 0.0458 Epoch 22 Batch 221/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9322, Loss: 0.0458 Epoch 22 Batch 222/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9240, Loss: 0.0400 Epoch 22 Batch 223/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9141, Loss: 0.0448 Epoch 22 Batch 224/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9087, Loss: 0.0515 Epoch 22 Batch 225/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9087, Loss: 0.0547 Epoch 22 Batch 226/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9137, Loss: 0.0367 Epoch 22 Batch 227/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9084, Loss: 0.0470 Epoch 22 Batch 228/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9087, Loss: 0.0383 Epoch 22 Batch 229/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9130, Loss: 0.0418 Epoch 22 Batch 230/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9229, Loss: 0.0395 Epoch 22 Batch 231/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9176, Loss: 0.0500 Epoch 22 Batch 232/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9141, Loss: 0.0349 Epoch 22 Batch 233/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9190, Loss: 0.0524 Epoch 22 Batch 234/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9190, Loss: 0.0499 Epoch 22 Batch 235/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9137, Loss: 0.0481 Epoch 22 Batch 236/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9134, Loss: 0.0487 Epoch 22 Batch 237/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9137, Loss: 0.0351 Epoch 22 Batch 238/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9137, Loss: 0.0462 Epoch 22 Batch 239/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9080, Loss: 0.0326 Epoch 22 Batch 240/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9034, Loss: 0.0365 Epoch 22 Batch 241/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8967, Loss: 0.0326 Epoch 22 Batch 242/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9070, Loss: 0.0378 Epoch 22 Batch 243/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9119, Loss: 0.0506 Epoch 22 Batch 244/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9077, Loss: 0.0438 Epoch 22 Batch 245/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9077, Loss: 0.0406 Epoch 22 Batch 246/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9126, Loss: 0.0512 Epoch 22 Batch 247/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9148, Loss: 0.0451 Epoch 22 Batch 248/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9162, Loss: 0.0431 Epoch 22 Batch 249/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9165, Loss: 0.0429 Epoch 22 Batch 250/1077 - Train Accuracy: 0.9265, Validation Accuracy: 0.9190, Loss: 0.0428 Epoch 22 Batch 251/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9187, Loss: 0.0475 Epoch 22 Batch 252/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9183, Loss: 0.0505 Epoch 22 Batch 253/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9155, Loss: 0.0466 Epoch 22 Batch 254/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9229, Loss: 0.0546 Epoch 22 Batch 255/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9190, Loss: 0.0412 Epoch 22 Batch 256/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9134, Loss: 0.0675 Epoch 22 Batch 257/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9197, Loss: 0.0471 Epoch 22 Batch 258/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9162, Loss: 0.0400 Epoch 22 Batch 259/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9226, Loss: 0.0360 Epoch 22 Batch 260/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9272, Loss: 0.0421 Epoch 22 Batch 261/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9293, Loss: 0.0395 Epoch 22 Batch 262/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9176, Loss: 0.0412 Epoch 22 Batch 263/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9222, Loss: 0.0398 Epoch 22 Batch 264/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9276, Loss: 0.0463 Epoch 22 Batch 265/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9190, Loss: 0.0457 Epoch 22 Batch 266/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9045, Loss: 0.0473 Epoch 22 Batch 267/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.8910, Loss: 0.0363 Epoch 22 Batch 268/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8981, Loss: 0.0540 Epoch 22 Batch 269/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9023, Loss: 0.0540 Epoch 22 Batch 270/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9091, Loss: 0.0523 Epoch 22 Batch 271/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9062, Loss: 0.0404 Epoch 22 Batch 272/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9105, Loss: 0.0712 Epoch 22 Batch 273/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9123, Loss: 0.0394 Epoch 22 Batch 274/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9073, Loss: 0.0446 Epoch 22 Batch 275/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9077, Loss: 0.0492 Epoch 22 Batch 276/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9119, Loss: 0.0690 Epoch 22 Batch 277/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9126, Loss: 0.0344 Epoch 22 Batch 278/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9148, Loss: 0.0558 Epoch 22 Batch 279/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9123, Loss: 0.0492 Epoch 22 Batch 280/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9123, Loss: 0.0480 Epoch 22 Batch 281/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9119, Loss: 0.0504 Epoch 22 Batch 282/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9091, Loss: 0.0578 Epoch 22 Batch 283/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9141, Loss: 0.0439 Epoch 22 Batch 284/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9144, Loss: 0.0475 Epoch 22 Batch 285/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9002, Loss: 0.0484 Epoch 22 Batch 286/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.8938, Loss: 0.0455 Epoch 22 Batch 287/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9105, Loss: 0.0444 Epoch 22 Batch 288/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9105, Loss: 0.0526 Epoch 22 Batch 289/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9055, Loss: 0.0385 Epoch 22 Batch 290/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9059, Loss: 0.0648 Epoch 22 Batch 291/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9059, Loss: 0.0609 Epoch 22 Batch 292/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9006, Loss: 0.0460 Epoch 22 Batch 293/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9009, Loss: 0.0444 Epoch 22 Batch 294/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.8999, Loss: 0.0433 Epoch 22 Batch 295/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9038, Loss: 0.0590 Epoch 22 Batch 296/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9073, Loss: 0.0433 Epoch 22 Batch 297/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9066, Loss: 0.0445 Epoch 22 Batch 298/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9066, Loss: 0.0527 Epoch 22 Batch 299/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9176, Loss: 0.0522 Epoch 22 Batch 300/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9180, Loss: 0.0363 Epoch 22 Batch 301/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9105, Loss: 0.0405 Epoch 22 Batch 302/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9180, Loss: 0.0433 Epoch 22 Batch 303/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9233, Loss: 0.0503 Epoch 22 Batch 304/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9073, Loss: 0.0492 Epoch 22 Batch 305/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9112, Loss: 0.0459 Epoch 22 Batch 306/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9059, Loss: 0.0543 Epoch 22 Batch 307/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9087, Loss: 0.0482 Epoch 22 Batch 308/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9190, Loss: 0.0450 Epoch 22 Batch 309/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9073, Loss: 0.0326 Epoch 22 Batch 310/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9247, Loss: 0.0419 Epoch 22 Batch 311/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9258, Loss: 0.0396 Epoch 22 Batch 312/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9144, Loss: 0.0516 Epoch 22 Batch 313/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9148, Loss: 0.0366 Epoch 22 Batch 314/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9102, Loss: 0.0490 Epoch 22 Batch 315/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9016, Loss: 0.0374 Epoch 22 Batch 316/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9134, Loss: 0.0459 Epoch 22 Batch 317/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9197, Loss: 0.0462 Epoch 22 Batch 318/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9222, Loss: 0.0395 Epoch 22 Batch 319/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9162, Loss: 0.0519 Epoch 22 Batch 320/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9190, Loss: 0.0575 Epoch 22 Batch 321/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9169, Loss: 0.0393 Epoch 22 Batch 322/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9169, Loss: 0.0376 Epoch 22 Batch 323/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9165, Loss: 0.0399 Epoch 22 Batch 324/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9173, Loss: 0.0409 Epoch 22 Batch 325/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9187, Loss: 0.0440 Epoch 22 Batch 326/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9073, Loss: 0.0411 Epoch 22 Batch 327/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9077, Loss: 0.0562 Epoch 22 Batch 328/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9070, Loss: 0.0546 Epoch 22 Batch 329/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9062, Loss: 0.0441 Epoch 22 Batch 330/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9062, Loss: 0.0485 Epoch 22 Batch 331/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8963, Loss: 0.0456 Epoch 22 Batch 332/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.8977, Loss: 0.0366 Epoch 22 Batch 333/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.8970, Loss: 0.0356 Epoch 22 Batch 334/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9048, Loss: 0.0407 Epoch 22 Batch 335/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9123, Loss: 0.0426 Epoch 22 Batch 336/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9176, Loss: 0.0754 Epoch 22 Batch 337/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9151, Loss: 0.0481 Epoch 22 Batch 338/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9205, Loss: 0.0623 Epoch 22 Batch 339/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9087, Loss: 0.0405 Epoch 22 Batch 340/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9087, Loss: 0.0413 Epoch 22 Batch 341/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9141, Loss: 0.0657 Epoch 22 Batch 342/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9052, Loss: 0.0389 Epoch 22 Batch 343/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9045, Loss: 0.0503 Epoch 22 Batch 344/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9041, Loss: 0.0454 Epoch 22 Batch 345/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9098, Loss: 0.0416 Epoch 22 Batch 346/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9105, Loss: 0.0429 Epoch 22 Batch 347/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9080, Loss: 0.0345 Epoch 22 Batch 348/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9105, Loss: 0.0434 Epoch 22 Batch 349/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9162, Loss: 0.0408 Epoch 22 Batch 350/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9208, Loss: 0.0388 Epoch 22 Batch 351/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9144, Loss: 0.0469 Epoch 22 Batch 352/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9080, Loss: 0.0347 Epoch 22 Batch 353/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9080, Loss: 0.0474 Epoch 22 Batch 354/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9045, Loss: 0.0506 Epoch 22 Batch 355/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9070, Loss: 0.0413 Epoch 22 Batch 356/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9055, Loss: 0.0443 Epoch 22 Batch 357/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9034, Loss: 0.0451 Epoch 22 Batch 358/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9080, Loss: 0.0553 Epoch 22 Batch 359/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9148, Loss: 0.0440 Epoch 22 Batch 360/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9162, Loss: 0.0362 Epoch 22 Batch 361/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9130, Loss: 0.0379 Epoch 22 Batch 362/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9134, Loss: 0.0552 Epoch 22 Batch 363/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9183, Loss: 0.0483 Epoch 22 Batch 364/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9229, Loss: 0.0623 Epoch 22 Batch 365/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9276, Loss: 0.0359 Epoch 22 Batch 366/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9119, Loss: 0.0370 Epoch 22 Batch 367/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9048, Loss: 0.0370 Epoch 22 Batch 368/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.8999, Loss: 0.0425 Epoch 22 Batch 369/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8970, Loss: 0.0459 Epoch 22 Batch 370/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9102, Loss: 0.0437 Epoch 22 Batch 371/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9105, Loss: 0.0325 Epoch 22 Batch 372/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9123, Loss: 0.0365 Epoch 22 Batch 373/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9066, Loss: 0.0333 Epoch 22 Batch 374/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9070, Loss: 0.0389 Epoch 22 Batch 375/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9070, Loss: 0.0382 Epoch 22 Batch 376/1077 - Train Accuracy: 0.9357, Validation Accuracy: 0.9041, Loss: 0.0503 Epoch 22 Batch 377/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9066, Loss: 0.0441 Epoch 22 Batch 378/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9084, Loss: 0.0365 Epoch 22 Batch 379/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9126, Loss: 0.0577 Epoch 22 Batch 380/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9073, Loss: 0.0402 Epoch 22 Batch 381/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9123, Loss: 0.0578 Epoch 22 Batch 382/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9169, Loss: 0.0632 Epoch 22 Batch 383/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9141, Loss: 0.0460 Epoch 22 Batch 384/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9123, Loss: 0.0381 Epoch 22 Batch 385/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9126, Loss: 0.0351 Epoch 22 Batch 386/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9123, Loss: 0.0433 Epoch 22 Batch 387/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9077, Loss: 0.0451 Epoch 22 Batch 388/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9027, Loss: 0.0550 Epoch 22 Batch 389/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9091, Loss: 0.0440 Epoch 22 Batch 390/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9119, Loss: 0.0577 Epoch 22 Batch 391/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9144, Loss: 0.0483 Epoch 22 Batch 392/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9109, Loss: 0.0543 Epoch 22 Batch 393/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9180, Loss: 0.0462 Epoch 22 Batch 394/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9123, Loss: 0.0458 Epoch 22 Batch 395/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9123, Loss: 0.0415 Epoch 22 Batch 396/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9173, Loss: 0.0524 Epoch 22 Batch 397/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9219, Loss: 0.0435 Epoch 22 Batch 398/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9240, Loss: 0.0504 Epoch 22 Batch 399/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9268, Loss: 0.0456 Epoch 22 Batch 400/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9219, Loss: 0.0490 Epoch 22 Batch 401/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9027, Loss: 0.0396 Epoch 22 Batch 402/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9027, Loss: 0.0365 Epoch 22 Batch 403/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9052, Loss: 0.0570 Epoch 22 Batch 404/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.8977, Loss: 0.0463 Epoch 22 Batch 405/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8984, Loss: 0.0522 Epoch 22 Batch 406/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.8952, Loss: 0.0391 Epoch 22 Batch 407/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8881, Loss: 0.0494 Epoch 22 Batch 408/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.8970, Loss: 0.0510 Epoch 22 Batch 409/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9123, Loss: 0.0493 Epoch 22 Batch 410/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9041, Loss: 0.0587 Epoch 22 Batch 411/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9048, Loss: 0.0498 Epoch 22 Batch 412/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9045, Loss: 0.0363 Epoch 22 Batch 413/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9134, Loss: 0.0378 Epoch 22 Batch 414/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9183, Loss: 0.0495 Epoch 22 Batch 415/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9134, Loss: 0.0555 Epoch 22 Batch 416/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9070, Loss: 0.0467 Epoch 22 Batch 417/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9052, Loss: 0.0623 Epoch 22 Batch 418/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9098, Loss: 0.0433 Epoch 22 Batch 419/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9123, Loss: 0.0356 Epoch 22 Batch 420/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9148, Loss: 0.0384 Epoch 22 Batch 421/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9126, Loss: 0.0601 Epoch 22 Batch 422/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9087, Loss: 0.0400 Epoch 22 Batch 423/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8988, Loss: 0.0519 Epoch 22 Batch 424/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9020, Loss: 0.0446 Epoch 22 Batch 425/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9023, Loss: 0.0371 Epoch 22 Batch 426/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9016, Loss: 0.0618 Epoch 22 Batch 427/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8977, Loss: 0.0369 Epoch 22 Batch 428/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9038, Loss: 0.0365 Epoch 22 Batch 429/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9038, Loss: 0.0374 Epoch 22 Batch 430/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9023, Loss: 0.0376 Epoch 22 Batch 431/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9023, Loss: 0.0335 Epoch 22 Batch 432/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.8988, Loss: 0.0429 Epoch 22 Batch 433/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9038, Loss: 0.0468 Epoch 22 Batch 434/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9087, Loss: 0.0466 Epoch 22 Batch 435/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9126, Loss: 0.0574 Epoch 22 Batch 436/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9119, Loss: 0.0442 Epoch 22 Batch 437/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9116, Loss: 0.0356 Epoch 22 Batch 438/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9155, Loss: 0.0410 Epoch 22 Batch 439/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9130, Loss: 0.0478 Epoch 22 Batch 440/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9126, Loss: 0.0560 Epoch 22 Batch 441/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9112, Loss: 0.0459 Epoch 22 Batch 442/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9134, Loss: 0.0466 Epoch 22 Batch 443/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9084, Loss: 0.0395 Epoch 22 Batch 444/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8977, Loss: 0.0496 Epoch 22 Batch 445/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8991, Loss: 0.0542 Epoch 22 Batch 446/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8984, Loss: 0.0355 Epoch 22 Batch 447/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9041, Loss: 0.0453 Epoch 22 Batch 448/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8988, Loss: 0.0555 Epoch 22 Batch 449/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9087, Loss: 0.0563 Epoch 22 Batch 450/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9084, Loss: 0.0503 Epoch 22 Batch 451/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9006, Loss: 0.0428 Epoch 22 Batch 452/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9091, Loss: 0.0400 Epoch 22 Batch 453/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9144, Loss: 0.0408 Epoch 22 Batch 454/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9194, Loss: 0.0621 Epoch 22 Batch 455/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9237, Loss: 0.0462 Epoch 22 Batch 456/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9155, Loss: 0.0458 Epoch 22 Batch 457/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9102, Loss: 0.0379 Epoch 22 Batch 458/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9165, Loss: 0.0528 Epoch 22 Batch 459/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9187, Loss: 0.0441 Epoch 22 Batch 460/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9265, Loss: 0.0504 Epoch 22 Batch 461/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9268, Loss: 0.0423 Epoch 22 Batch 462/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9265, Loss: 0.0438 Epoch 22 Batch 463/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9190, Loss: 0.0443 Epoch 22 Batch 464/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9134, Loss: 0.0428 Epoch 22 Batch 465/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9073, Loss: 0.0622 Epoch 22 Batch 466/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9173, Loss: 0.0412 Epoch 22 Batch 467/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9116, Loss: 0.0506 Epoch 22 Batch 468/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9165, Loss: 0.0433 Epoch 22 Batch 469/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9112, Loss: 0.0434 Epoch 22 Batch 470/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9141, Loss: 0.0482 Epoch 22 Batch 471/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9091, Loss: 0.0315 Epoch 22 Batch 472/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9116, Loss: 0.0379 Epoch 22 Batch 473/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9197, Loss: 0.0464 Epoch 22 Batch 474/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9123, Loss: 0.0433 Epoch 22 Batch 475/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9094, Loss: 0.0449 Epoch 22 Batch 476/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9169, Loss: 0.0403 Epoch 22 Batch 477/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9222, Loss: 0.0462 Epoch 22 Batch 478/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9244, Loss: 0.0463 Epoch 22 Batch 479/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9158, Loss: 0.0505 Epoch 22 Batch 480/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9151, Loss: 0.0484 Epoch 22 Batch 481/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9155, Loss: 0.0437 Epoch 22 Batch 482/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9158, Loss: 0.0514 Epoch 22 Batch 483/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9215, Loss: 0.0509 Epoch 22 Batch 484/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9116, Loss: 0.0492 Epoch 22 Batch 485/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9126, Loss: 0.0420 Epoch 22 Batch 486/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9148, Loss: 0.0397 Epoch 22 Batch 487/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9141, Loss: 0.0377 Epoch 22 Batch 488/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9130, Loss: 0.0317 Epoch 22 Batch 489/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9134, Loss: 0.0354 Epoch 22 Batch 490/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9183, Loss: 0.0448 Epoch 22 Batch 491/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9130, Loss: 0.0526 Epoch 22 Batch 492/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9130, Loss: 0.0491 Epoch 22 Batch 493/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9094, Loss: 0.0359 Epoch 22 Batch 494/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9031, Loss: 0.0339 Epoch 22 Batch 495/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9059, Loss: 0.0419 Epoch 22 Batch 496/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9123, Loss: 0.0416 Epoch 22 Batch 497/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9208, Loss: 0.0434 Epoch 22 Batch 498/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9080, Loss: 0.0458 Epoch 22 Batch 499/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9155, Loss: 0.0385 Epoch 22 Batch 500/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9105, Loss: 0.0362 Epoch 22 Batch 501/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9123, Loss: 0.0386 Epoch 22 Batch 502/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9070, Loss: 0.0507 Epoch 22 Batch 503/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9169, Loss: 0.0359 Epoch 22 Batch 504/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9165, Loss: 0.0407 Epoch 22 Batch 505/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9187, Loss: 0.0357 Epoch 22 Batch 506/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9116, Loss: 0.0474 Epoch 22 Batch 507/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9116, Loss: 0.0454 Epoch 22 Batch 508/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9208, Loss: 0.0365 Epoch 22 Batch 509/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9158, Loss: 0.0458 Epoch 22 Batch 510/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9105, Loss: 0.0423 Epoch 22 Batch 511/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9190, Loss: 0.0456 Epoch 22 Batch 512/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9155, Loss: 0.0343 Epoch 22 Batch 513/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9098, Loss: 0.0489 Epoch 22 Batch 514/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9233, Loss: 0.0438 Epoch 22 Batch 515/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9205, Loss: 0.0464 Epoch 22 Batch 516/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9212, Loss: 0.0435 Epoch 22 Batch 517/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9176, Loss: 0.0450 Epoch 22 Batch 518/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9023, Loss: 0.0432 Epoch 22 Batch 519/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9027, Loss: 0.0440 Epoch 22 Batch 520/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9077, Loss: 0.0377 Epoch 22 Batch 521/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0451 Epoch 22 Batch 522/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9070, Loss: 0.0568 Epoch 22 Batch 523/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9180, Loss: 0.0424 Epoch 22 Batch 524/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9148, Loss: 0.0468 Epoch 22 Batch 525/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9215, Loss: 0.0412 Epoch 22 Batch 526/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9272, Loss: 0.0381 Epoch 22 Batch 527/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9226, Loss: 0.0414 Epoch 22 Batch 528/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9226, Loss: 0.0449 Epoch 22 Batch 529/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9173, Loss: 0.0420 Epoch 22 Batch 530/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9130, Loss: 0.0472 Epoch 22 Batch 531/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9169, Loss: 0.0443 Epoch 22 Batch 532/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9180, Loss: 0.0502 Epoch 22 Batch 533/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9201, Loss: 0.0478 Epoch 22 Batch 534/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9123, Loss: 0.0520 Epoch 22 Batch 535/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9094, Loss: 0.0482 Epoch 22 Batch 536/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9194, Loss: 0.0498 Epoch 22 Batch 537/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9187, Loss: 0.0428 Epoch 22 Batch 538/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9247, Loss: 0.0382 Epoch 22 Batch 539/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9180, Loss: 0.0598 Epoch 22 Batch 540/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9183, Loss: 0.0386 Epoch 22 Batch 541/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9183, Loss: 0.0406 Epoch 22 Batch 542/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9190, Loss: 0.0464 Epoch 22 Batch 543/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9158, Loss: 0.0397 Epoch 22 Batch 544/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9109, Loss: 0.0305 Epoch 22 Batch 545/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9155, Loss: 0.0480 Epoch 22 Batch 546/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9258, Loss: 0.0525 Epoch 22 Batch 547/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9251, Loss: 0.0378 Epoch 22 Batch 548/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9247, Loss: 0.0561 Epoch 22 Batch 549/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.9215, Loss: 0.0556 Epoch 22 Batch 550/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9084, Loss: 0.0427 Epoch 22 Batch 551/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9176, Loss: 0.0476 Epoch 22 Batch 552/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9084, Loss: 0.0465 Epoch 22 Batch 553/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9137, Loss: 0.0533 Epoch 22 Batch 554/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9102, Loss: 0.0402 Epoch 22 Batch 555/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9144, Loss: 0.0447 Epoch 22 Batch 556/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9034, Loss: 0.0373 Epoch 22 Batch 557/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9126, Loss: 0.0389 Epoch 22 Batch 558/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9126, Loss: 0.0350 Epoch 22 Batch 559/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9151, Loss: 0.0445 Epoch 22 Batch 560/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9102, Loss: 0.0446 Epoch 22 Batch 561/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9194, Loss: 0.0453 Epoch 22 Batch 562/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9151, Loss: 0.0379 Epoch 22 Batch 563/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9180, Loss: 0.0502 Epoch 22 Batch 564/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9201, Loss: 0.0496 Epoch 22 Batch 565/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9180, Loss: 0.0530 Epoch 22 Batch 566/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9201, Loss: 0.0496 Epoch 22 Batch 567/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9102, Loss: 0.0427 Epoch 22 Batch 568/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9151, Loss: 0.0396 Epoch 22 Batch 569/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9126, Loss: 0.0510 Epoch 22 Batch 570/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.9105, Loss: 0.0522 Epoch 22 Batch 571/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9055, Loss: 0.0352 Epoch 22 Batch 572/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9038, Loss: 0.0426 Epoch 22 Batch 573/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9055, Loss: 0.0621 Epoch 22 Batch 574/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9020, Loss: 0.0476 Epoch 22 Batch 575/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9052, Loss: 0.0375 Epoch 22 Batch 576/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.8995, Loss: 0.0429 Epoch 22 Batch 577/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8938, Loss: 0.0380 Epoch 22 Batch 578/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8999, Loss: 0.0401 Epoch 22 Batch 579/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8974, Loss: 0.0406 Epoch 22 Batch 580/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9098, Loss: 0.0350 Epoch 22 Batch 581/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9098, Loss: 0.0354 Epoch 22 Batch 582/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9098, Loss: 0.0406 Epoch 22 Batch 583/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9201, Loss: 0.0520 Epoch 22 Batch 584/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9151, Loss: 0.0508 Epoch 22 Batch 585/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9197, Loss: 0.0335 Epoch 22 Batch 586/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9240, Loss: 0.0375 Epoch 22 Batch 587/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9229, Loss: 0.0431 Epoch 22 Batch 588/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9208, Loss: 0.0411 Epoch 22 Batch 589/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9165, Loss: 0.0401 Epoch 22 Batch 590/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9055, Loss: 0.0525 Epoch 22 Batch 591/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9066, Loss: 0.0430 Epoch 22 Batch 592/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9169, Loss: 0.0488 Epoch 22 Batch 593/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9240, Loss: 0.0618 Epoch 22 Batch 594/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9244, Loss: 0.0508 Epoch 22 Batch 595/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9141, Loss: 0.0427 Epoch 22 Batch 596/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9194, Loss: 0.0477 Epoch 22 Batch 597/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9180, Loss: 0.0476 Epoch 22 Batch 598/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9141, Loss: 0.0472 Epoch 22 Batch 599/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9130, Loss: 0.0659 Epoch 22 Batch 600/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9077, Loss: 0.0554 Epoch 22 Batch 601/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9183, Loss: 0.0514 Epoch 22 Batch 602/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9183, Loss: 0.0465 Epoch 22 Batch 603/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9205, Loss: 0.0496 Epoch 22 Batch 604/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.9169, Loss: 0.0621 Epoch 22 Batch 605/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9123, Loss: 0.0532 Epoch 22 Batch 606/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9080, Loss: 0.0374 Epoch 22 Batch 607/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9066, Loss: 0.0492 Epoch 22 Batch 608/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9126, Loss: 0.0526 Epoch 22 Batch 609/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9176, Loss: 0.0503 Epoch 22 Batch 610/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9183, Loss: 0.0541 Epoch 22 Batch 611/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9091, Loss: 0.0441 Epoch 22 Batch 612/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9116, Loss: 0.0383 Epoch 22 Batch 613/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9080, Loss: 0.0571 Epoch 22 Batch 614/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9080, Loss: 0.0477 Epoch 22 Batch 615/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9194, Loss: 0.0382 Epoch 22 Batch 616/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9158, Loss: 0.0452 Epoch 22 Batch 617/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9162, Loss: 0.0424 Epoch 22 Batch 618/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9112, Loss: 0.0432 Epoch 22 Batch 619/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9148, Loss: 0.0340 Epoch 22 Batch 620/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9169, Loss: 0.0422 Epoch 22 Batch 621/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9169, Loss: 0.0442 Epoch 22 Batch 622/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9130, Loss: 0.0518 Epoch 22 Batch 623/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9130, Loss: 0.0531 Epoch 22 Batch 624/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9134, Loss: 0.0473 Epoch 22 Batch 625/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9141, Loss: 0.0425 Epoch 22 Batch 626/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9084, Loss: 0.0371 Epoch 22 Batch 627/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9013, Loss: 0.0394 Epoch 22 Batch 628/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9013, Loss: 0.0459 Epoch 22 Batch 629/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9009, Loss: 0.0453 Epoch 22 Batch 630/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9020, Loss: 0.0422 Epoch 22 Batch 631/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9137, Loss: 0.0555 Epoch 22 Batch 632/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9194, Loss: 0.0395 Epoch 22 Batch 633/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9215, Loss: 0.0428 Epoch 22 Batch 634/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9215, Loss: 0.0347 Epoch 22 Batch 635/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9219, Loss: 0.0535 Epoch 22 Batch 636/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9226, Loss: 0.0417 Epoch 22 Batch 637/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9183, Loss: 0.0393 Epoch 22 Batch 638/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9183, Loss: 0.0349 Epoch 22 Batch 639/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9102, Loss: 0.0502 Epoch 22 Batch 640/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9116, Loss: 0.0366 Epoch 22 Batch 641/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9066, Loss: 0.0432 Epoch 22 Batch 642/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9059, Loss: 0.0409 Epoch 22 Batch 643/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9098, Loss: 0.0356 Epoch 22 Batch 644/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9094, Loss: 0.0392 Epoch 22 Batch 645/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9144, Loss: 0.0469 Epoch 22 Batch 646/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9155, Loss: 0.0433 Epoch 22 Batch 647/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9130, Loss: 0.0507 Epoch 22 Batch 648/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9158, Loss: 0.0351 Epoch 22 Batch 649/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9283, Loss: 0.0396 Epoch 22 Batch 650/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9304, Loss: 0.0386 Epoch 22 Batch 651/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9233, Loss: 0.0438 Epoch 22 Batch 652/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9194, Loss: 0.0494 Epoch 22 Batch 653/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9286, Loss: 0.0496 Epoch 22 Batch 654/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9286, Loss: 0.0433 Epoch 22 Batch 655/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9237, Loss: 0.0621 Epoch 22 Batch 656/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9201, Loss: 0.0463 Epoch 22 Batch 657/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9130, Loss: 0.0514 Epoch 22 Batch 658/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9176, Loss: 0.0358 Epoch 22 Batch 659/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9176, Loss: 0.0512 Epoch 22 Batch 660/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9126, Loss: 0.0377 Epoch 22 Batch 661/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9084, Loss: 0.0468 Epoch 22 Batch 662/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9130, Loss: 0.0386 Epoch 22 Batch 663/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9229, Loss: 0.0375 Epoch 22 Batch 664/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9276, Loss: 0.0461 Epoch 22 Batch 665/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9272, Loss: 0.0372 Epoch 22 Batch 666/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9148, Loss: 0.0481 Epoch 22 Batch 667/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9077, Loss: 0.0462 Epoch 22 Batch 668/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9109, Loss: 0.0393 Epoch 22 Batch 669/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9130, Loss: 0.0426 Epoch 22 Batch 670/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9084, Loss: 0.0423 Epoch 22 Batch 671/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9084, Loss: 0.0450 Epoch 22 Batch 672/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9084, Loss: 0.0368 Epoch 22 Batch 673/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9066, Loss: 0.0495 Epoch 22 Batch 674/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9023, Loss: 0.0384 Epoch 22 Batch 675/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9073, Loss: 0.0443 Epoch 22 Batch 676/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9212, Loss: 0.0470 Epoch 22 Batch 677/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9190, Loss: 0.0553 Epoch 22 Batch 678/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9130, Loss: 0.0410 Epoch 22 Batch 679/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9137, Loss: 0.0444 Epoch 22 Batch 680/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9134, Loss: 0.0471 Epoch 22 Batch 681/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9134, Loss: 0.0389 Epoch 22 Batch 682/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.9134, Loss: 0.0448 Epoch 22 Batch 683/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9119, Loss: 0.0376 Epoch 22 Batch 684/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9173, Loss: 0.0359 Epoch 22 Batch 685/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9077, Loss: 0.0485 Epoch 22 Batch 686/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9091, Loss: 0.0367 Epoch 22 Batch 687/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9094, Loss: 0.0477 Epoch 22 Batch 688/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9073, Loss: 0.0390 Epoch 22 Batch 689/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9094, Loss: 0.0345 Epoch 22 Batch 690/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9094, Loss: 0.0448 Epoch 22 Batch 691/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9173, Loss: 0.0417 Epoch 22 Batch 692/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9279, Loss: 0.0409 Epoch 22 Batch 693/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9279, Loss: 0.0668 Epoch 22 Batch 694/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9389, Loss: 0.0452 Epoch 22 Batch 695/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9414, Loss: 0.0412 Epoch 22 Batch 696/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9379, Loss: 0.0480 Epoch 22 Batch 697/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9332, Loss: 0.0381 Epoch 22 Batch 698/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9261, Loss: 0.0395 Epoch 22 Batch 699/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9251, Loss: 0.0420 Epoch 22 Batch 700/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9222, Loss: 0.0375 Epoch 22 Batch 701/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9180, Loss: 0.0495 Epoch 22 Batch 702/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9240, Loss: 0.0540 Epoch 22 Batch 703/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9244, Loss: 0.0449 Epoch 22 Batch 704/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9308, Loss: 0.0583 Epoch 22 Batch 705/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9244, Loss: 0.0483 Epoch 22 Batch 706/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.9240, Loss: 0.0608 Epoch 22 Batch 707/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9237, Loss: 0.0462 Epoch 22 Batch 708/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9144, Loss: 0.0458 Epoch 22 Batch 709/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9048, Loss: 0.0552 Epoch 22 Batch 710/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9073, Loss: 0.0340 Epoch 22 Batch 711/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9119, Loss: 0.0533 Epoch 22 Batch 712/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9052, Loss: 0.0348 Epoch 22 Batch 713/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9137, Loss: 0.0392 Epoch 22 Batch 714/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9187, Loss: 0.0443 Epoch 22 Batch 715/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9165, Loss: 0.0479 Epoch 22 Batch 716/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9165, Loss: 0.0394 Epoch 22 Batch 717/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9020, Loss: 0.0428 Epoch 22 Batch 718/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9055, Loss: 0.0454 Epoch 22 Batch 719/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9055, Loss: 0.0462 Epoch 22 Batch 720/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9119, Loss: 0.0495 Epoch 22 Batch 721/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9197, Loss: 0.0504 Epoch 22 Batch 722/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9183, Loss: 0.0342 Epoch 22 Batch 723/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9194, Loss: 0.0484 Epoch 22 Batch 724/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9148, Loss: 0.0465 Epoch 22 Batch 725/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9130, Loss: 0.0335 Epoch 22 Batch 726/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9237, Loss: 0.0415 Epoch 22 Batch 727/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9208, Loss: 0.0398 Epoch 22 Batch 728/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9116, Loss: 0.0503 Epoch 22 Batch 729/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9066, Loss: 0.0497 Epoch 22 Batch 730/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9123, Loss: 0.0582 Epoch 22 Batch 731/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.9116, Loss: 0.0465 Epoch 22 Batch 732/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.9087, Loss: 0.0514 Epoch 22 Batch 733/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9087, Loss: 0.0460 Epoch 22 Batch 734/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9020, Loss: 0.0455 Epoch 22 Batch 735/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9091, Loss: 0.0384 Epoch 22 Batch 736/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9155, Loss: 0.0392 Epoch 22 Batch 737/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9130, Loss: 0.0492 Epoch 22 Batch 738/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9180, Loss: 0.0328 Epoch 22 Batch 739/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9311, Loss: 0.0409 Epoch 22 Batch 740/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9300, Loss: 0.0371 Epoch 22 Batch 741/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9251, Loss: 0.0488 Epoch 22 Batch 742/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9251, Loss: 0.0443 Epoch 22 Batch 743/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9187, Loss: 0.0467 Epoch 22 Batch 744/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9187, Loss: 0.0475 Epoch 22 Batch 745/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9219, Loss: 0.0477 Epoch 22 Batch 746/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9126, Loss: 0.0443 Epoch 22 Batch 747/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9158, Loss: 0.0335 Epoch 22 Batch 748/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9137, Loss: 0.0365 Epoch 22 Batch 749/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9176, Loss: 0.0413 Epoch 22 Batch 750/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9237, Loss: 0.0399 Epoch 22 Batch 751/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9187, Loss: 0.0443 Epoch 22 Batch 752/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9187, Loss: 0.0437 Epoch 22 Batch 753/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9244, Loss: 0.0402 Epoch 22 Batch 754/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9212, Loss: 0.0520 Epoch 22 Batch 755/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9151, Loss: 0.0493 Epoch 22 Batch 756/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9084, Loss: 0.0414 Epoch 22 Batch 757/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9119, Loss: 0.0449 Epoch 22 Batch 758/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9091, Loss: 0.0334 Epoch 22 Batch 759/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9094, Loss: 0.0428 Epoch 22 Batch 760/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9148, Loss: 0.0520 Epoch 22 Batch 761/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9293, Loss: 0.0420 Epoch 22 Batch 762/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9222, Loss: 0.0387 Epoch 22 Batch 763/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9165, Loss: 0.0521 Epoch 22 Batch 764/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9165, Loss: 0.0390 Epoch 22 Batch 765/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9155, Loss: 0.0453 Epoch 22 Batch 766/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9183, Loss: 0.0494 Epoch 22 Batch 767/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9265, Loss: 0.0443 Epoch 22 Batch 768/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9254, Loss: 0.0436 Epoch 22 Batch 769/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9297, Loss: 0.0436 Epoch 22 Batch 770/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9318, Loss: 0.0427 Epoch 22 Batch 771/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9205, Loss: 0.0444 Epoch 22 Batch 772/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9293, Loss: 0.0396 Epoch 22 Batch 773/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9247, Loss: 0.0404 Epoch 22 Batch 774/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9290, Loss: 0.0487 Epoch 22 Batch 775/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0427 Epoch 22 Batch 776/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9272, Loss: 0.0411 Epoch 22 Batch 777/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9279, Loss: 0.0438 Epoch 22 Batch 778/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9283, Loss: 0.0532 Epoch 22 Batch 779/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9261, Loss: 0.0408 Epoch 22 Batch 780/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9190, Loss: 0.0572 Epoch 22 Batch 781/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9148, Loss: 0.0339 Epoch 22 Batch 782/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9148, Loss: 0.0383 Epoch 22 Batch 783/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9197, Loss: 0.0494 Epoch 22 Batch 784/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9190, Loss: 0.0328 Epoch 22 Batch 785/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9109, Loss: 0.0352 Epoch 22 Batch 786/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9141, Loss: 0.0420 Epoch 22 Batch 787/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9134, Loss: 0.0460 Epoch 22 Batch 788/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9084, Loss: 0.0399 Epoch 22 Batch 789/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9084, Loss: 0.0487 Epoch 22 Batch 790/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9084, Loss: 0.0489 Epoch 22 Batch 791/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9169, Loss: 0.0519 Epoch 22 Batch 792/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9165, Loss: 0.0485 Epoch 22 Batch 793/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9237, Loss: 0.0434 Epoch 22 Batch 794/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9268, Loss: 0.0330 Epoch 22 Batch 795/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9215, Loss: 0.0508 Epoch 22 Batch 796/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9261, Loss: 0.0427 Epoch 22 Batch 797/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9265, Loss: 0.0447 Epoch 22 Batch 798/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9268, Loss: 0.0461 Epoch 22 Batch 799/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9279, Loss: 0.0559 Epoch 22 Batch 800/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9258, Loss: 0.0363 Epoch 22 Batch 801/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9261, Loss: 0.0450 Epoch 22 Batch 802/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9201, Loss: 0.0519 Epoch 22 Batch 803/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9126, Loss: 0.0459 Epoch 22 Batch 804/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9190, Loss: 0.0363 Epoch 22 Batch 805/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9176, Loss: 0.0460 Epoch 22 Batch 806/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9176, Loss: 0.0385 Epoch 22 Batch 807/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9098, Loss: 0.0351 Epoch 22 Batch 808/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9144, Loss: 0.0573 Epoch 22 Batch 809/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9087, Loss: 0.0630 Epoch 22 Batch 810/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9070, Loss: 0.0411 Epoch 22 Batch 811/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9066, Loss: 0.0433 Epoch 22 Batch 812/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9066, Loss: 0.0447 Epoch 22 Batch 813/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9105, Loss: 0.0409 Epoch 22 Batch 814/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9080, Loss: 0.0508 Epoch 22 Batch 815/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9070, Loss: 0.0464 Epoch 22 Batch 816/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9109, Loss: 0.0410 Epoch 22 Batch 817/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9105, Loss: 0.0447 Epoch 22 Batch 818/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9173, Loss: 0.0473 Epoch 22 Batch 819/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9155, Loss: 0.0447 Epoch 22 Batch 820/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9169, Loss: 0.0424 Epoch 22 Batch 821/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9165, Loss: 0.0414 Epoch 22 Batch 822/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9187, Loss: 0.0388 Epoch 22 Batch 823/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9258, Loss: 0.0379 Epoch 22 Batch 824/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9254, Loss: 0.0508 Epoch 22 Batch 825/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9300, Loss: 0.0416 Epoch 22 Batch 826/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9308, Loss: 0.0408 Epoch 22 Batch 827/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9208, Loss: 0.0429 Epoch 22 Batch 828/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9183, Loss: 0.0350 Epoch 22 Batch 829/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9247, Loss: 0.0561 Epoch 22 Batch 830/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.9212, Loss: 0.0501 Epoch 22 Batch 831/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9208, Loss: 0.0432 Epoch 22 Batch 832/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9183, Loss: 0.0368 Epoch 22 Batch 833/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9233, Loss: 0.0499 Epoch 22 Batch 834/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9229, Loss: 0.0433 Epoch 22 Batch 835/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9300, Loss: 0.0490 Epoch 22 Batch 836/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9308, Loss: 0.0442 Epoch 22 Batch 837/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9286, Loss: 0.0496 Epoch 22 Batch 838/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9290, Loss: 0.0429 Epoch 22 Batch 839/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9329, Loss: 0.0356 Epoch 22 Batch 840/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9244, Loss: 0.0408 Epoch 22 Batch 841/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9194, Loss: 0.0597 Epoch 22 Batch 842/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9190, Loss: 0.0367 Epoch 22 Batch 843/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9190, Loss: 0.0377 Epoch 22 Batch 844/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9240, Loss: 0.0369 Epoch 22 Batch 845/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9244, Loss: 0.0413 Epoch 22 Batch 846/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9244, Loss: 0.0543 Epoch 22 Batch 847/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9276, Loss: 0.0499 Epoch 22 Batch 848/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9276, Loss: 0.0332 Epoch 22 Batch 849/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9244, Loss: 0.0336 Epoch 22 Batch 850/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9268, Loss: 0.0634 Epoch 22 Batch 851/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9226, Loss: 0.0527 Epoch 22 Batch 852/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9077, Loss: 0.0618 Epoch 22 Batch 853/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9002, Loss: 0.0456 Epoch 22 Batch 854/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9130, Loss: 0.0480 Epoch 22 Batch 855/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9066, Loss: 0.0507 Epoch 22 Batch 856/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9006, Loss: 0.0471 Epoch 22 Batch 857/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9165, Loss: 0.0395 Epoch 22 Batch 858/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9158, Loss: 0.0382 Epoch 22 Batch 859/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9187, Loss: 0.0482 Epoch 22 Batch 860/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9137, Loss: 0.0458 Epoch 22 Batch 861/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9123, Loss: 0.0432 Epoch 22 Batch 862/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9077, Loss: 0.0484 Epoch 22 Batch 863/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9123, Loss: 0.0397 Epoch 22 Batch 864/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0464 Epoch 22 Batch 865/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9183, Loss: 0.0431 Epoch 22 Batch 866/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9233, Loss: 0.0487 Epoch 22 Batch 867/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9187, Loss: 0.0892 Epoch 22 Batch 868/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9141, Loss: 0.0480 Epoch 22 Batch 869/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9162, Loss: 0.0438 Epoch 22 Batch 870/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9087, Loss: 0.0494 Epoch 22 Batch 871/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9141, Loss: 0.0424 Epoch 22 Batch 872/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9144, Loss: 0.0434 Epoch 22 Batch 873/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9151, Loss: 0.0451 Epoch 22 Batch 874/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9109, Loss: 0.0465 Epoch 22 Batch 875/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9119, Loss: 0.0460 Epoch 22 Batch 876/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9116, Loss: 0.0397 Epoch 22 Batch 877/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9162, Loss: 0.0387 Epoch 22 Batch 878/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9102, Loss: 0.0384 Epoch 22 Batch 879/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9102, Loss: 0.0310 Epoch 22 Batch 880/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9165, Loss: 0.0535 Epoch 22 Batch 881/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9180, Loss: 0.0460 Epoch 22 Batch 882/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9183, Loss: 0.0454 Epoch 22 Batch 883/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9180, Loss: 0.0609 Epoch 22 Batch 884/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9169, Loss: 0.0485 Epoch 22 Batch 885/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9240, Loss: 0.0310 Epoch 22 Batch 886/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9237, Loss: 0.0393 Epoch 22 Batch 887/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9244, Loss: 0.0498 Epoch 22 Batch 888/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9112, Loss: 0.0457 Epoch 22 Batch 889/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9226, Loss: 0.0420 Epoch 22 Batch 890/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9222, Loss: 0.0449 Epoch 22 Batch 891/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9272, Loss: 0.0388 Epoch 22 Batch 892/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9272, Loss: 0.0388 Epoch 22 Batch 893/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9194, Loss: 0.0446 Epoch 22 Batch 894/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9251, Loss: 0.0400 Epoch 22 Batch 895/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9240, Loss: 0.0390 Epoch 22 Batch 896/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9268, Loss: 0.0433 Epoch 22 Batch 897/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9315, Loss: 0.0393 Epoch 22 Batch 898/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9197, Loss: 0.0387 Epoch 22 Batch 899/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9197, Loss: 0.0471 Epoch 22 Batch 900/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9205, Loss: 0.0478 Epoch 22 Batch 901/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9208, Loss: 0.0577 Epoch 22 Batch 902/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9233, Loss: 0.0468 Epoch 22 Batch 903/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9229, Loss: 0.0401 Epoch 22 Batch 904/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9229, Loss: 0.0388 Epoch 22 Batch 905/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9144, Loss: 0.0330 Epoch 22 Batch 906/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9155, Loss: 0.0381 Epoch 22 Batch 907/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9187, Loss: 0.0447 Epoch 22 Batch 908/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9158, Loss: 0.0464 Epoch 22 Batch 909/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9105, Loss: 0.0512 Epoch 22 Batch 910/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9158, Loss: 0.0495 Epoch 22 Batch 911/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9290, Loss: 0.0584 Epoch 22 Batch 912/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9297, Loss: 0.0368 Epoch 22 Batch 913/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9229, Loss: 0.0557 Epoch 22 Batch 914/1077 - Train Accuracy: 0.9333, Validation Accuracy: 0.9272, Loss: 0.0756 Epoch 22 Batch 915/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9268, Loss: 0.0386 Epoch 22 Batch 916/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9268, Loss: 0.0468 Epoch 22 Batch 917/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9272, Loss: 0.0417 Epoch 22 Batch 918/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9325, Loss: 0.0409 Epoch 22 Batch 919/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9276, Loss: 0.0346 Epoch 22 Batch 920/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9219, Loss: 0.0407 Epoch 22 Batch 921/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9226, Loss: 0.0493 Epoch 22 Batch 922/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9165, Loss: 0.0437 Epoch 22 Batch 923/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9162, Loss: 0.0315 Epoch 22 Batch 924/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9151, Loss: 0.0534 Epoch 22 Batch 925/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9148, Loss: 0.0375 Epoch 22 Batch 926/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9102, Loss: 0.0532 Epoch 22 Batch 927/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9087, Loss: 0.0503 Epoch 22 Batch 928/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9091, Loss: 0.0419 Epoch 22 Batch 929/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9158, Loss: 0.0453 Epoch 22 Batch 930/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9237, Loss: 0.0335 Epoch 22 Batch 931/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9240, Loss: 0.0446 Epoch 22 Batch 932/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9141, Loss: 0.0391 Epoch 22 Batch 933/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9134, Loss: 0.0389 Epoch 22 Batch 934/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9176, Loss: 0.0353 Epoch 22 Batch 935/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9180, Loss: 0.0410 Epoch 22 Batch 936/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9208, Loss: 0.0472 Epoch 22 Batch 937/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9190, Loss: 0.0549 Epoch 22 Batch 938/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9190, Loss: 0.0487 Epoch 22 Batch 939/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9151, Loss: 0.0519 Epoch 22 Batch 940/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9261, Loss: 0.0365 Epoch 22 Batch 941/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9254, Loss: 0.0355 Epoch 22 Batch 942/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9258, Loss: 0.0510 Epoch 22 Batch 943/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0399 Epoch 22 Batch 944/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9304, Loss: 0.0381 Epoch 22 Batch 945/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9190, Loss: 0.0318 Epoch 22 Batch 946/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9169, Loss: 0.0337 Epoch 22 Batch 947/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.9183, Loss: 0.0547 Epoch 22 Batch 948/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9162, Loss: 0.0407 Epoch 22 Batch 949/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9158, Loss: 0.0347 Epoch 22 Batch 950/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9109, Loss: 0.0404 Epoch 22 Batch 951/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9109, Loss: 0.0500 Epoch 22 Batch 952/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9119, Loss: 0.0315 Epoch 22 Batch 953/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9059, Loss: 0.0383 Epoch 22 Batch 954/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9137, Loss: 0.0460 Epoch 22 Batch 955/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9091, Loss: 0.0474 Epoch 22 Batch 956/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9087, Loss: 0.0405 Epoch 22 Batch 957/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9091, Loss: 0.0328 Epoch 22 Batch 958/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9062, Loss: 0.0455 Epoch 22 Batch 959/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9034, Loss: 0.0483 Epoch 22 Batch 960/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9091, Loss: 0.0409 Epoch 22 Batch 961/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9176, Loss: 0.0332 Epoch 22 Batch 962/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9183, Loss: 0.0415 Epoch 22 Batch 963/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9229, Loss: 0.0500 Epoch 22 Batch 964/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9258, Loss: 0.0341 Epoch 22 Batch 965/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9254, Loss: 0.0529 Epoch 22 Batch 966/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9261, Loss: 0.0351 Epoch 22 Batch 967/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9247, Loss: 0.0493 Epoch 22 Batch 968/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9197, Loss: 0.0539 Epoch 22 Batch 969/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9297, Loss: 0.0580 Epoch 22 Batch 970/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9226, Loss: 0.0426 Epoch 22 Batch 971/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9176, Loss: 0.0506 Epoch 22 Batch 972/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9201, Loss: 0.0467 Epoch 22 Batch 973/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9137, Loss: 0.0303 Epoch 22 Batch 974/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9134, Loss: 0.0388 Epoch 22 Batch 975/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9130, Loss: 0.0393 Epoch 22 Batch 976/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9187, Loss: 0.0351 Epoch 22 Batch 977/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9141, Loss: 0.0296 Epoch 22 Batch 978/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9094, Loss: 0.0425 Epoch 22 Batch 979/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9084, Loss: 0.0413 Epoch 22 Batch 980/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9105, Loss: 0.0437 Epoch 22 Batch 981/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9254, Loss: 0.0455 Epoch 22 Batch 982/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9229, Loss: 0.0484 Epoch 22 Batch 983/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9180, Loss: 0.0407 Epoch 22 Batch 984/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9183, Loss: 0.0500 Epoch 22 Batch 985/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9034, Loss: 0.0393 Epoch 22 Batch 986/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9158, Loss: 0.0361 Epoch 22 Batch 987/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9190, Loss: 0.0398 Epoch 22 Batch 988/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9112, Loss: 0.0507 Epoch 22 Batch 989/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9116, Loss: 0.0461 Epoch 22 Batch 990/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9158, Loss: 0.0464 Epoch 22 Batch 991/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9062, Loss: 0.0475 Epoch 22 Batch 992/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9180, Loss: 0.0470 Epoch 22 Batch 993/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9180, Loss: 0.0300 Epoch 22 Batch 994/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9208, Loss: 0.0393 Epoch 22 Batch 995/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9237, Loss: 0.0421 Epoch 22 Batch 996/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9194, Loss: 0.0416 Epoch 22 Batch 997/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9134, Loss: 0.0447 Epoch 22 Batch 998/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9176, Loss: 0.0398 Epoch 22 Batch 999/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9098, Loss: 0.0525 Epoch 22 Batch 1000/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9098, Loss: 0.0426 Epoch 22 Batch 1001/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9098, Loss: 0.0342 Epoch 22 Batch 1002/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9190, Loss: 0.0358 Epoch 22 Batch 1003/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9084, Loss: 0.0401 Epoch 22 Batch 1004/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9080, Loss: 0.0414 Epoch 22 Batch 1005/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9031, Loss: 0.0417 Epoch 22 Batch 1006/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9041, Loss: 0.0357 Epoch 22 Batch 1007/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9151, Loss: 0.0366 Epoch 22 Batch 1008/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9251, Loss: 0.0454 Epoch 22 Batch 1009/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9158, Loss: 0.0298 Epoch 22 Batch 1010/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9130, Loss: 0.0392 Epoch 22 Batch 1011/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9130, Loss: 0.0390 Epoch 22 Batch 1012/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9123, Loss: 0.0294 Epoch 22 Batch 1013/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9144, Loss: 0.0308 Epoch 22 Batch 1014/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9222, Loss: 0.0383 Epoch 22 Batch 1015/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9197, Loss: 0.0508 Epoch 22 Batch 1016/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9215, Loss: 0.0422 Epoch 22 Batch 1017/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9165, Loss: 0.0387 Epoch 22 Batch 1018/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9162, Loss: 0.0490 Epoch 22 Batch 1019/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9183, Loss: 0.0504 Epoch 22 Batch 1020/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9180, Loss: 0.0378 Epoch 22 Batch 1021/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9187, Loss: 0.0441 Epoch 22 Batch 1022/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9237, Loss: 0.0347 Epoch 22 Batch 1023/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9119, Loss: 0.0418 Epoch 22 Batch 1024/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9059, Loss: 0.0478 Epoch 22 Batch 1025/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9062, Loss: 0.0401 Epoch 22 Batch 1026/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9141, Loss: 0.0474 Epoch 22 Batch 1027/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9205, Loss: 0.0415 Epoch 22 Batch 1028/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9233, Loss: 0.0431 Epoch 22 Batch 1029/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9233, Loss: 0.0325 Epoch 22 Batch 1030/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9265, Loss: 0.0430 Epoch 22 Batch 1031/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9219, Loss: 0.0449 Epoch 22 Batch 1032/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9215, Loss: 0.0504 Epoch 22 Batch 1033/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9173, Loss: 0.0538 Epoch 22 Batch 1034/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9219, Loss: 0.0406 Epoch 22 Batch 1035/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9212, Loss: 0.0316 Epoch 22 Batch 1036/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9194, Loss: 0.0614 Epoch 22 Batch 1037/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9197, Loss: 0.0426 Epoch 22 Batch 1038/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9158, Loss: 0.0489 Epoch 22 Batch 1039/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9226, Loss: 0.0397 Epoch 22 Batch 1040/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9229, Loss: 0.0436 Epoch 22 Batch 1041/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9254, Loss: 0.0458 Epoch 22 Batch 1042/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9258, Loss: 0.0407 Epoch 22 Batch 1043/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9208, Loss: 0.0568 Epoch 22 Batch 1044/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9268, Loss: 0.0515 Epoch 22 Batch 1045/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9293, Loss: 0.0443 Epoch 22 Batch 1046/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9354, Loss: 0.0340 Epoch 22 Batch 1047/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9297, Loss: 0.0351 Epoch 22 Batch 1048/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9290, Loss: 0.0477 Epoch 22 Batch 1049/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9187, Loss: 0.0447 Epoch 22 Batch 1050/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0332 Epoch 22 Batch 1051/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9229, Loss: 0.0467 Epoch 22 Batch 1052/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9279, Loss: 0.0406 Epoch 22 Batch 1053/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9279, Loss: 0.0484 Epoch 22 Batch 1054/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9244, Loss: 0.0382 Epoch 22 Batch 1055/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9272, Loss: 0.0453 Epoch 22 Batch 1056/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9276, Loss: 0.0409 Epoch 22 Batch 1057/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9208, Loss: 0.0459 Epoch 22 Batch 1058/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9279, Loss: 0.0505 Epoch 22 Batch 1059/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9205, Loss: 0.0544 Epoch 22 Batch 1060/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9247, Loss: 0.0395 Epoch 22 Batch 1061/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9201, Loss: 0.0584 Epoch 22 Batch 1062/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9169, Loss: 0.0540 Epoch 22 Batch 1063/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9148, Loss: 0.0483 Epoch 22 Batch 1064/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9144, Loss: 0.0442 Epoch 22 Batch 1065/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9187, Loss: 0.0508 Epoch 22 Batch 1066/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9308, Loss: 0.0415 Epoch 22 Batch 1067/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9279, Loss: 0.0482 Epoch 22 Batch 1068/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9258, Loss: 0.0350 Epoch 22 Batch 1069/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9311, Loss: 0.0446 Epoch 22 Batch 1070/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9336, Loss: 0.0432 Epoch 22 Batch 1071/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9393, Loss: 0.0409 Epoch 22 Batch 1072/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9343, Loss: 0.0439 Epoch 22 Batch 1073/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9347, Loss: 0.0510 Epoch 22 Batch 1074/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9350, Loss: 0.0570 Epoch 22 Batch 1075/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9318, Loss: 0.0527 Epoch 23 Batch 1/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9304, Loss: 0.0344 Epoch 23 Batch 2/1077 - Train Accuracy: 0.9169, Validation Accuracy: 0.9322, Loss: 0.0438 Epoch 23 Batch 3/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9258, Loss: 0.0486 Epoch 23 Batch 4/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9212, Loss: 0.0374 Epoch 23 Batch 5/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9183, Loss: 0.0574 Epoch 23 Batch 6/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9251, Loss: 0.0384 Epoch 23 Batch 7/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9254, Loss: 0.0413 Epoch 23 Batch 8/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9279, Loss: 0.0403 Epoch 23 Batch 9/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9247, Loss: 0.0432 Epoch 23 Batch 10/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.9311, Loss: 0.0448 Epoch 23 Batch 11/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9315, Loss: 0.0480 Epoch 23 Batch 12/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9315, Loss: 0.0389 Epoch 23 Batch 13/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9297, Loss: 0.0571 Epoch 23 Batch 14/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9279, Loss: 0.0353 Epoch 23 Batch 15/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9343, Loss: 0.0377 Epoch 23 Batch 16/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9389, Loss: 0.0384 Epoch 23 Batch 17/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9386, Loss: 0.0408 Epoch 23 Batch 18/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9379, Loss: 0.0421 Epoch 23 Batch 19/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9361, Loss: 0.0362 Epoch 23 Batch 20/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9329, Loss: 0.0369 Epoch 23 Batch 21/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9336, Loss: 0.0458 Epoch 23 Batch 22/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9254, Loss: 0.0442 Epoch 23 Batch 23/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9297, Loss: 0.0369 Epoch 23 Batch 24/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9254, Loss: 0.0428 Epoch 23 Batch 25/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9258, Loss: 0.0332 Epoch 23 Batch 26/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9197, Loss: 0.0509 Epoch 23 Batch 27/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9247, Loss: 0.0355 Epoch 23 Batch 28/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9265, Loss: 0.0425 Epoch 23 Batch 29/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9268, Loss: 0.0452 Epoch 23 Batch 30/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9311, Loss: 0.0385 Epoch 23 Batch 31/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9329, Loss: 0.0381 Epoch 23 Batch 32/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9283, Loss: 0.0360 Epoch 23 Batch 33/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9308, Loss: 0.0400 Epoch 23 Batch 34/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9315, Loss: 0.0443 Epoch 23 Batch 35/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9265, Loss: 0.0475 Epoch 23 Batch 36/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9268, Loss: 0.0397 Epoch 23 Batch 37/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9272, Loss: 0.0378 Epoch 23 Batch 38/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9297, Loss: 0.0504 Epoch 23 Batch 39/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9343, Loss: 0.0535 Epoch 23 Batch 40/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9343, Loss: 0.0351 Epoch 23 Batch 41/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9350, Loss: 0.0348 Epoch 23 Batch 42/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9293, Loss: 0.0527 Epoch 23 Batch 43/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9276, Loss: 0.0300 Epoch 23 Batch 44/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9276, Loss: 0.0341 Epoch 23 Batch 45/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9212, Loss: 0.0398 Epoch 23 Batch 46/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.9261, Loss: 0.0494 Epoch 23 Batch 47/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9290, Loss: 0.0495 Epoch 23 Batch 48/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9212, Loss: 0.0550 Epoch 23 Batch 49/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9229, Loss: 0.0553 Epoch 23 Batch 50/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9258, Loss: 0.0383 Epoch 23 Batch 51/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9261, Loss: 0.0399 Epoch 23 Batch 52/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9237, Loss: 0.0566 Epoch 23 Batch 53/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9265, Loss: 0.0438 Epoch 23 Batch 54/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9183, Loss: 0.0729 Epoch 23 Batch 55/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9265, Loss: 0.0389 Epoch 23 Batch 56/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9311, Loss: 0.0348 Epoch 23 Batch 57/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9293, Loss: 0.0433 Epoch 23 Batch 58/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9293, Loss: 0.0419 Epoch 23 Batch 59/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9315, Loss: 0.0418 Epoch 23 Batch 60/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9293, Loss: 0.0282 Epoch 23 Batch 61/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9336, Loss: 0.0487 Epoch 23 Batch 62/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9339, Loss: 0.0472 Epoch 23 Batch 63/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9300, Loss: 0.0342 Epoch 23 Batch 64/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9261, Loss: 0.0401 Epoch 23 Batch 65/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9205, Loss: 0.0437 Epoch 23 Batch 66/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9276, Loss: 0.0290 Epoch 23 Batch 67/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9343, Loss: 0.0363 Epoch 23 Batch 68/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9315, Loss: 0.0493 Epoch 23 Batch 69/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9237, Loss: 0.0530 Epoch 23 Batch 70/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9215, Loss: 0.0524 Epoch 23 Batch 71/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9183, Loss: 0.0298 Epoch 23 Batch 72/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9215, Loss: 0.0406 Epoch 23 Batch 73/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9197, Loss: 0.0449 Epoch 23 Batch 74/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9322, Loss: 0.0380 Epoch 23 Batch 75/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9336, Loss: 0.0597 Epoch 23 Batch 76/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9297, Loss: 0.0334 Epoch 23 Batch 77/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9308, Loss: 0.0377 Epoch 23 Batch 78/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9286, Loss: 0.0424 Epoch 23 Batch 79/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9304, Loss: 0.0391 Epoch 23 Batch 80/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0410 Epoch 23 Batch 81/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9336, Loss: 0.0356 Epoch 23 Batch 82/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9315, Loss: 0.0438 Epoch 23 Batch 83/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9254, Loss: 0.0353 Epoch 23 Batch 84/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9311, Loss: 0.0398 Epoch 23 Batch 85/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9343, Loss: 0.0397 Epoch 23 Batch 86/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9261, Loss: 0.0392 Epoch 23 Batch 87/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9272, Loss: 0.0516 Epoch 23 Batch 88/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9329, Loss: 0.0486 Epoch 23 Batch 89/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9229, Loss: 0.0482 Epoch 23 Batch 90/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9226, Loss: 0.0382 Epoch 23 Batch 91/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9205, Loss: 0.0414 Epoch 23 Batch 92/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9162, Loss: 0.0479 Epoch 23 Batch 93/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9162, Loss: 0.0393 Epoch 23 Batch 94/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9237, Loss: 0.0346 Epoch 23 Batch 95/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9233, Loss: 0.0492 Epoch 23 Batch 96/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9233, Loss: 0.0468 Epoch 23 Batch 97/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9148, Loss: 0.0471 Epoch 23 Batch 98/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9126, Loss: 0.0465 Epoch 23 Batch 99/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9052, Loss: 0.0373 Epoch 23 Batch 100/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9180, Loss: 0.0412 Epoch 23 Batch 101/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9109, Loss: 0.0358 Epoch 23 Batch 102/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9208, Loss: 0.0338 Epoch 23 Batch 103/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9212, Loss: 0.0530 Epoch 23 Batch 104/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9219, Loss: 0.0451 Epoch 23 Batch 105/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9215, Loss: 0.0378 Epoch 23 Batch 106/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9048, Loss: 0.0448 Epoch 23 Batch 107/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9094, Loss: 0.0454 Epoch 23 Batch 108/1077 - Train Accuracy: 0.9247, Validation Accuracy: 0.9112, Loss: 0.0482 Epoch 23 Batch 109/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9073, Loss: 0.0370 Epoch 23 Batch 110/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9066, Loss: 0.0326 Epoch 23 Batch 111/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9141, Loss: 0.0401 Epoch 23 Batch 112/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9116, Loss: 0.0374 Epoch 23 Batch 113/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9137, Loss: 0.0535 Epoch 23 Batch 114/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9162, Loss: 0.0355 Epoch 23 Batch 115/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9137, Loss: 0.0513 Epoch 23 Batch 116/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9169, Loss: 0.0599 Epoch 23 Batch 117/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9165, Loss: 0.0424 Epoch 23 Batch 118/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9244, Loss: 0.0474 Epoch 23 Batch 119/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9240, Loss: 0.0373 Epoch 23 Batch 120/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9272, Loss: 0.0534 Epoch 23 Batch 121/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9276, Loss: 0.0424 Epoch 23 Batch 122/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9293, Loss: 0.0427 Epoch 23 Batch 123/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9251, Loss: 0.0324 Epoch 23 Batch 124/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9268, Loss: 0.0465 Epoch 23 Batch 125/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9265, Loss: 0.0507 Epoch 23 Batch 126/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9357, Loss: 0.0387 Epoch 23 Batch 127/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9336, Loss: 0.0445 Epoch 23 Batch 128/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9268, Loss: 0.0412 Epoch 23 Batch 129/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9215, Loss: 0.0518 Epoch 23 Batch 130/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9219, Loss: 0.0415 Epoch 23 Batch 131/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9279, Loss: 0.0452 Epoch 23 Batch 132/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9226, Loss: 0.0421 Epoch 23 Batch 133/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9222, Loss: 0.0349 Epoch 23 Batch 134/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9244, Loss: 0.0370 Epoch 23 Batch 135/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9293, Loss: 0.0428 Epoch 23 Batch 136/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9268, Loss: 0.0354 Epoch 23 Batch 137/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9173, Loss: 0.0370 Epoch 23 Batch 138/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9180, Loss: 0.0400 Epoch 23 Batch 139/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9215, Loss: 0.0444 Epoch 23 Batch 140/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9197, Loss: 0.0379 Epoch 23 Batch 141/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9197, Loss: 0.0431 Epoch 23 Batch 142/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9197, Loss: 0.0424 Epoch 23 Batch 143/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9098, Loss: 0.0481 Epoch 23 Batch 144/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9102, Loss: 0.0580 Epoch 23 Batch 145/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9201, Loss: 0.0424 Epoch 23 Batch 146/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9201, Loss: 0.0726 Epoch 23 Batch 147/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9141, Loss: 0.0402 Epoch 23 Batch 148/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9073, Loss: 0.0495 Epoch 23 Batch 149/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9197, Loss: 0.0418 Epoch 23 Batch 150/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9240, Loss: 0.0444 Epoch 23 Batch 151/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9205, Loss: 0.0344 Epoch 23 Batch 152/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9176, Loss: 0.0540 Epoch 23 Batch 153/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9176, Loss: 0.0536 Epoch 23 Batch 154/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9148, Loss: 0.0428 Epoch 23 Batch 155/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9148, Loss: 0.0377 Epoch 23 Batch 156/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9141, Loss: 0.0328 Epoch 23 Batch 157/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9190, Loss: 0.0351 Epoch 23 Batch 158/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9194, Loss: 0.0502 Epoch 23 Batch 159/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9183, Loss: 0.0364 Epoch 23 Batch 160/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9137, Loss: 0.0351 Epoch 23 Batch 161/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9240, Loss: 0.0330 Epoch 23 Batch 162/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9237, Loss: 0.0488 Epoch 23 Batch 163/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9247, Loss: 0.0518 Epoch 23 Batch 164/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9244, Loss: 0.0384 Epoch 23 Batch 165/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9176, Loss: 0.0582 Epoch 23 Batch 166/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9226, Loss: 0.0449 Epoch 23 Batch 167/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9226, Loss: 0.0386 Epoch 23 Batch 168/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9226, Loss: 0.0530 Epoch 23 Batch 169/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9208, Loss: 0.0468 Epoch 23 Batch 170/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9247, Loss: 0.0447 Epoch 23 Batch 171/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9098, Loss: 0.0386 Epoch 23 Batch 172/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9098, Loss: 0.0354 Epoch 23 Batch 173/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9006, Loss: 0.0443 Epoch 23 Batch 174/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9016, Loss: 0.0399 Epoch 23 Batch 175/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9070, Loss: 0.0498 Epoch 23 Batch 176/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9038, Loss: 0.0412 Epoch 23 Batch 177/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9070, Loss: 0.0507 Epoch 23 Batch 178/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9148, Loss: 0.0417 Epoch 23 Batch 179/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9247, Loss: 0.0409 Epoch 23 Batch 180/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9293, Loss: 0.0353 Epoch 23 Batch 181/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9244, Loss: 0.0521 Epoch 23 Batch 182/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9347, Loss: 0.0489 Epoch 23 Batch 183/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9347, Loss: 0.0445 Epoch 23 Batch 184/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9258, Loss: 0.0397 Epoch 23 Batch 185/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9332, Loss: 0.0428 Epoch 23 Batch 186/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9237, Loss: 0.0409 Epoch 23 Batch 187/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9197, Loss: 0.0354 Epoch 23 Batch 188/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9126, Loss: 0.0459 Epoch 23 Batch 189/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9020, Loss: 0.0363 Epoch 23 Batch 190/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9020, Loss: 0.0370 Epoch 23 Batch 191/1077 - Train Accuracy: 0.9325, Validation Accuracy: 0.9023, Loss: 0.0353 Epoch 23 Batch 192/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9016, Loss: 0.0490 Epoch 23 Batch 193/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9141, Loss: 0.0394 Epoch 23 Batch 194/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9141, Loss: 0.0329 Epoch 23 Batch 195/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9190, Loss: 0.0361 Epoch 23 Batch 196/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9219, Loss: 0.0350 Epoch 23 Batch 197/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9215, Loss: 0.0442 Epoch 23 Batch 198/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9141, Loss: 0.0415 Epoch 23 Batch 199/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9141, Loss: 0.0354 Epoch 23 Batch 200/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9237, Loss: 0.0411 Epoch 23 Batch 201/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9229, Loss: 0.0350 Epoch 23 Batch 202/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9226, Loss: 0.0387 Epoch 23 Batch 203/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9158, Loss: 0.0462 Epoch 23 Batch 204/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9205, Loss: 0.0592 Epoch 23 Batch 205/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9229, Loss: 0.0517 Epoch 23 Batch 206/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9283, Loss: 0.0336 Epoch 23 Batch 207/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9254, Loss: 0.0390 Epoch 23 Batch 208/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9215, Loss: 0.0424 Epoch 23 Batch 209/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9290, Loss: 0.0343 Epoch 23 Batch 210/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9247, Loss: 0.0422 Epoch 23 Batch 211/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9251, Loss: 0.0401 Epoch 23 Batch 212/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9194, Loss: 0.0346 Epoch 23 Batch 213/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9194, Loss: 0.0341 Epoch 23 Batch 214/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9194, Loss: 0.0366 Epoch 23 Batch 215/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9194, Loss: 0.0483 Epoch 23 Batch 216/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9183, Loss: 0.0413 Epoch 23 Batch 217/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9176, Loss: 0.0342 Epoch 23 Batch 218/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9176, Loss: 0.0424 Epoch 23 Batch 219/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9173, Loss: 0.0321 Epoch 23 Batch 220/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9265, Loss: 0.0431 Epoch 23 Batch 221/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9318, Loss: 0.0444 Epoch 23 Batch 222/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9247, Loss: 0.0360 Epoch 23 Batch 223/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9276, Loss: 0.0432 Epoch 23 Batch 224/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9272, Loss: 0.0426 Epoch 23 Batch 225/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9268, Loss: 0.0512 Epoch 23 Batch 226/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9286, Loss: 0.0363 Epoch 23 Batch 227/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9233, Loss: 0.0486 Epoch 23 Batch 228/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9229, Loss: 0.0347 Epoch 23 Batch 229/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9233, Loss: 0.0400 Epoch 23 Batch 230/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9279, Loss: 0.0396 Epoch 23 Batch 231/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9233, Loss: 0.0468 Epoch 23 Batch 232/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9244, Loss: 0.0342 Epoch 23 Batch 233/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9265, Loss: 0.0513 Epoch 23 Batch 234/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9272, Loss: 0.0435 Epoch 23 Batch 235/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9219, Loss: 0.0440 Epoch 23 Batch 236/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9205, Loss: 0.0421 Epoch 23 Batch 237/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9205, Loss: 0.0326 Epoch 23 Batch 238/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9205, Loss: 0.0420 Epoch 23 Batch 239/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9226, Loss: 0.0294 Epoch 23 Batch 240/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9197, Loss: 0.0322 Epoch 23 Batch 241/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9201, Loss: 0.0299 Epoch 23 Batch 242/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9254, Loss: 0.0377 Epoch 23 Batch 243/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9229, Loss: 0.0468 Epoch 23 Batch 244/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9229, Loss: 0.0374 Epoch 23 Batch 245/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9229, Loss: 0.0395 Epoch 23 Batch 246/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9254, Loss: 0.0419 Epoch 23 Batch 247/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9205, Loss: 0.0396 Epoch 23 Batch 248/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9244, Loss: 0.0421 Epoch 23 Batch 249/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9283, Loss: 0.0370 Epoch 23 Batch 250/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.9286, Loss: 0.0422 Epoch 23 Batch 251/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9237, Loss: 0.0451 Epoch 23 Batch 252/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9254, Loss: 0.0449 Epoch 23 Batch 253/1077 - Train Accuracy: 0.9212, Validation Accuracy: 0.9279, Loss: 0.0383 Epoch 23 Batch 254/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9244, Loss: 0.0491 Epoch 23 Batch 255/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9244, Loss: 0.0379 Epoch 23 Batch 256/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9286, Loss: 0.0647 Epoch 23 Batch 257/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9336, Loss: 0.0468 Epoch 23 Batch 258/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9265, Loss: 0.0404 Epoch 23 Batch 259/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9265, Loss: 0.0345 Epoch 23 Batch 260/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9208, Loss: 0.0384 Epoch 23 Batch 261/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9261, Loss: 0.0395 Epoch 23 Batch 262/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9279, Loss: 0.0358 Epoch 23 Batch 263/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9244, Loss: 0.0353 Epoch 23 Batch 264/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9247, Loss: 0.0431 Epoch 23 Batch 265/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9261, Loss: 0.0417 Epoch 23 Batch 266/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9279, Loss: 0.0415 Epoch 23 Batch 267/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9279, Loss: 0.0338 Epoch 23 Batch 268/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9276, Loss: 0.0495 Epoch 23 Batch 269/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9251, Loss: 0.0535 Epoch 23 Batch 270/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9244, Loss: 0.0506 Epoch 23 Batch 271/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9240, Loss: 0.0386 Epoch 23 Batch 272/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9176, Loss: 0.0683 Epoch 23 Batch 273/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9148, Loss: 0.0383 Epoch 23 Batch 274/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9176, Loss: 0.0410 Epoch 23 Batch 275/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9254, Loss: 0.0426 Epoch 23 Batch 276/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9251, Loss: 0.0597 Epoch 23 Batch 277/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9155, Loss: 0.0326 Epoch 23 Batch 278/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9109, Loss: 0.0517 Epoch 23 Batch 279/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9233, Loss: 0.0463 Epoch 23 Batch 280/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9187, Loss: 0.0470 Epoch 23 Batch 281/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9226, Loss: 0.0490 Epoch 23 Batch 282/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9222, Loss: 0.0550 Epoch 23 Batch 283/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9222, Loss: 0.0395 Epoch 23 Batch 284/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9240, Loss: 0.0443 Epoch 23 Batch 285/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9094, Loss: 0.0431 Epoch 23 Batch 286/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9123, Loss: 0.0384 Epoch 23 Batch 287/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9123, Loss: 0.0408 Epoch 23 Batch 288/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9176, Loss: 0.0488 Epoch 23 Batch 289/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9180, Loss: 0.0373 Epoch 23 Batch 290/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9158, Loss: 0.0592 Epoch 23 Batch 291/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9041, Loss: 0.0572 Epoch 23 Batch 292/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9048, Loss: 0.0387 Epoch 23 Batch 293/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9087, Loss: 0.0431 Epoch 23 Batch 294/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.9038, Loss: 0.0401 Epoch 23 Batch 295/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9080, Loss: 0.0541 Epoch 23 Batch 296/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9055, Loss: 0.0420 Epoch 23 Batch 297/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9102, Loss: 0.0438 Epoch 23 Batch 298/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9094, Loss: 0.0461 Epoch 23 Batch 299/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9165, Loss: 0.0507 Epoch 23 Batch 300/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9158, Loss: 0.0390 Epoch 23 Batch 301/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9233, Loss: 0.0382 Epoch 23 Batch 302/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9180, Loss: 0.0436 Epoch 23 Batch 303/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9258, Loss: 0.0492 Epoch 23 Batch 304/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9176, Loss: 0.0447 Epoch 23 Batch 305/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9272, Loss: 0.0420 Epoch 23 Batch 306/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9233, Loss: 0.0539 Epoch 23 Batch 307/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9226, Loss: 0.0456 Epoch 23 Batch 308/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9212, Loss: 0.0484 Epoch 23 Batch 309/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9116, Loss: 0.0351 Epoch 23 Batch 310/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9116, Loss: 0.0379 Epoch 23 Batch 311/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9180, Loss: 0.0376 Epoch 23 Batch 312/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9197, Loss: 0.0493 Epoch 23 Batch 313/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9254, Loss: 0.0298 Epoch 23 Batch 314/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9268, Loss: 0.0447 Epoch 23 Batch 315/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9205, Loss: 0.0381 Epoch 23 Batch 316/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9258, Loss: 0.0427 Epoch 23 Batch 317/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9297, Loss: 0.0463 Epoch 23 Batch 318/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9268, Loss: 0.0345 Epoch 23 Batch 319/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9265, Loss: 0.0527 Epoch 23 Batch 320/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9283, Loss: 0.0564 Epoch 23 Batch 321/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9283, Loss: 0.0385 Epoch 23 Batch 322/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9183, Loss: 0.0380 Epoch 23 Batch 323/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9105, Loss: 0.0386 Epoch 23 Batch 324/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9023, Loss: 0.0396 Epoch 23 Batch 325/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9023, Loss: 0.0449 Epoch 23 Batch 326/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9027, Loss: 0.0394 Epoch 23 Batch 327/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9020, Loss: 0.0517 Epoch 23 Batch 328/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9031, Loss: 0.0548 Epoch 23 Batch 329/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9105, Loss: 0.0418 Epoch 23 Batch 330/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9112, Loss: 0.0412 Epoch 23 Batch 331/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8995, Loss: 0.0421 Epoch 23 Batch 332/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9173, Loss: 0.0316 Epoch 23 Batch 333/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9180, Loss: 0.0343 Epoch 23 Batch 334/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9180, Loss: 0.0411 Epoch 23 Batch 335/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9130, Loss: 0.0395 Epoch 23 Batch 336/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9070, Loss: 0.0739 Epoch 23 Batch 337/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9098, Loss: 0.0471 Epoch 23 Batch 338/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9027, Loss: 0.0595 Epoch 23 Batch 339/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9070, Loss: 0.0345 Epoch 23 Batch 340/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9116, Loss: 0.0409 Epoch 23 Batch 341/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9144, Loss: 0.0551 Epoch 23 Batch 342/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9144, Loss: 0.0359 Epoch 23 Batch 343/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9141, Loss: 0.0501 Epoch 23 Batch 344/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9187, Loss: 0.0466 Epoch 23 Batch 345/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9141, Loss: 0.0379 Epoch 23 Batch 346/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9141, Loss: 0.0415 Epoch 23 Batch 347/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9098, Loss: 0.0332 Epoch 23 Batch 348/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9233, Loss: 0.0434 Epoch 23 Batch 349/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9215, Loss: 0.0367 Epoch 23 Batch 350/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9165, Loss: 0.0392 Epoch 23 Batch 351/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.8999, Loss: 0.0419 Epoch 23 Batch 352/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.8984, Loss: 0.0343 Epoch 23 Batch 353/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9123, Loss: 0.0484 Epoch 23 Batch 354/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9126, Loss: 0.0525 Epoch 23 Batch 355/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8984, Loss: 0.0469 Epoch 23 Batch 356/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9027, Loss: 0.0464 Epoch 23 Batch 357/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9087, Loss: 0.0419 Epoch 23 Batch 358/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9151, Loss: 0.0497 Epoch 23 Batch 359/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9201, Loss: 0.0402 Epoch 23 Batch 360/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9297, Loss: 0.0348 Epoch 23 Batch 361/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9247, Loss: 0.0347 Epoch 23 Batch 362/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9219, Loss: 0.0517 Epoch 23 Batch 363/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9229, Loss: 0.0444 Epoch 23 Batch 364/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9318, Loss: 0.0607 Epoch 23 Batch 365/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9240, Loss: 0.0353 Epoch 23 Batch 366/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9197, Loss: 0.0389 Epoch 23 Batch 367/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9336, Loss: 0.0347 Epoch 23 Batch 368/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9283, Loss: 0.0453 Epoch 23 Batch 369/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9237, Loss: 0.0440 Epoch 23 Batch 370/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9265, Loss: 0.0410 Epoch 23 Batch 371/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9308, Loss: 0.0335 Epoch 23 Batch 372/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9350, Loss: 0.0397 Epoch 23 Batch 373/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9268, Loss: 0.0306 Epoch 23 Batch 374/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9190, Loss: 0.0389 Epoch 23 Batch 375/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9187, Loss: 0.0331 Epoch 23 Batch 376/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9134, Loss: 0.0459 Epoch 23 Batch 377/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9137, Loss: 0.0394 Epoch 23 Batch 378/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9141, Loss: 0.0321 Epoch 23 Batch 379/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9151, Loss: 0.0532 Epoch 23 Batch 380/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9148, Loss: 0.0358 Epoch 23 Batch 381/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9148, Loss: 0.0557 Epoch 23 Batch 382/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9077, Loss: 0.0577 Epoch 23 Batch 383/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9173, Loss: 0.0430 Epoch 23 Batch 384/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9091, Loss: 0.0354 Epoch 23 Batch 385/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9141, Loss: 0.0323 Epoch 23 Batch 386/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9123, Loss: 0.0411 Epoch 23 Batch 387/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9080, Loss: 0.0421 Epoch 23 Batch 388/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9137, Loss: 0.0574 Epoch 23 Batch 389/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9244, Loss: 0.0449 Epoch 23 Batch 390/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9244, Loss: 0.0539 Epoch 23 Batch 391/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9290, Loss: 0.0462 Epoch 23 Batch 392/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9286, Loss: 0.0505 Epoch 23 Batch 393/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9290, Loss: 0.0359 Epoch 23 Batch 394/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9293, Loss: 0.0409 Epoch 23 Batch 395/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9148, Loss: 0.0379 Epoch 23 Batch 396/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9134, Loss: 0.0445 Epoch 23 Batch 397/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9158, Loss: 0.0416 Epoch 23 Batch 398/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9180, Loss: 0.0452 Epoch 23 Batch 399/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9137, Loss: 0.0436 Epoch 23 Batch 400/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9187, Loss: 0.0477 Epoch 23 Batch 401/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9240, Loss: 0.0386 Epoch 23 Batch 402/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9194, Loss: 0.0329 Epoch 23 Batch 403/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9148, Loss: 0.0545 Epoch 23 Batch 404/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9016, Loss: 0.0434 Epoch 23 Batch 405/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8999, Loss: 0.0495 Epoch 23 Batch 406/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.8988, Loss: 0.0426 Epoch 23 Batch 407/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8991, Loss: 0.0483 Epoch 23 Batch 408/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9066, Loss: 0.0476 Epoch 23 Batch 409/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9055, Loss: 0.0444 Epoch 23 Batch 410/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9052, Loss: 0.0547 Epoch 23 Batch 411/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9123, Loss: 0.0488 Epoch 23 Batch 412/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9119, Loss: 0.0404 Epoch 23 Batch 413/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9070, Loss: 0.0388 Epoch 23 Batch 414/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9123, Loss: 0.0417 Epoch 23 Batch 415/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9080, Loss: 0.0525 Epoch 23 Batch 416/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9158, Loss: 0.0457 Epoch 23 Batch 417/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9187, Loss: 0.0606 Epoch 23 Batch 418/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9233, Loss: 0.0397 Epoch 23 Batch 419/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9205, Loss: 0.0362 Epoch 23 Batch 420/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9258, Loss: 0.0393 Epoch 23 Batch 421/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9261, Loss: 0.0600 Epoch 23 Batch 422/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9155, Loss: 0.0347 Epoch 23 Batch 423/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9020, Loss: 0.0454 Epoch 23 Batch 424/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9055, Loss: 0.0441 Epoch 23 Batch 425/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9048, Loss: 0.0392 Epoch 23 Batch 426/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9059, Loss: 0.0509 Epoch 23 Batch 427/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9112, Loss: 0.0372 Epoch 23 Batch 428/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9105, Loss: 0.0375 Epoch 23 Batch 429/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9187, Loss: 0.0360 Epoch 23 Batch 430/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9087, Loss: 0.0427 Epoch 23 Batch 431/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9109, Loss: 0.0353 Epoch 23 Batch 432/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9109, Loss: 0.0430 Epoch 23 Batch 433/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9087, Loss: 0.0455 Epoch 23 Batch 434/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8952, Loss: 0.0437 Epoch 23 Batch 435/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9002, Loss: 0.0479 Epoch 23 Batch 436/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9041, Loss: 0.0446 Epoch 23 Batch 437/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9009, Loss: 0.0356 Epoch 23 Batch 438/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9102, Loss: 0.0423 Epoch 23 Batch 439/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9141, Loss: 0.0468 Epoch 23 Batch 440/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9137, Loss: 0.0525 Epoch 23 Batch 441/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9190, Loss: 0.0432 Epoch 23 Batch 442/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9134, Loss: 0.0475 Epoch 23 Batch 443/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9176, Loss: 0.0382 Epoch 23 Batch 444/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9116, Loss: 0.0443 Epoch 23 Batch 445/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9059, Loss: 0.0495 Epoch 23 Batch 446/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8928, Loss: 0.0324 Epoch 23 Batch 447/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8935, Loss: 0.0451 Epoch 23 Batch 448/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8885, Loss: 0.0477 Epoch 23 Batch 449/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8888, Loss: 0.0503 Epoch 23 Batch 450/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8967, Loss: 0.0477 Epoch 23 Batch 451/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.8960, Loss: 0.0413 Epoch 23 Batch 452/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9112, Loss: 0.0373 Epoch 23 Batch 453/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9066, Loss: 0.0401 Epoch 23 Batch 454/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9137, Loss: 0.0552 Epoch 23 Batch 455/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9112, Loss: 0.0424 Epoch 23 Batch 456/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9130, Loss: 0.0455 Epoch 23 Batch 457/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9073, Loss: 0.0332 Epoch 23 Batch 458/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9169, Loss: 0.0494 Epoch 23 Batch 459/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9144, Loss: 0.0444 Epoch 23 Batch 460/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9169, Loss: 0.0464 Epoch 23 Batch 461/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9169, Loss: 0.0435 Epoch 23 Batch 462/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9176, Loss: 0.0428 Epoch 23 Batch 463/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9176, Loss: 0.0419 Epoch 23 Batch 464/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9222, Loss: 0.0421 Epoch 23 Batch 465/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9162, Loss: 0.0562 Epoch 23 Batch 466/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9087, Loss: 0.0393 Epoch 23 Batch 467/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9087, Loss: 0.0486 Epoch 23 Batch 468/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9080, Loss: 0.0412 Epoch 23 Batch 469/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9130, Loss: 0.0365 Epoch 23 Batch 470/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9123, Loss: 0.0423 Epoch 23 Batch 471/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9123, Loss: 0.0332 Epoch 23 Batch 472/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9119, Loss: 0.0379 Epoch 23 Batch 473/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9155, Loss: 0.0413 Epoch 23 Batch 474/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9119, Loss: 0.0414 Epoch 23 Batch 475/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9197, Loss: 0.0435 Epoch 23 Batch 476/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9201, Loss: 0.0365 Epoch 23 Batch 477/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9201, Loss: 0.0460 Epoch 23 Batch 478/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9201, Loss: 0.0446 Epoch 23 Batch 479/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9141, Loss: 0.0528 Epoch 23 Batch 480/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9041, Loss: 0.0425 Epoch 23 Batch 481/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9013, Loss: 0.0435 Epoch 23 Batch 482/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9070, Loss: 0.0532 Epoch 23 Batch 483/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9212, Loss: 0.0502 Epoch 23 Batch 484/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9162, Loss: 0.0541 Epoch 23 Batch 485/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9141, Loss: 0.0417 Epoch 23 Batch 486/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9141, Loss: 0.0358 Epoch 23 Batch 487/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9190, Loss: 0.0346 Epoch 23 Batch 488/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9155, Loss: 0.0330 Epoch 23 Batch 489/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9105, Loss: 0.0359 Epoch 23 Batch 490/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9105, Loss: 0.0431 Epoch 23 Batch 491/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9155, Loss: 0.0497 Epoch 23 Batch 492/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9208, Loss: 0.0474 Epoch 23 Batch 493/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9176, Loss: 0.0324 Epoch 23 Batch 494/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0303 Epoch 23 Batch 495/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9187, Loss: 0.0383 Epoch 23 Batch 496/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9190, Loss: 0.0416 Epoch 23 Batch 497/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9190, Loss: 0.0401 Epoch 23 Batch 498/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9304, Loss: 0.0408 Epoch 23 Batch 499/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9240, Loss: 0.0361 Epoch 23 Batch 500/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9201, Loss: 0.0349 Epoch 23 Batch 501/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9148, Loss: 0.0446 Epoch 23 Batch 502/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9116, Loss: 0.0443 Epoch 23 Batch 503/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9091, Loss: 0.0345 Epoch 23 Batch 504/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9155, Loss: 0.0430 Epoch 23 Batch 505/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9080, Loss: 0.0333 Epoch 23 Batch 506/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9102, Loss: 0.0446 Epoch 23 Batch 507/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9084, Loss: 0.0430 Epoch 23 Batch 508/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9034, Loss: 0.0371 Epoch 23 Batch 509/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9126, Loss: 0.0459 Epoch 23 Batch 510/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9194, Loss: 0.0393 Epoch 23 Batch 511/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9176, Loss: 0.0467 Epoch 23 Batch 512/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9176, Loss: 0.0329 Epoch 23 Batch 513/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9130, Loss: 0.0469 Epoch 23 Batch 514/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9180, Loss: 0.0427 Epoch 23 Batch 515/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9102, Loss: 0.0442 Epoch 23 Batch 516/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9091, Loss: 0.0469 Epoch 23 Batch 517/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9045, Loss: 0.0418 Epoch 23 Batch 518/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9048, Loss: 0.0353 Epoch 23 Batch 519/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9151, Loss: 0.0442 Epoch 23 Batch 520/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9197, Loss: 0.0351 Epoch 23 Batch 521/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9201, Loss: 0.0415 Epoch 23 Batch 522/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9201, Loss: 0.0530 Epoch 23 Batch 523/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9222, Loss: 0.0443 Epoch 23 Batch 524/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9276, Loss: 0.0453 Epoch 23 Batch 525/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9183, Loss: 0.0365 Epoch 23 Batch 526/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9183, Loss: 0.0346 Epoch 23 Batch 527/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9169, Loss: 0.0368 Epoch 23 Batch 528/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9201, Loss: 0.0376 Epoch 23 Batch 529/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9205, Loss: 0.0366 Epoch 23 Batch 530/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9148, Loss: 0.0440 Epoch 23 Batch 531/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9070, Loss: 0.0424 Epoch 23 Batch 532/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9070, Loss: 0.0486 Epoch 23 Batch 533/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9137, Loss: 0.0444 Epoch 23 Batch 534/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9148, Loss: 0.0450 Epoch 23 Batch 535/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9031, Loss: 0.0449 Epoch 23 Batch 536/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9013, Loss: 0.0503 Epoch 23 Batch 537/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9045, Loss: 0.0347 Epoch 23 Batch 538/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.8991, Loss: 0.0308 Epoch 23 Batch 539/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9084, Loss: 0.0520 Epoch 23 Batch 540/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9201, Loss: 0.0374 Epoch 23 Batch 541/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9180, Loss: 0.0391 Epoch 23 Batch 542/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9180, Loss: 0.0381 Epoch 23 Batch 543/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9176, Loss: 0.0405 Epoch 23 Batch 544/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9176, Loss: 0.0269 Epoch 23 Batch 545/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9229, Loss: 0.0400 Epoch 23 Batch 546/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9251, Loss: 0.0490 Epoch 23 Batch 547/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9222, Loss: 0.0346 Epoch 23 Batch 548/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9165, Loss: 0.0529 Epoch 23 Batch 549/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9077, Loss: 0.0531 Epoch 23 Batch 550/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9077, Loss: 0.0399 Epoch 23 Batch 551/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9176, Loss: 0.0465 Epoch 23 Batch 552/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9180, Loss: 0.0492 Epoch 23 Batch 553/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9194, Loss: 0.0503 Epoch 23 Batch 554/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9233, Loss: 0.0399 Epoch 23 Batch 555/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9165, Loss: 0.0402 Epoch 23 Batch 556/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9165, Loss: 0.0346 Epoch 23 Batch 557/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9176, Loss: 0.0396 Epoch 23 Batch 558/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9173, Loss: 0.0360 Epoch 23 Batch 559/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9176, Loss: 0.0402 Epoch 23 Batch 560/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9183, Loss: 0.0416 Epoch 23 Batch 561/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9261, Loss: 0.0396 Epoch 23 Batch 562/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9180, Loss: 0.0343 Epoch 23 Batch 563/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9226, Loss: 0.0465 Epoch 23 Batch 564/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9094, Loss: 0.0478 Epoch 23 Batch 565/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9102, Loss: 0.0491 Epoch 23 Batch 566/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9151, Loss: 0.0481 Epoch 23 Batch 567/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9240, Loss: 0.0412 Epoch 23 Batch 568/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9119, Loss: 0.0373 Epoch 23 Batch 569/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9087, Loss: 0.0500 Epoch 23 Batch 570/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9165, Loss: 0.0497 Epoch 23 Batch 571/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9105, Loss: 0.0391 Epoch 23 Batch 572/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9105, Loss: 0.0443 Epoch 23 Batch 573/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9080, Loss: 0.0647 Epoch 23 Batch 574/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9055, Loss: 0.0453 Epoch 23 Batch 575/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9105, Loss: 0.0340 Epoch 23 Batch 576/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9077, Loss: 0.0430 Epoch 23 Batch 577/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9077, Loss: 0.0398 Epoch 23 Batch 578/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9098, Loss: 0.0411 Epoch 23 Batch 579/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9240, Loss: 0.0427 Epoch 23 Batch 580/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9293, Loss: 0.0321 Epoch 23 Batch 581/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9226, Loss: 0.0332 Epoch 23 Batch 582/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9123, Loss: 0.0365 Epoch 23 Batch 583/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.9215, Loss: 0.0517 Epoch 23 Batch 584/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9187, Loss: 0.0449 Epoch 23 Batch 585/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9233, Loss: 0.0316 Epoch 23 Batch 586/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9233, Loss: 0.0360 Epoch 23 Batch 587/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9304, Loss: 0.0432 Epoch 23 Batch 588/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9339, Loss: 0.0351 Epoch 23 Batch 589/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9361, Loss: 0.0378 Epoch 23 Batch 590/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9286, Loss: 0.0501 Epoch 23 Batch 591/1077 - Train Accuracy: 0.9229, Validation Accuracy: 0.9244, Loss: 0.0403 Epoch 23 Batch 592/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9244, Loss: 0.0453 Epoch 23 Batch 593/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9300, Loss: 0.0586 Epoch 23 Batch 594/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9343, Loss: 0.0457 Epoch 23 Batch 595/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9347, Loss: 0.0390 Epoch 23 Batch 596/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9290, Loss: 0.0420 Epoch 23 Batch 597/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9173, Loss: 0.0384 Epoch 23 Batch 598/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9155, Loss: 0.0462 Epoch 23 Batch 599/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9155, Loss: 0.0623 Epoch 23 Batch 600/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9208, Loss: 0.0496 Epoch 23 Batch 601/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9219, Loss: 0.0450 Epoch 23 Batch 602/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9183, Loss: 0.0460 Epoch 23 Batch 603/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9180, Loss: 0.0489 Epoch 23 Batch 604/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9162, Loss: 0.0654 Epoch 23 Batch 605/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9155, Loss: 0.0482 Epoch 23 Batch 606/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9233, Loss: 0.0353 Epoch 23 Batch 607/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9233, Loss: 0.0474 Epoch 23 Batch 608/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9183, Loss: 0.0482 Epoch 23 Batch 609/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9244, Loss: 0.0484 Epoch 23 Batch 610/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9258, Loss: 0.0512 Epoch 23 Batch 611/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9212, Loss: 0.0464 Epoch 23 Batch 612/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9144, Loss: 0.0327 Epoch 23 Batch 613/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8981, Loss: 0.0500 Epoch 23 Batch 614/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9034, Loss: 0.0477 Epoch 23 Batch 615/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9041, Loss: 0.0341 Epoch 23 Batch 616/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9087, Loss: 0.0408 Epoch 23 Batch 617/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9137, Loss: 0.0375 Epoch 23 Batch 618/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9190, Loss: 0.0462 Epoch 23 Batch 619/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9247, Loss: 0.0374 Epoch 23 Batch 620/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9254, Loss: 0.0345 Epoch 23 Batch 621/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9208, Loss: 0.0416 Epoch 23 Batch 622/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9123, Loss: 0.0457 Epoch 23 Batch 623/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9158, Loss: 0.0487 Epoch 23 Batch 624/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9293, Loss: 0.0465 Epoch 23 Batch 625/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9194, Loss: 0.0396 Epoch 23 Batch 626/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9023, Loss: 0.0339 Epoch 23 Batch 627/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9027, Loss: 0.0370 Epoch 23 Batch 628/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9045, Loss: 0.0423 Epoch 23 Batch 629/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.8970, Loss: 0.0442 Epoch 23 Batch 630/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9031, Loss: 0.0404 Epoch 23 Batch 631/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9144, Loss: 0.0500 Epoch 23 Batch 632/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9151, Loss: 0.0409 Epoch 23 Batch 633/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9268, Loss: 0.0379 Epoch 23 Batch 634/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9325, Loss: 0.0295 Epoch 23 Batch 635/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9350, Loss: 0.0451 Epoch 23 Batch 636/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9311, Loss: 0.0416 Epoch 23 Batch 637/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9311, Loss: 0.0428 Epoch 23 Batch 638/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9286, Loss: 0.0350 Epoch 23 Batch 639/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9368, Loss: 0.0494 Epoch 23 Batch 640/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9347, Loss: 0.0372 Epoch 23 Batch 641/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9318, Loss: 0.0369 Epoch 23 Batch 642/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9229, Loss: 0.0410 Epoch 23 Batch 643/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9087, Loss: 0.0333 Epoch 23 Batch 644/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9048, Loss: 0.0389 Epoch 23 Batch 645/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9016, Loss: 0.0414 Epoch 23 Batch 646/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9045, Loss: 0.0391 Epoch 23 Batch 647/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9102, Loss: 0.0507 Epoch 23 Batch 648/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9190, Loss: 0.0363 Epoch 23 Batch 649/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9148, Loss: 0.0357 Epoch 23 Batch 650/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9087, Loss: 0.0362 Epoch 23 Batch 651/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9141, Loss: 0.0416 Epoch 23 Batch 652/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9094, Loss: 0.0442 Epoch 23 Batch 653/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9137, Loss: 0.0464 Epoch 23 Batch 654/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9123, Loss: 0.0395 Epoch 23 Batch 655/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9137, Loss: 0.0578 Epoch 23 Batch 656/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9158, Loss: 0.0399 Epoch 23 Batch 657/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9102, Loss: 0.0470 Epoch 23 Batch 658/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9173, Loss: 0.0309 Epoch 23 Batch 659/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9158, Loss: 0.0475 Epoch 23 Batch 660/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9176, Loss: 0.0388 Epoch 23 Batch 661/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9162, Loss: 0.0429 Epoch 23 Batch 662/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9112, Loss: 0.0385 Epoch 23 Batch 663/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9226, Loss: 0.0344 Epoch 23 Batch 664/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9300, Loss: 0.0452 Epoch 23 Batch 665/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9379, Loss: 0.0360 Epoch 23 Batch 666/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9325, Loss: 0.0407 Epoch 23 Batch 667/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9339, Loss: 0.0472 Epoch 23 Batch 668/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9197, Loss: 0.0365 Epoch 23 Batch 669/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9144, Loss: 0.0331 Epoch 23 Batch 670/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9070, Loss: 0.0375 Epoch 23 Batch 671/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9006, Loss: 0.0411 Epoch 23 Batch 672/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9006, Loss: 0.0312 Epoch 23 Batch 673/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9006, Loss: 0.0482 Epoch 23 Batch 674/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.8999, Loss: 0.0409 Epoch 23 Batch 675/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9027, Loss: 0.0451 Epoch 23 Batch 676/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9244, Loss: 0.0406 Epoch 23 Batch 677/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9187, Loss: 0.0514 Epoch 23 Batch 678/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9141, Loss: 0.0354 Epoch 23 Batch 679/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9151, Loss: 0.0396 Epoch 23 Batch 680/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9187, Loss: 0.0443 Epoch 23 Batch 681/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9190, Loss: 0.0369 Epoch 23 Batch 682/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9144, Loss: 0.0422 Epoch 23 Batch 683/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9222, Loss: 0.0361 Epoch 23 Batch 684/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9258, Loss: 0.0354 Epoch 23 Batch 685/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9208, Loss: 0.0457 Epoch 23 Batch 686/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9215, Loss: 0.0332 Epoch 23 Batch 687/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9265, Loss: 0.0463 Epoch 23 Batch 688/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9205, Loss: 0.0347 Epoch 23 Batch 689/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9261, Loss: 0.0311 Epoch 23 Batch 690/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9254, Loss: 0.0447 Epoch 23 Batch 691/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9286, Loss: 0.0441 Epoch 23 Batch 692/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9286, Loss: 0.0372 Epoch 23 Batch 693/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.9343, Loss: 0.0612 Epoch 23 Batch 694/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9300, Loss: 0.0364 Epoch 23 Batch 695/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9322, Loss: 0.0394 Epoch 23 Batch 696/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9279, Loss: 0.0418 Epoch 23 Batch 697/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9205, Loss: 0.0371 Epoch 23 Batch 698/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9205, Loss: 0.0425 Epoch 23 Batch 699/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9155, Loss: 0.0406 Epoch 23 Batch 700/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9091, Loss: 0.0354 Epoch 23 Batch 701/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9105, Loss: 0.0418 Epoch 23 Batch 702/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9098, Loss: 0.0535 Epoch 23 Batch 703/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9219, Loss: 0.0460 Epoch 23 Batch 704/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9268, Loss: 0.0551 Epoch 23 Batch 705/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9339, Loss: 0.0449 Epoch 23 Batch 706/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9244, Loss: 0.0561 Epoch 23 Batch 707/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9194, Loss: 0.0459 Epoch 23 Batch 708/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9087, Loss: 0.0401 Epoch 23 Batch 709/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9094, Loss: 0.0494 Epoch 23 Batch 710/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9187, Loss: 0.0275 Epoch 23 Batch 711/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9137, Loss: 0.0533 Epoch 23 Batch 712/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9173, Loss: 0.0337 Epoch 23 Batch 713/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9158, Loss: 0.0374 Epoch 23 Batch 714/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9109, Loss: 0.0381 Epoch 23 Batch 715/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9112, Loss: 0.0417 Epoch 23 Batch 716/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9109, Loss: 0.0314 Epoch 23 Batch 717/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9073, Loss: 0.0331 Epoch 23 Batch 718/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9144, Loss: 0.0423 Epoch 23 Batch 719/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9148, Loss: 0.0399 Epoch 23 Batch 720/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9151, Loss: 0.0421 Epoch 23 Batch 721/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9194, Loss: 0.0437 Epoch 23 Batch 722/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9148, Loss: 0.0338 Epoch 23 Batch 723/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9205, Loss: 0.0461 Epoch 23 Batch 724/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9137, Loss: 0.0439 Epoch 23 Batch 725/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9183, Loss: 0.0318 Epoch 23 Batch 726/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9169, Loss: 0.0372 Epoch 23 Batch 727/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9169, Loss: 0.0377 Epoch 23 Batch 728/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9165, Loss: 0.0536 Epoch 23 Batch 729/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9151, Loss: 0.0463 Epoch 23 Batch 730/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9148, Loss: 0.0530 Epoch 23 Batch 731/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9162, Loss: 0.0404 Epoch 23 Batch 732/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9119, Loss: 0.0492 Epoch 23 Batch 733/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9080, Loss: 0.0552 Epoch 23 Batch 734/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9130, Loss: 0.0447 Epoch 23 Batch 735/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9261, Loss: 0.0317 Epoch 23 Batch 736/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9258, Loss: 0.0373 Epoch 23 Batch 737/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9308, Loss: 0.0449 Epoch 23 Batch 738/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9208, Loss: 0.0285 Epoch 23 Batch 739/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9325, Loss: 0.0381 Epoch 23 Batch 740/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9297, Loss: 0.0292 Epoch 23 Batch 741/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9297, Loss: 0.0424 Epoch 23 Batch 742/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9276, Loss: 0.0402 Epoch 23 Batch 743/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9272, Loss: 0.0414 Epoch 23 Batch 744/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9222, Loss: 0.0414 Epoch 23 Batch 745/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9222, Loss: 0.0445 Epoch 23 Batch 746/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9201, Loss: 0.0359 Epoch 23 Batch 747/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9197, Loss: 0.0342 Epoch 23 Batch 748/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9261, Loss: 0.0360 Epoch 23 Batch 749/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9190, Loss: 0.0354 Epoch 23 Batch 750/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9233, Loss: 0.0375 Epoch 23 Batch 751/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9205, Loss: 0.0501 Epoch 23 Batch 752/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9158, Loss: 0.0392 Epoch 23 Batch 753/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9162, Loss: 0.0365 Epoch 23 Batch 754/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9134, Loss: 0.0476 Epoch 23 Batch 755/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9180, Loss: 0.0474 Epoch 23 Batch 756/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9201, Loss: 0.0413 Epoch 23 Batch 757/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9201, Loss: 0.0459 Epoch 23 Batch 758/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9290, Loss: 0.0349 Epoch 23 Batch 759/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9258, Loss: 0.0363 Epoch 23 Batch 760/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9247, Loss: 0.0445 Epoch 23 Batch 761/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9247, Loss: 0.0412 Epoch 23 Batch 762/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9244, Loss: 0.0354 Epoch 23 Batch 763/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9247, Loss: 0.0458 Epoch 23 Batch 764/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9297, Loss: 0.0452 Epoch 23 Batch 765/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9300, Loss: 0.0490 Epoch 23 Batch 766/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9215, Loss: 0.0462 Epoch 23 Batch 767/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9144, Loss: 0.0408 Epoch 23 Batch 768/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9279, Loss: 0.0406 Epoch 23 Batch 769/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9343, Loss: 0.0428 Epoch 23 Batch 770/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9251, Loss: 0.0413 Epoch 23 Batch 771/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9268, Loss: 0.0414 Epoch 23 Batch 772/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9276, Loss: 0.0390 Epoch 23 Batch 773/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9347, Loss: 0.0359 Epoch 23 Batch 774/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9425, Loss: 0.0449 Epoch 23 Batch 775/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9418, Loss: 0.0379 Epoch 23 Batch 776/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9368, Loss: 0.0405 Epoch 23 Batch 777/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9339, Loss: 0.0351 Epoch 23 Batch 778/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9375, Loss: 0.0462 Epoch 23 Batch 779/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9265, Loss: 0.0411 Epoch 23 Batch 780/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9290, Loss: 0.0540 Epoch 23 Batch 781/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9268, Loss: 0.0315 Epoch 23 Batch 782/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9254, Loss: 0.0424 Epoch 23 Batch 783/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9254, Loss: 0.0447 Epoch 23 Batch 784/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9229, Loss: 0.0309 Epoch 23 Batch 785/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9176, Loss: 0.0378 Epoch 23 Batch 786/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9148, Loss: 0.0417 Epoch 23 Batch 787/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9165, Loss: 0.0409 Epoch 23 Batch 788/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9187, Loss: 0.0399 Epoch 23 Batch 789/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9336, Loss: 0.0465 Epoch 23 Batch 790/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9311, Loss: 0.0448 Epoch 23 Batch 791/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9208, Loss: 0.0505 Epoch 23 Batch 792/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9183, Loss: 0.0457 Epoch 23 Batch 793/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9130, Loss: 0.0402 Epoch 23 Batch 794/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9187, Loss: 0.0304 Epoch 23 Batch 795/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9229, Loss: 0.0487 Epoch 23 Batch 796/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9212, Loss: 0.0402 Epoch 23 Batch 797/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9237, Loss: 0.0408 Epoch 23 Batch 798/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9339, Loss: 0.0370 Epoch 23 Batch 799/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9396, Loss: 0.0504 Epoch 23 Batch 800/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9325, Loss: 0.0333 Epoch 23 Batch 801/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9325, Loss: 0.0397 Epoch 23 Batch 802/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9329, Loss: 0.0501 Epoch 23 Batch 803/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9325, Loss: 0.0462 Epoch 23 Batch 804/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9325, Loss: 0.0360 Epoch 23 Batch 805/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9155, Loss: 0.0446 Epoch 23 Batch 806/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9116, Loss: 0.0360 Epoch 23 Batch 807/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9070, Loss: 0.0332 Epoch 23 Batch 808/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9062, Loss: 0.0521 Epoch 23 Batch 809/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9148, Loss: 0.0615 Epoch 23 Batch 810/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9272, Loss: 0.0375 Epoch 23 Batch 811/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9258, Loss: 0.0433 Epoch 23 Batch 812/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9215, Loss: 0.0456 Epoch 23 Batch 813/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9194, Loss: 0.0440 Epoch 23 Batch 814/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9109, Loss: 0.0473 Epoch 23 Batch 815/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9148, Loss: 0.0446 Epoch 23 Batch 816/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9212, Loss: 0.0402 Epoch 23 Batch 817/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9162, Loss: 0.0438 Epoch 23 Batch 818/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9109, Loss: 0.0400 Epoch 23 Batch 819/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9130, Loss: 0.0402 Epoch 23 Batch 820/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9190, Loss: 0.0435 Epoch 23 Batch 821/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9240, Loss: 0.0409 Epoch 23 Batch 822/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9222, Loss: 0.0377 Epoch 23 Batch 823/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9258, Loss: 0.0366 Epoch 23 Batch 824/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9254, Loss: 0.0469 Epoch 23 Batch 825/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9261, Loss: 0.0354 Epoch 23 Batch 826/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9283, Loss: 0.0359 Epoch 23 Batch 827/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9276, Loss: 0.0441 Epoch 23 Batch 828/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9343, Loss: 0.0346 Epoch 23 Batch 829/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9339, Loss: 0.0513 Epoch 23 Batch 830/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9393, Loss: 0.0471 Epoch 23 Batch 831/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9297, Loss: 0.0392 Epoch 23 Batch 832/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9308, Loss: 0.0354 Epoch 23 Batch 833/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9286, Loss: 0.0486 Epoch 23 Batch 834/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9293, Loss: 0.0417 Epoch 23 Batch 835/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9293, Loss: 0.0461 Epoch 23 Batch 836/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9304, Loss: 0.0399 Epoch 23 Batch 837/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9407, Loss: 0.0469 Epoch 23 Batch 838/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9265, Loss: 0.0360 Epoch 23 Batch 839/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9212, Loss: 0.0361 Epoch 23 Batch 840/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9212, Loss: 0.0386 Epoch 23 Batch 841/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9212, Loss: 0.0560 Epoch 23 Batch 842/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9237, Loss: 0.0349 Epoch 23 Batch 843/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9233, Loss: 0.0349 Epoch 23 Batch 844/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9237, Loss: 0.0349 Epoch 23 Batch 845/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9290, Loss: 0.0391 Epoch 23 Batch 846/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9261, Loss: 0.0546 Epoch 23 Batch 847/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9297, Loss: 0.0446 Epoch 23 Batch 848/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9297, Loss: 0.0341 Epoch 23 Batch 849/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9247, Loss: 0.0360 Epoch 23 Batch 850/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9151, Loss: 0.0584 Epoch 23 Batch 851/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9197, Loss: 0.0519 Epoch 23 Batch 852/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9194, Loss: 0.0571 Epoch 23 Batch 853/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9258, Loss: 0.0401 Epoch 23 Batch 854/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9261, Loss: 0.0463 Epoch 23 Batch 855/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9393, Loss: 0.0508 Epoch 23 Batch 856/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9393, Loss: 0.0435 Epoch 23 Batch 857/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9368, Loss: 0.0345 Epoch 23 Batch 858/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9268, Loss: 0.0326 Epoch 23 Batch 859/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9219, Loss: 0.0407 Epoch 23 Batch 860/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9169, Loss: 0.0432 Epoch 23 Batch 861/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8999, Loss: 0.0391 Epoch 23 Batch 862/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8970, Loss: 0.0395 Epoch 23 Batch 863/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9027, Loss: 0.0388 Epoch 23 Batch 864/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9094, Loss: 0.0439 Epoch 23 Batch 865/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9190, Loss: 0.0388 Epoch 23 Batch 866/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9180, Loss: 0.0459 Epoch 23 Batch 867/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9183, Loss: 0.0819 Epoch 23 Batch 868/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9187, Loss: 0.0431 Epoch 23 Batch 869/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9197, Loss: 0.0415 Epoch 23 Batch 870/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9215, Loss: 0.0399 Epoch 23 Batch 871/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9265, Loss: 0.0355 Epoch 23 Batch 872/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9304, Loss: 0.0383 Epoch 23 Batch 873/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9212, Loss: 0.0412 Epoch 23 Batch 874/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9300, Loss: 0.0440 Epoch 23 Batch 875/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9208, Loss: 0.0424 Epoch 23 Batch 876/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9208, Loss: 0.0361 Epoch 23 Batch 877/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9119, Loss: 0.0365 Epoch 23 Batch 878/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9123, Loss: 0.0378 Epoch 23 Batch 879/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9087, Loss: 0.0302 Epoch 23 Batch 880/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9080, Loss: 0.0478 Epoch 23 Batch 881/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9123, Loss: 0.0422 Epoch 23 Batch 882/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9123, Loss: 0.0456 Epoch 23 Batch 883/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9126, Loss: 0.0564 Epoch 23 Batch 884/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9226, Loss: 0.0399 Epoch 23 Batch 885/1077 - Train Accuracy: 0.9485, Validation Accuracy: 0.9276, Loss: 0.0278 Epoch 23 Batch 886/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9222, Loss: 0.0343 Epoch 23 Batch 887/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9141, Loss: 0.0500 Epoch 23 Batch 888/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9190, Loss: 0.0447 Epoch 23 Batch 889/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9215, Loss: 0.0411 Epoch 23 Batch 890/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9261, Loss: 0.0425 Epoch 23 Batch 891/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9251, Loss: 0.0434 Epoch 23 Batch 892/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9261, Loss: 0.0371 Epoch 23 Batch 893/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9329, Loss: 0.0420 Epoch 23 Batch 894/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9276, Loss: 0.0369 Epoch 23 Batch 895/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9222, Loss: 0.0345 Epoch 23 Batch 896/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9219, Loss: 0.0396 Epoch 23 Batch 897/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9219, Loss: 0.0334 Epoch 23 Batch 898/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9137, Loss: 0.0380 Epoch 23 Batch 899/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9087, Loss: 0.0398 Epoch 23 Batch 900/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9087, Loss: 0.0446 Epoch 23 Batch 901/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9031, Loss: 0.0577 Epoch 23 Batch 902/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9031, Loss: 0.0479 Epoch 23 Batch 903/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9112, Loss: 0.0372 Epoch 23 Batch 904/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9158, Loss: 0.0357 Epoch 23 Batch 905/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9155, Loss: 0.0316 Epoch 23 Batch 906/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9208, Loss: 0.0360 Epoch 23 Batch 907/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9183, Loss: 0.0413 Epoch 23 Batch 908/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9134, Loss: 0.0466 Epoch 23 Batch 909/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9197, Loss: 0.0482 Epoch 23 Batch 910/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9272, Loss: 0.0469 Epoch 23 Batch 911/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9279, Loss: 0.0576 Epoch 23 Batch 912/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9276, Loss: 0.0353 Epoch 23 Batch 913/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9279, Loss: 0.0501 Epoch 23 Batch 914/1077 - Train Accuracy: 0.9372, Validation Accuracy: 0.9222, Loss: 0.0749 Epoch 23 Batch 915/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9233, Loss: 0.0356 Epoch 23 Batch 916/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9197, Loss: 0.0435 Epoch 23 Batch 917/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9251, Loss: 0.0451 Epoch 23 Batch 918/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9233, Loss: 0.0402 Epoch 23 Batch 919/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9237, Loss: 0.0306 Epoch 23 Batch 920/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9237, Loss: 0.0358 Epoch 23 Batch 921/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9237, Loss: 0.0446 Epoch 23 Batch 922/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9180, Loss: 0.0433 Epoch 23 Batch 923/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9212, Loss: 0.0314 Epoch 23 Batch 924/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9130, Loss: 0.0492 Epoch 23 Batch 925/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9137, Loss: 0.0342 Epoch 23 Batch 926/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9208, Loss: 0.0511 Epoch 23 Batch 927/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9261, Loss: 0.0477 Epoch 23 Batch 928/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9222, Loss: 0.0434 Epoch 23 Batch 929/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9176, Loss: 0.0399 Epoch 23 Batch 930/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9205, Loss: 0.0275 Epoch 23 Batch 931/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9126, Loss: 0.0409 Epoch 23 Batch 932/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9183, Loss: 0.0393 Epoch 23 Batch 933/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9261, Loss: 0.0397 Epoch 23 Batch 934/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9308, Loss: 0.0364 Epoch 23 Batch 935/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9240, Loss: 0.0414 Epoch 23 Batch 936/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9276, Loss: 0.0466 Epoch 23 Batch 937/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9197, Loss: 0.0552 Epoch 23 Batch 938/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9229, Loss: 0.0449 Epoch 23 Batch 939/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9371, Loss: 0.0478 Epoch 23 Batch 940/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9325, Loss: 0.0349 Epoch 23 Batch 941/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9339, Loss: 0.0317 Epoch 23 Batch 942/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9229, Loss: 0.0456 Epoch 23 Batch 943/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9237, Loss: 0.0366 Epoch 23 Batch 944/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9339, Loss: 0.0370 Epoch 23 Batch 945/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9265, Loss: 0.0327 Epoch 23 Batch 946/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9290, Loss: 0.0295 Epoch 23 Batch 947/1077 - Train Accuracy: 0.8968, Validation Accuracy: 0.9240, Loss: 0.0508 Epoch 23 Batch 948/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9201, Loss: 0.0376 Epoch 23 Batch 949/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9201, Loss: 0.0304 Epoch 23 Batch 950/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9155, Loss: 0.0377 Epoch 23 Batch 951/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9134, Loss: 0.0420 Epoch 23 Batch 952/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9137, Loss: 0.0302 Epoch 23 Batch 953/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9137, Loss: 0.0321 Epoch 23 Batch 954/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9219, Loss: 0.0436 Epoch 23 Batch 955/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9212, Loss: 0.0477 Epoch 23 Batch 956/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9283, Loss: 0.0409 Epoch 23 Batch 957/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9180, Loss: 0.0328 Epoch 23 Batch 958/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9180, Loss: 0.0465 Epoch 23 Batch 959/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9105, Loss: 0.0456 Epoch 23 Batch 960/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9165, Loss: 0.0391 Epoch 23 Batch 961/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9155, Loss: 0.0293 Epoch 23 Batch 962/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9162, Loss: 0.0403 Epoch 23 Batch 963/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9215, Loss: 0.0487 Epoch 23 Batch 964/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9215, Loss: 0.0310 Epoch 23 Batch 965/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9293, Loss: 0.0520 Epoch 23 Batch 966/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9265, Loss: 0.0374 Epoch 23 Batch 967/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9311, Loss: 0.0465 Epoch 23 Batch 968/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9364, Loss: 0.0496 Epoch 23 Batch 969/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9233, Loss: 0.0498 Epoch 23 Batch 970/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9286, Loss: 0.0391 Epoch 23 Batch 971/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9290, Loss: 0.0451 Epoch 23 Batch 972/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9343, Loss: 0.0448 Epoch 23 Batch 973/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9215, Loss: 0.0299 Epoch 23 Batch 974/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9176, Loss: 0.0346 Epoch 23 Batch 975/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9215, Loss: 0.0356 Epoch 23 Batch 976/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9130, Loss: 0.0333 Epoch 23 Batch 977/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9084, Loss: 0.0306 Epoch 23 Batch 978/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9091, Loss: 0.0393 Epoch 23 Batch 979/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9062, Loss: 0.0381 Epoch 23 Batch 980/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8960, Loss: 0.0427 Epoch 23 Batch 981/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8984, Loss: 0.0410 Epoch 23 Batch 982/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9070, Loss: 0.0430 Epoch 23 Batch 983/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9126, Loss: 0.0386 Epoch 23 Batch 984/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9176, Loss: 0.0442 Epoch 23 Batch 985/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9077, Loss: 0.0342 Epoch 23 Batch 986/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9119, Loss: 0.0353 Epoch 23 Batch 987/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9119, Loss: 0.0354 Epoch 23 Batch 988/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9169, Loss: 0.0466 Epoch 23 Batch 989/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9130, Loss: 0.0433 Epoch 23 Batch 990/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9116, Loss: 0.0463 Epoch 23 Batch 991/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9123, Loss: 0.0400 Epoch 23 Batch 992/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9158, Loss: 0.0443 Epoch 23 Batch 993/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9109, Loss: 0.0261 Epoch 23 Batch 994/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9059, Loss: 0.0345 Epoch 23 Batch 995/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9059, Loss: 0.0383 Epoch 23 Batch 996/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9059, Loss: 0.0370 Epoch 23 Batch 997/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9105, Loss: 0.0421 Epoch 23 Batch 998/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9102, Loss: 0.0343 Epoch 23 Batch 999/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9094, Loss: 0.0452 Epoch 23 Batch 1000/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9094, Loss: 0.0390 Epoch 23 Batch 1001/1077 - Train Accuracy: 0.9247, Validation Accuracy: 0.9094, Loss: 0.0321 Epoch 23 Batch 1002/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9098, Loss: 0.0313 Epoch 23 Batch 1003/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9148, Loss: 0.0393 Epoch 23 Batch 1004/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9148, Loss: 0.0398 Epoch 23 Batch 1005/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9094, Loss: 0.0379 Epoch 23 Batch 1006/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9087, Loss: 0.0343 Epoch 23 Batch 1007/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9144, Loss: 0.0350 Epoch 23 Batch 1008/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9194, Loss: 0.0402 Epoch 23 Batch 1009/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9240, Loss: 0.0274 Epoch 23 Batch 1010/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9251, Loss: 0.0361 Epoch 23 Batch 1011/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9112, Loss: 0.0357 Epoch 23 Batch 1012/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9258, Loss: 0.0310 Epoch 23 Batch 1013/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9258, Loss: 0.0284 Epoch 23 Batch 1014/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9258, Loss: 0.0343 Epoch 23 Batch 1015/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9208, Loss: 0.0492 Epoch 23 Batch 1016/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9318, Loss: 0.0386 Epoch 23 Batch 1017/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9322, Loss: 0.0338 Epoch 23 Batch 1018/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9276, Loss: 0.0436 Epoch 23 Batch 1019/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9276, Loss: 0.0505 Epoch 23 Batch 1020/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9176, Loss: 0.0343 Epoch 23 Batch 1021/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9197, Loss: 0.0399 Epoch 23 Batch 1022/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9190, Loss: 0.0325 Epoch 23 Batch 1023/1077 - Train Accuracy: 0.9439, Validation Accuracy: 0.9169, Loss: 0.0406 Epoch 23 Batch 1024/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9119, Loss: 0.0444 Epoch 23 Batch 1025/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9123, Loss: 0.0363 Epoch 23 Batch 1026/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9123, Loss: 0.0462 Epoch 23 Batch 1027/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9201, Loss: 0.0369 Epoch 23 Batch 1028/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9112, Loss: 0.0386 Epoch 23 Batch 1029/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9226, Loss: 0.0336 Epoch 23 Batch 1030/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9219, Loss: 0.0385 Epoch 23 Batch 1031/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9173, Loss: 0.0441 Epoch 23 Batch 1032/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9272, Loss: 0.0439 Epoch 23 Batch 1033/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9268, Loss: 0.0415 Epoch 23 Batch 1034/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9265, Loss: 0.0351 Epoch 23 Batch 1035/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9318, Loss: 0.0272 Epoch 23 Batch 1036/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9318, Loss: 0.0597 Epoch 23 Batch 1037/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9205, Loss: 0.0386 Epoch 23 Batch 1038/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0449 Epoch 23 Batch 1039/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9098, Loss: 0.0349 Epoch 23 Batch 1040/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9119, Loss: 0.0384 Epoch 23 Batch 1041/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9183, Loss: 0.0442 Epoch 23 Batch 1042/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9237, Loss: 0.0377 Epoch 23 Batch 1043/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9190, Loss: 0.0570 Epoch 23 Batch 1044/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9244, Loss: 0.0449 Epoch 23 Batch 1045/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9290, Loss: 0.0464 Epoch 23 Batch 1046/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9297, Loss: 0.0339 Epoch 23 Batch 1047/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9297, Loss: 0.0336 Epoch 23 Batch 1048/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9244, Loss: 0.0452 Epoch 23 Batch 1049/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9215, Loss: 0.0408 Epoch 23 Batch 1050/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9254, Loss: 0.0302 Epoch 23 Batch 1051/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9276, Loss: 0.0451 Epoch 23 Batch 1052/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9354, Loss: 0.0339 Epoch 23 Batch 1053/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9311, Loss: 0.0408 Epoch 23 Batch 1054/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9315, Loss: 0.0399 Epoch 23 Batch 1055/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9332, Loss: 0.0537 Epoch 23 Batch 1056/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9261, Loss: 0.0350 Epoch 23 Batch 1057/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9261, Loss: 0.0410 Epoch 23 Batch 1058/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9233, Loss: 0.0475 Epoch 23 Batch 1059/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.9251, Loss: 0.0603 Epoch 23 Batch 1060/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9201, Loss: 0.0407 Epoch 23 Batch 1061/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9308, Loss: 0.0631 Epoch 23 Batch 1062/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9229, Loss: 0.0492 Epoch 23 Batch 1063/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9112, Loss: 0.0447 Epoch 23 Batch 1064/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9183, Loss: 0.0424 Epoch 23 Batch 1065/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9201, Loss: 0.0470 Epoch 23 Batch 1066/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9240, Loss: 0.0364 Epoch 23 Batch 1067/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9247, Loss: 0.0483 Epoch 23 Batch 1068/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9290, Loss: 0.0347 Epoch 23 Batch 1069/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9343, Loss: 0.0386 Epoch 23 Batch 1070/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9361, Loss: 0.0416 Epoch 23 Batch 1071/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9293, Loss: 0.0403 Epoch 23 Batch 1072/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9293, Loss: 0.0408 Epoch 23 Batch 1073/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9347, Loss: 0.0435 Epoch 23 Batch 1074/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9329, Loss: 0.0604 Epoch 23 Batch 1075/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9283, Loss: 0.0507 Epoch 24 Batch 1/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9194, Loss: 0.0318 Epoch 24 Batch 2/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9219, Loss: 0.0422 Epoch 24 Batch 3/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9219, Loss: 0.0467 Epoch 24 Batch 4/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9226, Loss: 0.0371 Epoch 24 Batch 5/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9102, Loss: 0.0528 Epoch 24 Batch 6/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9105, Loss: 0.0358 Epoch 24 Batch 7/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9155, Loss: 0.0389 Epoch 24 Batch 8/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9180, Loss: 0.0346 Epoch 24 Batch 9/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9130, Loss: 0.0358 Epoch 24 Batch 10/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9176, Loss: 0.0416 Epoch 24 Batch 11/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9116, Loss: 0.0438 Epoch 24 Batch 12/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9162, Loss: 0.0392 Epoch 24 Batch 13/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9162, Loss: 0.0563 Epoch 24 Batch 14/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9226, Loss: 0.0332 Epoch 24 Batch 15/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9286, Loss: 0.0392 Epoch 24 Batch 16/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9332, Loss: 0.0379 Epoch 24 Batch 17/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9283, Loss: 0.0358 Epoch 24 Batch 18/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9272, Loss: 0.0370 Epoch 24 Batch 19/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9293, Loss: 0.0335 Epoch 24 Batch 20/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9300, Loss: 0.0353 Epoch 24 Batch 21/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9304, Loss: 0.0474 Epoch 24 Batch 22/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9237, Loss: 0.0469 Epoch 24 Batch 23/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9165, Loss: 0.0338 Epoch 24 Batch 24/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9116, Loss: 0.0414 Epoch 24 Batch 25/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9208, Loss: 0.0319 Epoch 24 Batch 26/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9187, Loss: 0.0456 Epoch 24 Batch 27/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9158, Loss: 0.0298 Epoch 24 Batch 28/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9357, Loss: 0.0377 Epoch 24 Batch 29/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9237, Loss: 0.0385 Epoch 24 Batch 30/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9180, Loss: 0.0358 Epoch 24 Batch 31/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9180, Loss: 0.0400 Epoch 24 Batch 32/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9130, Loss: 0.0348 Epoch 24 Batch 33/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9215, Loss: 0.0375 Epoch 24 Batch 34/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9116, Loss: 0.0433 Epoch 24 Batch 35/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9112, Loss: 0.0408 Epoch 24 Batch 36/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9087, Loss: 0.0365 Epoch 24 Batch 37/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9105, Loss: 0.0354 Epoch 24 Batch 38/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9205, Loss: 0.0512 Epoch 24 Batch 39/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9208, Loss: 0.0549 Epoch 24 Batch 40/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9208, Loss: 0.0346 Epoch 24 Batch 41/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9066, Loss: 0.0319 Epoch 24 Batch 42/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9070, Loss: 0.0547 Epoch 24 Batch 43/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9141, Loss: 0.0281 Epoch 24 Batch 44/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9144, Loss: 0.0318 Epoch 24 Batch 45/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9141, Loss: 0.0427 Epoch 24 Batch 46/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9226, Loss: 0.0471 Epoch 24 Batch 47/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9265, Loss: 0.0378 Epoch 24 Batch 48/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9311, Loss: 0.0522 Epoch 24 Batch 49/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9293, Loss: 0.0527 Epoch 24 Batch 50/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9268, Loss: 0.0370 Epoch 24 Batch 51/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9293, Loss: 0.0392 Epoch 24 Batch 52/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9212, Loss: 0.0584 Epoch 24 Batch 53/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9293, Loss: 0.0412 Epoch 24 Batch 54/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9169, Loss: 0.0624 Epoch 24 Batch 55/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9222, Loss: 0.0354 Epoch 24 Batch 56/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9183, Loss: 0.0328 Epoch 24 Batch 57/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9222, Loss: 0.0434 Epoch 24 Batch 58/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9311, Loss: 0.0349 Epoch 24 Batch 59/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9268, Loss: 0.0397 Epoch 24 Batch 60/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9215, Loss: 0.0293 Epoch 24 Batch 61/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9222, Loss: 0.0413 Epoch 24 Batch 62/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9318, Loss: 0.0470 Epoch 24 Batch 63/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9400, Loss: 0.0294 Epoch 24 Batch 64/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9400, Loss: 0.0352 Epoch 24 Batch 65/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9254, Loss: 0.0402 Epoch 24 Batch 66/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9251, Loss: 0.0279 Epoch 24 Batch 67/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9240, Loss: 0.0348 Epoch 24 Batch 68/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9268, Loss: 0.0475 Epoch 24 Batch 69/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9226, Loss: 0.0478 Epoch 24 Batch 70/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9165, Loss: 0.0491 Epoch 24 Batch 71/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9265, Loss: 0.0285 Epoch 24 Batch 72/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9173, Loss: 0.0422 Epoch 24 Batch 73/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9169, Loss: 0.0404 Epoch 24 Batch 74/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9229, Loss: 0.0364 Epoch 24 Batch 75/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9375, Loss: 0.0550 Epoch 24 Batch 76/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9371, Loss: 0.0357 Epoch 24 Batch 77/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9371, Loss: 0.0390 Epoch 24 Batch 78/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9418, Loss: 0.0408 Epoch 24 Batch 79/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9311, Loss: 0.0358 Epoch 24 Batch 80/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9197, Loss: 0.0413 Epoch 24 Batch 81/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9091, Loss: 0.0379 Epoch 24 Batch 82/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.9158, Loss: 0.0397 Epoch 24 Batch 83/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9162, Loss: 0.0366 Epoch 24 Batch 84/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9215, Loss: 0.0359 Epoch 24 Batch 85/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9215, Loss: 0.0394 Epoch 24 Batch 86/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9254, Loss: 0.0395 Epoch 24 Batch 87/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9229, Loss: 0.0520 Epoch 24 Batch 88/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9254, Loss: 0.0461 Epoch 24 Batch 89/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9308, Loss: 0.0466 Epoch 24 Batch 90/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9208, Loss: 0.0330 Epoch 24 Batch 91/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9329, Loss: 0.0384 Epoch 24 Batch 92/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9148, Loss: 0.0423 Epoch 24 Batch 93/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9102, Loss: 0.0386 Epoch 24 Batch 94/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9134, Loss: 0.0314 Epoch 24 Batch 95/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9084, Loss: 0.0427 Epoch 24 Batch 96/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9176, Loss: 0.0410 Epoch 24 Batch 97/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9197, Loss: 0.0394 Epoch 24 Batch 98/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9194, Loss: 0.0461 Epoch 24 Batch 99/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9268, Loss: 0.0351 Epoch 24 Batch 100/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9332, Loss: 0.0391 Epoch 24 Batch 101/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9229, Loss: 0.0351 Epoch 24 Batch 102/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9180, Loss: 0.0335 Epoch 24 Batch 103/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9254, Loss: 0.0536 Epoch 24 Batch 104/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9066, Loss: 0.0425 Epoch 24 Batch 105/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0390 Epoch 24 Batch 106/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9062, Loss: 0.0480 Epoch 24 Batch 107/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9059, Loss: 0.0404 Epoch 24 Batch 108/1077 - Train Accuracy: 0.9045, Validation Accuracy: 0.9041, Loss: 0.0450 Epoch 24 Batch 109/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9052, Loss: 0.0410 Epoch 24 Batch 110/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9141, Loss: 0.0327 Epoch 24 Batch 111/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9197, Loss: 0.0393 Epoch 24 Batch 112/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9268, Loss: 0.0317 Epoch 24 Batch 113/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9311, Loss: 0.0451 Epoch 24 Batch 114/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9332, Loss: 0.0361 Epoch 24 Batch 115/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9308, Loss: 0.0502 Epoch 24 Batch 116/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9244, Loss: 0.0598 Epoch 24 Batch 117/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9396, Loss: 0.0395 Epoch 24 Batch 118/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9350, Loss: 0.0435 Epoch 24 Batch 119/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9379, Loss: 0.0344 Epoch 24 Batch 120/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9407, Loss: 0.0488 Epoch 24 Batch 121/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9414, Loss: 0.0388 Epoch 24 Batch 122/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9414, Loss: 0.0352 Epoch 24 Batch 123/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9311, Loss: 0.0290 Epoch 24 Batch 124/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9304, Loss: 0.0444 Epoch 24 Batch 125/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9276, Loss: 0.0499 Epoch 24 Batch 126/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9364, Loss: 0.0349 Epoch 24 Batch 127/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9379, Loss: 0.0355 Epoch 24 Batch 128/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9379, Loss: 0.0388 Epoch 24 Batch 129/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9336, Loss: 0.0488 Epoch 24 Batch 130/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9332, Loss: 0.0375 Epoch 24 Batch 131/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9261, Loss: 0.0431 Epoch 24 Batch 132/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9144, Loss: 0.0361 Epoch 24 Batch 133/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9155, Loss: 0.0327 Epoch 24 Batch 134/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9155, Loss: 0.0401 Epoch 24 Batch 135/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9197, Loss: 0.0399 Epoch 24 Batch 136/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9212, Loss: 0.0327 Epoch 24 Batch 137/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9212, Loss: 0.0344 Epoch 24 Batch 138/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9165, Loss: 0.0395 Epoch 24 Batch 139/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9165, Loss: 0.0393 Epoch 24 Batch 140/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9091, Loss: 0.0324 Epoch 24 Batch 141/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9091, Loss: 0.0382 Epoch 24 Batch 142/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9226, Loss: 0.0384 Epoch 24 Batch 143/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9130, Loss: 0.0427 Epoch 24 Batch 144/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9087, Loss: 0.0537 Epoch 24 Batch 145/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9084, Loss: 0.0413 Epoch 24 Batch 146/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9077, Loss: 0.0750 Epoch 24 Batch 147/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9080, Loss: 0.0354 Epoch 24 Batch 148/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9034, Loss: 0.0444 Epoch 24 Batch 149/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9208, Loss: 0.0351 Epoch 24 Batch 150/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9229, Loss: 0.0395 Epoch 24 Batch 151/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9105, Loss: 0.0342 Epoch 24 Batch 152/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9144, Loss: 0.0488 Epoch 24 Batch 153/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9247, Loss: 0.0497 Epoch 24 Batch 154/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9176, Loss: 0.0407 Epoch 24 Batch 155/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9183, Loss: 0.0356 Epoch 24 Batch 156/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9116, Loss: 0.0308 Epoch 24 Batch 157/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9173, Loss: 0.0330 Epoch 24 Batch 158/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9073, Loss: 0.0470 Epoch 24 Batch 159/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9123, Loss: 0.0388 Epoch 24 Batch 160/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9226, Loss: 0.0319 Epoch 24 Batch 161/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0306 Epoch 24 Batch 162/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9222, Loss: 0.0452 Epoch 24 Batch 163/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9222, Loss: 0.0536 Epoch 24 Batch 164/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9222, Loss: 0.0364 Epoch 24 Batch 165/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9173, Loss: 0.0590 Epoch 24 Batch 166/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9180, Loss: 0.0454 Epoch 24 Batch 167/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9226, Loss: 0.0367 Epoch 24 Batch 168/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9258, Loss: 0.0511 Epoch 24 Batch 169/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9297, Loss: 0.0427 Epoch 24 Batch 170/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9197, Loss: 0.0448 Epoch 24 Batch 171/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9244, Loss: 0.0384 Epoch 24 Batch 172/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9180, Loss: 0.0333 Epoch 24 Batch 173/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9180, Loss: 0.0434 Epoch 24 Batch 174/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9116, Loss: 0.0351 Epoch 24 Batch 175/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9190, Loss: 0.0458 Epoch 24 Batch 176/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9151, Loss: 0.0431 Epoch 24 Batch 177/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9197, Loss: 0.0470 Epoch 24 Batch 178/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9308, Loss: 0.0398 Epoch 24 Batch 179/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9237, Loss: 0.0401 Epoch 24 Batch 180/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9233, Loss: 0.0329 Epoch 24 Batch 181/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9279, Loss: 0.0462 Epoch 24 Batch 182/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9279, Loss: 0.0499 Epoch 24 Batch 183/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9258, Loss: 0.0489 Epoch 24 Batch 184/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9215, Loss: 0.0350 Epoch 24 Batch 185/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9290, Loss: 0.0383 Epoch 24 Batch 186/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9134, Loss: 0.0399 Epoch 24 Batch 187/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9134, Loss: 0.0293 Epoch 24 Batch 188/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9233, Loss: 0.0450 Epoch 24 Batch 189/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0379 Epoch 24 Batch 190/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9197, Loss: 0.0345 Epoch 24 Batch 191/1077 - Train Accuracy: 0.9300, Validation Accuracy: 0.9212, Loss: 0.0304 Epoch 24 Batch 192/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9212, Loss: 0.0439 Epoch 24 Batch 193/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9219, Loss: 0.0387 Epoch 24 Batch 194/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9222, Loss: 0.0307 Epoch 24 Batch 195/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9268, Loss: 0.0332 Epoch 24 Batch 196/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9276, Loss: 0.0321 Epoch 24 Batch 197/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9272, Loss: 0.0405 Epoch 24 Batch 198/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9339, Loss: 0.0383 Epoch 24 Batch 199/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9364, Loss: 0.0377 Epoch 24 Batch 200/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9297, Loss: 0.0401 Epoch 24 Batch 201/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9329, Loss: 0.0351 Epoch 24 Batch 202/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9279, Loss: 0.0365 Epoch 24 Batch 203/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9201, Loss: 0.0418 Epoch 24 Batch 204/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9183, Loss: 0.0542 Epoch 24 Batch 205/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9183, Loss: 0.0488 Epoch 24 Batch 206/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9183, Loss: 0.0338 Epoch 24 Batch 207/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9233, Loss: 0.0329 Epoch 24 Batch 208/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9197, Loss: 0.0372 Epoch 24 Batch 209/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9247, Loss: 0.0325 Epoch 24 Batch 210/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9297, Loss: 0.0371 Epoch 24 Batch 211/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9247, Loss: 0.0334 Epoch 24 Batch 212/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9290, Loss: 0.0359 Epoch 24 Batch 213/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9297, Loss: 0.0307 Epoch 24 Batch 214/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9137, Loss: 0.0337 Epoch 24 Batch 215/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9098, Loss: 0.0439 Epoch 24 Batch 216/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9094, Loss: 0.0400 Epoch 24 Batch 217/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9087, Loss: 0.0365 Epoch 24 Batch 218/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9134, Loss: 0.0446 Epoch 24 Batch 219/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9180, Loss: 0.0262 Epoch 24 Batch 220/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9293, Loss: 0.0412 Epoch 24 Batch 221/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9276, Loss: 0.0392 Epoch 24 Batch 222/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9244, Loss: 0.0337 Epoch 24 Batch 223/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9240, Loss: 0.0427 Epoch 24 Batch 224/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9190, Loss: 0.0389 Epoch 24 Batch 225/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9187, Loss: 0.0509 Epoch 24 Batch 226/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9141, Loss: 0.0376 Epoch 24 Batch 227/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9180, Loss: 0.0418 Epoch 24 Batch 228/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9219, Loss: 0.0316 Epoch 24 Batch 229/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9215, Loss: 0.0374 Epoch 24 Batch 230/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9279, Loss: 0.0369 Epoch 24 Batch 231/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9237, Loss: 0.0451 Epoch 24 Batch 232/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9222, Loss: 0.0325 Epoch 24 Batch 233/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9286, Loss: 0.0445 Epoch 24 Batch 234/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9237, Loss: 0.0422 Epoch 24 Batch 235/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9254, Loss: 0.0460 Epoch 24 Batch 236/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9258, Loss: 0.0396 Epoch 24 Batch 237/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9347, Loss: 0.0330 Epoch 24 Batch 238/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9308, Loss: 0.0381 Epoch 24 Batch 239/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9293, Loss: 0.0299 Epoch 24 Batch 240/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9254, Loss: 0.0312 Epoch 24 Batch 241/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9205, Loss: 0.0302 Epoch 24 Batch 242/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9286, Loss: 0.0349 Epoch 24 Batch 243/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9286, Loss: 0.0453 Epoch 24 Batch 244/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9244, Loss: 0.0348 Epoch 24 Batch 245/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9258, Loss: 0.0379 Epoch 24 Batch 246/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9258, Loss: 0.0420 Epoch 24 Batch 247/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9208, Loss: 0.0375 Epoch 24 Batch 248/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9173, Loss: 0.0381 Epoch 24 Batch 249/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9272, Loss: 0.0327 Epoch 24 Batch 250/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9272, Loss: 0.0387 Epoch 24 Batch 251/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9304, Loss: 0.0463 Epoch 24 Batch 252/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9354, Loss: 0.0491 Epoch 24 Batch 253/1077 - Train Accuracy: 0.9155, Validation Accuracy: 0.9361, Loss: 0.0371 Epoch 24 Batch 254/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9315, Loss: 0.0458 Epoch 24 Batch 255/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9361, Loss: 0.0337 Epoch 24 Batch 256/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9311, Loss: 0.0617 Epoch 24 Batch 257/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9343, Loss: 0.0450 Epoch 24 Batch 258/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9293, Loss: 0.0338 Epoch 24 Batch 259/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9339, Loss: 0.0299 Epoch 24 Batch 260/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9286, Loss: 0.0338 Epoch 24 Batch 261/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9247, Loss: 0.0333 Epoch 24 Batch 262/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9293, Loss: 0.0339 Epoch 24 Batch 263/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9290, Loss: 0.0315 Epoch 24 Batch 264/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9261, Loss: 0.0371 Epoch 24 Batch 265/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9244, Loss: 0.0392 Epoch 24 Batch 266/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9237, Loss: 0.0400 Epoch 24 Batch 267/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9237, Loss: 0.0318 Epoch 24 Batch 268/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9180, Loss: 0.0487 Epoch 24 Batch 269/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9173, Loss: 0.0511 Epoch 24 Batch 270/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9183, Loss: 0.0499 Epoch 24 Batch 271/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9180, Loss: 0.0376 Epoch 24 Batch 272/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9190, Loss: 0.0654 Epoch 24 Batch 273/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9091, Loss: 0.0361 Epoch 24 Batch 274/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9091, Loss: 0.0402 Epoch 24 Batch 275/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9087, Loss: 0.0420 Epoch 24 Batch 276/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9087, Loss: 0.0603 Epoch 24 Batch 277/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9034, Loss: 0.0300 Epoch 24 Batch 278/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9091, Loss: 0.0472 Epoch 24 Batch 279/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9190, Loss: 0.0414 Epoch 24 Batch 280/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9141, Loss: 0.0409 Epoch 24 Batch 281/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9176, Loss: 0.0465 Epoch 24 Batch 282/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9183, Loss: 0.0520 Epoch 24 Batch 283/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9183, Loss: 0.0392 Epoch 24 Batch 284/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9155, Loss: 0.0385 Epoch 24 Batch 285/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9151, Loss: 0.0402 Epoch 24 Batch 286/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9148, Loss: 0.0376 Epoch 24 Batch 287/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9137, Loss: 0.0400 Epoch 24 Batch 288/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9084, Loss: 0.0455 Epoch 24 Batch 289/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9087, Loss: 0.0361 Epoch 24 Batch 290/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9041, Loss: 0.0609 Epoch 24 Batch 291/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9165, Loss: 0.0503 Epoch 24 Batch 292/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9116, Loss: 0.0389 Epoch 24 Batch 293/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9119, Loss: 0.0399 Epoch 24 Batch 294/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9119, Loss: 0.0371 Epoch 24 Batch 295/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9112, Loss: 0.0451 Epoch 24 Batch 296/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9165, Loss: 0.0371 Epoch 24 Batch 297/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9208, Loss: 0.0431 Epoch 24 Batch 298/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9208, Loss: 0.0454 Epoch 24 Batch 299/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9197, Loss: 0.0457 Epoch 24 Batch 300/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9197, Loss: 0.0326 Epoch 24 Batch 301/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9205, Loss: 0.0372 Epoch 24 Batch 302/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9180, Loss: 0.0360 Epoch 24 Batch 303/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9169, Loss: 0.0413 Epoch 24 Batch 304/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9134, Loss: 0.0436 Epoch 24 Batch 305/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9233, Loss: 0.0403 Epoch 24 Batch 306/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9233, Loss: 0.0499 Epoch 24 Batch 307/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9233, Loss: 0.0391 Epoch 24 Batch 308/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9233, Loss: 0.0424 Epoch 24 Batch 309/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9169, Loss: 0.0287 Epoch 24 Batch 310/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9215, Loss: 0.0405 Epoch 24 Batch 311/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9119, Loss: 0.0335 Epoch 24 Batch 312/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9123, Loss: 0.0471 Epoch 24 Batch 313/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9073, Loss: 0.0283 Epoch 24 Batch 314/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9130, Loss: 0.0434 Epoch 24 Batch 315/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9130, Loss: 0.0338 Epoch 24 Batch 316/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9130, Loss: 0.0404 Epoch 24 Batch 317/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9094, Loss: 0.0448 Epoch 24 Batch 318/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9151, Loss: 0.0321 Epoch 24 Batch 319/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9205, Loss: 0.0474 Epoch 24 Batch 320/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9300, Loss: 0.0532 Epoch 24 Batch 321/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9297, Loss: 0.0379 Epoch 24 Batch 322/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9254, Loss: 0.0372 Epoch 24 Batch 323/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9212, Loss: 0.0368 Epoch 24 Batch 324/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9237, Loss: 0.0355 Epoch 24 Batch 325/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9237, Loss: 0.0385 Epoch 24 Batch 326/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9272, Loss: 0.0344 Epoch 24 Batch 327/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9222, Loss: 0.0475 Epoch 24 Batch 328/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9222, Loss: 0.0481 Epoch 24 Batch 329/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9173, Loss: 0.0406 Epoch 24 Batch 330/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9180, Loss: 0.0401 Epoch 24 Batch 331/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9187, Loss: 0.0393 Epoch 24 Batch 332/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9091, Loss: 0.0279 Epoch 24 Batch 333/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9119, Loss: 0.0346 Epoch 24 Batch 334/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9169, Loss: 0.0371 Epoch 24 Batch 335/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9169, Loss: 0.0363 Epoch 24 Batch 336/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9173, Loss: 0.0713 Epoch 24 Batch 337/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9215, Loss: 0.0439 Epoch 24 Batch 338/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9141, Loss: 0.0554 Epoch 24 Batch 339/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9283, Loss: 0.0320 Epoch 24 Batch 340/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9176, Loss: 0.0380 Epoch 24 Batch 341/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9162, Loss: 0.0541 Epoch 24 Batch 342/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9187, Loss: 0.0336 Epoch 24 Batch 343/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9144, Loss: 0.0432 Epoch 24 Batch 344/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9134, Loss: 0.0380 Epoch 24 Batch 345/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9041, Loss: 0.0383 Epoch 24 Batch 346/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9087, Loss: 0.0397 Epoch 24 Batch 347/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9244, Loss: 0.0301 Epoch 24 Batch 348/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9165, Loss: 0.0388 Epoch 24 Batch 349/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9180, Loss: 0.0384 Epoch 24 Batch 350/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9180, Loss: 0.0400 Epoch 24 Batch 351/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9073, Loss: 0.0414 Epoch 24 Batch 352/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9084, Loss: 0.0303 Epoch 24 Batch 353/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9141, Loss: 0.0413 Epoch 24 Batch 354/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9322, Loss: 0.0503 Epoch 24 Batch 355/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9141, Loss: 0.0381 Epoch 24 Batch 356/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9158, Loss: 0.0415 Epoch 24 Batch 357/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9226, Loss: 0.0473 Epoch 24 Batch 358/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.9197, Loss: 0.0461 Epoch 24 Batch 359/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9315, Loss: 0.0397 Epoch 24 Batch 360/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9318, Loss: 0.0315 Epoch 24 Batch 361/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9368, Loss: 0.0352 Epoch 24 Batch 362/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9339, Loss: 0.0486 Epoch 24 Batch 363/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9386, Loss: 0.0424 Epoch 24 Batch 364/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9393, Loss: 0.0543 Epoch 24 Batch 365/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9276, Loss: 0.0302 Epoch 24 Batch 366/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9268, Loss: 0.0322 Epoch 24 Batch 367/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9173, Loss: 0.0332 Epoch 24 Batch 368/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9165, Loss: 0.0431 Epoch 24 Batch 369/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9165, Loss: 0.0407 Epoch 24 Batch 370/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9173, Loss: 0.0371 Epoch 24 Batch 371/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9169, Loss: 0.0336 Epoch 24 Batch 372/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9148, Loss: 0.0308 Epoch 24 Batch 373/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9155, Loss: 0.0294 Epoch 24 Batch 374/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9002, Loss: 0.0355 Epoch 24 Batch 375/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9094, Loss: 0.0345 Epoch 24 Batch 376/1077 - Train Accuracy: 0.9407, Validation Accuracy: 0.9123, Loss: 0.0431 Epoch 24 Batch 377/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9094, Loss: 0.0369 Epoch 24 Batch 378/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9158, Loss: 0.0302 Epoch 24 Batch 379/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9155, Loss: 0.0471 Epoch 24 Batch 380/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9219, Loss: 0.0356 Epoch 24 Batch 381/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9158, Loss: 0.0476 Epoch 24 Batch 382/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9205, Loss: 0.0532 Epoch 24 Batch 383/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9155, Loss: 0.0435 Epoch 24 Batch 384/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9315, Loss: 0.0323 Epoch 24 Batch 385/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9325, Loss: 0.0284 Epoch 24 Batch 386/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9329, Loss: 0.0347 Epoch 24 Batch 387/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9332, Loss: 0.0399 Epoch 24 Batch 388/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9286, Loss: 0.0537 Epoch 24 Batch 389/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9336, Loss: 0.0390 Epoch 24 Batch 390/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9336, Loss: 0.0501 Epoch 24 Batch 391/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9240, Loss: 0.0415 Epoch 24 Batch 392/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9244, Loss: 0.0480 Epoch 24 Batch 393/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9290, Loss: 0.0364 Epoch 24 Batch 394/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9379, Loss: 0.0377 Epoch 24 Batch 395/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9258, Loss: 0.0374 Epoch 24 Batch 396/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9258, Loss: 0.0435 Epoch 24 Batch 397/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9247, Loss: 0.0414 Epoch 24 Batch 398/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9229, Loss: 0.0409 Epoch 24 Batch 399/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9212, Loss: 0.0377 Epoch 24 Batch 400/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9286, Loss: 0.0423 Epoch 24 Batch 401/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9332, Loss: 0.0311 Epoch 24 Batch 402/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9279, Loss: 0.0300 Epoch 24 Batch 403/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9276, Loss: 0.0486 Epoch 24 Batch 404/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9233, Loss: 0.0379 Epoch 24 Batch 405/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9226, Loss: 0.0450 Epoch 24 Batch 406/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9123, Loss: 0.0355 Epoch 24 Batch 407/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9123, Loss: 0.0402 Epoch 24 Batch 408/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9109, Loss: 0.0426 Epoch 24 Batch 409/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9155, Loss: 0.0377 Epoch 24 Batch 410/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.9212, Loss: 0.0541 Epoch 24 Batch 411/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9190, Loss: 0.0418 Epoch 24 Batch 412/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9251, Loss: 0.0341 Epoch 24 Batch 413/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9091, Loss: 0.0344 Epoch 24 Batch 414/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9201, Loss: 0.0434 Epoch 24 Batch 415/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9155, Loss: 0.0444 Epoch 24 Batch 416/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9254, Loss: 0.0393 Epoch 24 Batch 417/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9304, Loss: 0.0543 Epoch 24 Batch 418/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9205, Loss: 0.0342 Epoch 24 Batch 419/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9208, Loss: 0.0325 Epoch 24 Batch 420/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9286, Loss: 0.0335 Epoch 24 Batch 421/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9286, Loss: 0.0540 Epoch 24 Batch 422/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9286, Loss: 0.0356 Epoch 24 Batch 423/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9237, Loss: 0.0405 Epoch 24 Batch 424/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9183, Loss: 0.0384 Epoch 24 Batch 425/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9212, Loss: 0.0353 Epoch 24 Batch 426/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9137, Loss: 0.0446 Epoch 24 Batch 427/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9130, Loss: 0.0334 Epoch 24 Batch 428/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9080, Loss: 0.0320 Epoch 24 Batch 429/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9183, Loss: 0.0337 Epoch 24 Batch 430/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9208, Loss: 0.0342 Epoch 24 Batch 431/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9119, Loss: 0.0313 Epoch 24 Batch 432/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9130, Loss: 0.0405 Epoch 24 Batch 433/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9180, Loss: 0.0394 Epoch 24 Batch 434/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9134, Loss: 0.0392 Epoch 24 Batch 435/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9112, Loss: 0.0456 Epoch 24 Batch 436/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9126, Loss: 0.0422 Epoch 24 Batch 437/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9109, Loss: 0.0303 Epoch 24 Batch 438/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9176, Loss: 0.0371 Epoch 24 Batch 439/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9087, Loss: 0.0473 Epoch 24 Batch 440/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9112, Loss: 0.0466 Epoch 24 Batch 441/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9112, Loss: 0.0366 Epoch 24 Batch 442/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9173, Loss: 0.0425 Epoch 24 Batch 443/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9265, Loss: 0.0352 Epoch 24 Batch 444/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9322, Loss: 0.0414 Epoch 24 Batch 445/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.9180, Loss: 0.0471 Epoch 24 Batch 446/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9229, Loss: 0.0308 Epoch 24 Batch 447/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9197, Loss: 0.0352 Epoch 24 Batch 448/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9077, Loss: 0.0472 Epoch 24 Batch 449/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.8945, Loss: 0.0483 Epoch 24 Batch 450/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8981, Loss: 0.0430 Epoch 24 Batch 451/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.8938, Loss: 0.0354 Epoch 24 Batch 452/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8885, Loss: 0.0348 Epoch 24 Batch 453/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8956, Loss: 0.0367 Epoch 24 Batch 454/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9013, Loss: 0.0492 Epoch 24 Batch 455/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9109, Loss: 0.0381 Epoch 24 Batch 456/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9151, Loss: 0.0390 Epoch 24 Batch 457/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9180, Loss: 0.0310 Epoch 24 Batch 458/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9279, Loss: 0.0425 Epoch 24 Batch 459/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9183, Loss: 0.0389 Epoch 24 Batch 460/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9229, Loss: 0.0435 Epoch 24 Batch 461/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9205, Loss: 0.0413 Epoch 24 Batch 462/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9233, Loss: 0.0420 Epoch 24 Batch 463/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9290, Loss: 0.0392 Epoch 24 Batch 464/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9254, Loss: 0.0402 Epoch 24 Batch 465/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9258, Loss: 0.0522 Epoch 24 Batch 466/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9201, Loss: 0.0400 Epoch 24 Batch 467/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9229, Loss: 0.0419 Epoch 24 Batch 468/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9304, Loss: 0.0392 Epoch 24 Batch 469/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9233, Loss: 0.0344 Epoch 24 Batch 470/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9233, Loss: 0.0421 Epoch 24 Batch 471/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9237, Loss: 0.0274 Epoch 24 Batch 472/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9286, Loss: 0.0373 Epoch 24 Batch 473/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9251, Loss: 0.0368 Epoch 24 Batch 474/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9283, Loss: 0.0370 Epoch 24 Batch 475/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9279, Loss: 0.0402 Epoch 24 Batch 476/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9297, Loss: 0.0302 Epoch 24 Batch 477/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9283, Loss: 0.0428 Epoch 24 Batch 478/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9300, Loss: 0.0439 Epoch 24 Batch 479/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9300, Loss: 0.0455 Epoch 24 Batch 480/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9254, Loss: 0.0411 Epoch 24 Batch 481/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9254, Loss: 0.0388 Epoch 24 Batch 482/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9258, Loss: 0.0443 Epoch 24 Batch 483/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9357, Loss: 0.0503 Epoch 24 Batch 484/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9205, Loss: 0.0458 Epoch 24 Batch 485/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9300, Loss: 0.0410 Epoch 24 Batch 486/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9364, Loss: 0.0357 Epoch 24 Batch 487/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9386, Loss: 0.0340 Epoch 24 Batch 488/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9332, Loss: 0.0277 Epoch 24 Batch 489/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9222, Loss: 0.0314 Epoch 24 Batch 490/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9201, Loss: 0.0427 Epoch 24 Batch 491/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9158, Loss: 0.0491 Epoch 24 Batch 492/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9119, Loss: 0.0440 Epoch 24 Batch 493/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9112, Loss: 0.0324 Epoch 24 Batch 494/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9176, Loss: 0.0296 Epoch 24 Batch 495/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9254, Loss: 0.0319 Epoch 24 Batch 496/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9336, Loss: 0.0377 Epoch 24 Batch 497/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9329, Loss: 0.0408 Epoch 24 Batch 498/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9265, Loss: 0.0380 Epoch 24 Batch 499/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9244, Loss: 0.0318 Epoch 24 Batch 500/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9222, Loss: 0.0327 Epoch 24 Batch 501/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9329, Loss: 0.0355 Epoch 24 Batch 502/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9375, Loss: 0.0425 Epoch 24 Batch 503/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9325, Loss: 0.0330 Epoch 24 Batch 504/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9371, Loss: 0.0382 Epoch 24 Batch 505/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9343, Loss: 0.0285 Epoch 24 Batch 506/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9343, Loss: 0.0428 Epoch 24 Batch 507/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9283, Loss: 0.0405 Epoch 24 Batch 508/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9233, Loss: 0.0351 Epoch 24 Batch 509/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9205, Loss: 0.0433 Epoch 24 Batch 510/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9084, Loss: 0.0344 Epoch 24 Batch 511/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9059, Loss: 0.0414 Epoch 24 Batch 512/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9098, Loss: 0.0296 Epoch 24 Batch 513/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9052, Loss: 0.0408 Epoch 24 Batch 514/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9048, Loss: 0.0354 Epoch 24 Batch 515/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9052, Loss: 0.0400 Epoch 24 Batch 516/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9020, Loss: 0.0369 Epoch 24 Batch 517/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9020, Loss: 0.0448 Epoch 24 Batch 518/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9091, Loss: 0.0371 Epoch 24 Batch 519/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9141, Loss: 0.0374 Epoch 24 Batch 520/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9190, Loss: 0.0303 Epoch 24 Batch 521/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9240, Loss: 0.0364 Epoch 24 Batch 522/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9276, Loss: 0.0531 Epoch 24 Batch 523/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9265, Loss: 0.0432 Epoch 24 Batch 524/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9283, Loss: 0.0430 Epoch 24 Batch 525/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9265, Loss: 0.0341 Epoch 24 Batch 526/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9297, Loss: 0.0361 Epoch 24 Batch 527/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9190, Loss: 0.0361 Epoch 24 Batch 528/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9290, Loss: 0.0360 Epoch 24 Batch 529/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9329, Loss: 0.0370 Epoch 24 Batch 530/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9382, Loss: 0.0397 Epoch 24 Batch 531/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9336, Loss: 0.0411 Epoch 24 Batch 532/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9233, Loss: 0.0502 Epoch 24 Batch 533/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9244, Loss: 0.0387 Epoch 24 Batch 534/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9197, Loss: 0.0490 Epoch 24 Batch 535/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9197, Loss: 0.0391 Epoch 24 Batch 536/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9244, Loss: 0.0450 Epoch 24 Batch 537/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9293, Loss: 0.0347 Epoch 24 Batch 538/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9343, Loss: 0.0349 Epoch 24 Batch 539/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9286, Loss: 0.0515 Epoch 24 Batch 540/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9279, Loss: 0.0357 Epoch 24 Batch 541/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9265, Loss: 0.0362 Epoch 24 Batch 542/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9325, Loss: 0.0364 Epoch 24 Batch 543/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9403, Loss: 0.0349 Epoch 24 Batch 544/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9400, Loss: 0.0253 Epoch 24 Batch 545/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9258, Loss: 0.0389 Epoch 24 Batch 546/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9148, Loss: 0.0459 Epoch 24 Batch 547/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9141, Loss: 0.0329 Epoch 24 Batch 548/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9151, Loss: 0.0541 Epoch 24 Batch 549/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9183, Loss: 0.0494 Epoch 24 Batch 550/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9183, Loss: 0.0387 Epoch 24 Batch 551/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9240, Loss: 0.0435 Epoch 24 Batch 552/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9244, Loss: 0.0471 Epoch 24 Batch 553/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9258, Loss: 0.0495 Epoch 24 Batch 554/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9212, Loss: 0.0341 Epoch 24 Batch 555/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9109, Loss: 0.0394 Epoch 24 Batch 556/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9105, Loss: 0.0320 Epoch 24 Batch 557/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9080, Loss: 0.0350 Epoch 24 Batch 558/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9158, Loss: 0.0326 Epoch 24 Batch 559/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9158, Loss: 0.0403 Epoch 24 Batch 560/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9205, Loss: 0.0411 Epoch 24 Batch 561/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9201, Loss: 0.0379 Epoch 24 Batch 562/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9201, Loss: 0.0348 Epoch 24 Batch 563/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9155, Loss: 0.0463 Epoch 24 Batch 564/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9148, Loss: 0.0477 Epoch 24 Batch 565/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9091, Loss: 0.0471 Epoch 24 Batch 566/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9134, Loss: 0.0439 Epoch 24 Batch 567/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9134, Loss: 0.0416 Epoch 24 Batch 568/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9187, Loss: 0.0363 Epoch 24 Batch 569/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9162, Loss: 0.0455 Epoch 24 Batch 570/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.9112, Loss: 0.0448 Epoch 24 Batch 571/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9123, Loss: 0.0337 Epoch 24 Batch 572/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9148, Loss: 0.0411 Epoch 24 Batch 573/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9155, Loss: 0.0608 Epoch 24 Batch 574/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9105, Loss: 0.0405 Epoch 24 Batch 575/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9222, Loss: 0.0317 Epoch 24 Batch 576/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9212, Loss: 0.0371 Epoch 24 Batch 577/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9329, Loss: 0.0404 Epoch 24 Batch 578/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9276, Loss: 0.0369 Epoch 24 Batch 579/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9357, Loss: 0.0371 Epoch 24 Batch 580/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9283, Loss: 0.0310 Epoch 24 Batch 581/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9208, Loss: 0.0310 Epoch 24 Batch 582/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9183, Loss: 0.0370 Epoch 24 Batch 583/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9272, Loss: 0.0489 Epoch 24 Batch 584/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9343, Loss: 0.0406 Epoch 24 Batch 585/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9293, Loss: 0.0282 Epoch 24 Batch 586/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9297, Loss: 0.0320 Epoch 24 Batch 587/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9300, Loss: 0.0389 Epoch 24 Batch 588/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9336, Loss: 0.0339 Epoch 24 Batch 589/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9265, Loss: 0.0317 Epoch 24 Batch 590/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9286, Loss: 0.0490 Epoch 24 Batch 591/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9244, Loss: 0.0395 Epoch 24 Batch 592/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9247, Loss: 0.0419 Epoch 24 Batch 593/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9226, Loss: 0.0545 Epoch 24 Batch 594/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9109, Loss: 0.0436 Epoch 24 Batch 595/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9134, Loss: 0.0347 Epoch 24 Batch 596/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9134, Loss: 0.0410 Epoch 24 Batch 597/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9173, Loss: 0.0373 Epoch 24 Batch 598/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9219, Loss: 0.0398 Epoch 24 Batch 599/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9251, Loss: 0.0593 Epoch 24 Batch 600/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9222, Loss: 0.0464 Epoch 24 Batch 601/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9212, Loss: 0.0416 Epoch 24 Batch 602/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9261, Loss: 0.0386 Epoch 24 Batch 603/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9325, Loss: 0.0447 Epoch 24 Batch 604/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9329, Loss: 0.0599 Epoch 24 Batch 605/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9322, Loss: 0.0526 Epoch 24 Batch 606/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9194, Loss: 0.0318 Epoch 24 Batch 607/1077 - Train Accuracy: 0.9357, Validation Accuracy: 0.9251, Loss: 0.0473 Epoch 24 Batch 608/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9283, Loss: 0.0460 Epoch 24 Batch 609/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9300, Loss: 0.0456 Epoch 24 Batch 610/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9187, Loss: 0.0447 Epoch 24 Batch 611/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9265, Loss: 0.0400 Epoch 24 Batch 612/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9229, Loss: 0.0311 Epoch 24 Batch 613/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9229, Loss: 0.0515 Epoch 24 Batch 614/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9180, Loss: 0.0412 Epoch 24 Batch 615/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9226, Loss: 0.0333 Epoch 24 Batch 616/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9240, Loss: 0.0377 Epoch 24 Batch 617/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9244, Loss: 0.0347 Epoch 24 Batch 618/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9315, Loss: 0.0430 Epoch 24 Batch 619/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9361, Loss: 0.0335 Epoch 24 Batch 620/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9311, Loss: 0.0330 Epoch 24 Batch 621/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9265, Loss: 0.0409 Epoch 24 Batch 622/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9361, Loss: 0.0460 Epoch 24 Batch 623/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9311, Loss: 0.0495 Epoch 24 Batch 624/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9247, Loss: 0.0483 Epoch 24 Batch 625/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9197, Loss: 0.0379 Epoch 24 Batch 626/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9201, Loss: 0.0308 Epoch 24 Batch 627/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9254, Loss: 0.0326 Epoch 24 Batch 628/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9254, Loss: 0.0417 Epoch 24 Batch 629/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9233, Loss: 0.0428 Epoch 24 Batch 630/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9290, Loss: 0.0358 Epoch 24 Batch 631/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9325, Loss: 0.0441 Epoch 24 Batch 632/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9322, Loss: 0.0386 Epoch 24 Batch 633/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9265, Loss: 0.0388 Epoch 24 Batch 634/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9347, Loss: 0.0299 Epoch 24 Batch 635/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9325, Loss: 0.0463 Epoch 24 Batch 636/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9276, Loss: 0.0348 Epoch 24 Batch 637/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9244, Loss: 0.0400 Epoch 24 Batch 638/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9201, Loss: 0.0343 Epoch 24 Batch 639/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9222, Loss: 0.0413 Epoch 24 Batch 640/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9180, Loss: 0.0330 Epoch 24 Batch 641/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9112, Loss: 0.0348 Epoch 24 Batch 642/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9130, Loss: 0.0357 Epoch 24 Batch 643/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9137, Loss: 0.0349 Epoch 24 Batch 644/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9134, Loss: 0.0383 Epoch 24 Batch 645/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9187, Loss: 0.0426 Epoch 24 Batch 646/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9258, Loss: 0.0343 Epoch 24 Batch 647/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9194, Loss: 0.0454 Epoch 24 Batch 648/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9194, Loss: 0.0310 Epoch 24 Batch 649/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9219, Loss: 0.0374 Epoch 24 Batch 650/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9276, Loss: 0.0346 Epoch 24 Batch 651/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9276, Loss: 0.0367 Epoch 24 Batch 652/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9272, Loss: 0.0382 Epoch 24 Batch 653/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0436 Epoch 24 Batch 654/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9339, Loss: 0.0371 Epoch 24 Batch 655/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9336, Loss: 0.0557 Epoch 24 Batch 656/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9247, Loss: 0.0369 Epoch 24 Batch 657/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9208, Loss: 0.0449 Epoch 24 Batch 658/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9237, Loss: 0.0264 Epoch 24 Batch 659/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9187, Loss: 0.0456 Epoch 24 Batch 660/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9187, Loss: 0.0370 Epoch 24 Batch 661/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9226, Loss: 0.0403 Epoch 24 Batch 662/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9180, Loss: 0.0385 Epoch 24 Batch 663/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9226, Loss: 0.0375 Epoch 24 Batch 664/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9283, Loss: 0.0386 Epoch 24 Batch 665/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9233, Loss: 0.0337 Epoch 24 Batch 666/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9226, Loss: 0.0492 Epoch 24 Batch 667/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9240, Loss: 0.0471 Epoch 24 Batch 668/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9286, Loss: 0.0373 Epoch 24 Batch 669/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9194, Loss: 0.0323 Epoch 24 Batch 670/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9237, Loss: 0.0375 Epoch 24 Batch 671/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9219, Loss: 0.0382 Epoch 24 Batch 672/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9173, Loss: 0.0342 Epoch 24 Batch 673/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9251, Loss: 0.0401 Epoch 24 Batch 674/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9261, Loss: 0.0352 Epoch 24 Batch 675/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9304, Loss: 0.0420 Epoch 24 Batch 676/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9375, Loss: 0.0369 Epoch 24 Batch 677/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9379, Loss: 0.0459 Epoch 24 Batch 678/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9375, Loss: 0.0337 Epoch 24 Batch 679/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9276, Loss: 0.0365 Epoch 24 Batch 680/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9325, Loss: 0.0422 Epoch 24 Batch 681/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9300, Loss: 0.0376 Epoch 24 Batch 682/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.9194, Loss: 0.0395 Epoch 24 Batch 683/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9272, Loss: 0.0379 Epoch 24 Batch 684/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9272, Loss: 0.0318 Epoch 24 Batch 685/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9276, Loss: 0.0432 Epoch 24 Batch 686/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9219, Loss: 0.0351 Epoch 24 Batch 687/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9318, Loss: 0.0407 Epoch 24 Batch 688/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9261, Loss: 0.0361 Epoch 24 Batch 689/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9315, Loss: 0.0288 Epoch 24 Batch 690/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9265, Loss: 0.0431 Epoch 24 Batch 691/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9268, Loss: 0.0385 Epoch 24 Batch 692/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9386, Loss: 0.0305 Epoch 24 Batch 693/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9386, Loss: 0.0600 Epoch 24 Batch 694/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9382, Loss: 0.0381 Epoch 24 Batch 695/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9389, Loss: 0.0386 Epoch 24 Batch 696/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9485, Loss: 0.0372 Epoch 24 Batch 697/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9361, Loss: 0.0325 Epoch 24 Batch 698/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9364, Loss: 0.0358 Epoch 24 Batch 699/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9315, Loss: 0.0338 Epoch 24 Batch 700/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9375, Loss: 0.0354 Epoch 24 Batch 701/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9347, Loss: 0.0443 Epoch 24 Batch 702/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9325, Loss: 0.0480 Epoch 24 Batch 703/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9354, Loss: 0.0391 Epoch 24 Batch 704/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9418, Loss: 0.0527 Epoch 24 Batch 705/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9439, Loss: 0.0431 Epoch 24 Batch 706/1077 - Train Accuracy: 0.9022, Validation Accuracy: 0.9308, Loss: 0.0557 Epoch 24 Batch 707/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9279, Loss: 0.0415 Epoch 24 Batch 708/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9254, Loss: 0.0393 Epoch 24 Batch 709/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9112, Loss: 0.0467 Epoch 24 Batch 710/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9112, Loss: 0.0257 Epoch 24 Batch 711/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9098, Loss: 0.0478 Epoch 24 Batch 712/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9144, Loss: 0.0301 Epoch 24 Batch 713/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9077, Loss: 0.0310 Epoch 24 Batch 714/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9098, Loss: 0.0396 Epoch 24 Batch 715/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9048, Loss: 0.0400 Epoch 24 Batch 716/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9038, Loss: 0.0314 Epoch 24 Batch 717/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9055, Loss: 0.0312 Epoch 24 Batch 718/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9105, Loss: 0.0377 Epoch 24 Batch 719/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9109, Loss: 0.0420 Epoch 24 Batch 720/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9084, Loss: 0.0427 Epoch 24 Batch 721/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9116, Loss: 0.0412 Epoch 24 Batch 722/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9112, Loss: 0.0323 Epoch 24 Batch 723/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9169, Loss: 0.0401 Epoch 24 Batch 724/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9176, Loss: 0.0394 Epoch 24 Batch 725/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9151, Loss: 0.0329 Epoch 24 Batch 726/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9148, Loss: 0.0367 Epoch 24 Batch 727/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9208, Loss: 0.0322 Epoch 24 Batch 728/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0484 Epoch 24 Batch 729/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9283, Loss: 0.0473 Epoch 24 Batch 730/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9293, Loss: 0.0530 Epoch 24 Batch 731/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9229, Loss: 0.0372 Epoch 24 Batch 732/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9226, Loss: 0.0464 Epoch 24 Batch 733/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9233, Loss: 0.0424 Epoch 24 Batch 734/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9212, Loss: 0.0399 Epoch 24 Batch 735/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9201, Loss: 0.0316 Epoch 24 Batch 736/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9130, Loss: 0.0354 Epoch 24 Batch 737/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9148, Loss: 0.0421 Epoch 24 Batch 738/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9105, Loss: 0.0283 Epoch 24 Batch 739/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9102, Loss: 0.0391 Epoch 24 Batch 740/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9162, Loss: 0.0301 Epoch 24 Batch 741/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9219, Loss: 0.0421 Epoch 24 Batch 742/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9283, Loss: 0.0365 Epoch 24 Batch 743/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9297, Loss: 0.0425 Epoch 24 Batch 744/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9190, Loss: 0.0382 Epoch 24 Batch 745/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9173, Loss: 0.0431 Epoch 24 Batch 746/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9190, Loss: 0.0317 Epoch 24 Batch 747/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9173, Loss: 0.0345 Epoch 24 Batch 748/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9190, Loss: 0.0312 Epoch 24 Batch 749/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9119, Loss: 0.0336 Epoch 24 Batch 750/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9134, Loss: 0.0371 Epoch 24 Batch 751/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9155, Loss: 0.0463 Epoch 24 Batch 752/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9116, Loss: 0.0407 Epoch 24 Batch 753/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9116, Loss: 0.0366 Epoch 24 Batch 754/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9261, Loss: 0.0455 Epoch 24 Batch 755/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9244, Loss: 0.0440 Epoch 24 Batch 756/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9169, Loss: 0.0357 Epoch 24 Batch 757/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9212, Loss: 0.0392 Epoch 24 Batch 758/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9215, Loss: 0.0316 Epoch 24 Batch 759/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9265, Loss: 0.0339 Epoch 24 Batch 760/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9336, Loss: 0.0470 Epoch 24 Batch 761/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9286, Loss: 0.0372 Epoch 24 Batch 762/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9265, Loss: 0.0325 Epoch 24 Batch 763/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9137, Loss: 0.0440 Epoch 24 Batch 764/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9215, Loss: 0.0418 Epoch 24 Batch 765/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9233, Loss: 0.0478 Epoch 24 Batch 766/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9233, Loss: 0.0446 Epoch 24 Batch 767/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9233, Loss: 0.0400 Epoch 24 Batch 768/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9371, Loss: 0.0387 Epoch 24 Batch 769/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9347, Loss: 0.0408 Epoch 24 Batch 770/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9339, Loss: 0.0353 Epoch 24 Batch 771/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9371, Loss: 0.0346 Epoch 24 Batch 772/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9428, Loss: 0.0320 Epoch 24 Batch 773/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9432, Loss: 0.0337 Epoch 24 Batch 774/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9474, Loss: 0.0380 Epoch 24 Batch 775/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9460, Loss: 0.0387 Epoch 24 Batch 776/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9361, Loss: 0.0346 Epoch 24 Batch 777/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9361, Loss: 0.0352 Epoch 24 Batch 778/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9343, Loss: 0.0413 Epoch 24 Batch 779/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9279, Loss: 0.0357 Epoch 24 Batch 780/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9251, Loss: 0.0514 Epoch 24 Batch 781/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9226, Loss: 0.0279 Epoch 24 Batch 782/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9158, Loss: 0.0392 Epoch 24 Batch 783/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9325, Loss: 0.0448 Epoch 24 Batch 784/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9251, Loss: 0.0249 Epoch 24 Batch 785/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9229, Loss: 0.0329 Epoch 24 Batch 786/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9229, Loss: 0.0390 Epoch 24 Batch 787/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9244, Loss: 0.0418 Epoch 24 Batch 788/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9219, Loss: 0.0382 Epoch 24 Batch 789/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9208, Loss: 0.0417 Epoch 24 Batch 790/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9162, Loss: 0.0417 Epoch 24 Batch 791/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9162, Loss: 0.0426 Epoch 24 Batch 792/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9212, Loss: 0.0407 Epoch 24 Batch 793/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9134, Loss: 0.0374 Epoch 24 Batch 794/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9162, Loss: 0.0326 Epoch 24 Batch 795/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9162, Loss: 0.0469 Epoch 24 Batch 796/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9165, Loss: 0.0377 Epoch 24 Batch 797/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9123, Loss: 0.0363 Epoch 24 Batch 798/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9197, Loss: 0.0407 Epoch 24 Batch 799/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9205, Loss: 0.0505 Epoch 24 Batch 800/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9233, Loss: 0.0345 Epoch 24 Batch 801/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9247, Loss: 0.0390 Epoch 24 Batch 802/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9226, Loss: 0.0398 Epoch 24 Batch 803/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9222, Loss: 0.0401 Epoch 24 Batch 804/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9222, Loss: 0.0292 Epoch 24 Batch 805/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9215, Loss: 0.0419 Epoch 24 Batch 806/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9180, Loss: 0.0343 Epoch 24 Batch 807/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9180, Loss: 0.0325 Epoch 24 Batch 808/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9148, Loss: 0.0522 Epoch 24 Batch 809/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9151, Loss: 0.0605 Epoch 24 Batch 810/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9197, Loss: 0.0332 Epoch 24 Batch 811/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9197, Loss: 0.0356 Epoch 24 Batch 812/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9265, Loss: 0.0374 Epoch 24 Batch 813/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9272, Loss: 0.0389 Epoch 24 Batch 814/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9258, Loss: 0.0409 Epoch 24 Batch 815/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9187, Loss: 0.0445 Epoch 24 Batch 816/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9222, Loss: 0.0382 Epoch 24 Batch 817/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9272, Loss: 0.0441 Epoch 24 Batch 818/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9339, Loss: 0.0398 Epoch 24 Batch 819/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9244, Loss: 0.0402 Epoch 24 Batch 820/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9247, Loss: 0.0381 Epoch 24 Batch 821/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9180, Loss: 0.0364 Epoch 24 Batch 822/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9219, Loss: 0.0346 Epoch 24 Batch 823/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9339, Loss: 0.0386 Epoch 24 Batch 824/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9290, Loss: 0.0424 Epoch 24 Batch 825/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9315, Loss: 0.0314 Epoch 24 Batch 826/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9343, Loss: 0.0368 Epoch 24 Batch 827/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9329, Loss: 0.0399 Epoch 24 Batch 828/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9325, Loss: 0.0329 Epoch 24 Batch 829/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9279, Loss: 0.0504 Epoch 24 Batch 830/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.9308, Loss: 0.0439 Epoch 24 Batch 831/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9254, Loss: 0.0372 Epoch 24 Batch 832/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9276, Loss: 0.0336 Epoch 24 Batch 833/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9251, Loss: 0.0467 Epoch 24 Batch 834/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9251, Loss: 0.0377 Epoch 24 Batch 835/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9187, Loss: 0.0424 Epoch 24 Batch 836/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9265, Loss: 0.0384 Epoch 24 Batch 837/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9322, Loss: 0.0442 Epoch 24 Batch 838/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9418, Loss: 0.0381 Epoch 24 Batch 839/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9435, Loss: 0.0306 Epoch 24 Batch 840/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9393, Loss: 0.0366 Epoch 24 Batch 841/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9237, Loss: 0.0565 Epoch 24 Batch 842/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9237, Loss: 0.0334 Epoch 24 Batch 843/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9222, Loss: 0.0330 Epoch 24 Batch 844/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9226, Loss: 0.0336 Epoch 24 Batch 845/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9162, Loss: 0.0362 Epoch 24 Batch 846/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9208, Loss: 0.0529 Epoch 24 Batch 847/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9201, Loss: 0.0450 Epoch 24 Batch 848/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9364, Loss: 0.0360 Epoch 24 Batch 849/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9446, Loss: 0.0309 Epoch 24 Batch 850/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9297, Loss: 0.0569 Epoch 24 Batch 851/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9350, Loss: 0.0540 Epoch 24 Batch 852/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9318, Loss: 0.0596 Epoch 24 Batch 853/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9318, Loss: 0.0397 Epoch 24 Batch 854/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9336, Loss: 0.0462 Epoch 24 Batch 855/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9375, Loss: 0.0472 Epoch 24 Batch 856/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9300, Loss: 0.0401 Epoch 24 Batch 857/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9343, Loss: 0.0333 Epoch 24 Batch 858/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9343, Loss: 0.0374 Epoch 24 Batch 859/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9339, Loss: 0.0354 Epoch 24 Batch 860/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9290, Loss: 0.0387 Epoch 24 Batch 861/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9173, Loss: 0.0345 Epoch 24 Batch 862/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9165, Loss: 0.0413 Epoch 24 Batch 863/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9194, Loss: 0.0361 Epoch 24 Batch 864/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9190, Loss: 0.0364 Epoch 24 Batch 865/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9240, Loss: 0.0368 Epoch 24 Batch 866/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9311, Loss: 0.0416 Epoch 24 Batch 867/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9325, Loss: 0.0780 Epoch 24 Batch 868/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9297, Loss: 0.0435 Epoch 24 Batch 869/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9343, Loss: 0.0326 Epoch 24 Batch 870/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9325, Loss: 0.0373 Epoch 24 Batch 871/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9276, Loss: 0.0347 Epoch 24 Batch 872/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9293, Loss: 0.0385 Epoch 24 Batch 873/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9343, Loss: 0.0387 Epoch 24 Batch 874/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9442, Loss: 0.0405 Epoch 24 Batch 875/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9421, Loss: 0.0381 Epoch 24 Batch 876/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9371, Loss: 0.0300 Epoch 24 Batch 877/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9300, Loss: 0.0343 Epoch 24 Batch 878/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9347, Loss: 0.0332 Epoch 24 Batch 879/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9315, Loss: 0.0277 Epoch 24 Batch 880/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9322, Loss: 0.0449 Epoch 24 Batch 881/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9226, Loss: 0.0371 Epoch 24 Batch 882/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9215, Loss: 0.0410 Epoch 24 Batch 883/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9325, Loss: 0.0510 Epoch 24 Batch 884/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9318, Loss: 0.0420 Epoch 24 Batch 885/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9318, Loss: 0.0272 Epoch 24 Batch 886/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9375, Loss: 0.0325 Epoch 24 Batch 887/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9325, Loss: 0.0482 Epoch 24 Batch 888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9233, Loss: 0.0435 Epoch 24 Batch 889/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9276, Loss: 0.0381 Epoch 24 Batch 890/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9290, Loss: 0.0443 Epoch 24 Batch 891/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9315, Loss: 0.0392 Epoch 24 Batch 892/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9208, Loss: 0.0386 Epoch 24 Batch 893/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9268, Loss: 0.0397 Epoch 24 Batch 894/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9219, Loss: 0.0326 Epoch 24 Batch 895/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9219, Loss: 0.0344 Epoch 24 Batch 896/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9233, Loss: 0.0366 Epoch 24 Batch 897/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9226, Loss: 0.0301 Epoch 24 Batch 898/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9268, Loss: 0.0354 Epoch 24 Batch 899/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9254, Loss: 0.0428 Epoch 24 Batch 900/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9300, Loss: 0.0441 Epoch 24 Batch 901/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9322, Loss: 0.0520 Epoch 24 Batch 902/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9364, Loss: 0.0450 Epoch 24 Batch 903/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9244, Loss: 0.0362 Epoch 24 Batch 904/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9379, Loss: 0.0327 Epoch 24 Batch 905/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9350, Loss: 0.0340 Epoch 24 Batch 906/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9379, Loss: 0.0357 Epoch 24 Batch 907/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9293, Loss: 0.0390 Epoch 24 Batch 908/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9268, Loss: 0.0397 Epoch 24 Batch 909/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9293, Loss: 0.0464 Epoch 24 Batch 910/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9265, Loss: 0.0406 Epoch 24 Batch 911/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9176, Loss: 0.0497 Epoch 24 Batch 912/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9190, Loss: 0.0417 Epoch 24 Batch 913/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9240, Loss: 0.0518 Epoch 24 Batch 914/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9286, Loss: 0.0720 Epoch 24 Batch 915/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9286, Loss: 0.0341 Epoch 24 Batch 916/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9244, Loss: 0.0396 Epoch 24 Batch 917/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9347, Loss: 0.0402 Epoch 24 Batch 918/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9300, Loss: 0.0345 Epoch 24 Batch 919/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9322, Loss: 0.0300 Epoch 24 Batch 920/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9336, Loss: 0.0311 Epoch 24 Batch 921/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9286, Loss: 0.0399 Epoch 24 Batch 922/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9290, Loss: 0.0373 Epoch 24 Batch 923/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9276, Loss: 0.0272 Epoch 24 Batch 924/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9165, Loss: 0.0477 Epoch 24 Batch 925/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9339, Loss: 0.0335 Epoch 24 Batch 926/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9332, Loss: 0.0465 Epoch 24 Batch 927/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9329, Loss: 0.0496 Epoch 24 Batch 928/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9290, Loss: 0.0385 Epoch 24 Batch 929/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9190, Loss: 0.0386 Epoch 24 Batch 930/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9190, Loss: 0.0312 Epoch 24 Batch 931/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9151, Loss: 0.0373 Epoch 24 Batch 932/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9219, Loss: 0.0346 Epoch 24 Batch 933/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9272, Loss: 0.0331 Epoch 24 Batch 934/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9332, Loss: 0.0328 Epoch 24 Batch 935/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9283, Loss: 0.0390 Epoch 24 Batch 936/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9279, Loss: 0.0424 Epoch 24 Batch 937/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9237, Loss: 0.0566 Epoch 24 Batch 938/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9268, Loss: 0.0386 Epoch 24 Batch 939/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9258, Loss: 0.0445 Epoch 24 Batch 940/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9254, Loss: 0.0354 Epoch 24 Batch 941/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9258, Loss: 0.0327 Epoch 24 Batch 942/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9300, Loss: 0.0458 Epoch 24 Batch 943/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9286, Loss: 0.0400 Epoch 24 Batch 944/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9290, Loss: 0.0338 Epoch 24 Batch 945/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9290, Loss: 0.0338 Epoch 24 Batch 946/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9290, Loss: 0.0286 Epoch 24 Batch 947/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.9375, Loss: 0.0464 Epoch 24 Batch 948/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9325, Loss: 0.0359 Epoch 24 Batch 949/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9276, Loss: 0.0296 Epoch 24 Batch 950/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9197, Loss: 0.0332 Epoch 24 Batch 951/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9197, Loss: 0.0427 Epoch 24 Batch 952/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9251, Loss: 0.0313 Epoch 24 Batch 953/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9219, Loss: 0.0290 Epoch 24 Batch 954/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9283, Loss: 0.0437 Epoch 24 Batch 955/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9290, Loss: 0.0451 Epoch 24 Batch 956/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9290, Loss: 0.0378 Epoch 24 Batch 957/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9244, Loss: 0.0255 Epoch 24 Batch 958/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9293, Loss: 0.0421 Epoch 24 Batch 959/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9244, Loss: 0.0421 Epoch 24 Batch 960/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9197, Loss: 0.0354 Epoch 24 Batch 961/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9169, Loss: 0.0307 Epoch 24 Batch 962/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9165, Loss: 0.0405 Epoch 24 Batch 963/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9254, Loss: 0.0475 Epoch 24 Batch 964/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9332, Loss: 0.0314 Epoch 24 Batch 965/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9428, Loss: 0.0483 Epoch 24 Batch 966/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9439, Loss: 0.0305 Epoch 24 Batch 967/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9379, Loss: 0.0415 Epoch 24 Batch 968/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9418, Loss: 0.0453 Epoch 24 Batch 969/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9379, Loss: 0.0492 Epoch 24 Batch 970/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9329, Loss: 0.0402 Epoch 24 Batch 971/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9251, Loss: 0.0452 Epoch 24 Batch 972/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9304, Loss: 0.0440 Epoch 24 Batch 973/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9283, Loss: 0.0276 Epoch 24 Batch 974/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9254, Loss: 0.0356 Epoch 24 Batch 975/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9197, Loss: 0.0333 Epoch 24 Batch 976/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9148, Loss: 0.0293 Epoch 24 Batch 977/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9148, Loss: 0.0284 Epoch 24 Batch 978/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9194, Loss: 0.0362 Epoch 24 Batch 979/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9158, Loss: 0.0366 Epoch 24 Batch 980/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9144, Loss: 0.0400 Epoch 24 Batch 981/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9151, Loss: 0.0407 Epoch 24 Batch 982/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9187, Loss: 0.0406 Epoch 24 Batch 983/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9244, Loss: 0.0366 Epoch 24 Batch 984/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9201, Loss: 0.0459 Epoch 24 Batch 985/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9197, Loss: 0.0330 Epoch 24 Batch 986/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9102, Loss: 0.0386 Epoch 24 Batch 987/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9173, Loss: 0.0352 Epoch 24 Batch 988/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9215, Loss: 0.0437 Epoch 24 Batch 989/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9219, Loss: 0.0427 Epoch 24 Batch 990/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9222, Loss: 0.0424 Epoch 24 Batch 991/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9222, Loss: 0.0360 Epoch 24 Batch 992/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9229, Loss: 0.0445 Epoch 24 Batch 993/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9251, Loss: 0.0290 Epoch 24 Batch 994/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9297, Loss: 0.0317 Epoch 24 Batch 995/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9300, Loss: 0.0340 Epoch 24 Batch 996/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9403, Loss: 0.0343 Epoch 24 Batch 997/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9368, Loss: 0.0396 Epoch 24 Batch 998/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9343, Loss: 0.0333 Epoch 24 Batch 999/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9219, Loss: 0.0458 Epoch 24 Batch 1000/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9194, Loss: 0.0354 Epoch 24 Batch 1001/1077 - Train Accuracy: 0.9251, Validation Accuracy: 0.9190, Loss: 0.0283 Epoch 24 Batch 1002/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9272, Loss: 0.0294 Epoch 24 Batch 1003/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9222, Loss: 0.0365 Epoch 24 Batch 1004/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9297, Loss: 0.0371 Epoch 24 Batch 1005/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9254, Loss: 0.0417 Epoch 24 Batch 1006/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9215, Loss: 0.0314 Epoch 24 Batch 1007/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9304, Loss: 0.0291 Epoch 24 Batch 1008/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9244, Loss: 0.0372 Epoch 24 Batch 1009/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9268, Loss: 0.0269 Epoch 24 Batch 1010/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9261, Loss: 0.0337 Epoch 24 Batch 1011/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9197, Loss: 0.0356 Epoch 24 Batch 1012/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9197, Loss: 0.0265 Epoch 24 Batch 1013/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9339, Loss: 0.0268 Epoch 24 Batch 1014/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9311, Loss: 0.0331 Epoch 24 Batch 1015/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9304, Loss: 0.0439 Epoch 24 Batch 1016/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9304, Loss: 0.0383 Epoch 24 Batch 1017/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9400, Loss: 0.0327 Epoch 24 Batch 1018/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9350, Loss: 0.0420 Epoch 24 Batch 1019/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9375, Loss: 0.0467 Epoch 24 Batch 1020/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9279, Loss: 0.0300 Epoch 24 Batch 1021/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9311, Loss: 0.0389 Epoch 24 Batch 1022/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9311, Loss: 0.0332 Epoch 24 Batch 1023/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9357, Loss: 0.0366 Epoch 24 Batch 1024/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9329, Loss: 0.0435 Epoch 24 Batch 1025/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9229, Loss: 0.0340 Epoch 24 Batch 1026/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9144, Loss: 0.0434 Epoch 24 Batch 1027/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9148, Loss: 0.0356 Epoch 24 Batch 1028/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9197, Loss: 0.0356 Epoch 24 Batch 1029/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9197, Loss: 0.0297 Epoch 24 Batch 1030/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9261, Loss: 0.0372 Epoch 24 Batch 1031/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9201, Loss: 0.0405 Epoch 24 Batch 1032/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9240, Loss: 0.0391 Epoch 24 Batch 1033/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9240, Loss: 0.0418 Epoch 24 Batch 1034/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9332, Loss: 0.0371 Epoch 24 Batch 1035/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9332, Loss: 0.0282 Epoch 24 Batch 1036/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9354, Loss: 0.0558 Epoch 24 Batch 1037/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9293, Loss: 0.0378 Epoch 24 Batch 1038/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9276, Loss: 0.0446 Epoch 24 Batch 1039/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9205, Loss: 0.0349 Epoch 24 Batch 1040/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9176, Loss: 0.0382 Epoch 24 Batch 1041/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9158, Loss: 0.0470 Epoch 24 Batch 1042/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9237, Loss: 0.0389 Epoch 24 Batch 1043/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9311, Loss: 0.0587 Epoch 24 Batch 1044/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9268, Loss: 0.0444 Epoch 24 Batch 1045/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9130, Loss: 0.0404 Epoch 24 Batch 1046/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9180, Loss: 0.0344 Epoch 24 Batch 1047/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9219, Loss: 0.0353 Epoch 24 Batch 1048/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9311, Loss: 0.0400 Epoch 24 Batch 1049/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9347, Loss: 0.0439 Epoch 24 Batch 1050/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9347, Loss: 0.0300 Epoch 24 Batch 1051/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9315, Loss: 0.0501 Epoch 24 Batch 1052/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9350, Loss: 0.0347 Epoch 24 Batch 1053/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9343, Loss: 0.0382 Epoch 24 Batch 1054/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9286, Loss: 0.0356 Epoch 24 Batch 1055/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9268, Loss: 0.0502 Epoch 24 Batch 1056/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9343, Loss: 0.0314 Epoch 24 Batch 1057/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9286, Loss: 0.0382 Epoch 24 Batch 1058/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9286, Loss: 0.0394 Epoch 24 Batch 1059/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9148, Loss: 0.0479 Epoch 24 Batch 1060/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9201, Loss: 0.0333 Epoch 24 Batch 1061/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9190, Loss: 0.0543 Epoch 24 Batch 1062/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9219, Loss: 0.0514 Epoch 24 Batch 1063/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9165, Loss: 0.0412 Epoch 24 Batch 1064/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9357, Loss: 0.0415 Epoch 24 Batch 1065/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9407, Loss: 0.0421 Epoch 24 Batch 1066/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9460, Loss: 0.0321 Epoch 24 Batch 1067/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9371, Loss: 0.0440 Epoch 24 Batch 1068/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0336 Epoch 24 Batch 1069/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9329, Loss: 0.0311 Epoch 24 Batch 1070/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9329, Loss: 0.0402 Epoch 24 Batch 1071/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9379, Loss: 0.0379 Epoch 24 Batch 1072/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9393, Loss: 0.0389 Epoch 24 Batch 1073/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9354, Loss: 0.0441 Epoch 24 Batch 1074/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9357, Loss: 0.0544 Epoch 24 Batch 1075/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9357, Loss: 0.0470 Epoch 25 Batch 1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9357, Loss: 0.0290 Epoch 25 Batch 2/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9308, Loss: 0.0390 Epoch 25 Batch 3/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9272, Loss: 0.0438 Epoch 25 Batch 4/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9329, Loss: 0.0369 Epoch 25 Batch 5/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9261, Loss: 0.0507 Epoch 25 Batch 6/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9318, Loss: 0.0376 Epoch 25 Batch 7/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9322, Loss: 0.0387 Epoch 25 Batch 8/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9332, Loss: 0.0343 Epoch 25 Batch 9/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9329, Loss: 0.0384 Epoch 25 Batch 10/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9325, Loss: 0.0364 Epoch 25 Batch 11/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9226, Loss: 0.0438 Epoch 25 Batch 12/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9176, Loss: 0.0338 Epoch 25 Batch 13/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9268, Loss: 0.0493 Epoch 25 Batch 14/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9329, Loss: 0.0330 Epoch 25 Batch 15/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9382, Loss: 0.0343 Epoch 25 Batch 16/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9382, Loss: 0.0348 Epoch 25 Batch 17/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9411, Loss: 0.0382 Epoch 25 Batch 18/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9283, Loss: 0.0371 Epoch 25 Batch 19/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9251, Loss: 0.0334 Epoch 25 Batch 20/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9329, Loss: 0.0402 Epoch 25 Batch 21/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9311, Loss: 0.0448 Epoch 25 Batch 22/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9212, Loss: 0.0380 Epoch 25 Batch 23/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9286, Loss: 0.0317 Epoch 25 Batch 24/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9237, Loss: 0.0392 Epoch 25 Batch 25/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9283, Loss: 0.0315 Epoch 25 Batch 26/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9240, Loss: 0.0434 Epoch 25 Batch 27/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9187, Loss: 0.0298 Epoch 25 Batch 28/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9389, Loss: 0.0380 Epoch 25 Batch 29/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9439, Loss: 0.0394 Epoch 25 Batch 30/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9400, Loss: 0.0340 Epoch 25 Batch 31/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9347, Loss: 0.0322 Epoch 25 Batch 32/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9237, Loss: 0.0319 Epoch 25 Batch 33/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9237, Loss: 0.0337 Epoch 25 Batch 34/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9226, Loss: 0.0414 Epoch 25 Batch 35/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9176, Loss: 0.0402 Epoch 25 Batch 36/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9151, Loss: 0.0386 Epoch 25 Batch 37/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9205, Loss: 0.0362 Epoch 25 Batch 38/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9308, Loss: 0.0478 Epoch 25 Batch 39/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9332, Loss: 0.0490 Epoch 25 Batch 40/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9332, Loss: 0.0304 Epoch 25 Batch 41/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9286, Loss: 0.0293 Epoch 25 Batch 42/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9322, Loss: 0.0478 Epoch 25 Batch 43/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9368, Loss: 0.0261 Epoch 25 Batch 44/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9276, Loss: 0.0289 Epoch 25 Batch 45/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9194, Loss: 0.0374 Epoch 25 Batch 46/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.9226, Loss: 0.0449 Epoch 25 Batch 47/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9229, Loss: 0.0421 Epoch 25 Batch 48/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9226, Loss: 0.0509 Epoch 25 Batch 49/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9322, Loss: 0.0460 Epoch 25 Batch 50/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9368, Loss: 0.0359 Epoch 25 Batch 51/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9293, Loss: 0.0363 Epoch 25 Batch 52/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9308, Loss: 0.0540 Epoch 25 Batch 53/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9279, Loss: 0.0381 Epoch 25 Batch 54/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9229, Loss: 0.0618 Epoch 25 Batch 55/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9244, Loss: 0.0367 Epoch 25 Batch 56/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9297, Loss: 0.0287 Epoch 25 Batch 57/1077 - Train Accuracy: 0.9343, Validation Accuracy: 0.9325, Loss: 0.0397 Epoch 25 Batch 58/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9393, Loss: 0.0354 Epoch 25 Batch 59/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9347, Loss: 0.0357 Epoch 25 Batch 60/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9347, Loss: 0.0267 Epoch 25 Batch 61/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9389, Loss: 0.0372 Epoch 25 Batch 62/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9389, Loss: 0.0425 Epoch 25 Batch 63/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9343, Loss: 0.0300 Epoch 25 Batch 64/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9293, Loss: 0.0339 Epoch 25 Batch 65/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0357 Epoch 25 Batch 66/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9229, Loss: 0.0252 Epoch 25 Batch 67/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9272, Loss: 0.0372 Epoch 25 Batch 68/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9272, Loss: 0.0474 Epoch 25 Batch 69/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9219, Loss: 0.0504 Epoch 25 Batch 70/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9318, Loss: 0.0469 Epoch 25 Batch 71/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9403, Loss: 0.0254 Epoch 25 Batch 72/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9354, Loss: 0.0372 Epoch 25 Batch 73/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9325, Loss: 0.0399 Epoch 25 Batch 74/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9300, Loss: 0.0314 Epoch 25 Batch 75/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9300, Loss: 0.0509 Epoch 25 Batch 76/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9300, Loss: 0.0290 Epoch 25 Batch 77/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9336, Loss: 0.0347 Epoch 25 Batch 78/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9311, Loss: 0.0369 Epoch 25 Batch 79/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9315, Loss: 0.0342 Epoch 25 Batch 80/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0304 Epoch 25 Batch 81/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9304, Loss: 0.0320 Epoch 25 Batch 82/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9336, Loss: 0.0360 Epoch 25 Batch 83/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9418, Loss: 0.0322 Epoch 25 Batch 84/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9421, Loss: 0.0361 Epoch 25 Batch 85/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9421, Loss: 0.0363 Epoch 25 Batch 86/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9421, Loss: 0.0375 Epoch 25 Batch 87/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9411, Loss: 0.0462 Epoch 25 Batch 88/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9411, Loss: 0.0417 Epoch 25 Batch 89/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9364, Loss: 0.0474 Epoch 25 Batch 90/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9329, Loss: 0.0335 Epoch 25 Batch 91/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9176, Loss: 0.0345 Epoch 25 Batch 92/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9169, Loss: 0.0421 Epoch 25 Batch 93/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9176, Loss: 0.0356 Epoch 25 Batch 94/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9148, Loss: 0.0298 Epoch 25 Batch 95/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9201, Loss: 0.0388 Epoch 25 Batch 96/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9272, Loss: 0.0433 Epoch 25 Batch 97/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9407, Loss: 0.0378 Epoch 25 Batch 98/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9315, Loss: 0.0477 Epoch 25 Batch 99/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9336, Loss: 0.0315 Epoch 25 Batch 100/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9318, Loss: 0.0379 Epoch 25 Batch 101/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9215, Loss: 0.0348 Epoch 25 Batch 102/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9109, Loss: 0.0319 Epoch 25 Batch 103/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9208, Loss: 0.0485 Epoch 25 Batch 104/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9205, Loss: 0.0402 Epoch 25 Batch 105/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9084, Loss: 0.0351 Epoch 25 Batch 106/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9080, Loss: 0.0390 Epoch 25 Batch 107/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9055, Loss: 0.0403 Epoch 25 Batch 108/1077 - Train Accuracy: 0.9201, Validation Accuracy: 0.9087, Loss: 0.0433 Epoch 25 Batch 109/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9066, Loss: 0.0372 Epoch 25 Batch 110/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9105, Loss: 0.0322 Epoch 25 Batch 111/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9109, Loss: 0.0354 Epoch 25 Batch 112/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9105, Loss: 0.0312 Epoch 25 Batch 113/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9173, Loss: 0.0418 Epoch 25 Batch 114/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9197, Loss: 0.0267 Epoch 25 Batch 115/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9244, Loss: 0.0489 Epoch 25 Batch 116/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9311, Loss: 0.0592 Epoch 25 Batch 117/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9315, Loss: 0.0332 Epoch 25 Batch 118/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9347, Loss: 0.0384 Epoch 25 Batch 119/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9343, Loss: 0.0336 Epoch 25 Batch 120/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9343, Loss: 0.0435 Epoch 25 Batch 121/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9442, Loss: 0.0339 Epoch 25 Batch 122/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9442, Loss: 0.0332 Epoch 25 Batch 123/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9393, Loss: 0.0259 Epoch 25 Batch 124/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9336, Loss: 0.0425 Epoch 25 Batch 125/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9290, Loss: 0.0482 Epoch 25 Batch 126/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9336, Loss: 0.0365 Epoch 25 Batch 127/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9300, Loss: 0.0325 Epoch 25 Batch 128/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9300, Loss: 0.0404 Epoch 25 Batch 129/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9251, Loss: 0.0475 Epoch 25 Batch 130/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9322, Loss: 0.0362 Epoch 25 Batch 131/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9364, Loss: 0.0437 Epoch 25 Batch 132/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9339, Loss: 0.0339 Epoch 25 Batch 133/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9318, Loss: 0.0313 Epoch 25 Batch 134/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9300, Loss: 0.0360 Epoch 25 Batch 135/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9244, Loss: 0.0373 Epoch 25 Batch 136/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9219, Loss: 0.0296 Epoch 25 Batch 137/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9233, Loss: 0.0335 Epoch 25 Batch 138/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9233, Loss: 0.0354 Epoch 25 Batch 139/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9233, Loss: 0.0374 Epoch 25 Batch 140/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9119, Loss: 0.0291 Epoch 25 Batch 141/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9183, Loss: 0.0367 Epoch 25 Batch 142/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9229, Loss: 0.0358 Epoch 25 Batch 143/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9261, Loss: 0.0399 Epoch 25 Batch 144/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9165, Loss: 0.0508 Epoch 25 Batch 145/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9190, Loss: 0.0383 Epoch 25 Batch 146/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9151, Loss: 0.0694 Epoch 25 Batch 147/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9151, Loss: 0.0329 Epoch 25 Batch 148/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9148, Loss: 0.0398 Epoch 25 Batch 149/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9194, Loss: 0.0351 Epoch 25 Batch 150/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9180, Loss: 0.0377 Epoch 25 Batch 151/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9240, Loss: 0.0334 Epoch 25 Batch 152/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9233, Loss: 0.0488 Epoch 25 Batch 153/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9304, Loss: 0.0467 Epoch 25 Batch 154/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9254, Loss: 0.0406 Epoch 25 Batch 155/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9254, Loss: 0.0317 Epoch 25 Batch 156/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9254, Loss: 0.0247 Epoch 25 Batch 157/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9233, Loss: 0.0346 Epoch 25 Batch 158/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9222, Loss: 0.0432 Epoch 25 Batch 159/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9229, Loss: 0.0363 Epoch 25 Batch 160/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9229, Loss: 0.0295 Epoch 25 Batch 161/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9212, Loss: 0.0300 Epoch 25 Batch 162/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9215, Loss: 0.0452 Epoch 25 Batch 163/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9329, Loss: 0.0486 Epoch 25 Batch 164/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9286, Loss: 0.0351 Epoch 25 Batch 165/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9315, Loss: 0.0501 Epoch 25 Batch 166/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9343, Loss: 0.0417 Epoch 25 Batch 167/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9286, Loss: 0.0344 Epoch 25 Batch 168/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9286, Loss: 0.0471 Epoch 25 Batch 169/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9311, Loss: 0.0386 Epoch 25 Batch 170/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9265, Loss: 0.0420 Epoch 25 Batch 171/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9176, Loss: 0.0364 Epoch 25 Batch 172/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9219, Loss: 0.0313 Epoch 25 Batch 173/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9169, Loss: 0.0342 Epoch 25 Batch 174/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9183, Loss: 0.0314 Epoch 25 Batch 175/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9190, Loss: 0.0417 Epoch 25 Batch 176/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9187, Loss: 0.0391 Epoch 25 Batch 177/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9368, Loss: 0.0419 Epoch 25 Batch 178/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9325, Loss: 0.0359 Epoch 25 Batch 179/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9375, Loss: 0.0374 Epoch 25 Batch 180/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9411, Loss: 0.0331 Epoch 25 Batch 181/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9407, Loss: 0.0406 Epoch 25 Batch 182/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9460, Loss: 0.0423 Epoch 25 Batch 183/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9457, Loss: 0.0429 Epoch 25 Batch 184/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9403, Loss: 0.0363 Epoch 25 Batch 185/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9371, Loss: 0.0377 Epoch 25 Batch 186/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9325, Loss: 0.0399 Epoch 25 Batch 187/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9247, Loss: 0.0315 Epoch 25 Batch 188/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9325, Loss: 0.0419 Epoch 25 Batch 189/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9357, Loss: 0.0328 Epoch 25 Batch 190/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9315, Loss: 0.0330 Epoch 25 Batch 191/1077 - Train Accuracy: 0.9339, Validation Accuracy: 0.9265, Loss: 0.0313 Epoch 25 Batch 192/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9268, Loss: 0.0426 Epoch 25 Batch 193/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9300, Loss: 0.0334 Epoch 25 Batch 194/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9276, Loss: 0.0303 Epoch 25 Batch 195/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9322, Loss: 0.0295 Epoch 25 Batch 196/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9329, Loss: 0.0283 Epoch 25 Batch 197/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9464, Loss: 0.0383 Epoch 25 Batch 198/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9411, Loss: 0.0377 Epoch 25 Batch 199/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9407, Loss: 0.0310 Epoch 25 Batch 200/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9386, Loss: 0.0351 Epoch 25 Batch 201/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9343, Loss: 0.0318 Epoch 25 Batch 202/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9286, Loss: 0.0325 Epoch 25 Batch 203/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9336, Loss: 0.0390 Epoch 25 Batch 204/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9361, Loss: 0.0566 Epoch 25 Batch 205/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9339, Loss: 0.0450 Epoch 25 Batch 206/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9290, Loss: 0.0284 Epoch 25 Batch 207/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9396, Loss: 0.0339 Epoch 25 Batch 208/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9322, Loss: 0.0362 Epoch 25 Batch 209/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9165, Loss: 0.0324 Epoch 25 Batch 210/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9165, Loss: 0.0362 Epoch 25 Batch 211/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9201, Loss: 0.0368 Epoch 25 Batch 212/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9201, Loss: 0.0314 Epoch 25 Batch 213/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9261, Loss: 0.0318 Epoch 25 Batch 214/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9169, Loss: 0.0321 Epoch 25 Batch 215/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9119, Loss: 0.0444 Epoch 25 Batch 216/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9169, Loss: 0.0361 Epoch 25 Batch 217/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9169, Loss: 0.0306 Epoch 25 Batch 218/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9212, Loss: 0.0396 Epoch 25 Batch 219/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9261, Loss: 0.0283 Epoch 25 Batch 220/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9354, Loss: 0.0382 Epoch 25 Batch 221/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9411, Loss: 0.0415 Epoch 25 Batch 222/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9407, Loss: 0.0320 Epoch 25 Batch 223/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9354, Loss: 0.0369 Epoch 25 Batch 224/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9350, Loss: 0.0368 Epoch 25 Batch 225/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9318, Loss: 0.0473 Epoch 25 Batch 226/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9290, Loss: 0.0350 Epoch 25 Batch 227/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9244, Loss: 0.0459 Epoch 25 Batch 228/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9347, Loss: 0.0283 Epoch 25 Batch 229/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9396, Loss: 0.0329 Epoch 25 Batch 230/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9396, Loss: 0.0354 Epoch 25 Batch 231/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9332, Loss: 0.0428 Epoch 25 Batch 232/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9357, Loss: 0.0301 Epoch 25 Batch 233/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9347, Loss: 0.0435 Epoch 25 Batch 234/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9343, Loss: 0.0391 Epoch 25 Batch 235/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9311, Loss: 0.0403 Epoch 25 Batch 236/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9347, Loss: 0.0391 Epoch 25 Batch 237/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9361, Loss: 0.0327 Epoch 25 Batch 238/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9315, Loss: 0.0324 Epoch 25 Batch 239/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9315, Loss: 0.0267 Epoch 25 Batch 240/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9268, Loss: 0.0294 Epoch 25 Batch 241/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9205, Loss: 0.0284 Epoch 25 Batch 242/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9162, Loss: 0.0298 Epoch 25 Batch 243/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9208, Loss: 0.0427 Epoch 25 Batch 244/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9297, Loss: 0.0343 Epoch 25 Batch 245/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9134, Loss: 0.0356 Epoch 25 Batch 246/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9130, Loss: 0.0361 Epoch 25 Batch 247/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9176, Loss: 0.0362 Epoch 25 Batch 248/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9244, Loss: 0.0372 Epoch 25 Batch 249/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9286, Loss: 0.0328 Epoch 25 Batch 250/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9293, Loss: 0.0361 Epoch 25 Batch 251/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9425, Loss: 0.0481 Epoch 25 Batch 252/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9403, Loss: 0.0442 Epoch 25 Batch 253/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9382, Loss: 0.0360 Epoch 25 Batch 254/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9332, Loss: 0.0382 Epoch 25 Batch 255/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9361, Loss: 0.0295 Epoch 25 Batch 256/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9411, Loss: 0.0621 Epoch 25 Batch 257/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9393, Loss: 0.0449 Epoch 25 Batch 258/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9375, Loss: 0.0313 Epoch 25 Batch 259/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9332, Loss: 0.0282 Epoch 25 Batch 260/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9268, Loss: 0.0308 Epoch 25 Batch 261/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9268, Loss: 0.0346 Epoch 25 Batch 262/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9283, Loss: 0.0309 Epoch 25 Batch 263/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9283, Loss: 0.0315 Epoch 25 Batch 264/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9286, Loss: 0.0351 Epoch 25 Batch 265/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9229, Loss: 0.0350 Epoch 25 Batch 266/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9254, Loss: 0.0379 Epoch 25 Batch 267/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9290, Loss: 0.0309 Epoch 25 Batch 268/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9290, Loss: 0.0475 Epoch 25 Batch 269/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9290, Loss: 0.0526 Epoch 25 Batch 270/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9286, Loss: 0.0444 Epoch 25 Batch 271/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9286, Loss: 0.0359 Epoch 25 Batch 272/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9329, Loss: 0.0638 Epoch 25 Batch 273/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9329, Loss: 0.0347 Epoch 25 Batch 274/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9357, Loss: 0.0375 Epoch 25 Batch 275/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9247, Loss: 0.0357 Epoch 25 Batch 276/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9222, Loss: 0.0536 Epoch 25 Batch 277/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9173, Loss: 0.0276 Epoch 25 Batch 278/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9222, Loss: 0.0456 Epoch 25 Batch 279/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9290, Loss: 0.0433 Epoch 25 Batch 280/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9308, Loss: 0.0419 Epoch 25 Batch 281/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9148, Loss: 0.0433 Epoch 25 Batch 282/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9194, Loss: 0.0490 Epoch 25 Batch 283/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9126, Loss: 0.0363 Epoch 25 Batch 284/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9134, Loss: 0.0410 Epoch 25 Batch 285/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9222, Loss: 0.0417 Epoch 25 Batch 286/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9126, Loss: 0.0352 Epoch 25 Batch 287/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0402 Epoch 25 Batch 288/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9194, Loss: 0.0439 Epoch 25 Batch 289/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9244, Loss: 0.0347 Epoch 25 Batch 290/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9123, Loss: 0.0549 Epoch 25 Batch 291/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9098, Loss: 0.0552 Epoch 25 Batch 292/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9144, Loss: 0.0349 Epoch 25 Batch 293/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9091, Loss: 0.0372 Epoch 25 Batch 294/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9197, Loss: 0.0356 Epoch 25 Batch 295/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9215, Loss: 0.0442 Epoch 25 Batch 296/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9141, Loss: 0.0362 Epoch 25 Batch 297/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9194, Loss: 0.0380 Epoch 25 Batch 298/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9290, Loss: 0.0438 Epoch 25 Batch 299/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9244, Loss: 0.0480 Epoch 25 Batch 300/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9226, Loss: 0.0280 Epoch 25 Batch 301/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9123, Loss: 0.0337 Epoch 25 Batch 302/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9173, Loss: 0.0395 Epoch 25 Batch 303/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9141, Loss: 0.0459 Epoch 25 Batch 304/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9212, Loss: 0.0389 Epoch 25 Batch 305/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9219, Loss: 0.0370 Epoch 25 Batch 306/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9240, Loss: 0.0446 Epoch 25 Batch 307/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9222, Loss: 0.0398 Epoch 25 Batch 308/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9293, Loss: 0.0443 Epoch 25 Batch 309/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9311, Loss: 0.0287 Epoch 25 Batch 310/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9311, Loss: 0.0366 Epoch 25 Batch 311/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9261, Loss: 0.0314 Epoch 25 Batch 312/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9279, Loss: 0.0436 Epoch 25 Batch 313/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9173, Loss: 0.0296 Epoch 25 Batch 314/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9165, Loss: 0.0454 Epoch 25 Batch 315/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9169, Loss: 0.0326 Epoch 25 Batch 316/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9165, Loss: 0.0383 Epoch 25 Batch 317/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9233, Loss: 0.0409 Epoch 25 Batch 318/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9187, Loss: 0.0331 Epoch 25 Batch 319/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9272, Loss: 0.0474 Epoch 25 Batch 320/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9286, Loss: 0.0495 Epoch 25 Batch 321/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9290, Loss: 0.0336 Epoch 25 Batch 322/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9311, Loss: 0.0375 Epoch 25 Batch 323/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9261, Loss: 0.0344 Epoch 25 Batch 324/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9361, Loss: 0.0311 Epoch 25 Batch 325/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9343, Loss: 0.0363 Epoch 25 Batch 326/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9293, Loss: 0.0353 Epoch 25 Batch 327/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9151, Loss: 0.0444 Epoch 25 Batch 328/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9151, Loss: 0.0436 Epoch 25 Batch 329/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9151, Loss: 0.0359 Epoch 25 Batch 330/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9151, Loss: 0.0358 Epoch 25 Batch 331/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9144, Loss: 0.0361 Epoch 25 Batch 332/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9226, Loss: 0.0260 Epoch 25 Batch 333/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9254, Loss: 0.0320 Epoch 25 Batch 334/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9197, Loss: 0.0346 Epoch 25 Batch 335/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9222, Loss: 0.0331 Epoch 25 Batch 336/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9173, Loss: 0.0751 Epoch 25 Batch 337/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9219, Loss: 0.0393 Epoch 25 Batch 338/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9219, Loss: 0.0497 Epoch 25 Batch 339/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9272, Loss: 0.0297 Epoch 25 Batch 340/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9332, Loss: 0.0328 Epoch 25 Batch 341/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9215, Loss: 0.0506 Epoch 25 Batch 342/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9212, Loss: 0.0322 Epoch 25 Batch 343/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9212, Loss: 0.0455 Epoch 25 Batch 344/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9212, Loss: 0.0367 Epoch 25 Batch 345/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9215, Loss: 0.0330 Epoch 25 Batch 346/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9254, Loss: 0.0393 Epoch 25 Batch 347/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9229, Loss: 0.0334 Epoch 25 Batch 348/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9215, Loss: 0.0373 Epoch 25 Batch 349/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9165, Loss: 0.0351 Epoch 25 Batch 350/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9134, Loss: 0.0348 Epoch 25 Batch 351/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9137, Loss: 0.0352 Epoch 25 Batch 352/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9148, Loss: 0.0343 Epoch 25 Batch 353/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9144, Loss: 0.0397 Epoch 25 Batch 354/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9141, Loss: 0.0407 Epoch 25 Batch 355/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9151, Loss: 0.0357 Epoch 25 Batch 356/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9155, Loss: 0.0376 Epoch 25 Batch 357/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9247, Loss: 0.0364 Epoch 25 Batch 358/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9347, Loss: 0.0457 Epoch 25 Batch 359/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9300, Loss: 0.0375 Epoch 25 Batch 360/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9279, Loss: 0.0305 Epoch 25 Batch 361/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9279, Loss: 0.0289 Epoch 25 Batch 362/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9180, Loss: 0.0469 Epoch 25 Batch 363/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9180, Loss: 0.0360 Epoch 25 Batch 364/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9183, Loss: 0.0553 Epoch 25 Batch 365/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9183, Loss: 0.0284 Epoch 25 Batch 366/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9229, Loss: 0.0289 Epoch 25 Batch 367/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9219, Loss: 0.0335 Epoch 25 Batch 368/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9162, Loss: 0.0398 Epoch 25 Batch 369/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9208, Loss: 0.0386 Epoch 25 Batch 370/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9155, Loss: 0.0374 Epoch 25 Batch 371/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9148, Loss: 0.0293 Epoch 25 Batch 372/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9148, Loss: 0.0305 Epoch 25 Batch 373/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9148, Loss: 0.0279 Epoch 25 Batch 374/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9148, Loss: 0.0378 Epoch 25 Batch 375/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9126, Loss: 0.0348 Epoch 25 Batch 376/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9208, Loss: 0.0417 Epoch 25 Batch 377/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9165, Loss: 0.0346 Epoch 25 Batch 378/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9169, Loss: 0.0264 Epoch 25 Batch 379/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9247, Loss: 0.0448 Epoch 25 Batch 380/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9244, Loss: 0.0284 Epoch 25 Batch 381/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9244, Loss: 0.0455 Epoch 25 Batch 382/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9240, Loss: 0.0516 Epoch 25 Batch 383/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9240, Loss: 0.0403 Epoch 25 Batch 384/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9219, Loss: 0.0286 Epoch 25 Batch 385/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9173, Loss: 0.0294 Epoch 25 Batch 386/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9190, Loss: 0.0332 Epoch 25 Batch 387/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9308, Loss: 0.0344 Epoch 25 Batch 388/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9261, Loss: 0.0457 Epoch 25 Batch 389/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9311, Loss: 0.0382 Epoch 25 Batch 390/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9339, Loss: 0.0494 Epoch 25 Batch 391/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9308, Loss: 0.0432 Epoch 25 Batch 392/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9361, Loss: 0.0451 Epoch 25 Batch 393/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9332, Loss: 0.0344 Epoch 25 Batch 394/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9357, Loss: 0.0378 Epoch 25 Batch 395/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9357, Loss: 0.0345 Epoch 25 Batch 396/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9130, Loss: 0.0404 Epoch 25 Batch 397/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9130, Loss: 0.0365 Epoch 25 Batch 398/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9205, Loss: 0.0400 Epoch 25 Batch 399/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9254, Loss: 0.0367 Epoch 25 Batch 400/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9237, Loss: 0.0389 Epoch 25 Batch 401/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9283, Loss: 0.0300 Epoch 25 Batch 402/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9098, Loss: 0.0292 Epoch 25 Batch 403/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9155, Loss: 0.0471 Epoch 25 Batch 404/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9201, Loss: 0.0366 Epoch 25 Batch 405/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9098, Loss: 0.0463 Epoch 25 Batch 406/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9055, Loss: 0.0339 Epoch 25 Batch 407/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9116, Loss: 0.0424 Epoch 25 Batch 408/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9098, Loss: 0.0397 Epoch 25 Batch 409/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9102, Loss: 0.0408 Epoch 25 Batch 410/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9308, Loss: 0.0471 Epoch 25 Batch 411/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9403, Loss: 0.0412 Epoch 25 Batch 412/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9379, Loss: 0.0341 Epoch 25 Batch 413/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9325, Loss: 0.0342 Epoch 25 Batch 414/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9276, Loss: 0.0364 Epoch 25 Batch 415/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9322, Loss: 0.0471 Epoch 25 Batch 416/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9222, Loss: 0.0424 Epoch 25 Batch 417/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9208, Loss: 0.0546 Epoch 25 Batch 418/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9208, Loss: 0.0309 Epoch 25 Batch 419/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9237, Loss: 0.0309 Epoch 25 Batch 420/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9215, Loss: 0.0414 Epoch 25 Batch 421/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9315, Loss: 0.0590 Epoch 25 Batch 422/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9286, Loss: 0.0348 Epoch 25 Batch 423/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9268, Loss: 0.0411 Epoch 25 Batch 424/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9237, Loss: 0.0396 Epoch 25 Batch 425/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9219, Loss: 0.0344 Epoch 25 Batch 426/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9222, Loss: 0.0456 Epoch 25 Batch 427/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9222, Loss: 0.0328 Epoch 25 Batch 428/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9187, Loss: 0.0342 Epoch 25 Batch 429/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9187, Loss: 0.0347 Epoch 25 Batch 430/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9180, Loss: 0.0325 Epoch 25 Batch 431/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9165, Loss: 0.0322 Epoch 25 Batch 432/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9205, Loss: 0.0397 Epoch 25 Batch 433/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9215, Loss: 0.0417 Epoch 25 Batch 434/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9187, Loss: 0.0354 Epoch 25 Batch 435/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9116, Loss: 0.0449 Epoch 25 Batch 436/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9112, Loss: 0.0390 Epoch 25 Batch 437/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9116, Loss: 0.0275 Epoch 25 Batch 438/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9116, Loss: 0.0351 Epoch 25 Batch 439/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9130, Loss: 0.0395 Epoch 25 Batch 440/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9105, Loss: 0.0439 Epoch 25 Batch 441/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9102, Loss: 0.0332 Epoch 25 Batch 442/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9148, Loss: 0.0411 Epoch 25 Batch 443/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9102, Loss: 0.0374 Epoch 25 Batch 444/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9205, Loss: 0.0401 Epoch 25 Batch 445/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.9215, Loss: 0.0431 Epoch 25 Batch 446/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9222, Loss: 0.0306 Epoch 25 Batch 447/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9325, Loss: 0.0376 Epoch 25 Batch 448/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9279, Loss: 0.0430 Epoch 25 Batch 449/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9130, Loss: 0.0455 Epoch 25 Batch 450/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9119, Loss: 0.0393 Epoch 25 Batch 451/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9155, Loss: 0.0385 Epoch 25 Batch 452/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9240, Loss: 0.0360 Epoch 25 Batch 453/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9240, Loss: 0.0336 Epoch 25 Batch 454/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9290, Loss: 0.0464 Epoch 25 Batch 455/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9208, Loss: 0.0352 Epoch 25 Batch 456/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9258, Loss: 0.0341 Epoch 25 Batch 457/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9233, Loss: 0.0310 Epoch 25 Batch 458/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9244, Loss: 0.0409 Epoch 25 Batch 459/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9169, Loss: 0.0391 Epoch 25 Batch 460/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9165, Loss: 0.0403 Epoch 25 Batch 461/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9137, Loss: 0.0340 Epoch 25 Batch 462/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9176, Loss: 0.0347 Epoch 25 Batch 463/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9240, Loss: 0.0361 Epoch 25 Batch 464/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9190, Loss: 0.0390 Epoch 25 Batch 465/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9137, Loss: 0.0518 Epoch 25 Batch 466/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9173, Loss: 0.0344 Epoch 25 Batch 467/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9123, Loss: 0.0432 Epoch 25 Batch 468/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9247, Loss: 0.0364 Epoch 25 Batch 469/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9197, Loss: 0.0312 Epoch 25 Batch 470/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9244, Loss: 0.0366 Epoch 25 Batch 471/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9293, Loss: 0.0265 Epoch 25 Batch 472/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9233, Loss: 0.0320 Epoch 25 Batch 473/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9251, Loss: 0.0353 Epoch 25 Batch 474/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9283, Loss: 0.0325 Epoch 25 Batch 475/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9286, Loss: 0.0382 Epoch 25 Batch 476/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9237, Loss: 0.0284 Epoch 25 Batch 477/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0431 Epoch 25 Batch 478/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9251, Loss: 0.0378 Epoch 25 Batch 479/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9205, Loss: 0.0391 Epoch 25 Batch 480/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9208, Loss: 0.0356 Epoch 25 Batch 481/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9162, Loss: 0.0343 Epoch 25 Batch 482/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9155, Loss: 0.0463 Epoch 25 Batch 483/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9180, Loss: 0.0496 Epoch 25 Batch 484/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9219, Loss: 0.0386 Epoch 25 Batch 485/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9134, Loss: 0.0376 Epoch 25 Batch 486/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9041, Loss: 0.0289 Epoch 25 Batch 487/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9091, Loss: 0.0292 Epoch 25 Batch 488/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9091, Loss: 0.0278 Epoch 25 Batch 489/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9247, Loss: 0.0285 Epoch 25 Batch 490/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9247, Loss: 0.0391 Epoch 25 Batch 491/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9293, Loss: 0.0492 Epoch 25 Batch 492/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9237, Loss: 0.0425 Epoch 25 Batch 493/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9240, Loss: 0.0300 Epoch 25 Batch 494/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9226, Loss: 0.0300 Epoch 25 Batch 495/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9201, Loss: 0.0326 Epoch 25 Batch 496/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9226, Loss: 0.0374 Epoch 25 Batch 497/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9180, Loss: 0.0402 Epoch 25 Batch 498/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9261, Loss: 0.0352 Epoch 25 Batch 499/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9268, Loss: 0.0347 Epoch 25 Batch 500/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9268, Loss: 0.0274 Epoch 25 Batch 501/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9361, Loss: 0.0328 Epoch 25 Batch 502/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9226, Loss: 0.0428 Epoch 25 Batch 503/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9229, Loss: 0.0315 Epoch 25 Batch 504/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9368, Loss: 0.0338 Epoch 25 Batch 505/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9339, Loss: 0.0296 Epoch 25 Batch 506/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9315, Loss: 0.0411 Epoch 25 Batch 507/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9322, Loss: 0.0380 Epoch 25 Batch 508/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9279, Loss: 0.0292 Epoch 25 Batch 509/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9190, Loss: 0.0375 Epoch 25 Batch 510/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9190, Loss: 0.0371 Epoch 25 Batch 511/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9272, Loss: 0.0369 Epoch 25 Batch 512/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9276, Loss: 0.0292 Epoch 25 Batch 513/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9325, Loss: 0.0396 Epoch 25 Batch 514/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9226, Loss: 0.0351 Epoch 25 Batch 515/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9165, Loss: 0.0387 Epoch 25 Batch 516/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9215, Loss: 0.0396 Epoch 25 Batch 517/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9123, Loss: 0.0398 Epoch 25 Batch 518/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9119, Loss: 0.0342 Epoch 25 Batch 519/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9173, Loss: 0.0405 Epoch 25 Batch 520/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9244, Loss: 0.0321 Epoch 25 Batch 521/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9244, Loss: 0.0364 Epoch 25 Batch 522/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9279, Loss: 0.0470 Epoch 25 Batch 523/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9261, Loss: 0.0351 Epoch 25 Batch 524/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9233, Loss: 0.0377 Epoch 25 Batch 525/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9233, Loss: 0.0364 Epoch 25 Batch 526/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9226, Loss: 0.0322 Epoch 25 Batch 527/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9226, Loss: 0.0377 Epoch 25 Batch 528/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9194, Loss: 0.0367 Epoch 25 Batch 529/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9411, Loss: 0.0386 Epoch 25 Batch 530/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9418, Loss: 0.0414 Epoch 25 Batch 531/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9364, Loss: 0.0375 Epoch 25 Batch 532/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9254, Loss: 0.0449 Epoch 25 Batch 533/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9258, Loss: 0.0320 Epoch 25 Batch 534/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9254, Loss: 0.0452 Epoch 25 Batch 535/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9254, Loss: 0.0410 Epoch 25 Batch 536/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9254, Loss: 0.0397 Epoch 25 Batch 537/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9222, Loss: 0.0341 Epoch 25 Batch 538/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9215, Loss: 0.0316 Epoch 25 Batch 539/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9215, Loss: 0.0473 Epoch 25 Batch 540/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9379, Loss: 0.0309 Epoch 25 Batch 541/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9357, Loss: 0.0331 Epoch 25 Batch 542/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9308, Loss: 0.0376 Epoch 25 Batch 543/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9329, Loss: 0.0321 Epoch 25 Batch 544/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9286, Loss: 0.0240 Epoch 25 Batch 545/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9300, Loss: 0.0344 Epoch 25 Batch 546/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9276, Loss: 0.0418 Epoch 25 Batch 547/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9322, Loss: 0.0297 Epoch 25 Batch 548/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9233, Loss: 0.0458 Epoch 25 Batch 549/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9183, Loss: 0.0459 Epoch 25 Batch 550/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9087, Loss: 0.0376 Epoch 25 Batch 551/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9251, Loss: 0.0378 Epoch 25 Batch 552/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9201, Loss: 0.0396 Epoch 25 Batch 553/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9208, Loss: 0.0471 Epoch 25 Batch 554/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9180, Loss: 0.0351 Epoch 25 Batch 555/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9155, Loss: 0.0343 Epoch 25 Batch 556/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9151, Loss: 0.0318 Epoch 25 Batch 557/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9173, Loss: 0.0336 Epoch 25 Batch 558/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9176, Loss: 0.0277 Epoch 25 Batch 559/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9276, Loss: 0.0365 Epoch 25 Batch 560/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9254, Loss: 0.0394 Epoch 25 Batch 561/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9254, Loss: 0.0356 Epoch 25 Batch 562/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9286, Loss: 0.0318 Epoch 25 Batch 563/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9254, Loss: 0.0414 Epoch 25 Batch 564/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9251, Loss: 0.0469 Epoch 25 Batch 565/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9244, Loss: 0.0468 Epoch 25 Batch 566/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9130, Loss: 0.0462 Epoch 25 Batch 567/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9134, Loss: 0.0377 Epoch 25 Batch 568/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9134, Loss: 0.0349 Epoch 25 Batch 569/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9116, Loss: 0.0424 Epoch 25 Batch 570/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9112, Loss: 0.0454 Epoch 25 Batch 571/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9158, Loss: 0.0295 Epoch 25 Batch 572/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9183, Loss: 0.0373 Epoch 25 Batch 573/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9286, Loss: 0.0546 Epoch 25 Batch 574/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9379, Loss: 0.0367 Epoch 25 Batch 575/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9286, Loss: 0.0307 Epoch 25 Batch 576/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9336, Loss: 0.0330 Epoch 25 Batch 577/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9336, Loss: 0.0369 Epoch 25 Batch 578/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9308, Loss: 0.0316 Epoch 25 Batch 579/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9336, Loss: 0.0372 Epoch 25 Batch 580/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9286, Loss: 0.0310 Epoch 25 Batch 581/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9240, Loss: 0.0292 Epoch 25 Batch 582/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9283, Loss: 0.0343 Epoch 25 Batch 583/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9343, Loss: 0.0475 Epoch 25 Batch 584/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9293, Loss: 0.0414 Epoch 25 Batch 585/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9258, Loss: 0.0277 Epoch 25 Batch 586/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9258, Loss: 0.0311 Epoch 25 Batch 587/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9258, Loss: 0.0366 Epoch 25 Batch 588/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9237, Loss: 0.0326 Epoch 25 Batch 589/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9237, Loss: 0.0308 Epoch 25 Batch 590/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9265, Loss: 0.0433 Epoch 25 Batch 591/1077 - Train Accuracy: 0.9339, Validation Accuracy: 0.9311, Loss: 0.0355 Epoch 25 Batch 592/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9254, Loss: 0.0432 Epoch 25 Batch 593/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9219, Loss: 0.0540 Epoch 25 Batch 594/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9190, Loss: 0.0428 Epoch 25 Batch 595/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9219, Loss: 0.0364 Epoch 25 Batch 596/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9197, Loss: 0.0381 Epoch 25 Batch 597/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9304, Loss: 0.0340 Epoch 25 Batch 598/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9190, Loss: 0.0381 Epoch 25 Batch 599/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9144, Loss: 0.0561 Epoch 25 Batch 600/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9187, Loss: 0.0426 Epoch 25 Batch 601/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9251, Loss: 0.0408 Epoch 25 Batch 602/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9254, Loss: 0.0410 Epoch 25 Batch 603/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9304, Loss: 0.0422 Epoch 25 Batch 604/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9286, Loss: 0.0539 Epoch 25 Batch 605/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9268, Loss: 0.0420 Epoch 25 Batch 606/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9304, Loss: 0.0304 Epoch 25 Batch 607/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9304, Loss: 0.0463 Epoch 25 Batch 608/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9237, Loss: 0.0424 Epoch 25 Batch 609/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9332, Loss: 0.0434 Epoch 25 Batch 610/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9300, Loss: 0.0460 Epoch 25 Batch 611/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9197, Loss: 0.0390 Epoch 25 Batch 612/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9247, Loss: 0.0281 Epoch 25 Batch 613/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9258, Loss: 0.0488 Epoch 25 Batch 614/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9286, Loss: 0.0378 Epoch 25 Batch 615/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9336, Loss: 0.0294 Epoch 25 Batch 616/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9329, Loss: 0.0376 Epoch 25 Batch 617/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9279, Loss: 0.0313 Epoch 25 Batch 618/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9276, Loss: 0.0401 Epoch 25 Batch 619/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9332, Loss: 0.0304 Epoch 25 Batch 620/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9237, Loss: 0.0297 Epoch 25 Batch 621/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9237, Loss: 0.0388 Epoch 25 Batch 622/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9237, Loss: 0.0456 Epoch 25 Batch 623/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9339, Loss: 0.0472 Epoch 25 Batch 624/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9347, Loss: 0.0426 Epoch 25 Batch 625/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9393, Loss: 0.0375 Epoch 25 Batch 626/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9343, Loss: 0.0314 Epoch 25 Batch 627/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9347, Loss: 0.0329 Epoch 25 Batch 628/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9347, Loss: 0.0362 Epoch 25 Batch 629/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9283, Loss: 0.0435 Epoch 25 Batch 630/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9286, Loss: 0.0341 Epoch 25 Batch 631/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9286, Loss: 0.0408 Epoch 25 Batch 632/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9272, Loss: 0.0302 Epoch 25 Batch 633/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9276, Loss: 0.0339 Epoch 25 Batch 634/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9293, Loss: 0.0288 Epoch 25 Batch 635/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9279, Loss: 0.0404 Epoch 25 Batch 636/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9329, Loss: 0.0345 Epoch 25 Batch 637/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9379, Loss: 0.0350 Epoch 25 Batch 638/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9375, Loss: 0.0314 Epoch 25 Batch 639/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9336, Loss: 0.0407 Epoch 25 Batch 640/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9332, Loss: 0.0301 Epoch 25 Batch 641/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9283, Loss: 0.0329 Epoch 25 Batch 642/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9173, Loss: 0.0316 Epoch 25 Batch 643/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9222, Loss: 0.0283 Epoch 25 Batch 644/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9183, Loss: 0.0390 Epoch 25 Batch 645/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9134, Loss: 0.0428 Epoch 25 Batch 646/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9197, Loss: 0.0344 Epoch 25 Batch 647/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9130, Loss: 0.0469 Epoch 25 Batch 648/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9158, Loss: 0.0349 Epoch 25 Batch 649/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9226, Loss: 0.0352 Epoch 25 Batch 650/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9325, Loss: 0.0322 Epoch 25 Batch 651/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9276, Loss: 0.0357 Epoch 25 Batch 652/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9208, Loss: 0.0362 Epoch 25 Batch 653/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9208, Loss: 0.0431 Epoch 25 Batch 654/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9265, Loss: 0.0344 Epoch 25 Batch 655/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9183, Loss: 0.0505 Epoch 25 Batch 656/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9098, Loss: 0.0375 Epoch 25 Batch 657/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9098, Loss: 0.0390 Epoch 25 Batch 658/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9091, Loss: 0.0263 Epoch 25 Batch 659/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9094, Loss: 0.0398 Epoch 25 Batch 660/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8977, Loss: 0.0330 Epoch 25 Batch 661/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9077, Loss: 0.0368 Epoch 25 Batch 662/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9176, Loss: 0.0341 Epoch 25 Batch 663/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9329, Loss: 0.0299 Epoch 25 Batch 664/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9343, Loss: 0.0384 Epoch 25 Batch 665/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9290, Loss: 0.0266 Epoch 25 Batch 666/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9215, Loss: 0.0371 Epoch 25 Batch 667/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9212, Loss: 0.0413 Epoch 25 Batch 668/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9215, Loss: 0.0335 Epoch 25 Batch 669/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9229, Loss: 0.0304 Epoch 25 Batch 670/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9205, Loss: 0.0354 Epoch 25 Batch 671/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9201, Loss: 0.0378 Epoch 25 Batch 672/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9087, Loss: 0.0317 Epoch 25 Batch 673/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9091, Loss: 0.0409 Epoch 25 Batch 674/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9080, Loss: 0.0336 Epoch 25 Batch 675/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9134, Loss: 0.0367 Epoch 25 Batch 676/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9247, Loss: 0.0400 Epoch 25 Batch 677/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9212, Loss: 0.0467 Epoch 25 Batch 678/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9290, Loss: 0.0286 Epoch 25 Batch 679/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9339, Loss: 0.0366 Epoch 25 Batch 680/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9336, Loss: 0.0382 Epoch 25 Batch 681/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9347, Loss: 0.0336 Epoch 25 Batch 682/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9343, Loss: 0.0356 Epoch 25 Batch 683/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9244, Loss: 0.0318 Epoch 25 Batch 684/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9279, Loss: 0.0296 Epoch 25 Batch 685/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9226, Loss: 0.0424 Epoch 25 Batch 686/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9279, Loss: 0.0307 Epoch 25 Batch 687/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9286, Loss: 0.0384 Epoch 25 Batch 688/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9332, Loss: 0.0302 Epoch 25 Batch 689/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9332, Loss: 0.0256 Epoch 25 Batch 690/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9329, Loss: 0.0377 Epoch 25 Batch 691/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9357, Loss: 0.0360 Epoch 25 Batch 692/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9379, Loss: 0.0326 Epoch 25 Batch 693/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9450, Loss: 0.0582 Epoch 25 Batch 694/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9400, Loss: 0.0343 Epoch 25 Batch 695/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9425, Loss: 0.0372 Epoch 25 Batch 696/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9375, Loss: 0.0351 Epoch 25 Batch 697/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9432, Loss: 0.0344 Epoch 25 Batch 698/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9382, Loss: 0.0327 Epoch 25 Batch 699/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9336, Loss: 0.0347 Epoch 25 Batch 700/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9386, Loss: 0.0380 Epoch 25 Batch 701/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9322, Loss: 0.0358 Epoch 25 Batch 702/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9311, Loss: 0.0495 Epoch 25 Batch 703/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9329, Loss: 0.0402 Epoch 25 Batch 704/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9386, Loss: 0.0513 Epoch 25 Batch 705/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9350, Loss: 0.0404 Epoch 25 Batch 706/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9403, Loss: 0.0637 Epoch 25 Batch 707/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9357, Loss: 0.0415 Epoch 25 Batch 708/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9361, Loss: 0.0382 Epoch 25 Batch 709/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9258, Loss: 0.0448 Epoch 25 Batch 710/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9283, Loss: 0.0242 Epoch 25 Batch 711/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9180, Loss: 0.0455 Epoch 25 Batch 712/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9201, Loss: 0.0268 Epoch 25 Batch 713/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9201, Loss: 0.0313 Epoch 25 Batch 714/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9190, Loss: 0.0328 Epoch 25 Batch 715/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9219, Loss: 0.0416 Epoch 25 Batch 716/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9222, Loss: 0.0295 Epoch 25 Batch 717/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9237, Loss: 0.0258 Epoch 25 Batch 718/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9283, Loss: 0.0370 Epoch 25 Batch 719/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9219, Loss: 0.0334 Epoch 25 Batch 720/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9219, Loss: 0.0373 Epoch 25 Batch 721/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9233, Loss: 0.0388 Epoch 25 Batch 722/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9155, Loss: 0.0315 Epoch 25 Batch 723/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9261, Loss: 0.0393 Epoch 25 Batch 724/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9311, Loss: 0.0384 Epoch 25 Batch 725/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9311, Loss: 0.0296 Epoch 25 Batch 726/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9361, Loss: 0.0313 Epoch 25 Batch 727/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9389, Loss: 0.0342 Epoch 25 Batch 728/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9389, Loss: 0.0467 Epoch 25 Batch 729/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9339, Loss: 0.0445 Epoch 25 Batch 730/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9339, Loss: 0.0461 Epoch 25 Batch 731/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9233, Loss: 0.0384 Epoch 25 Batch 732/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9226, Loss: 0.0408 Epoch 25 Batch 733/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9226, Loss: 0.0395 Epoch 25 Batch 734/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9173, Loss: 0.0339 Epoch 25 Batch 735/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9187, Loss: 0.0274 Epoch 25 Batch 736/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9165, Loss: 0.0359 Epoch 25 Batch 737/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9162, Loss: 0.0411 Epoch 25 Batch 738/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9315, Loss: 0.0259 Epoch 25 Batch 739/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9339, Loss: 0.0361 Epoch 25 Batch 740/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9343, Loss: 0.0264 Epoch 25 Batch 741/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9343, Loss: 0.0415 Epoch 25 Batch 742/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9389, Loss: 0.0346 Epoch 25 Batch 743/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9389, Loss: 0.0347 Epoch 25 Batch 744/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9396, Loss: 0.0362 Epoch 25 Batch 745/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9396, Loss: 0.0408 Epoch 25 Batch 746/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9418, Loss: 0.0315 Epoch 25 Batch 747/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9418, Loss: 0.0313 Epoch 25 Batch 748/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9315, Loss: 0.0293 Epoch 25 Batch 749/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9286, Loss: 0.0310 Epoch 25 Batch 750/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9240, Loss: 0.0339 Epoch 25 Batch 751/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9173, Loss: 0.0382 Epoch 25 Batch 752/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9176, Loss: 0.0359 Epoch 25 Batch 753/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9219, Loss: 0.0343 Epoch 25 Batch 754/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9240, Loss: 0.0395 Epoch 25 Batch 755/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9286, Loss: 0.0433 Epoch 25 Batch 756/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9261, Loss: 0.0365 Epoch 25 Batch 757/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9283, Loss: 0.0355 Epoch 25 Batch 758/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9290, Loss: 0.0290 Epoch 25 Batch 759/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9393, Loss: 0.0340 Epoch 25 Batch 760/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9396, Loss: 0.0450 Epoch 25 Batch 761/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9343, Loss: 0.0358 Epoch 25 Batch 762/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9336, Loss: 0.0325 Epoch 25 Batch 763/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9336, Loss: 0.0378 Epoch 25 Batch 764/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9339, Loss: 0.0336 Epoch 25 Batch 765/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9297, Loss: 0.0419 Epoch 25 Batch 766/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9247, Loss: 0.0414 Epoch 25 Batch 767/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9240, Loss: 0.0361 Epoch 25 Batch 768/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9190, Loss: 0.0374 Epoch 25 Batch 769/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9237, Loss: 0.0357 Epoch 25 Batch 770/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9240, Loss: 0.0370 Epoch 25 Batch 771/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9329, Loss: 0.0364 Epoch 25 Batch 772/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9379, Loss: 0.0321 Epoch 25 Batch 773/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9496, Loss: 0.0349 Epoch 25 Batch 774/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9439, Loss: 0.0370 Epoch 25 Batch 775/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9439, Loss: 0.0355 Epoch 25 Batch 776/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9439, Loss: 0.0333 Epoch 25 Batch 777/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9442, Loss: 0.0337 Epoch 25 Batch 778/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9489, Loss: 0.0406 Epoch 25 Batch 779/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0359 Epoch 25 Batch 780/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9403, Loss: 0.0484 Epoch 25 Batch 781/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9403, Loss: 0.0286 Epoch 25 Batch 782/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9304, Loss: 0.0353 Epoch 25 Batch 783/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9279, Loss: 0.0420 Epoch 25 Batch 784/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9247, Loss: 0.0247 Epoch 25 Batch 785/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9297, Loss: 0.0307 Epoch 25 Batch 786/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9347, Loss: 0.0339 Epoch 25 Batch 787/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9347, Loss: 0.0365 Epoch 25 Batch 788/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9347, Loss: 0.0350 Epoch 25 Batch 789/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9446, Loss: 0.0375 Epoch 25 Batch 790/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9414, Loss: 0.0412 Epoch 25 Batch 791/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9428, Loss: 0.0406 Epoch 25 Batch 792/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9435, Loss: 0.0366 Epoch 25 Batch 793/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9482, Loss: 0.0353 Epoch 25 Batch 794/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9442, Loss: 0.0276 Epoch 25 Batch 795/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9414, Loss: 0.0399 Epoch 25 Batch 796/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9315, Loss: 0.0324 Epoch 25 Batch 797/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9311, Loss: 0.0393 Epoch 25 Batch 798/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9308, Loss: 0.0360 Epoch 25 Batch 799/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9311, Loss: 0.0482 Epoch 25 Batch 800/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9290, Loss: 0.0322 Epoch 25 Batch 801/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9251, Loss: 0.0334 Epoch 25 Batch 802/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9304, Loss: 0.0424 Epoch 25 Batch 803/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9290, Loss: 0.0364 Epoch 25 Batch 804/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9286, Loss: 0.0279 Epoch 25 Batch 805/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9290, Loss: 0.0409 Epoch 25 Batch 806/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9237, Loss: 0.0337 Epoch 25 Batch 807/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9215, Loss: 0.0311 Epoch 25 Batch 808/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9215, Loss: 0.0506 Epoch 25 Batch 809/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9219, Loss: 0.0551 Epoch 25 Batch 810/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9343, Loss: 0.0292 Epoch 25 Batch 811/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9293, Loss: 0.0396 Epoch 25 Batch 812/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9336, Loss: 0.0368 Epoch 25 Batch 813/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9308, Loss: 0.0419 Epoch 25 Batch 814/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9290, Loss: 0.0403 Epoch 25 Batch 815/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9364, Loss: 0.0446 Epoch 25 Batch 816/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9165, Loss: 0.0355 Epoch 25 Batch 817/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9368, Loss: 0.0435 Epoch 25 Batch 818/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9325, Loss: 0.0376 Epoch 25 Batch 819/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9261, Loss: 0.0368 Epoch 25 Batch 820/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9187, Loss: 0.0405 Epoch 25 Batch 821/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9233, Loss: 0.0387 Epoch 25 Batch 822/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9258, Loss: 0.0307 Epoch 25 Batch 823/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9336, Loss: 0.0348 Epoch 25 Batch 824/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9389, Loss: 0.0397 Epoch 25 Batch 825/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9343, Loss: 0.0294 Epoch 25 Batch 826/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9414, Loss: 0.0319 Epoch 25 Batch 827/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9322, Loss: 0.0380 Epoch 25 Batch 828/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9329, Loss: 0.0320 Epoch 25 Batch 829/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9379, Loss: 0.0484 Epoch 25 Batch 830/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9457, Loss: 0.0422 Epoch 25 Batch 831/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9375, Loss: 0.0337 Epoch 25 Batch 832/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9407, Loss: 0.0332 Epoch 25 Batch 833/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9308, Loss: 0.0443 Epoch 25 Batch 834/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9311, Loss: 0.0377 Epoch 25 Batch 835/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9311, Loss: 0.0405 Epoch 25 Batch 836/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9315, Loss: 0.0333 Epoch 25 Batch 837/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9414, Loss: 0.0439 Epoch 25 Batch 838/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9414, Loss: 0.0357 Epoch 25 Batch 839/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9439, Loss: 0.0287 Epoch 25 Batch 840/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9446, Loss: 0.0341 Epoch 25 Batch 841/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9446, Loss: 0.0528 Epoch 25 Batch 842/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9350, Loss: 0.0275 Epoch 25 Batch 843/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9336, Loss: 0.0276 Epoch 25 Batch 844/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0333 Epoch 25 Batch 845/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9343, Loss: 0.0315 Epoch 25 Batch 846/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9368, Loss: 0.0530 Epoch 25 Batch 847/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9318, Loss: 0.0444 Epoch 25 Batch 848/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9364, Loss: 0.0333 Epoch 25 Batch 849/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9354, Loss: 0.0294 Epoch 25 Batch 850/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9300, Loss: 0.0537 Epoch 25 Batch 851/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9297, Loss: 0.0519 Epoch 25 Batch 852/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9379, Loss: 0.0531 Epoch 25 Batch 853/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9375, Loss: 0.0362 Epoch 25 Batch 854/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9371, Loss: 0.0400 Epoch 25 Batch 855/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9393, Loss: 0.0507 Epoch 25 Batch 856/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9343, Loss: 0.0401 Epoch 25 Batch 857/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9343, Loss: 0.0308 Epoch 25 Batch 858/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9386, Loss: 0.0323 Epoch 25 Batch 859/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9336, Loss: 0.0341 Epoch 25 Batch 860/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9336, Loss: 0.0392 Epoch 25 Batch 861/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9272, Loss: 0.0336 Epoch 25 Batch 862/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9325, Loss: 0.0411 Epoch 25 Batch 863/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9276, Loss: 0.0307 Epoch 25 Batch 864/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9332, Loss: 0.0370 Epoch 25 Batch 865/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9357, Loss: 0.0332 Epoch 25 Batch 866/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9357, Loss: 0.0394 Epoch 25 Batch 867/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9357, Loss: 0.0751 Epoch 25 Batch 868/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9407, Loss: 0.0456 Epoch 25 Batch 869/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9357, Loss: 0.0331 Epoch 25 Batch 870/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9407, Loss: 0.0357 Epoch 25 Batch 871/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9336, Loss: 0.0319 Epoch 25 Batch 872/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0326 Epoch 25 Batch 873/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9336, Loss: 0.0342 Epoch 25 Batch 874/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9347, Loss: 0.0392 Epoch 25 Batch 875/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9354, Loss: 0.0341 Epoch 25 Batch 876/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9382, Loss: 0.0293 Epoch 25 Batch 877/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9265, Loss: 0.0324 Epoch 25 Batch 878/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9276, Loss: 0.0308 Epoch 25 Batch 879/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9283, Loss: 0.0266 Epoch 25 Batch 880/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9283, Loss: 0.0453 Epoch 25 Batch 881/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9322, Loss: 0.0398 Epoch 25 Batch 882/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9272, Loss: 0.0366 Epoch 25 Batch 883/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9322, Loss: 0.0503 Epoch 25 Batch 884/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9343, Loss: 0.0390 Epoch 25 Batch 885/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9336, Loss: 0.0230 Epoch 25 Batch 886/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9382, Loss: 0.0343 Epoch 25 Batch 887/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9460, Loss: 0.0411 Epoch 25 Batch 888/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9435, Loss: 0.0394 Epoch 25 Batch 889/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9343, Loss: 0.0386 Epoch 25 Batch 890/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9322, Loss: 0.0434 Epoch 25 Batch 891/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9322, Loss: 0.0305 Epoch 25 Batch 892/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9371, Loss: 0.0337 Epoch 25 Batch 893/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9421, Loss: 0.0374 Epoch 25 Batch 894/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9396, Loss: 0.0311 Epoch 25 Batch 895/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9382, Loss: 0.0320 Epoch 25 Batch 896/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9286, Loss: 0.0381 Epoch 25 Batch 897/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9286, Loss: 0.0314 Epoch 25 Batch 898/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9286, Loss: 0.0320 Epoch 25 Batch 899/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9244, Loss: 0.0371 Epoch 25 Batch 900/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9343, Loss: 0.0423 Epoch 25 Batch 901/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9389, Loss: 0.0506 Epoch 25 Batch 902/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9389, Loss: 0.0387 Epoch 25 Batch 903/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9371, Loss: 0.0313 Epoch 25 Batch 904/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9336, Loss: 0.0311 Epoch 25 Batch 905/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9336, Loss: 0.0315 Epoch 25 Batch 906/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0337 Epoch 25 Batch 907/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9329, Loss: 0.0342 Epoch 25 Batch 908/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9425, Loss: 0.0402 Epoch 25 Batch 909/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9382, Loss: 0.0437 Epoch 25 Batch 910/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9379, Loss: 0.0401 Epoch 25 Batch 911/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9325, Loss: 0.0537 Epoch 25 Batch 912/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9375, Loss: 0.0341 Epoch 25 Batch 913/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9411, Loss: 0.0490 Epoch 25 Batch 914/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9389, Loss: 0.0706 Epoch 25 Batch 915/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9389, Loss: 0.0334 Epoch 25 Batch 916/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9354, Loss: 0.0426 Epoch 25 Batch 917/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9354, Loss: 0.0347 Epoch 25 Batch 918/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9446, Loss: 0.0351 Epoch 25 Batch 919/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9396, Loss: 0.0287 Epoch 25 Batch 920/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9396, Loss: 0.0320 Epoch 25 Batch 921/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9368, Loss: 0.0355 Epoch 25 Batch 922/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9315, Loss: 0.0351 Epoch 25 Batch 923/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9237, Loss: 0.0263 Epoch 25 Batch 924/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9212, Loss: 0.0458 Epoch 25 Batch 925/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9169, Loss: 0.0297 Epoch 25 Batch 926/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9219, Loss: 0.0437 Epoch 25 Batch 927/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9283, Loss: 0.0439 Epoch 25 Batch 928/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9286, Loss: 0.0343 Epoch 25 Batch 929/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9318, Loss: 0.0327 Epoch 25 Batch 930/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9347, Loss: 0.0272 Epoch 25 Batch 931/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9244, Loss: 0.0371 Epoch 25 Batch 932/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9240, Loss: 0.0335 Epoch 25 Batch 933/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9279, Loss: 0.0341 Epoch 25 Batch 934/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9329, Loss: 0.0295 Epoch 25 Batch 935/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9304, Loss: 0.0361 Epoch 25 Batch 936/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9283, Loss: 0.0373 Epoch 25 Batch 937/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9155, Loss: 0.0498 Epoch 25 Batch 938/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9173, Loss: 0.0425 Epoch 25 Batch 939/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9247, Loss: 0.0448 Epoch 25 Batch 940/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9201, Loss: 0.0295 Epoch 25 Batch 941/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9247, Loss: 0.0350 Epoch 25 Batch 942/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9268, Loss: 0.0447 Epoch 25 Batch 943/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9258, Loss: 0.0341 Epoch 25 Batch 944/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9261, Loss: 0.0345 Epoch 25 Batch 945/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9318, Loss: 0.0298 Epoch 25 Batch 946/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9304, Loss: 0.0252 Epoch 25 Batch 947/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9339, Loss: 0.0440 Epoch 25 Batch 948/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9407, Loss: 0.0335 Epoch 25 Batch 949/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9226, Loss: 0.0298 Epoch 25 Batch 950/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9183, Loss: 0.0344 Epoch 25 Batch 951/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9304, Loss: 0.0417 Epoch 25 Batch 952/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9215, Loss: 0.0281 Epoch 25 Batch 953/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9219, Loss: 0.0377 Epoch 25 Batch 954/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9304, Loss: 0.0443 Epoch 25 Batch 955/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9350, Loss: 0.0411 Epoch 25 Batch 956/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9371, Loss: 0.0375 Epoch 25 Batch 957/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9325, Loss: 0.0249 Epoch 25 Batch 958/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9272, Loss: 0.0432 Epoch 25 Batch 959/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9272, Loss: 0.0381 Epoch 25 Batch 960/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9208, Loss: 0.0323 Epoch 25 Batch 961/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9222, Loss: 0.0287 Epoch 25 Batch 962/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9165, Loss: 0.0368 Epoch 25 Batch 963/1077 - Train Accuracy: 0.9444, Validation Accuracy: 0.9261, Loss: 0.0470 Epoch 25 Batch 964/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9286, Loss: 0.0323 Epoch 25 Batch 965/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9332, Loss: 0.0481 Epoch 25 Batch 966/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9339, Loss: 0.0299 Epoch 25 Batch 967/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9336, Loss: 0.0399 Epoch 25 Batch 968/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9396, Loss: 0.0445 Epoch 25 Batch 969/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9350, Loss: 0.0428 Epoch 25 Batch 970/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9290, Loss: 0.0371 Epoch 25 Batch 971/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9279, Loss: 0.0403 Epoch 25 Batch 972/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9308, Loss: 0.0424 Epoch 25 Batch 973/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9276, Loss: 0.0243 Epoch 25 Batch 974/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9276, Loss: 0.0297 Epoch 25 Batch 975/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9311, Loss: 0.0340 Epoch 25 Batch 976/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9244, Loss: 0.0307 Epoch 25 Batch 977/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9247, Loss: 0.0236 Epoch 25 Batch 978/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9151, Loss: 0.0346 Epoch 25 Batch 979/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9194, Loss: 0.0366 Epoch 25 Batch 980/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9215, Loss: 0.0357 Epoch 25 Batch 981/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9265, Loss: 0.0429 Epoch 25 Batch 982/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9279, Loss: 0.0393 Epoch 25 Batch 983/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9276, Loss: 0.0361 Epoch 25 Batch 984/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9155, Loss: 0.0426 Epoch 25 Batch 985/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9144, Loss: 0.0312 Epoch 25 Batch 986/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9190, Loss: 0.0335 Epoch 25 Batch 987/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9261, Loss: 0.0332 Epoch 25 Batch 988/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9247, Loss: 0.0424 Epoch 25 Batch 989/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9229, Loss: 0.0389 Epoch 25 Batch 990/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9233, Loss: 0.0446 Epoch 25 Batch 991/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9190, Loss: 0.0363 Epoch 25 Batch 992/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9144, Loss: 0.0376 Epoch 25 Batch 993/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9194, Loss: 0.0254 Epoch 25 Batch 994/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9194, Loss: 0.0315 Epoch 25 Batch 995/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9354, Loss: 0.0333 Epoch 25 Batch 996/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0347 Epoch 25 Batch 997/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9325, Loss: 0.0372 Epoch 25 Batch 998/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9368, Loss: 0.0296 Epoch 25 Batch 999/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9254, Loss: 0.0456 Epoch 25 Batch 1000/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9158, Loss: 0.0369 Epoch 25 Batch 1001/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9208, Loss: 0.0323 Epoch 25 Batch 1002/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9205, Loss: 0.0260 Epoch 25 Batch 1003/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9183, Loss: 0.0341 Epoch 25 Batch 1004/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9283, Loss: 0.0371 Epoch 25 Batch 1005/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9180, Loss: 0.0341 Epoch 25 Batch 1006/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9158, Loss: 0.0309 Epoch 25 Batch 1007/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9290, Loss: 0.0315 Epoch 25 Batch 1008/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9247, Loss: 0.0388 Epoch 25 Batch 1009/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9201, Loss: 0.0254 Epoch 25 Batch 1010/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9169, Loss: 0.0310 Epoch 25 Batch 1011/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9169, Loss: 0.0354 Epoch 25 Batch 1012/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9105, Loss: 0.0255 Epoch 25 Batch 1013/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9109, Loss: 0.0272 Epoch 25 Batch 1014/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9109, Loss: 0.0315 Epoch 25 Batch 1015/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9205, Loss: 0.0416 Epoch 25 Batch 1016/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9201, Loss: 0.0340 Epoch 25 Batch 1017/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9148, Loss: 0.0305 Epoch 25 Batch 1018/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9205, Loss: 0.0423 Epoch 25 Batch 1019/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9208, Loss: 0.0467 Epoch 25 Batch 1020/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9190, Loss: 0.0306 Epoch 25 Batch 1021/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9144, Loss: 0.0368 Epoch 25 Batch 1022/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9151, Loss: 0.0302 Epoch 25 Batch 1023/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9151, Loss: 0.0342 Epoch 25 Batch 1024/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9197, Loss: 0.0422 Epoch 25 Batch 1025/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9190, Loss: 0.0352 Epoch 25 Batch 1026/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9187, Loss: 0.0389 Epoch 25 Batch 1027/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9187, Loss: 0.0354 Epoch 25 Batch 1028/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9240, Loss: 0.0359 Epoch 25 Batch 1029/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9180, Loss: 0.0293 Epoch 25 Batch 1030/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9183, Loss: 0.0376 Epoch 25 Batch 1031/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9080, Loss: 0.0374 Epoch 25 Batch 1032/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9183, Loss: 0.0443 Epoch 25 Batch 1033/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9237, Loss: 0.0413 Epoch 25 Batch 1034/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9240, Loss: 0.0324 Epoch 25 Batch 1035/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9233, Loss: 0.0248 Epoch 25 Batch 1036/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9226, Loss: 0.0521 Epoch 25 Batch 1037/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9226, Loss: 0.0377 Epoch 25 Batch 1038/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9087, Loss: 0.0441 Epoch 25 Batch 1039/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9130, Loss: 0.0331 Epoch 25 Batch 1040/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9233, Loss: 0.0354 Epoch 25 Batch 1041/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9233, Loss: 0.0450 Epoch 25 Batch 1042/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9276, Loss: 0.0394 Epoch 25 Batch 1043/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9336, Loss: 0.0525 Epoch 25 Batch 1044/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9293, Loss: 0.0432 Epoch 25 Batch 1045/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9311, Loss: 0.0402 Epoch 25 Batch 1046/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9194, Loss: 0.0273 Epoch 25 Batch 1047/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9212, Loss: 0.0286 Epoch 25 Batch 1048/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9190, Loss: 0.0415 Epoch 25 Batch 1049/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9244, Loss: 0.0390 Epoch 25 Batch 1050/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9244, Loss: 0.0257 Epoch 25 Batch 1051/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9343, Loss: 0.0431 Epoch 25 Batch 1052/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9290, Loss: 0.0304 Epoch 25 Batch 1053/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9364, Loss: 0.0354 Epoch 25 Batch 1054/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9276, Loss: 0.0337 Epoch 25 Batch 1055/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9233, Loss: 0.0417 Epoch 25 Batch 1056/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9290, Loss: 0.0324 Epoch 25 Batch 1057/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0341 Epoch 25 Batch 1058/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9286, Loss: 0.0393 Epoch 25 Batch 1059/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9286, Loss: 0.0441 Epoch 25 Batch 1060/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9293, Loss: 0.0298 Epoch 25 Batch 1061/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9315, Loss: 0.0518 Epoch 25 Batch 1062/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9336, Loss: 0.0437 Epoch 25 Batch 1063/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9382, Loss: 0.0435 Epoch 25 Batch 1064/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9382, Loss: 0.0334 Epoch 25 Batch 1065/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9428, Loss: 0.0408 Epoch 25 Batch 1066/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9489, Loss: 0.0280 Epoch 25 Batch 1067/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9442, Loss: 0.0397 Epoch 25 Batch 1068/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9442, Loss: 0.0286 Epoch 25 Batch 1069/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9418, Loss: 0.0268 Epoch 25 Batch 1070/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9389, Loss: 0.0357 Epoch 25 Batch 1071/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9389, Loss: 0.0354 Epoch 25 Batch 1072/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9439, Loss: 0.0356 Epoch 25 Batch 1073/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0379 Epoch 25 Batch 1074/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9407, Loss: 0.0515 Epoch 25 Batch 1075/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9403, Loss: 0.0408 Epoch 26 Batch 1/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9368, Loss: 0.0272 Epoch 26 Batch 2/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9411, Loss: 0.0362 Epoch 26 Batch 3/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9435, Loss: 0.0420 Epoch 26 Batch 4/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9439, Loss: 0.0358 Epoch 26 Batch 5/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9428, Loss: 0.0495 Epoch 26 Batch 6/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9375, Loss: 0.0317 Epoch 26 Batch 7/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9421, Loss: 0.0329 Epoch 26 Batch 8/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9421, Loss: 0.0309 Epoch 26 Batch 9/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9425, Loss: 0.0365 Epoch 26 Batch 10/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9421, Loss: 0.0329 Epoch 26 Batch 11/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9375, Loss: 0.0392 Epoch 26 Batch 12/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9421, Loss: 0.0324 Epoch 26 Batch 13/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9439, Loss: 0.0537 Epoch 26 Batch 14/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9464, Loss: 0.0285 Epoch 26 Batch 15/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9478, Loss: 0.0322 Epoch 26 Batch 16/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9478, Loss: 0.0343 Epoch 26 Batch 17/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9375, Loss: 0.0306 Epoch 26 Batch 18/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9318, Loss: 0.0351 Epoch 26 Batch 19/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9371, Loss: 0.0319 Epoch 26 Batch 20/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9428, Loss: 0.0302 Epoch 26 Batch 21/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9336, Loss: 0.0433 Epoch 26 Batch 22/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9261, Loss: 0.0394 Epoch 26 Batch 23/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9244, Loss: 0.0296 Epoch 26 Batch 24/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9190, Loss: 0.0412 Epoch 26 Batch 25/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9173, Loss: 0.0252 Epoch 26 Batch 26/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9173, Loss: 0.0417 Epoch 26 Batch 27/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9339, Loss: 0.0265 Epoch 26 Batch 28/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9375, Loss: 0.0363 Epoch 26 Batch 29/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9393, Loss: 0.0391 Epoch 26 Batch 30/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9354, Loss: 0.0307 Epoch 26 Batch 31/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9350, Loss: 0.0332 Epoch 26 Batch 32/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9304, Loss: 0.0293 Epoch 26 Batch 33/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9300, Loss: 0.0310 Epoch 26 Batch 34/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9300, Loss: 0.0411 Epoch 26 Batch 35/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9336, Loss: 0.0384 Epoch 26 Batch 36/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9354, Loss: 0.0321 Epoch 26 Batch 37/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9258, Loss: 0.0362 Epoch 26 Batch 38/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9208, Loss: 0.0462 Epoch 26 Batch 39/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9311, Loss: 0.0504 Epoch 26 Batch 40/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9272, Loss: 0.0334 Epoch 26 Batch 41/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9219, Loss: 0.0281 Epoch 26 Batch 42/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9272, Loss: 0.0433 Epoch 26 Batch 43/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9254, Loss: 0.0258 Epoch 26 Batch 44/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9205, Loss: 0.0261 Epoch 26 Batch 45/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9212, Loss: 0.0341 Epoch 26 Batch 46/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9212, Loss: 0.0417 Epoch 26 Batch 47/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9205, Loss: 0.0391 Epoch 26 Batch 48/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9251, Loss: 0.0541 Epoch 26 Batch 49/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9272, Loss: 0.0416 Epoch 26 Batch 50/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9322, Loss: 0.0326 Epoch 26 Batch 51/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9173, Loss: 0.0337 Epoch 26 Batch 52/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9148, Loss: 0.0470 Epoch 26 Batch 53/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9162, Loss: 0.0353 Epoch 26 Batch 54/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9169, Loss: 0.0589 Epoch 26 Batch 55/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9272, Loss: 0.0323 Epoch 26 Batch 56/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9290, Loss: 0.0270 Epoch 26 Batch 57/1077 - Train Accuracy: 0.9279, Validation Accuracy: 0.9290, Loss: 0.0368 Epoch 26 Batch 58/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9229, Loss: 0.0303 Epoch 26 Batch 59/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9244, Loss: 0.0341 Epoch 26 Batch 60/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9268, Loss: 0.0262 Epoch 26 Batch 61/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9300, Loss: 0.0374 Epoch 26 Batch 62/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9304, Loss: 0.0401 Epoch 26 Batch 63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9201, Loss: 0.0249 Epoch 26 Batch 64/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9212, Loss: 0.0331 Epoch 26 Batch 65/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9212, Loss: 0.0333 Epoch 26 Batch 66/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9229, Loss: 0.0238 Epoch 26 Batch 67/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9233, Loss: 0.0319 Epoch 26 Batch 68/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9180, Loss: 0.0425 Epoch 26 Batch 69/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9347, Loss: 0.0446 Epoch 26 Batch 70/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9322, Loss: 0.0440 Epoch 26 Batch 71/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9276, Loss: 0.0254 Epoch 26 Batch 72/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9283, Loss: 0.0353 Epoch 26 Batch 73/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9357, Loss: 0.0395 Epoch 26 Batch 74/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9375, Loss: 0.0332 Epoch 26 Batch 75/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9446, Loss: 0.0481 Epoch 26 Batch 76/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9421, Loss: 0.0269 Epoch 26 Batch 77/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9421, Loss: 0.0328 Epoch 26 Batch 78/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9393, Loss: 0.0349 Epoch 26 Batch 79/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9318, Loss: 0.0349 Epoch 26 Batch 80/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9364, Loss: 0.0347 Epoch 26 Batch 81/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9368, Loss: 0.0285 Epoch 26 Batch 82/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9293, Loss: 0.0361 Epoch 26 Batch 83/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9368, Loss: 0.0299 Epoch 26 Batch 84/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9318, Loss: 0.0302 Epoch 26 Batch 85/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9343, Loss: 0.0377 Epoch 26 Batch 86/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9350, Loss: 0.0330 Epoch 26 Batch 87/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9347, Loss: 0.0505 Epoch 26 Batch 88/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9393, Loss: 0.0395 Epoch 26 Batch 89/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9428, Loss: 0.0414 Epoch 26 Batch 90/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9379, Loss: 0.0321 Epoch 26 Batch 91/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9240, Loss: 0.0384 Epoch 26 Batch 92/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9237, Loss: 0.0407 Epoch 26 Batch 93/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9237, Loss: 0.0332 Epoch 26 Batch 94/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9212, Loss: 0.0284 Epoch 26 Batch 95/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9219, Loss: 0.0404 Epoch 26 Batch 96/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9151, Loss: 0.0395 Epoch 26 Batch 97/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9197, Loss: 0.0338 Epoch 26 Batch 98/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9318, Loss: 0.0395 Epoch 26 Batch 99/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9258, Loss: 0.0360 Epoch 26 Batch 100/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9258, Loss: 0.0405 Epoch 26 Batch 101/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9300, Loss: 0.0313 Epoch 26 Batch 102/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9308, Loss: 0.0282 Epoch 26 Batch 103/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9183, Loss: 0.0502 Epoch 26 Batch 104/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9137, Loss: 0.0418 Epoch 26 Batch 105/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9148, Loss: 0.0337 Epoch 26 Batch 106/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9070, Loss: 0.0409 Epoch 26 Batch 107/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9034, Loss: 0.0391 Epoch 26 Batch 108/1077 - Train Accuracy: 0.9158, Validation Accuracy: 0.9158, Loss: 0.0390 Epoch 26 Batch 109/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9180, Loss: 0.0346 Epoch 26 Batch 110/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9165, Loss: 0.0267 Epoch 26 Batch 111/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9162, Loss: 0.0385 Epoch 26 Batch 112/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9187, Loss: 0.0305 Epoch 26 Batch 113/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9240, Loss: 0.0440 Epoch 26 Batch 114/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9300, Loss: 0.0301 Epoch 26 Batch 115/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9276, Loss: 0.0475 Epoch 26 Batch 116/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9322, Loss: 0.0506 Epoch 26 Batch 117/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9379, Loss: 0.0331 Epoch 26 Batch 118/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9343, Loss: 0.0394 Epoch 26 Batch 119/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9293, Loss: 0.0277 Epoch 26 Batch 120/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9297, Loss: 0.0534 Epoch 26 Batch 121/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9293, Loss: 0.0342 Epoch 26 Batch 122/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9332, Loss: 0.0329 Epoch 26 Batch 123/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9329, Loss: 0.0294 Epoch 26 Batch 124/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9442, Loss: 0.0401 Epoch 26 Batch 125/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9364, Loss: 0.0448 Epoch 26 Batch 126/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9379, Loss: 0.0364 Epoch 26 Batch 127/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9368, Loss: 0.0342 Epoch 26 Batch 128/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9268, Loss: 0.0332 Epoch 26 Batch 129/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9258, Loss: 0.0426 Epoch 26 Batch 130/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9190, Loss: 0.0380 Epoch 26 Batch 131/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9290, Loss: 0.0429 Epoch 26 Batch 132/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9208, Loss: 0.0318 Epoch 26 Batch 133/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9268, Loss: 0.0301 Epoch 26 Batch 134/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9272, Loss: 0.0356 Epoch 26 Batch 135/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9265, Loss: 0.0370 Epoch 26 Batch 136/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9332, Loss: 0.0306 Epoch 26 Batch 137/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9283, Loss: 0.0324 Epoch 26 Batch 138/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9297, Loss: 0.0357 Epoch 26 Batch 139/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9201, Loss: 0.0381 Epoch 26 Batch 140/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9315, Loss: 0.0328 Epoch 26 Batch 141/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9315, Loss: 0.0358 Epoch 26 Batch 142/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9315, Loss: 0.0374 Epoch 26 Batch 143/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9215, Loss: 0.0379 Epoch 26 Batch 144/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9247, Loss: 0.0549 Epoch 26 Batch 145/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9165, Loss: 0.0374 Epoch 26 Batch 146/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9247, Loss: 0.0706 Epoch 26 Batch 147/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9272, Loss: 0.0317 Epoch 26 Batch 148/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9272, Loss: 0.0394 Epoch 26 Batch 149/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9290, Loss: 0.0347 Epoch 26 Batch 150/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9293, Loss: 0.0376 Epoch 26 Batch 151/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9205, Loss: 0.0308 Epoch 26 Batch 152/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9308, Loss: 0.0442 Epoch 26 Batch 153/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9322, Loss: 0.0479 Epoch 26 Batch 154/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9368, Loss: 0.0358 Epoch 26 Batch 155/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9361, Loss: 0.0342 Epoch 26 Batch 156/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9418, Loss: 0.0280 Epoch 26 Batch 157/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9432, Loss: 0.0342 Epoch 26 Batch 158/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9343, Loss: 0.0376 Epoch 26 Batch 159/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9300, Loss: 0.0343 Epoch 26 Batch 160/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9244, Loss: 0.0300 Epoch 26 Batch 161/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9244, Loss: 0.0258 Epoch 26 Batch 162/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9169, Loss: 0.0389 Epoch 26 Batch 163/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9222, Loss: 0.0456 Epoch 26 Batch 164/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9222, Loss: 0.0355 Epoch 26 Batch 165/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9339, Loss: 0.0531 Epoch 26 Batch 166/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9293, Loss: 0.0397 Epoch 26 Batch 167/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9237, Loss: 0.0292 Epoch 26 Batch 168/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9222, Loss: 0.0483 Epoch 26 Batch 169/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9212, Loss: 0.0356 Epoch 26 Batch 170/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9187, Loss: 0.0402 Epoch 26 Batch 171/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9265, Loss: 0.0367 Epoch 26 Batch 172/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9268, Loss: 0.0318 Epoch 26 Batch 173/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9173, Loss: 0.0360 Epoch 26 Batch 174/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9219, Loss: 0.0305 Epoch 26 Batch 175/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9144, Loss: 0.0402 Epoch 26 Batch 176/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9244, Loss: 0.0362 Epoch 26 Batch 177/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9396, Loss: 0.0449 Epoch 26 Batch 178/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9258, Loss: 0.0323 Epoch 26 Batch 179/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9308, Loss: 0.0337 Epoch 26 Batch 180/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9343, Loss: 0.0310 Epoch 26 Batch 181/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9393, Loss: 0.0390 Epoch 26 Batch 182/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9485, Loss: 0.0427 Epoch 26 Batch 183/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9435, Loss: 0.0367 Epoch 26 Batch 184/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9382, Loss: 0.0355 Epoch 26 Batch 185/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9286, Loss: 0.0356 Epoch 26 Batch 186/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9258, Loss: 0.0380 Epoch 26 Batch 187/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9261, Loss: 0.0295 Epoch 26 Batch 188/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9219, Loss: 0.0417 Epoch 26 Batch 189/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9325, Loss: 0.0361 Epoch 26 Batch 190/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9425, Loss: 0.0314 Epoch 26 Batch 191/1077 - Train Accuracy: 0.9347, Validation Accuracy: 0.9354, Loss: 0.0297 Epoch 26 Batch 192/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9325, Loss: 0.0399 Epoch 26 Batch 193/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9325, Loss: 0.0310 Epoch 26 Batch 194/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9325, Loss: 0.0261 Epoch 26 Batch 195/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9315, Loss: 0.0284 Epoch 26 Batch 196/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9361, Loss: 0.0280 Epoch 26 Batch 197/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9467, Loss: 0.0406 Epoch 26 Batch 198/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9464, Loss: 0.0334 Epoch 26 Batch 199/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9361, Loss: 0.0322 Epoch 26 Batch 200/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9361, Loss: 0.0349 Epoch 26 Batch 201/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9361, Loss: 0.0286 Epoch 26 Batch 202/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9332, Loss: 0.0319 Epoch 26 Batch 203/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9332, Loss: 0.0367 Epoch 26 Batch 204/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9315, Loss: 0.0541 Epoch 26 Batch 205/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9290, Loss: 0.0418 Epoch 26 Batch 206/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9247, Loss: 0.0298 Epoch 26 Batch 207/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9350, Loss: 0.0330 Epoch 26 Batch 208/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9350, Loss: 0.0349 Epoch 26 Batch 209/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9315, Loss: 0.0273 Epoch 26 Batch 210/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9315, Loss: 0.0378 Epoch 26 Batch 211/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9311, Loss: 0.0342 Epoch 26 Batch 212/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9350, Loss: 0.0282 Epoch 26 Batch 213/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9297, Loss: 0.0301 Epoch 26 Batch 214/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9240, Loss: 0.0304 Epoch 26 Batch 215/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9233, Loss: 0.0389 Epoch 26 Batch 216/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9254, Loss: 0.0310 Epoch 26 Batch 217/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9155, Loss: 0.0280 Epoch 26 Batch 218/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9251, Loss: 0.0395 Epoch 26 Batch 219/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9300, Loss: 0.0254 Epoch 26 Batch 220/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9300, Loss: 0.0372 Epoch 26 Batch 221/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9251, Loss: 0.0354 Epoch 26 Batch 222/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9300, Loss: 0.0301 Epoch 26 Batch 223/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9300, Loss: 0.0358 Epoch 26 Batch 224/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9283, Loss: 0.0367 Epoch 26 Batch 225/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9293, Loss: 0.0472 Epoch 26 Batch 226/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9293, Loss: 0.0344 Epoch 26 Batch 227/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9290, Loss: 0.0431 Epoch 26 Batch 228/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9290, Loss: 0.0268 Epoch 26 Batch 229/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9339, Loss: 0.0346 Epoch 26 Batch 230/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9350, Loss: 0.0303 Epoch 26 Batch 231/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9247, Loss: 0.0386 Epoch 26 Batch 232/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9364, Loss: 0.0300 Epoch 26 Batch 233/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9318, Loss: 0.0392 Epoch 26 Batch 234/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9268, Loss: 0.0398 Epoch 26 Batch 235/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9219, Loss: 0.0366 Epoch 26 Batch 236/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9254, Loss: 0.0372 Epoch 26 Batch 237/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9290, Loss: 0.0273 Epoch 26 Batch 238/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9318, Loss: 0.0351 Epoch 26 Batch 239/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0260 Epoch 26 Batch 240/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9336, Loss: 0.0281 Epoch 26 Batch 241/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0273 Epoch 26 Batch 242/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9336, Loss: 0.0339 Epoch 26 Batch 243/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9336, Loss: 0.0409 Epoch 26 Batch 244/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9244, Loss: 0.0317 Epoch 26 Batch 245/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9244, Loss: 0.0309 Epoch 26 Batch 246/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9194, Loss: 0.0357 Epoch 26 Batch 247/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9233, Loss: 0.0360 Epoch 26 Batch 248/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9325, Loss: 0.0331 Epoch 26 Batch 249/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9279, Loss: 0.0285 Epoch 26 Batch 250/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9283, Loss: 0.0370 Epoch 26 Batch 251/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9283, Loss: 0.0402 Epoch 26 Batch 252/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9283, Loss: 0.0430 Epoch 26 Batch 253/1077 - Train Accuracy: 0.9229, Validation Accuracy: 0.9315, Loss: 0.0360 Epoch 26 Batch 254/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9325, Loss: 0.0397 Epoch 26 Batch 255/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9329, Loss: 0.0299 Epoch 26 Batch 256/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9329, Loss: 0.0547 Epoch 26 Batch 257/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9396, Loss: 0.0375 Epoch 26 Batch 258/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9393, Loss: 0.0333 Epoch 26 Batch 259/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9389, Loss: 0.0308 Epoch 26 Batch 260/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9389, Loss: 0.0322 Epoch 26 Batch 261/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9311, Loss: 0.0321 Epoch 26 Batch 262/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9318, Loss: 0.0292 Epoch 26 Batch 263/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9329, Loss: 0.0324 Epoch 26 Batch 264/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9272, Loss: 0.0363 Epoch 26 Batch 265/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9293, Loss: 0.0348 Epoch 26 Batch 266/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9304, Loss: 0.0388 Epoch 26 Batch 267/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9276, Loss: 0.0261 Epoch 26 Batch 268/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9322, Loss: 0.0450 Epoch 26 Batch 269/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9332, Loss: 0.0429 Epoch 26 Batch 270/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9279, Loss: 0.0442 Epoch 26 Batch 271/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9272, Loss: 0.0354 Epoch 26 Batch 272/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9240, Loss: 0.0616 Epoch 26 Batch 273/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9297, Loss: 0.0331 Epoch 26 Batch 274/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9155, Loss: 0.0361 Epoch 26 Batch 275/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9205, Loss: 0.0324 Epoch 26 Batch 276/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9261, Loss: 0.0560 Epoch 26 Batch 277/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9254, Loss: 0.0295 Epoch 26 Batch 278/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9212, Loss: 0.0452 Epoch 26 Batch 279/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9183, Loss: 0.0407 Epoch 26 Batch 280/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9332, Loss: 0.0387 Epoch 26 Batch 281/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9332, Loss: 0.0433 Epoch 26 Batch 282/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9279, Loss: 0.0491 Epoch 26 Batch 283/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9258, Loss: 0.0328 Epoch 26 Batch 284/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9258, Loss: 0.0392 Epoch 26 Batch 285/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9194, Loss: 0.0418 Epoch 26 Batch 286/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9229, Loss: 0.0383 Epoch 26 Batch 287/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9276, Loss: 0.0437 Epoch 26 Batch 288/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9329, Loss: 0.0445 Epoch 26 Batch 289/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9272, Loss: 0.0296 Epoch 26 Batch 290/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9265, Loss: 0.0545 Epoch 26 Batch 291/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9144, Loss: 0.0515 Epoch 26 Batch 292/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9137, Loss: 0.0324 Epoch 26 Batch 293/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9141, Loss: 0.0349 Epoch 26 Batch 294/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9219, Loss: 0.0343 Epoch 26 Batch 295/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9205, Loss: 0.0446 Epoch 26 Batch 296/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9229, Loss: 0.0366 Epoch 26 Batch 297/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9169, Loss: 0.0395 Epoch 26 Batch 298/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9173, Loss: 0.0460 Epoch 26 Batch 299/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9283, Loss: 0.0384 Epoch 26 Batch 300/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9347, Loss: 0.0272 Epoch 26 Batch 301/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9325, Loss: 0.0294 Epoch 26 Batch 302/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9396, Loss: 0.0312 Epoch 26 Batch 303/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9350, Loss: 0.0397 Epoch 26 Batch 304/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9364, Loss: 0.0336 Epoch 26 Batch 305/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9407, Loss: 0.0366 Epoch 26 Batch 306/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9339, Loss: 0.0451 Epoch 26 Batch 307/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9389, Loss: 0.0348 Epoch 26 Batch 308/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9382, Loss: 0.0403 Epoch 26 Batch 309/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9336, Loss: 0.0258 Epoch 26 Batch 310/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9368, Loss: 0.0321 Epoch 26 Batch 311/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9343, Loss: 0.0302 Epoch 26 Batch 312/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9332, Loss: 0.0429 Epoch 26 Batch 313/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9229, Loss: 0.0277 Epoch 26 Batch 314/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9180, Loss: 0.0421 Epoch 26 Batch 315/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9222, Loss: 0.0301 Epoch 26 Batch 316/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9247, Loss: 0.0368 Epoch 26 Batch 317/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9350, Loss: 0.0358 Epoch 26 Batch 318/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9329, Loss: 0.0308 Epoch 26 Batch 319/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9329, Loss: 0.0466 Epoch 26 Batch 320/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9350, Loss: 0.0507 Epoch 26 Batch 321/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9389, Loss: 0.0310 Epoch 26 Batch 322/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9343, Loss: 0.0319 Epoch 26 Batch 323/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9315, Loss: 0.0375 Epoch 26 Batch 324/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9212, Loss: 0.0323 Epoch 26 Batch 325/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9212, Loss: 0.0337 Epoch 26 Batch 326/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9165, Loss: 0.0318 Epoch 26 Batch 327/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9268, Loss: 0.0469 Epoch 26 Batch 328/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9293, Loss: 0.0419 Epoch 26 Batch 329/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9290, Loss: 0.0353 Epoch 26 Batch 330/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9293, Loss: 0.0382 Epoch 26 Batch 331/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9357, Loss: 0.0347 Epoch 26 Batch 332/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9357, Loss: 0.0232 Epoch 26 Batch 333/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9308, Loss: 0.0302 Epoch 26 Batch 334/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9308, Loss: 0.0338 Epoch 26 Batch 335/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9304, Loss: 0.0314 Epoch 26 Batch 336/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9254, Loss: 0.0729 Epoch 26 Batch 337/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9276, Loss: 0.0377 Epoch 26 Batch 338/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9290, Loss: 0.0495 Epoch 26 Batch 339/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9339, Loss: 0.0283 Epoch 26 Batch 340/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9311, Loss: 0.0317 Epoch 26 Batch 341/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9311, Loss: 0.0485 Epoch 26 Batch 342/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9315, Loss: 0.0310 Epoch 26 Batch 343/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9244, Loss: 0.0428 Epoch 26 Batch 344/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9336, Loss: 0.0397 Epoch 26 Batch 345/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9368, Loss: 0.0348 Epoch 26 Batch 346/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9315, Loss: 0.0345 Epoch 26 Batch 347/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9268, Loss: 0.0273 Epoch 26 Batch 348/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9222, Loss: 0.0380 Epoch 26 Batch 349/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9180, Loss: 0.0328 Epoch 26 Batch 350/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9116, Loss: 0.0305 Epoch 26 Batch 351/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9151, Loss: 0.0357 Epoch 26 Batch 352/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9197, Loss: 0.0280 Epoch 26 Batch 353/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9173, Loss: 0.0380 Epoch 26 Batch 354/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9261, Loss: 0.0397 Epoch 26 Batch 355/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9226, Loss: 0.0328 Epoch 26 Batch 356/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9183, Loss: 0.0343 Epoch 26 Batch 357/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9233, Loss: 0.0355 Epoch 26 Batch 358/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9155, Loss: 0.0418 Epoch 26 Batch 359/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9279, Loss: 0.0357 Epoch 26 Batch 360/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9226, Loss: 0.0296 Epoch 26 Batch 361/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9251, Loss: 0.0272 Epoch 26 Batch 362/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9251, Loss: 0.0446 Epoch 26 Batch 363/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9205, Loss: 0.0353 Epoch 26 Batch 364/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9272, Loss: 0.0504 Epoch 26 Batch 365/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9272, Loss: 0.0245 Epoch 26 Batch 366/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9343, Loss: 0.0305 Epoch 26 Batch 367/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9347, Loss: 0.0260 Epoch 26 Batch 368/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9343, Loss: 0.0382 Epoch 26 Batch 369/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9279, Loss: 0.0348 Epoch 26 Batch 370/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9279, Loss: 0.0352 Epoch 26 Batch 371/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9300, Loss: 0.0253 Epoch 26 Batch 372/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9350, Loss: 0.0283 Epoch 26 Batch 373/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9297, Loss: 0.0277 Epoch 26 Batch 374/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9244, Loss: 0.0345 Epoch 26 Batch 375/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9194, Loss: 0.0313 Epoch 26 Batch 376/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9251, Loss: 0.0403 Epoch 26 Batch 377/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9212, Loss: 0.0316 Epoch 26 Batch 378/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9112, Loss: 0.0256 Epoch 26 Batch 379/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9119, Loss: 0.0410 Epoch 26 Batch 380/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9229, Loss: 0.0291 Epoch 26 Batch 381/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9254, Loss: 0.0431 Epoch 26 Batch 382/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9254, Loss: 0.0479 Epoch 26 Batch 383/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9254, Loss: 0.0371 Epoch 26 Batch 384/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9293, Loss: 0.0291 Epoch 26 Batch 385/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9350, Loss: 0.0253 Epoch 26 Batch 386/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9354, Loss: 0.0314 Epoch 26 Batch 387/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0327 Epoch 26 Batch 388/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9311, Loss: 0.0464 Epoch 26 Batch 389/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9268, Loss: 0.0377 Epoch 26 Batch 390/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9265, Loss: 0.0469 Epoch 26 Batch 391/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9244, Loss: 0.0381 Epoch 26 Batch 392/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9339, Loss: 0.0428 Epoch 26 Batch 393/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9343, Loss: 0.0313 Epoch 26 Batch 394/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9343, Loss: 0.0339 Epoch 26 Batch 395/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9339, Loss: 0.0329 Epoch 26 Batch 396/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9339, Loss: 0.0364 Epoch 26 Batch 397/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9339, Loss: 0.0352 Epoch 26 Batch 398/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9336, Loss: 0.0408 Epoch 26 Batch 399/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9336, Loss: 0.0346 Epoch 26 Batch 400/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9240, Loss: 0.0356 Epoch 26 Batch 401/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9290, Loss: 0.0283 Epoch 26 Batch 402/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9332, Loss: 0.0269 Epoch 26 Batch 403/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9403, Loss: 0.0479 Epoch 26 Batch 404/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9347, Loss: 0.0368 Epoch 26 Batch 405/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9286, Loss: 0.0427 Epoch 26 Batch 406/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9180, Loss: 0.0331 Epoch 26 Batch 407/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9194, Loss: 0.0366 Epoch 26 Batch 408/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9190, Loss: 0.0391 Epoch 26 Batch 409/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9205, Loss: 0.0397 Epoch 26 Batch 410/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9322, Loss: 0.0466 Epoch 26 Batch 411/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9293, Loss: 0.0344 Epoch 26 Batch 412/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9265, Loss: 0.0314 Epoch 26 Batch 413/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9315, Loss: 0.0350 Epoch 26 Batch 414/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9361, Loss: 0.0348 Epoch 26 Batch 415/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9407, Loss: 0.0437 Epoch 26 Batch 416/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9407, Loss: 0.0346 Epoch 26 Batch 417/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9411, Loss: 0.0544 Epoch 26 Batch 418/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0306 Epoch 26 Batch 419/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9411, Loss: 0.0316 Epoch 26 Batch 420/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0336 Epoch 26 Batch 421/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9464, Loss: 0.0529 Epoch 26 Batch 422/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9386, Loss: 0.0344 Epoch 26 Batch 423/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9339, Loss: 0.0351 Epoch 26 Batch 424/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9318, Loss: 0.0310 Epoch 26 Batch 425/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9318, Loss: 0.0305 Epoch 26 Batch 426/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9215, Loss: 0.0399 Epoch 26 Batch 427/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9197, Loss: 0.0295 Epoch 26 Batch 428/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9197, Loss: 0.0263 Epoch 26 Batch 429/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9194, Loss: 0.0316 Epoch 26 Batch 430/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9137, Loss: 0.0317 Epoch 26 Batch 431/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9194, Loss: 0.0295 Epoch 26 Batch 432/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9176, Loss: 0.0348 Epoch 26 Batch 433/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9208, Loss: 0.0361 Epoch 26 Batch 434/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9251, Loss: 0.0364 Epoch 26 Batch 435/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9268, Loss: 0.0438 Epoch 26 Batch 436/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9219, Loss: 0.0349 Epoch 26 Batch 437/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9215, Loss: 0.0273 Epoch 26 Batch 438/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9219, Loss: 0.0355 Epoch 26 Batch 439/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9183, Loss: 0.0381 Epoch 26 Batch 440/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9162, Loss: 0.0427 Epoch 26 Batch 441/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9183, Loss: 0.0342 Epoch 26 Batch 442/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9229, Loss: 0.0386 Epoch 26 Batch 443/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9226, Loss: 0.0302 Epoch 26 Batch 444/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9251, Loss: 0.0395 Epoch 26 Batch 445/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9251, Loss: 0.0399 Epoch 26 Batch 446/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9229, Loss: 0.0283 Epoch 26 Batch 447/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9297, Loss: 0.0373 Epoch 26 Batch 448/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9297, Loss: 0.0397 Epoch 26 Batch 449/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9215, Loss: 0.0466 Epoch 26 Batch 450/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9027, Loss: 0.0390 Epoch 26 Batch 451/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9134, Loss: 0.0294 Epoch 26 Batch 452/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9130, Loss: 0.0320 Epoch 26 Batch 453/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9237, Loss: 0.0352 Epoch 26 Batch 454/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9268, Loss: 0.0437 Epoch 26 Batch 455/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9325, Loss: 0.0358 Epoch 26 Batch 456/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9293, Loss: 0.0427 Epoch 26 Batch 457/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9350, Loss: 0.0291 Epoch 26 Batch 458/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9350, Loss: 0.0373 Epoch 26 Batch 459/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9237, Loss: 0.0373 Epoch 26 Batch 460/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9205, Loss: 0.0393 Epoch 26 Batch 461/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9144, Loss: 0.0348 Epoch 26 Batch 462/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9240, Loss: 0.0351 Epoch 26 Batch 463/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9240, Loss: 0.0337 Epoch 26 Batch 464/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9258, Loss: 0.0339 Epoch 26 Batch 465/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9219, Loss: 0.0486 Epoch 26 Batch 466/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9187, Loss: 0.0337 Epoch 26 Batch 467/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9215, Loss: 0.0376 Epoch 26 Batch 468/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9233, Loss: 0.0326 Epoch 26 Batch 469/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9187, Loss: 0.0287 Epoch 26 Batch 470/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9240, Loss: 0.0376 Epoch 26 Batch 471/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9247, Loss: 0.0259 Epoch 26 Batch 472/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9258, Loss: 0.0292 Epoch 26 Batch 473/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9258, Loss: 0.0351 Epoch 26 Batch 474/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9311, Loss: 0.0335 Epoch 26 Batch 475/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9308, Loss: 0.0387 Epoch 26 Batch 476/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9368, Loss: 0.0277 Epoch 26 Batch 477/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9364, Loss: 0.0353 Epoch 26 Batch 478/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9400, Loss: 0.0352 Epoch 26 Batch 479/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9400, Loss: 0.0381 Epoch 26 Batch 480/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9400, Loss: 0.0325 Epoch 26 Batch 481/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9450, Loss: 0.0355 Epoch 26 Batch 482/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9350, Loss: 0.0414 Epoch 26 Batch 483/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9322, Loss: 0.0441 Epoch 26 Batch 484/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9339, Loss: 0.0364 Epoch 26 Batch 485/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9354, Loss: 0.0372 Epoch 26 Batch 486/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9261, Loss: 0.0301 Epoch 26 Batch 487/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9368, Loss: 0.0314 Epoch 26 Batch 488/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9261, Loss: 0.0272 Epoch 26 Batch 489/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9265, Loss: 0.0275 Epoch 26 Batch 490/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9308, Loss: 0.0362 Epoch 26 Batch 491/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9283, Loss: 0.0437 Epoch 26 Batch 492/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9229, Loss: 0.0386 Epoch 26 Batch 493/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9247, Loss: 0.0255 Epoch 26 Batch 494/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9251, Loss: 0.0292 Epoch 26 Batch 495/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9247, Loss: 0.0283 Epoch 26 Batch 496/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9297, Loss: 0.0328 Epoch 26 Batch 497/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9361, Loss: 0.0355 Epoch 26 Batch 498/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9254, Loss: 0.0357 Epoch 26 Batch 499/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9229, Loss: 0.0308 Epoch 26 Batch 500/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9208, Loss: 0.0255 Epoch 26 Batch 501/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9197, Loss: 0.0322 Epoch 26 Batch 502/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9247, Loss: 0.0339 Epoch 26 Batch 503/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0311 Epoch 26 Batch 504/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9347, Loss: 0.0330 Epoch 26 Batch 505/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9300, Loss: 0.0250 Epoch 26 Batch 506/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9304, Loss: 0.0391 Epoch 26 Batch 507/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9308, Loss: 0.0356 Epoch 26 Batch 508/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9247, Loss: 0.0278 Epoch 26 Batch 509/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9197, Loss: 0.0372 Epoch 26 Batch 510/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9237, Loss: 0.0309 Epoch 26 Batch 511/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9226, Loss: 0.0338 Epoch 26 Batch 512/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9279, Loss: 0.0273 Epoch 26 Batch 513/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9308, Loss: 0.0380 Epoch 26 Batch 514/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9343, Loss: 0.0324 Epoch 26 Batch 515/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9332, Loss: 0.0350 Epoch 26 Batch 516/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9382, Loss: 0.0339 Epoch 26 Batch 517/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9293, Loss: 0.0373 Epoch 26 Batch 518/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9290, Loss: 0.0304 Epoch 26 Batch 519/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9222, Loss: 0.0379 Epoch 26 Batch 520/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9222, Loss: 0.0288 Epoch 26 Batch 521/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9162, Loss: 0.0308 Epoch 26 Batch 522/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9293, Loss: 0.0414 Epoch 26 Batch 523/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9247, Loss: 0.0324 Epoch 26 Batch 524/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9254, Loss: 0.0393 Epoch 26 Batch 525/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9304, Loss: 0.0291 Epoch 26 Batch 526/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9215, Loss: 0.0292 Epoch 26 Batch 527/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9286, Loss: 0.0358 Epoch 26 Batch 528/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9315, Loss: 0.0342 Epoch 26 Batch 529/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9347, Loss: 0.0373 Epoch 26 Batch 530/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9396, Loss: 0.0387 Epoch 26 Batch 531/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9343, Loss: 0.0382 Epoch 26 Batch 532/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9148, Loss: 0.0456 Epoch 26 Batch 533/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9219, Loss: 0.0295 Epoch 26 Batch 534/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9169, Loss: 0.0399 Epoch 26 Batch 535/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9222, Loss: 0.0382 Epoch 26 Batch 536/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9276, Loss: 0.0382 Epoch 26 Batch 537/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9276, Loss: 0.0291 Epoch 26 Batch 538/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9272, Loss: 0.0288 Epoch 26 Batch 539/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9233, Loss: 0.0461 Epoch 26 Batch 540/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9336, Loss: 0.0270 Epoch 26 Batch 541/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9435, Loss: 0.0305 Epoch 26 Batch 542/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9421, Loss: 0.0326 Epoch 26 Batch 543/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9421, Loss: 0.0322 Epoch 26 Batch 544/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9350, Loss: 0.0209 Epoch 26 Batch 545/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9318, Loss: 0.0350 Epoch 26 Batch 546/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9265, Loss: 0.0391 Epoch 26 Batch 547/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9173, Loss: 0.0270 Epoch 26 Batch 548/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9123, Loss: 0.0417 Epoch 26 Batch 549/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9222, Loss: 0.0440 Epoch 26 Batch 550/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9297, Loss: 0.0356 Epoch 26 Batch 551/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9325, Loss: 0.0394 Epoch 26 Batch 552/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9215, Loss: 0.0419 Epoch 26 Batch 553/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9261, Loss: 0.0422 Epoch 26 Batch 554/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9308, Loss: 0.0304 Epoch 26 Batch 555/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9212, Loss: 0.0313 Epoch 26 Batch 556/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9151, Loss: 0.0276 Epoch 26 Batch 557/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9105, Loss: 0.0302 Epoch 26 Batch 558/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9109, Loss: 0.0266 Epoch 26 Batch 559/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9183, Loss: 0.0352 Epoch 26 Batch 560/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9229, Loss: 0.0354 Epoch 26 Batch 561/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9283, Loss: 0.0326 Epoch 26 Batch 562/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9283, Loss: 0.0314 Epoch 26 Batch 563/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9283, Loss: 0.0418 Epoch 26 Batch 564/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9283, Loss: 0.0430 Epoch 26 Batch 565/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9293, Loss: 0.0416 Epoch 26 Batch 566/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9297, Loss: 0.0382 Epoch 26 Batch 567/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9233, Loss: 0.0362 Epoch 26 Batch 568/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9190, Loss: 0.0303 Epoch 26 Batch 569/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9183, Loss: 0.0412 Epoch 26 Batch 570/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9254, Loss: 0.0428 Epoch 26 Batch 571/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9304, Loss: 0.0287 Epoch 26 Batch 572/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9258, Loss: 0.0374 Epoch 26 Batch 573/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9308, Loss: 0.0551 Epoch 26 Batch 574/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9347, Loss: 0.0352 Epoch 26 Batch 575/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9336, Loss: 0.0274 Epoch 26 Batch 576/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9276, Loss: 0.0305 Epoch 26 Batch 577/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9332, Loss: 0.0321 Epoch 26 Batch 578/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9396, Loss: 0.0319 Epoch 26 Batch 579/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9379, Loss: 0.0331 Epoch 26 Batch 580/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9379, Loss: 0.0275 Epoch 26 Batch 581/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9421, Loss: 0.0272 Epoch 26 Batch 582/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9474, Loss: 0.0314 Epoch 26 Batch 583/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9471, Loss: 0.0439 Epoch 26 Batch 584/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9446, Loss: 0.0359 Epoch 26 Batch 585/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9435, Loss: 0.0256 Epoch 26 Batch 586/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9439, Loss: 0.0296 Epoch 26 Batch 587/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9386, Loss: 0.0379 Epoch 26 Batch 588/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9339, Loss: 0.0314 Epoch 26 Batch 589/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9297, Loss: 0.0305 Epoch 26 Batch 590/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9347, Loss: 0.0425 Epoch 26 Batch 591/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9396, Loss: 0.0330 Epoch 26 Batch 592/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9396, Loss: 0.0362 Epoch 26 Batch 593/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9325, Loss: 0.0523 Epoch 26 Batch 594/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9297, Loss: 0.0406 Epoch 26 Batch 595/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9290, Loss: 0.0328 Epoch 26 Batch 596/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9371, Loss: 0.0363 Epoch 26 Batch 597/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9329, Loss: 0.0304 Epoch 26 Batch 598/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9279, Loss: 0.0366 Epoch 26 Batch 599/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9244, Loss: 0.0524 Epoch 26 Batch 600/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9244, Loss: 0.0425 Epoch 26 Batch 601/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9190, Loss: 0.0363 Epoch 26 Batch 602/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9190, Loss: 0.0376 Epoch 26 Batch 603/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9297, Loss: 0.0400 Epoch 26 Batch 604/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9339, Loss: 0.0550 Epoch 26 Batch 605/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9332, Loss: 0.0419 Epoch 26 Batch 606/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9389, Loss: 0.0284 Epoch 26 Batch 607/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9318, Loss: 0.0402 Epoch 26 Batch 608/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9318, Loss: 0.0420 Epoch 26 Batch 609/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9364, Loss: 0.0425 Epoch 26 Batch 610/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9368, Loss: 0.0397 Epoch 26 Batch 611/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9293, Loss: 0.0404 Epoch 26 Batch 612/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9226, Loss: 0.0290 Epoch 26 Batch 613/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9123, Loss: 0.0460 Epoch 26 Batch 614/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9144, Loss: 0.0402 Epoch 26 Batch 615/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9205, Loss: 0.0281 Epoch 26 Batch 616/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9279, Loss: 0.0367 Epoch 26 Batch 617/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9329, Loss: 0.0350 Epoch 26 Batch 618/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9304, Loss: 0.0401 Epoch 26 Batch 619/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9318, Loss: 0.0291 Epoch 26 Batch 620/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9361, Loss: 0.0342 Epoch 26 Batch 621/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9350, Loss: 0.0383 Epoch 26 Batch 622/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9350, Loss: 0.0424 Epoch 26 Batch 623/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9329, Loss: 0.0496 Epoch 26 Batch 624/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9283, Loss: 0.0440 Epoch 26 Batch 625/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9286, Loss: 0.0349 Epoch 26 Batch 626/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9329, Loss: 0.0326 Epoch 26 Batch 627/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9311, Loss: 0.0313 Epoch 26 Batch 628/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9308, Loss: 0.0395 Epoch 26 Batch 629/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9311, Loss: 0.0358 Epoch 26 Batch 630/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9205, Loss: 0.0362 Epoch 26 Batch 631/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9304, Loss: 0.0397 Epoch 26 Batch 632/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9297, Loss: 0.0312 Epoch 26 Batch 633/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9293, Loss: 0.0329 Epoch 26 Batch 634/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9201, Loss: 0.0230 Epoch 26 Batch 635/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9244, Loss: 0.0390 Epoch 26 Batch 636/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9201, Loss: 0.0335 Epoch 26 Batch 637/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9290, Loss: 0.0381 Epoch 26 Batch 638/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9308, Loss: 0.0281 Epoch 26 Batch 639/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9315, Loss: 0.0421 Epoch 26 Batch 640/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9322, Loss: 0.0290 Epoch 26 Batch 641/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9268, Loss: 0.0328 Epoch 26 Batch 642/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9261, Loss: 0.0352 Epoch 26 Batch 643/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9176, Loss: 0.0278 Epoch 26 Batch 644/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9176, Loss: 0.0384 Epoch 26 Batch 645/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9244, Loss: 0.0407 Epoch 26 Batch 646/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9268, Loss: 0.0327 Epoch 26 Batch 647/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9265, Loss: 0.0427 Epoch 26 Batch 648/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9244, Loss: 0.0314 Epoch 26 Batch 649/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9265, Loss: 0.0348 Epoch 26 Batch 650/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9347, Loss: 0.0316 Epoch 26 Batch 651/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9251, Loss: 0.0304 Epoch 26 Batch 652/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9233, Loss: 0.0327 Epoch 26 Batch 653/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9183, Loss: 0.0367 Epoch 26 Batch 654/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9155, Loss: 0.0350 Epoch 26 Batch 655/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9219, Loss: 0.0493 Epoch 26 Batch 656/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9268, Loss: 0.0335 Epoch 26 Batch 657/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9261, Loss: 0.0418 Epoch 26 Batch 658/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9251, Loss: 0.0268 Epoch 26 Batch 659/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9212, Loss: 0.0355 Epoch 26 Batch 660/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9240, Loss: 0.0296 Epoch 26 Batch 661/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9237, Loss: 0.0352 Epoch 26 Batch 662/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9258, Loss: 0.0368 Epoch 26 Batch 663/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9375, Loss: 0.0311 Epoch 26 Batch 664/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9425, Loss: 0.0395 Epoch 26 Batch 665/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9279, Loss: 0.0259 Epoch 26 Batch 666/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9329, Loss: 0.0500 Epoch 26 Batch 667/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9325, Loss: 0.0375 Epoch 26 Batch 668/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9325, Loss: 0.0367 Epoch 26 Batch 669/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9222, Loss: 0.0308 Epoch 26 Batch 670/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9286, Loss: 0.0314 Epoch 26 Batch 671/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9293, Loss: 0.0371 Epoch 26 Batch 672/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9343, Loss: 0.0276 Epoch 26 Batch 673/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9226, Loss: 0.0374 Epoch 26 Batch 674/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9219, Loss: 0.0320 Epoch 26 Batch 675/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9286, Loss: 0.0387 Epoch 26 Batch 676/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9237, Loss: 0.0385 Epoch 26 Batch 677/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9237, Loss: 0.0438 Epoch 26 Batch 678/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9272, Loss: 0.0251 Epoch 26 Batch 679/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9272, Loss: 0.0284 Epoch 26 Batch 680/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9318, Loss: 0.0406 Epoch 26 Batch 681/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9364, Loss: 0.0320 Epoch 26 Batch 682/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9343, Loss: 0.0318 Epoch 26 Batch 683/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9350, Loss: 0.0321 Epoch 26 Batch 684/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9293, Loss: 0.0306 Epoch 26 Batch 685/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9222, Loss: 0.0411 Epoch 26 Batch 686/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9272, Loss: 0.0289 Epoch 26 Batch 687/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9276, Loss: 0.0340 Epoch 26 Batch 688/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9272, Loss: 0.0302 Epoch 26 Batch 689/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9208, Loss: 0.0251 Epoch 26 Batch 690/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9208, Loss: 0.0375 Epoch 26 Batch 691/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9315, Loss: 0.0342 Epoch 26 Batch 692/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9400, Loss: 0.0296 Epoch 26 Batch 693/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9446, Loss: 0.0555 Epoch 26 Batch 694/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9400, Loss: 0.0368 Epoch 26 Batch 695/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9403, Loss: 0.0331 Epoch 26 Batch 696/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9403, Loss: 0.0348 Epoch 26 Batch 697/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9357, Loss: 0.0320 Epoch 26 Batch 698/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9311, Loss: 0.0317 Epoch 26 Batch 699/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9361, Loss: 0.0319 Epoch 26 Batch 700/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9357, Loss: 0.0320 Epoch 26 Batch 701/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9329, Loss: 0.0366 Epoch 26 Batch 702/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9393, Loss: 0.0443 Epoch 26 Batch 703/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9336, Loss: 0.0374 Epoch 26 Batch 704/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9379, Loss: 0.0461 Epoch 26 Batch 705/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9386, Loss: 0.0380 Epoch 26 Batch 706/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9407, Loss: 0.0529 Epoch 26 Batch 707/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9407, Loss: 0.0391 Epoch 26 Batch 708/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9364, Loss: 0.0329 Epoch 26 Batch 709/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9308, Loss: 0.0425 Epoch 26 Batch 710/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9187, Loss: 0.0228 Epoch 26 Batch 711/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9176, Loss: 0.0432 Epoch 26 Batch 712/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9155, Loss: 0.0290 Epoch 26 Batch 713/1077 - Train Accuracy: 0.9467, Validation Accuracy: 0.9105, Loss: 0.0279 Epoch 26 Batch 714/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9055, Loss: 0.0339 Epoch 26 Batch 715/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9045, Loss: 0.0375 Epoch 26 Batch 716/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9045, Loss: 0.0296 Epoch 26 Batch 717/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9062, Loss: 0.0298 Epoch 26 Batch 718/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9070, Loss: 0.0347 Epoch 26 Batch 719/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9070, Loss: 0.0326 Epoch 26 Batch 720/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9176, Loss: 0.0341 Epoch 26 Batch 721/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9183, Loss: 0.0370 Epoch 26 Batch 722/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9187, Loss: 0.0294 Epoch 26 Batch 723/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9283, Loss: 0.0398 Epoch 26 Batch 724/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9347, Loss: 0.0377 Epoch 26 Batch 725/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9396, Loss: 0.0270 Epoch 26 Batch 726/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9379, Loss: 0.0300 Epoch 26 Batch 727/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9379, Loss: 0.0298 Epoch 26 Batch 728/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9379, Loss: 0.0420 Epoch 26 Batch 729/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9389, Loss: 0.0463 Epoch 26 Batch 730/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9329, Loss: 0.0445 Epoch 26 Batch 731/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9286, Loss: 0.0345 Epoch 26 Batch 732/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9229, Loss: 0.0388 Epoch 26 Batch 733/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9187, Loss: 0.0375 Epoch 26 Batch 734/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9141, Loss: 0.0338 Epoch 26 Batch 735/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9187, Loss: 0.0255 Epoch 26 Batch 736/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9290, Loss: 0.0312 Epoch 26 Batch 737/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9290, Loss: 0.0377 Epoch 26 Batch 738/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9265, Loss: 0.0265 Epoch 26 Batch 739/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9347, Loss: 0.0331 Epoch 26 Batch 740/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9329, Loss: 0.0267 Epoch 26 Batch 741/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9336, Loss: 0.0382 Epoch 26 Batch 742/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9354, Loss: 0.0338 Epoch 26 Batch 743/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9350, Loss: 0.0362 Epoch 26 Batch 744/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9300, Loss: 0.0353 Epoch 26 Batch 745/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9347, Loss: 0.0357 Epoch 26 Batch 746/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9347, Loss: 0.0270 Epoch 26 Batch 747/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9347, Loss: 0.0268 Epoch 26 Batch 748/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9347, Loss: 0.0292 Epoch 26 Batch 749/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9368, Loss: 0.0292 Epoch 26 Batch 750/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9368, Loss: 0.0330 Epoch 26 Batch 751/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9272, Loss: 0.0406 Epoch 26 Batch 752/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9293, Loss: 0.0360 Epoch 26 Batch 753/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9244, Loss: 0.0313 Epoch 26 Batch 754/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9258, Loss: 0.0380 Epoch 26 Batch 755/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9311, Loss: 0.0414 Epoch 26 Batch 756/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9361, Loss: 0.0304 Epoch 26 Batch 757/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9364, Loss: 0.0348 Epoch 26 Batch 758/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9371, Loss: 0.0290 Epoch 26 Batch 759/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9325, Loss: 0.0328 Epoch 26 Batch 760/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9339, Loss: 0.0383 Epoch 26 Batch 761/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9325, Loss: 0.0357 Epoch 26 Batch 762/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9375, Loss: 0.0293 Epoch 26 Batch 763/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9371, Loss: 0.0360 Epoch 26 Batch 764/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9300, Loss: 0.0325 Epoch 26 Batch 765/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9308, Loss: 0.0435 Epoch 26 Batch 766/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9279, Loss: 0.0400 Epoch 26 Batch 767/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9329, Loss: 0.0366 Epoch 26 Batch 768/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9382, Loss: 0.0295 Epoch 26 Batch 769/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9361, Loss: 0.0359 Epoch 26 Batch 770/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9308, Loss: 0.0277 Epoch 26 Batch 771/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9403, Loss: 0.0351 Epoch 26 Batch 772/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9467, Loss: 0.0329 Epoch 26 Batch 773/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9464, Loss: 0.0308 Epoch 26 Batch 774/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9364, Loss: 0.0331 Epoch 26 Batch 775/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9322, Loss: 0.0352 Epoch 26 Batch 776/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9414, Loss: 0.0288 Epoch 26 Batch 777/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9418, Loss: 0.0291 Epoch 26 Batch 778/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9325, Loss: 0.0375 Epoch 26 Batch 779/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9350, Loss: 0.0366 Epoch 26 Batch 780/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9343, Loss: 0.0444 Epoch 26 Batch 781/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9332, Loss: 0.0271 Epoch 26 Batch 782/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9332, Loss: 0.0363 Epoch 26 Batch 783/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9308, Loss: 0.0365 Epoch 26 Batch 784/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9254, Loss: 0.0236 Epoch 26 Batch 785/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9300, Loss: 0.0298 Epoch 26 Batch 786/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9354, Loss: 0.0331 Epoch 26 Batch 787/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9304, Loss: 0.0345 Epoch 26 Batch 788/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9247, Loss: 0.0337 Epoch 26 Batch 789/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0376 Epoch 26 Batch 790/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9286, Loss: 0.0427 Epoch 26 Batch 791/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0402 Epoch 26 Batch 792/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9279, Loss: 0.0403 Epoch 26 Batch 793/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9283, Loss: 0.0355 Epoch 26 Batch 794/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9251, Loss: 0.0293 Epoch 26 Batch 795/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9350, Loss: 0.0395 Epoch 26 Batch 796/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9297, Loss: 0.0335 Epoch 26 Batch 797/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9286, Loss: 0.0362 Epoch 26 Batch 798/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9286, Loss: 0.0322 Epoch 26 Batch 799/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9308, Loss: 0.0475 Epoch 26 Batch 800/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9244, Loss: 0.0300 Epoch 26 Batch 801/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9286, Loss: 0.0333 Epoch 26 Batch 802/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9347, Loss: 0.0417 Epoch 26 Batch 803/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9368, Loss: 0.0359 Epoch 26 Batch 804/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9293, Loss: 0.0241 Epoch 26 Batch 805/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9229, Loss: 0.0367 Epoch 26 Batch 806/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9276, Loss: 0.0333 Epoch 26 Batch 807/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9226, Loss: 0.0266 Epoch 26 Batch 808/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9279, Loss: 0.0479 Epoch 26 Batch 809/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9258, Loss: 0.0522 Epoch 26 Batch 810/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9261, Loss: 0.0320 Epoch 26 Batch 811/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9379, Loss: 0.0355 Epoch 26 Batch 812/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9343, Loss: 0.0343 Epoch 26 Batch 813/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9237, Loss: 0.0400 Epoch 26 Batch 814/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9215, Loss: 0.0378 Epoch 26 Batch 815/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9180, Loss: 0.0390 Epoch 26 Batch 816/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9318, Loss: 0.0305 Epoch 26 Batch 817/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9276, Loss: 0.0349 Epoch 26 Batch 818/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9418, Loss: 0.0373 Epoch 26 Batch 819/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9418, Loss: 0.0368 Epoch 26 Batch 820/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9460, Loss: 0.0344 Epoch 26 Batch 821/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9464, Loss: 0.0345 Epoch 26 Batch 822/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9460, Loss: 0.0340 Epoch 26 Batch 823/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0331 Epoch 26 Batch 824/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9343, Loss: 0.0372 Epoch 26 Batch 825/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9343, Loss: 0.0286 Epoch 26 Batch 826/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9304, Loss: 0.0345 Epoch 26 Batch 827/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9354, Loss: 0.0362 Epoch 26 Batch 828/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9403, Loss: 0.0302 Epoch 26 Batch 829/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9354, Loss: 0.0424 Epoch 26 Batch 830/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.9414, Loss: 0.0406 Epoch 26 Batch 831/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9400, Loss: 0.0358 Epoch 26 Batch 832/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0319 Epoch 26 Batch 833/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9407, Loss: 0.0450 Epoch 26 Batch 834/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9308, Loss: 0.0337 Epoch 26 Batch 835/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9311, Loss: 0.0359 Epoch 26 Batch 836/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9368, Loss: 0.0329 Epoch 26 Batch 837/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9393, Loss: 0.0426 Epoch 26 Batch 838/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9386, Loss: 0.0336 Epoch 26 Batch 839/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9446, Loss: 0.0260 Epoch 26 Batch 840/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9446, Loss: 0.0323 Epoch 26 Batch 841/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9446, Loss: 0.0522 Epoch 26 Batch 842/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9460, Loss: 0.0260 Epoch 26 Batch 843/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9467, Loss: 0.0292 Epoch 26 Batch 844/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9471, Loss: 0.0289 Epoch 26 Batch 845/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9450, Loss: 0.0327 Epoch 26 Batch 846/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9343, Loss: 0.0495 Epoch 26 Batch 847/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9361, Loss: 0.0423 Epoch 26 Batch 848/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9375, Loss: 0.0298 Epoch 26 Batch 849/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9332, Loss: 0.0274 Epoch 26 Batch 850/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9290, Loss: 0.0492 Epoch 26 Batch 851/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9347, Loss: 0.0447 Epoch 26 Batch 852/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9322, Loss: 0.0535 Epoch 26 Batch 853/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9336, Loss: 0.0418 Epoch 26 Batch 854/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9339, Loss: 0.0407 Epoch 26 Batch 855/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9283, Loss: 0.0426 Epoch 26 Batch 856/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9283, Loss: 0.0365 Epoch 26 Batch 857/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9418, Loss: 0.0324 Epoch 26 Batch 858/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9396, Loss: 0.0343 Epoch 26 Batch 859/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9386, Loss: 0.0336 Epoch 26 Batch 860/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9343, Loss: 0.0399 Epoch 26 Batch 861/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9226, Loss: 0.0372 Epoch 26 Batch 862/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9112, Loss: 0.0368 Epoch 26 Batch 863/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9080, Loss: 0.0339 Epoch 26 Batch 864/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9155, Loss: 0.0362 Epoch 26 Batch 865/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9151, Loss: 0.0333 Epoch 26 Batch 866/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9134, Loss: 0.0388 Epoch 26 Batch 867/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9126, Loss: 0.0701 Epoch 26 Batch 868/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9190, Loss: 0.0369 Epoch 26 Batch 869/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9300, Loss: 0.0349 Epoch 26 Batch 870/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9297, Loss: 0.0353 Epoch 26 Batch 871/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9233, Loss: 0.0296 Epoch 26 Batch 872/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9357, Loss: 0.0366 Epoch 26 Batch 873/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9421, Loss: 0.0330 Epoch 26 Batch 874/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9382, Loss: 0.0352 Epoch 26 Batch 875/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9272, Loss: 0.0352 Epoch 26 Batch 876/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9233, Loss: 0.0292 Epoch 26 Batch 877/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9116, Loss: 0.0306 Epoch 26 Batch 878/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9109, Loss: 0.0303 Epoch 26 Batch 879/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9109, Loss: 0.0244 Epoch 26 Batch 880/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9322, Loss: 0.0411 Epoch 26 Batch 881/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9322, Loss: 0.0358 Epoch 26 Batch 882/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9350, Loss: 0.0317 Epoch 26 Batch 883/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9347, Loss: 0.0450 Epoch 26 Batch 884/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9347, Loss: 0.0389 Epoch 26 Batch 885/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9297, Loss: 0.0242 Epoch 26 Batch 886/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9364, Loss: 0.0313 Epoch 26 Batch 887/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9368, Loss: 0.0416 Epoch 26 Batch 888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9322, Loss: 0.0400 Epoch 26 Batch 889/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9322, Loss: 0.0324 Epoch 26 Batch 890/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9286, Loss: 0.0407 Epoch 26 Batch 891/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9286, Loss: 0.0324 Epoch 26 Batch 892/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9371, Loss: 0.0331 Epoch 26 Batch 893/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9343, Loss: 0.0356 Epoch 26 Batch 894/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9315, Loss: 0.0290 Epoch 26 Batch 895/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9315, Loss: 0.0320 Epoch 26 Batch 896/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9265, Loss: 0.0317 Epoch 26 Batch 897/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9311, Loss: 0.0328 Epoch 26 Batch 898/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9354, Loss: 0.0317 Epoch 26 Batch 899/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9350, Loss: 0.0395 Epoch 26 Batch 900/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9304, Loss: 0.0420 Epoch 26 Batch 901/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9304, Loss: 0.0470 Epoch 26 Batch 902/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9254, Loss: 0.0362 Epoch 26 Batch 903/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9208, Loss: 0.0327 Epoch 26 Batch 904/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9286, Loss: 0.0314 Epoch 26 Batch 905/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9183, Loss: 0.0277 Epoch 26 Batch 906/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9244, Loss: 0.0334 Epoch 26 Batch 907/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9205, Loss: 0.0316 Epoch 26 Batch 908/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9254, Loss: 0.0369 Epoch 26 Batch 909/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9297, Loss: 0.0426 Epoch 26 Batch 910/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9290, Loss: 0.0372 Epoch 26 Batch 911/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9318, Loss: 0.0473 Epoch 26 Batch 912/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9403, Loss: 0.0341 Epoch 26 Batch 913/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9336, Loss: 0.0469 Epoch 26 Batch 914/1077 - Train Accuracy: 0.9372, Validation Accuracy: 0.9418, Loss: 0.0687 Epoch 26 Batch 915/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9240, Loss: 0.0312 Epoch 26 Batch 916/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9261, Loss: 0.0391 Epoch 26 Batch 917/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9187, Loss: 0.0370 Epoch 26 Batch 918/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9251, Loss: 0.0347 Epoch 26 Batch 919/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9251, Loss: 0.0274 Epoch 26 Batch 920/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9247, Loss: 0.0303 Epoch 26 Batch 921/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9283, Loss: 0.0356 Epoch 26 Batch 922/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9254, Loss: 0.0356 Epoch 26 Batch 923/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9237, Loss: 0.0292 Epoch 26 Batch 924/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9265, Loss: 0.0499 Epoch 26 Batch 925/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9265, Loss: 0.0284 Epoch 26 Batch 926/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9180, Loss: 0.0441 Epoch 26 Batch 927/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9137, Loss: 0.0406 Epoch 26 Batch 928/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9155, Loss: 0.0338 Epoch 26 Batch 929/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9215, Loss: 0.0323 Epoch 26 Batch 930/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0265 Epoch 26 Batch 931/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9308, Loss: 0.0365 Epoch 26 Batch 932/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9308, Loss: 0.0329 Epoch 26 Batch 933/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9343, Loss: 0.0319 Epoch 26 Batch 934/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9322, Loss: 0.0314 Epoch 26 Batch 935/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9297, Loss: 0.0354 Epoch 26 Batch 936/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9322, Loss: 0.0375 Epoch 26 Batch 937/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9279, Loss: 0.0480 Epoch 26 Batch 938/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9325, Loss: 0.0409 Epoch 26 Batch 939/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9318, Loss: 0.0434 Epoch 26 Batch 940/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9386, Loss: 0.0292 Epoch 26 Batch 941/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0315 Epoch 26 Batch 942/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9407, Loss: 0.0406 Epoch 26 Batch 943/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9318, Loss: 0.0300 Epoch 26 Batch 944/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9318, Loss: 0.0321 Epoch 26 Batch 945/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9368, Loss: 0.0303 Epoch 26 Batch 946/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9300, Loss: 0.0250 Epoch 26 Batch 947/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9389, Loss: 0.0397 Epoch 26 Batch 948/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9258, Loss: 0.0350 Epoch 26 Batch 949/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9254, Loss: 0.0247 Epoch 26 Batch 950/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9158, Loss: 0.0324 Epoch 26 Batch 951/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9148, Loss: 0.0409 Epoch 26 Batch 952/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9173, Loss: 0.0238 Epoch 26 Batch 953/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9183, Loss: 0.0287 Epoch 26 Batch 954/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9219, Loss: 0.0393 Epoch 26 Batch 955/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9222, Loss: 0.0394 Epoch 26 Batch 956/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9386, Loss: 0.0357 Epoch 26 Batch 957/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9403, Loss: 0.0248 Epoch 26 Batch 958/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9396, Loss: 0.0376 Epoch 26 Batch 959/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9396, Loss: 0.0380 Epoch 26 Batch 960/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9297, Loss: 0.0337 Epoch 26 Batch 961/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9297, Loss: 0.0249 Epoch 26 Batch 962/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9201, Loss: 0.0328 Epoch 26 Batch 963/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9268, Loss: 0.0458 Epoch 26 Batch 964/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9339, Loss: 0.0283 Epoch 26 Batch 965/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9389, Loss: 0.0441 Epoch 26 Batch 966/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9389, Loss: 0.0296 Epoch 26 Batch 967/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9339, Loss: 0.0396 Epoch 26 Batch 968/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9396, Loss: 0.0463 Epoch 26 Batch 969/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9400, Loss: 0.0430 Epoch 26 Batch 970/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9354, Loss: 0.0346 Epoch 26 Batch 971/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9332, Loss: 0.0424 Epoch 26 Batch 972/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9293, Loss: 0.0393 Epoch 26 Batch 973/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9212, Loss: 0.0249 Epoch 26 Batch 974/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9290, Loss: 0.0299 Epoch 26 Batch 975/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9244, Loss: 0.0321 Epoch 26 Batch 976/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9272, Loss: 0.0278 Epoch 26 Batch 977/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0244 Epoch 26 Batch 978/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9233, Loss: 0.0338 Epoch 26 Batch 979/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9247, Loss: 0.0398 Epoch 26 Batch 980/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9201, Loss: 0.0359 Epoch 26 Batch 981/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9244, Loss: 0.0369 Epoch 26 Batch 982/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9293, Loss: 0.0390 Epoch 26 Batch 983/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9315, Loss: 0.0302 Epoch 26 Batch 984/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9219, Loss: 0.0392 Epoch 26 Batch 985/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9265, Loss: 0.0287 Epoch 26 Batch 986/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9315, Loss: 0.0306 Epoch 26 Batch 987/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9283, Loss: 0.0296 Epoch 26 Batch 988/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9329, Loss: 0.0369 Epoch 26 Batch 989/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9283, Loss: 0.0394 Epoch 26 Batch 990/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9183, Loss: 0.0404 Epoch 26 Batch 991/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9329, Loss: 0.0338 Epoch 26 Batch 992/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9290, Loss: 0.0354 Epoch 26 Batch 993/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9190, Loss: 0.0240 Epoch 26 Batch 994/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9190, Loss: 0.0321 Epoch 26 Batch 995/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9219, Loss: 0.0338 Epoch 26 Batch 996/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9169, Loss: 0.0304 Epoch 26 Batch 997/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9233, Loss: 0.0363 Epoch 26 Batch 998/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9258, Loss: 0.0297 Epoch 26 Batch 999/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9201, Loss: 0.0411 Epoch 26 Batch 1000/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9219, Loss: 0.0364 Epoch 26 Batch 1001/1077 - Train Accuracy: 0.9329, Validation Accuracy: 0.9215, Loss: 0.0292 Epoch 26 Batch 1002/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9361, Loss: 0.0243 Epoch 26 Batch 1003/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9279, Loss: 0.0329 Epoch 26 Batch 1004/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9279, Loss: 0.0310 Epoch 26 Batch 1005/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9283, Loss: 0.0307 Epoch 26 Batch 1006/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9290, Loss: 0.0301 Epoch 26 Batch 1007/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9293, Loss: 0.0307 Epoch 26 Batch 1008/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9411, Loss: 0.0361 Epoch 26 Batch 1009/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9414, Loss: 0.0246 Epoch 26 Batch 1010/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9379, Loss: 0.0336 Epoch 26 Batch 1011/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9276, Loss: 0.0318 Epoch 26 Batch 1012/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9276, Loss: 0.0235 Epoch 26 Batch 1013/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9396, Loss: 0.0257 Epoch 26 Batch 1014/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9396, Loss: 0.0310 Epoch 26 Batch 1015/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9411, Loss: 0.0456 Epoch 26 Batch 1016/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9311, Loss: 0.0368 Epoch 26 Batch 1017/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9308, Loss: 0.0303 Epoch 26 Batch 1018/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9286, Loss: 0.0402 Epoch 26 Batch 1019/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9286, Loss: 0.0457 Epoch 26 Batch 1020/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9283, Loss: 0.0319 Epoch 26 Batch 1021/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9336, Loss: 0.0366 Epoch 26 Batch 1022/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9286, Loss: 0.0316 Epoch 26 Batch 1023/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9379, Loss: 0.0349 Epoch 26 Batch 1024/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9315, Loss: 0.0357 Epoch 26 Batch 1025/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9105, Loss: 0.0289 Epoch 26 Batch 1026/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9158, Loss: 0.0400 Epoch 26 Batch 1027/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9205, Loss: 0.0327 Epoch 26 Batch 1028/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9201, Loss: 0.0359 Epoch 26 Batch 1029/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9279, Loss: 0.0268 Epoch 26 Batch 1030/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9286, Loss: 0.0291 Epoch 26 Batch 1031/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9357, Loss: 0.0346 Epoch 26 Batch 1032/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9311, Loss: 0.0393 Epoch 26 Batch 1033/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9343, Loss: 0.0391 Epoch 26 Batch 1034/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9350, Loss: 0.0293 Epoch 26 Batch 1035/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9350, Loss: 0.0248 Epoch 26 Batch 1036/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9286, Loss: 0.0511 Epoch 26 Batch 1037/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9276, Loss: 0.0354 Epoch 26 Batch 1038/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9318, Loss: 0.0415 Epoch 26 Batch 1039/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9343, Loss: 0.0302 Epoch 26 Batch 1040/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9361, Loss: 0.0304 Epoch 26 Batch 1041/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9389, Loss: 0.0407 Epoch 26 Batch 1042/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9368, Loss: 0.0319 Epoch 26 Batch 1043/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9368, Loss: 0.0524 Epoch 26 Batch 1044/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9371, Loss: 0.0380 Epoch 26 Batch 1045/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9368, Loss: 0.0350 Epoch 26 Batch 1046/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9364, Loss: 0.0271 Epoch 26 Batch 1047/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9386, Loss: 0.0312 Epoch 26 Batch 1048/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9386, Loss: 0.0398 Epoch 26 Batch 1049/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9382, Loss: 0.0343 Epoch 26 Batch 1050/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9325, Loss: 0.0243 Epoch 26 Batch 1051/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9244, Loss: 0.0415 Epoch 26 Batch 1052/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9229, Loss: 0.0298 Epoch 26 Batch 1053/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9279, Loss: 0.0366 Epoch 26 Batch 1054/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9290, Loss: 0.0339 Epoch 26 Batch 1055/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9357, Loss: 0.0390 Epoch 26 Batch 1056/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9357, Loss: 0.0297 Epoch 26 Batch 1057/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9290, Loss: 0.0362 Epoch 26 Batch 1058/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9308, Loss: 0.0372 Epoch 26 Batch 1059/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.9414, Loss: 0.0456 Epoch 26 Batch 1060/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9361, Loss: 0.0282 Epoch 26 Batch 1061/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9379, Loss: 0.0507 Epoch 26 Batch 1062/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9368, Loss: 0.0433 Epoch 26 Batch 1063/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9279, Loss: 0.0405 Epoch 26 Batch 1064/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9332, Loss: 0.0348 Epoch 26 Batch 1065/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9311, Loss: 0.0434 Epoch 26 Batch 1066/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9272, Loss: 0.0284 Epoch 26 Batch 1067/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0396 Epoch 26 Batch 1068/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9357, Loss: 0.0280 Epoch 26 Batch 1069/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9336, Loss: 0.0294 Epoch 26 Batch 1070/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9418, Loss: 0.0363 Epoch 26 Batch 1071/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9418, Loss: 0.0319 Epoch 26 Batch 1072/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9421, Loss: 0.0326 Epoch 26 Batch 1073/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9418, Loss: 0.0406 Epoch 26 Batch 1074/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9393, Loss: 0.0483 Epoch 26 Batch 1075/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9418, Loss: 0.0434 Epoch 27 Batch 1/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9283, Loss: 0.0258 Epoch 27 Batch 2/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9240, Loss: 0.0346 Epoch 27 Batch 3/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9251, Loss: 0.0473 Epoch 27 Batch 4/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9357, Loss: 0.0320 Epoch 27 Batch 5/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9379, Loss: 0.0440 Epoch 27 Batch 6/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9396, Loss: 0.0333 Epoch 27 Batch 7/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9350, Loss: 0.0321 Epoch 27 Batch 8/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9308, Loss: 0.0277 Epoch 27 Batch 9/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9258, Loss: 0.0343 Epoch 27 Batch 10/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9283, Loss: 0.0349 Epoch 27 Batch 11/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9304, Loss: 0.0428 Epoch 27 Batch 12/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9308, Loss: 0.0291 Epoch 27 Batch 13/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9354, Loss: 0.0466 Epoch 27 Batch 14/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9382, Loss: 0.0284 Epoch 27 Batch 15/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0300 Epoch 27 Batch 16/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9453, Loss: 0.0303 Epoch 27 Batch 17/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9400, Loss: 0.0309 Epoch 27 Batch 18/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9293, Loss: 0.0334 Epoch 27 Batch 19/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9293, Loss: 0.0334 Epoch 27 Batch 20/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9421, Loss: 0.0335 Epoch 27 Batch 21/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9421, Loss: 0.0383 Epoch 27 Batch 22/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9389, Loss: 0.0353 Epoch 27 Batch 23/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9318, Loss: 0.0271 Epoch 27 Batch 24/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9222, Loss: 0.0386 Epoch 27 Batch 25/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9251, Loss: 0.0226 Epoch 27 Batch 26/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9201, Loss: 0.0383 Epoch 27 Batch 27/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9343, Loss: 0.0245 Epoch 27 Batch 28/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9389, Loss: 0.0363 Epoch 27 Batch 29/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9361, Loss: 0.0344 Epoch 27 Batch 30/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9329, Loss: 0.0341 Epoch 27 Batch 31/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9325, Loss: 0.0307 Epoch 27 Batch 32/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9215, Loss: 0.0269 Epoch 27 Batch 33/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9215, Loss: 0.0286 Epoch 27 Batch 34/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9215, Loss: 0.0339 Epoch 27 Batch 35/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9261, Loss: 0.0337 Epoch 27 Batch 36/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9339, Loss: 0.0328 Epoch 27 Batch 37/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9265, Loss: 0.0339 Epoch 27 Batch 38/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9215, Loss: 0.0463 Epoch 27 Batch 39/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9215, Loss: 0.0417 Epoch 27 Batch 40/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0272 Epoch 27 Batch 41/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9304, Loss: 0.0257 Epoch 27 Batch 42/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9354, Loss: 0.0413 Epoch 27 Batch 43/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9311, Loss: 0.0228 Epoch 27 Batch 44/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9400, Loss: 0.0284 Epoch 27 Batch 45/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9396, Loss: 0.0320 Epoch 27 Batch 46/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.9414, Loss: 0.0407 Epoch 27 Batch 47/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9400, Loss: 0.0386 Epoch 27 Batch 48/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9396, Loss: 0.0482 Epoch 27 Batch 49/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9318, Loss: 0.0439 Epoch 27 Batch 50/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9339, Loss: 0.0291 Epoch 27 Batch 51/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9290, Loss: 0.0331 Epoch 27 Batch 52/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9318, Loss: 0.0450 Epoch 27 Batch 53/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9311, Loss: 0.0327 Epoch 27 Batch 54/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9315, Loss: 0.0607 Epoch 27 Batch 55/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9265, Loss: 0.0308 Epoch 27 Batch 56/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9315, Loss: 0.0254 Epoch 27 Batch 57/1077 - Train Accuracy: 0.9251, Validation Accuracy: 0.9297, Loss: 0.0403 Epoch 27 Batch 58/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9347, Loss: 0.0284 Epoch 27 Batch 59/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9350, Loss: 0.0326 Epoch 27 Batch 60/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9318, Loss: 0.0213 Epoch 27 Batch 61/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9268, Loss: 0.0333 Epoch 27 Batch 62/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9283, Loss: 0.0370 Epoch 27 Batch 63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9233, Loss: 0.0254 Epoch 27 Batch 64/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9183, Loss: 0.0297 Epoch 27 Batch 65/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9290, Loss: 0.0324 Epoch 27 Batch 66/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9229, Loss: 0.0215 Epoch 27 Batch 67/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9229, Loss: 0.0333 Epoch 27 Batch 68/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9176, Loss: 0.0399 Epoch 27 Batch 69/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9226, Loss: 0.0432 Epoch 27 Batch 70/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9322, Loss: 0.0406 Epoch 27 Batch 71/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9279, Loss: 0.0218 Epoch 27 Batch 72/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9325, Loss: 0.0341 Epoch 27 Batch 73/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9283, Loss: 0.0374 Epoch 27 Batch 74/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9290, Loss: 0.0315 Epoch 27 Batch 75/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9382, Loss: 0.0462 Epoch 27 Batch 76/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0257 Epoch 27 Batch 77/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9521, Loss: 0.0320 Epoch 27 Batch 78/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9517, Loss: 0.0367 Epoch 27 Batch 79/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9471, Loss: 0.0300 Epoch 27 Batch 80/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9464, Loss: 0.0308 Epoch 27 Batch 81/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9375, Loss: 0.0286 Epoch 27 Batch 82/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9290, Loss: 0.0345 Epoch 27 Batch 83/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9290, Loss: 0.0299 Epoch 27 Batch 84/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9339, Loss: 0.0304 Epoch 27 Batch 85/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9400, Loss: 0.0371 Epoch 27 Batch 86/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9425, Loss: 0.0351 Epoch 27 Batch 87/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9233, Loss: 0.0467 Epoch 27 Batch 88/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9229, Loss: 0.0370 Epoch 27 Batch 89/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9258, Loss: 0.0378 Epoch 27 Batch 90/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9286, Loss: 0.0319 Epoch 27 Batch 91/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9386, Loss: 0.0318 Epoch 27 Batch 92/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9300, Loss: 0.0366 Epoch 27 Batch 93/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9297, Loss: 0.0339 Epoch 27 Batch 94/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9254, Loss: 0.0302 Epoch 27 Batch 95/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9268, Loss: 0.0348 Epoch 27 Batch 96/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9268, Loss: 0.0355 Epoch 27 Batch 97/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9318, Loss: 0.0347 Epoch 27 Batch 98/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9400, Loss: 0.0435 Epoch 27 Batch 99/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9350, Loss: 0.0289 Epoch 27 Batch 100/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9350, Loss: 0.0357 Epoch 27 Batch 101/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9311, Loss: 0.0291 Epoch 27 Batch 102/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9300, Loss: 0.0271 Epoch 27 Batch 103/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9254, Loss: 0.0477 Epoch 27 Batch 104/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9130, Loss: 0.0379 Epoch 27 Batch 105/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9183, Loss: 0.0315 Epoch 27 Batch 106/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9112, Loss: 0.0408 Epoch 27 Batch 107/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9119, Loss: 0.0375 Epoch 27 Batch 108/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9205, Loss: 0.0376 Epoch 27 Batch 109/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9187, Loss: 0.0341 Epoch 27 Batch 110/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9158, Loss: 0.0295 Epoch 27 Batch 111/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9343, Loss: 0.0325 Epoch 27 Batch 112/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9339, Loss: 0.0303 Epoch 27 Batch 113/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9283, Loss: 0.0429 Epoch 27 Batch 114/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9336, Loss: 0.0309 Epoch 27 Batch 115/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9311, Loss: 0.0417 Epoch 27 Batch 116/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9290, Loss: 0.0505 Epoch 27 Batch 117/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9290, Loss: 0.0336 Epoch 27 Batch 118/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9350, Loss: 0.0354 Epoch 27 Batch 119/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9411, Loss: 0.0279 Epoch 27 Batch 120/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9478, Loss: 0.0431 Epoch 27 Batch 121/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9496, Loss: 0.0346 Epoch 27 Batch 122/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9474, Loss: 0.0315 Epoch 27 Batch 123/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9492, Loss: 0.0255 Epoch 27 Batch 124/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9492, Loss: 0.0387 Epoch 27 Batch 125/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9496, Loss: 0.0473 Epoch 27 Batch 126/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9521, Loss: 0.0332 Epoch 27 Batch 127/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9474, Loss: 0.0313 Epoch 27 Batch 128/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9411, Loss: 0.0306 Epoch 27 Batch 129/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9393, Loss: 0.0415 Epoch 27 Batch 130/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9393, Loss: 0.0303 Epoch 27 Batch 131/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9244, Loss: 0.0389 Epoch 27 Batch 132/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9244, Loss: 0.0282 Epoch 27 Batch 133/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9229, Loss: 0.0264 Epoch 27 Batch 134/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9261, Loss: 0.0299 Epoch 27 Batch 135/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9325, Loss: 0.0331 Epoch 27 Batch 136/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9361, Loss: 0.0287 Epoch 27 Batch 137/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9357, Loss: 0.0307 Epoch 27 Batch 138/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9364, Loss: 0.0328 Epoch 27 Batch 139/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9354, Loss: 0.0319 Epoch 27 Batch 140/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9403, Loss: 0.0294 Epoch 27 Batch 141/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9354, Loss: 0.0343 Epoch 27 Batch 142/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9272, Loss: 0.0317 Epoch 27 Batch 143/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9272, Loss: 0.0367 Epoch 27 Batch 144/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9322, Loss: 0.0478 Epoch 27 Batch 145/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9268, Loss: 0.0345 Epoch 27 Batch 146/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9276, Loss: 0.0690 Epoch 27 Batch 147/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9308, Loss: 0.0321 Epoch 27 Batch 148/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9308, Loss: 0.0404 Epoch 27 Batch 149/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9251, Loss: 0.0294 Epoch 27 Batch 150/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9297, Loss: 0.0355 Epoch 27 Batch 151/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9308, Loss: 0.0281 Epoch 27 Batch 152/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0436 Epoch 27 Batch 153/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9304, Loss: 0.0460 Epoch 27 Batch 154/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9407, Loss: 0.0304 Epoch 27 Batch 155/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9357, Loss: 0.0300 Epoch 27 Batch 156/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9304, Loss: 0.0241 Epoch 27 Batch 157/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9379, Loss: 0.0318 Epoch 27 Batch 158/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9336, Loss: 0.0381 Epoch 27 Batch 159/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9386, Loss: 0.0301 Epoch 27 Batch 160/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9421, Loss: 0.0274 Epoch 27 Batch 161/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9418, Loss: 0.0241 Epoch 27 Batch 162/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9386, Loss: 0.0389 Epoch 27 Batch 163/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9332, Loss: 0.0443 Epoch 27 Batch 164/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9332, Loss: 0.0284 Epoch 27 Batch 165/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9283, Loss: 0.0488 Epoch 27 Batch 166/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9336, Loss: 0.0384 Epoch 27 Batch 167/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9233, Loss: 0.0312 Epoch 27 Batch 168/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9212, Loss: 0.0455 Epoch 27 Batch 169/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9258, Loss: 0.0336 Epoch 27 Batch 170/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9300, Loss: 0.0387 Epoch 27 Batch 171/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9286, Loss: 0.0298 Epoch 27 Batch 172/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9290, Loss: 0.0298 Epoch 27 Batch 173/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9197, Loss: 0.0333 Epoch 27 Batch 174/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9247, Loss: 0.0308 Epoch 27 Batch 175/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9208, Loss: 0.0379 Epoch 27 Batch 176/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9254, Loss: 0.0364 Epoch 27 Batch 177/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9311, Loss: 0.0354 Epoch 27 Batch 178/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9315, Loss: 0.0310 Epoch 27 Batch 179/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9442, Loss: 0.0331 Epoch 27 Batch 180/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9428, Loss: 0.0280 Epoch 27 Batch 181/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9442, Loss: 0.0399 Epoch 27 Batch 182/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9489, Loss: 0.0365 Epoch 27 Batch 183/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9460, Loss: 0.0371 Epoch 27 Batch 184/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9453, Loss: 0.0329 Epoch 27 Batch 185/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9364, Loss: 0.0334 Epoch 27 Batch 186/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9325, Loss: 0.0347 Epoch 27 Batch 187/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9286, Loss: 0.0263 Epoch 27 Batch 188/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9339, Loss: 0.0389 Epoch 27 Batch 189/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9389, Loss: 0.0322 Epoch 27 Batch 190/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9226, Loss: 0.0307 Epoch 27 Batch 191/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9219, Loss: 0.0260 Epoch 27 Batch 192/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9268, Loss: 0.0385 Epoch 27 Batch 193/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9318, Loss: 0.0345 Epoch 27 Batch 194/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9329, Loss: 0.0281 Epoch 27 Batch 195/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9329, Loss: 0.0260 Epoch 27 Batch 196/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9364, Loss: 0.0267 Epoch 27 Batch 197/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9315, Loss: 0.0343 Epoch 27 Batch 198/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9258, Loss: 0.0325 Epoch 27 Batch 199/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9300, Loss: 0.0281 Epoch 27 Batch 200/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9297, Loss: 0.0320 Epoch 27 Batch 201/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9297, Loss: 0.0303 Epoch 27 Batch 202/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9297, Loss: 0.0286 Epoch 27 Batch 203/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9272, Loss: 0.0345 Epoch 27 Batch 204/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9311, Loss: 0.0513 Epoch 27 Batch 205/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9311, Loss: 0.0416 Epoch 27 Batch 206/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9268, Loss: 0.0261 Epoch 27 Batch 207/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9318, Loss: 0.0312 Epoch 27 Batch 208/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9240, Loss: 0.0310 Epoch 27 Batch 209/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9240, Loss: 0.0287 Epoch 27 Batch 210/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9226, Loss: 0.0308 Epoch 27 Batch 211/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9300, Loss: 0.0314 Epoch 27 Batch 212/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9293, Loss: 0.0277 Epoch 27 Batch 213/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9322, Loss: 0.0256 Epoch 27 Batch 214/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9350, Loss: 0.0308 Epoch 27 Batch 215/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9300, Loss: 0.0384 Epoch 27 Batch 216/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9318, Loss: 0.0297 Epoch 27 Batch 217/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9276, Loss: 0.0315 Epoch 27 Batch 218/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9347, Loss: 0.0363 Epoch 27 Batch 219/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9354, Loss: 0.0226 Epoch 27 Batch 220/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9396, Loss: 0.0327 Epoch 27 Batch 221/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9339, Loss: 0.0330 Epoch 27 Batch 222/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9428, Loss: 0.0326 Epoch 27 Batch 223/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9425, Loss: 0.0329 Epoch 27 Batch 224/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9411, Loss: 0.0429 Epoch 27 Batch 225/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9361, Loss: 0.0435 Epoch 27 Batch 226/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9325, Loss: 0.0333 Epoch 27 Batch 227/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9332, Loss: 0.0410 Epoch 27 Batch 228/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9286, Loss: 0.0281 Epoch 27 Batch 229/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9290, Loss: 0.0353 Epoch 27 Batch 230/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9286, Loss: 0.0317 Epoch 27 Batch 231/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9286, Loss: 0.0373 Epoch 27 Batch 232/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9268, Loss: 0.0304 Epoch 27 Batch 233/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9343, Loss: 0.0404 Epoch 27 Batch 234/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9364, Loss: 0.0383 Epoch 27 Batch 235/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9357, Loss: 0.0338 Epoch 27 Batch 236/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9329, Loss: 0.0384 Epoch 27 Batch 237/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9283, Loss: 0.0298 Epoch 27 Batch 238/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9279, Loss: 0.0323 Epoch 27 Batch 239/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9276, Loss: 0.0240 Epoch 27 Batch 240/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9364, Loss: 0.0240 Epoch 27 Batch 241/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9379, Loss: 0.0233 Epoch 27 Batch 242/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9375, Loss: 0.0301 Epoch 27 Batch 243/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9322, Loss: 0.0368 Epoch 27 Batch 244/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9276, Loss: 0.0296 Epoch 27 Batch 245/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9322, Loss: 0.0284 Epoch 27 Batch 246/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9332, Loss: 0.0337 Epoch 27 Batch 247/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9386, Loss: 0.0320 Epoch 27 Batch 248/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9361, Loss: 0.0330 Epoch 27 Batch 249/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9315, Loss: 0.0281 Epoch 27 Batch 250/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9347, Loss: 0.0322 Epoch 27 Batch 251/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9396, Loss: 0.0372 Epoch 27 Batch 252/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9389, Loss: 0.0404 Epoch 27 Batch 253/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.9350, Loss: 0.0351 Epoch 27 Batch 254/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9403, Loss: 0.0354 Epoch 27 Batch 255/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9407, Loss: 0.0271 Epoch 27 Batch 256/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9354, Loss: 0.0556 Epoch 27 Batch 257/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9357, Loss: 0.0363 Epoch 27 Batch 258/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9396, Loss: 0.0314 Epoch 27 Batch 259/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9467, Loss: 0.0297 Epoch 27 Batch 260/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9414, Loss: 0.0323 Epoch 27 Batch 261/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9389, Loss: 0.0280 Epoch 27 Batch 262/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9322, Loss: 0.0303 Epoch 27 Batch 263/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9350, Loss: 0.0300 Epoch 27 Batch 264/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9318, Loss: 0.0332 Epoch 27 Batch 265/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9311, Loss: 0.0335 Epoch 27 Batch 266/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9354, Loss: 0.0346 Epoch 27 Batch 267/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9304, Loss: 0.0259 Epoch 27 Batch 268/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9339, Loss: 0.0413 Epoch 27 Batch 269/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9339, Loss: 0.0464 Epoch 27 Batch 270/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9339, Loss: 0.0430 Epoch 27 Batch 271/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9265, Loss: 0.0299 Epoch 27 Batch 272/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9315, Loss: 0.0620 Epoch 27 Batch 273/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9268, Loss: 0.0290 Epoch 27 Batch 274/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9268, Loss: 0.0337 Epoch 27 Batch 275/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9094, Loss: 0.0342 Epoch 27 Batch 276/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9162, Loss: 0.0493 Epoch 27 Batch 277/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9162, Loss: 0.0247 Epoch 27 Batch 278/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9268, Loss: 0.0403 Epoch 27 Batch 279/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9222, Loss: 0.0384 Epoch 27 Batch 280/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9215, Loss: 0.0382 Epoch 27 Batch 281/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9112, Loss: 0.0413 Epoch 27 Batch 282/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9176, Loss: 0.0408 Epoch 27 Batch 283/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9169, Loss: 0.0367 Epoch 27 Batch 284/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9222, Loss: 0.0431 Epoch 27 Batch 285/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9173, Loss: 0.0395 Epoch 27 Batch 286/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9276, Loss: 0.0303 Epoch 27 Batch 287/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9219, Loss: 0.0417 Epoch 27 Batch 288/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9219, Loss: 0.0437 Epoch 27 Batch 289/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9261, Loss: 0.0304 Epoch 27 Batch 290/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9265, Loss: 0.0519 Epoch 27 Batch 291/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9109, Loss: 0.0497 Epoch 27 Batch 292/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9183, Loss: 0.0281 Epoch 27 Batch 293/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9151, Loss: 0.0317 Epoch 27 Batch 294/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9137, Loss: 0.0328 Epoch 27 Batch 295/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9141, Loss: 0.0413 Epoch 27 Batch 296/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9229, Loss: 0.0343 Epoch 27 Batch 297/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9276, Loss: 0.0347 Epoch 27 Batch 298/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9322, Loss: 0.0415 Epoch 27 Batch 299/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9347, Loss: 0.0391 Epoch 27 Batch 300/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9393, Loss: 0.0247 Epoch 27 Batch 301/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9414, Loss: 0.0314 Epoch 27 Batch 302/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9418, Loss: 0.0337 Epoch 27 Batch 303/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9425, Loss: 0.0381 Epoch 27 Batch 304/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9450, Loss: 0.0318 Epoch 27 Batch 305/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9442, Loss: 0.0359 Epoch 27 Batch 306/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9371, Loss: 0.0442 Epoch 27 Batch 307/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9364, Loss: 0.0338 Epoch 27 Batch 308/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9418, Loss: 0.0389 Epoch 27 Batch 309/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9400, Loss: 0.0246 Epoch 27 Batch 310/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9396, Loss: 0.0302 Epoch 27 Batch 311/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9393, Loss: 0.0274 Epoch 27 Batch 312/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9293, Loss: 0.0389 Epoch 27 Batch 313/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9251, Loss: 0.0251 Epoch 27 Batch 314/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9251, Loss: 0.0394 Epoch 27 Batch 315/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9205, Loss: 0.0275 Epoch 27 Batch 316/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9201, Loss: 0.0341 Epoch 27 Batch 317/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9304, Loss: 0.0411 Epoch 27 Batch 318/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9354, Loss: 0.0296 Epoch 27 Batch 319/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9343, Loss: 0.0437 Epoch 27 Batch 320/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9386, Loss: 0.0458 Epoch 27 Batch 321/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9364, Loss: 0.0292 Epoch 27 Batch 322/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9379, Loss: 0.0338 Epoch 27 Batch 323/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9300, Loss: 0.0329 Epoch 27 Batch 324/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9226, Loss: 0.0293 Epoch 27 Batch 325/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9272, Loss: 0.0316 Epoch 27 Batch 326/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9304, Loss: 0.0307 Epoch 27 Batch 327/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9283, Loss: 0.0409 Epoch 27 Batch 328/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9332, Loss: 0.0419 Epoch 27 Batch 329/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9339, Loss: 0.0372 Epoch 27 Batch 330/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9343, Loss: 0.0355 Epoch 27 Batch 331/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9279, Loss: 0.0326 Epoch 27 Batch 332/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9325, Loss: 0.0272 Epoch 27 Batch 333/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9347, Loss: 0.0303 Epoch 27 Batch 334/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9368, Loss: 0.0335 Epoch 27 Batch 335/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9339, Loss: 0.0320 Epoch 27 Batch 336/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9364, Loss: 0.0712 Epoch 27 Batch 337/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9286, Loss: 0.0374 Epoch 27 Batch 338/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9329, Loss: 0.0472 Epoch 27 Batch 339/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9311, Loss: 0.0262 Epoch 27 Batch 340/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9354, Loss: 0.0363 Epoch 27 Batch 341/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9276, Loss: 0.0435 Epoch 27 Batch 342/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9254, Loss: 0.0309 Epoch 27 Batch 343/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9237, Loss: 0.0418 Epoch 27 Batch 344/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9308, Loss: 0.0365 Epoch 27 Batch 345/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9279, Loss: 0.0304 Epoch 27 Batch 346/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9297, Loss: 0.0390 Epoch 27 Batch 347/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9268, Loss: 0.0287 Epoch 27 Batch 348/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9293, Loss: 0.0342 Epoch 27 Batch 349/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9354, Loss: 0.0300 Epoch 27 Batch 350/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9350, Loss: 0.0317 Epoch 27 Batch 351/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9347, Loss: 0.0350 Epoch 27 Batch 352/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9300, Loss: 0.0282 Epoch 27 Batch 353/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9311, Loss: 0.0396 Epoch 27 Batch 354/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9350, Loss: 0.0414 Epoch 27 Batch 355/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9347, Loss: 0.0331 Epoch 27 Batch 356/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9379, Loss: 0.0384 Epoch 27 Batch 357/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9336, Loss: 0.0362 Epoch 27 Batch 358/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9325, Loss: 0.0429 Epoch 27 Batch 359/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9276, Loss: 0.0348 Epoch 27 Batch 360/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9173, Loss: 0.0288 Epoch 27 Batch 361/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9251, Loss: 0.0279 Epoch 27 Batch 362/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9251, Loss: 0.0438 Epoch 27 Batch 363/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9247, Loss: 0.0332 Epoch 27 Batch 364/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9247, Loss: 0.0470 Epoch 27 Batch 365/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9251, Loss: 0.0265 Epoch 27 Batch 366/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9279, Loss: 0.0276 Epoch 27 Batch 367/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9283, Loss: 0.0268 Epoch 27 Batch 368/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9233, Loss: 0.0350 Epoch 27 Batch 369/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9229, Loss: 0.0332 Epoch 27 Batch 370/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9162, Loss: 0.0328 Epoch 27 Batch 371/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9261, Loss: 0.0249 Epoch 27 Batch 372/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9293, Loss: 0.0245 Epoch 27 Batch 373/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9293, Loss: 0.0300 Epoch 27 Batch 374/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9318, Loss: 0.0314 Epoch 27 Batch 375/1077 - Train Accuracy: 0.9822, Validation Accuracy: 0.9364, Loss: 0.0295 Epoch 27 Batch 376/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9325, Loss: 0.0404 Epoch 27 Batch 377/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9293, Loss: 0.0315 Epoch 27 Batch 378/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9233, Loss: 0.0241 Epoch 27 Batch 379/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9183, Loss: 0.0420 Epoch 27 Batch 380/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9137, Loss: 0.0312 Epoch 27 Batch 381/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9141, Loss: 0.0415 Epoch 27 Batch 382/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9183, Loss: 0.0470 Epoch 27 Batch 383/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9229, Loss: 0.0326 Epoch 27 Batch 384/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9229, Loss: 0.0264 Epoch 27 Batch 385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9347, Loss: 0.0247 Epoch 27 Batch 386/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9396, Loss: 0.0298 Epoch 27 Batch 387/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9396, Loss: 0.0308 Epoch 27 Batch 388/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9379, Loss: 0.0465 Epoch 27 Batch 389/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9453, Loss: 0.0386 Epoch 27 Batch 390/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9354, Loss: 0.0449 Epoch 27 Batch 391/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9357, Loss: 0.0354 Epoch 27 Batch 392/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9354, Loss: 0.0426 Epoch 27 Batch 393/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9396, Loss: 0.0330 Epoch 27 Batch 394/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9396, Loss: 0.0340 Epoch 27 Batch 395/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9396, Loss: 0.0288 Epoch 27 Batch 396/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9350, Loss: 0.0358 Epoch 27 Batch 397/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9251, Loss: 0.0346 Epoch 27 Batch 398/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9226, Loss: 0.0338 Epoch 27 Batch 399/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9293, Loss: 0.0335 Epoch 27 Batch 400/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9350, Loss: 0.0333 Epoch 27 Batch 401/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9300, Loss: 0.0272 Epoch 27 Batch 402/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9254, Loss: 0.0284 Epoch 27 Batch 403/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9300, Loss: 0.0467 Epoch 27 Batch 404/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9190, Loss: 0.0361 Epoch 27 Batch 405/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9180, Loss: 0.0444 Epoch 27 Batch 406/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9180, Loss: 0.0279 Epoch 27 Batch 407/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9176, Loss: 0.0400 Epoch 27 Batch 408/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9229, Loss: 0.0348 Epoch 27 Batch 409/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9229, Loss: 0.0387 Epoch 27 Batch 410/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9290, Loss: 0.0463 Epoch 27 Batch 411/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9290, Loss: 0.0367 Epoch 27 Batch 412/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9339, Loss: 0.0286 Epoch 27 Batch 413/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9318, Loss: 0.0315 Epoch 27 Batch 414/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9318, Loss: 0.0362 Epoch 27 Batch 415/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9286, Loss: 0.0408 Epoch 27 Batch 416/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9258, Loss: 0.0319 Epoch 27 Batch 417/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0492 Epoch 27 Batch 418/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9261, Loss: 0.0287 Epoch 27 Batch 419/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9265, Loss: 0.0263 Epoch 27 Batch 420/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9293, Loss: 0.0273 Epoch 27 Batch 421/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9411, Loss: 0.0497 Epoch 27 Batch 422/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9364, Loss: 0.0285 Epoch 27 Batch 423/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9315, Loss: 0.0351 Epoch 27 Batch 424/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9311, Loss: 0.0341 Epoch 27 Batch 425/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9357, Loss: 0.0302 Epoch 27 Batch 426/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9379, Loss: 0.0369 Epoch 27 Batch 427/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9379, Loss: 0.0304 Epoch 27 Batch 428/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9297, Loss: 0.0253 Epoch 27 Batch 429/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9237, Loss: 0.0273 Epoch 27 Batch 430/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9215, Loss: 0.0328 Epoch 27 Batch 431/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9219, Loss: 0.0307 Epoch 27 Batch 432/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9169, Loss: 0.0357 Epoch 27 Batch 433/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9162, Loss: 0.0394 Epoch 27 Batch 434/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9208, Loss: 0.0321 Epoch 27 Batch 435/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9190, Loss: 0.0399 Epoch 27 Batch 436/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9194, Loss: 0.0362 Epoch 27 Batch 437/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9098, Loss: 0.0295 Epoch 27 Batch 438/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9094, Loss: 0.0319 Epoch 27 Batch 439/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9094, Loss: 0.0336 Epoch 27 Batch 440/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9105, Loss: 0.0403 Epoch 27 Batch 441/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9126, Loss: 0.0328 Epoch 27 Batch 442/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9226, Loss: 0.0407 Epoch 27 Batch 443/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9215, Loss: 0.0294 Epoch 27 Batch 444/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9212, Loss: 0.0385 Epoch 27 Batch 445/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9222, Loss: 0.0387 Epoch 27 Batch 446/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9219, Loss: 0.0282 Epoch 27 Batch 447/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9226, Loss: 0.0315 Epoch 27 Batch 448/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9130, Loss: 0.0422 Epoch 27 Batch 449/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9077, Loss: 0.0433 Epoch 27 Batch 450/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9201, Loss: 0.0364 Epoch 27 Batch 451/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9226, Loss: 0.0280 Epoch 27 Batch 452/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9226, Loss: 0.0315 Epoch 27 Batch 453/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9226, Loss: 0.0311 Epoch 27 Batch 454/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9237, Loss: 0.0462 Epoch 27 Batch 455/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9247, Loss: 0.0329 Epoch 27 Batch 456/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9361, Loss: 0.0313 Epoch 27 Batch 457/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9279, Loss: 0.0281 Epoch 27 Batch 458/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9325, Loss: 0.0397 Epoch 27 Batch 459/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9371, Loss: 0.0350 Epoch 27 Batch 460/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9371, Loss: 0.0372 Epoch 27 Batch 461/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9400, Loss: 0.0344 Epoch 27 Batch 462/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9403, Loss: 0.0334 Epoch 27 Batch 463/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9354, Loss: 0.0321 Epoch 27 Batch 464/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9272, Loss: 0.0341 Epoch 27 Batch 465/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9272, Loss: 0.0445 Epoch 27 Batch 466/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9155, Loss: 0.0311 Epoch 27 Batch 467/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9109, Loss: 0.0396 Epoch 27 Batch 468/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9070, Loss: 0.0311 Epoch 27 Batch 469/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9070, Loss: 0.0297 Epoch 27 Batch 470/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9119, Loss: 0.0326 Epoch 27 Batch 471/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9141, Loss: 0.0260 Epoch 27 Batch 472/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9237, Loss: 0.0320 Epoch 27 Batch 473/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9244, Loss: 0.0332 Epoch 27 Batch 474/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9222, Loss: 0.0346 Epoch 27 Batch 475/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9251, Loss: 0.0367 Epoch 27 Batch 476/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9247, Loss: 0.0241 Epoch 27 Batch 477/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9347, Loss: 0.0325 Epoch 27 Batch 478/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9428, Loss: 0.0311 Epoch 27 Batch 479/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9382, Loss: 0.0396 Epoch 27 Batch 480/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9357, Loss: 0.0333 Epoch 27 Batch 481/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9354, Loss: 0.0288 Epoch 27 Batch 482/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9347, Loss: 0.0356 Epoch 27 Batch 483/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9347, Loss: 0.0452 Epoch 27 Batch 484/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9354, Loss: 0.0376 Epoch 27 Batch 485/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9308, Loss: 0.0357 Epoch 27 Batch 486/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9283, Loss: 0.0292 Epoch 27 Batch 487/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9244, Loss: 0.0287 Epoch 27 Batch 488/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9293, Loss: 0.0270 Epoch 27 Batch 489/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9343, Loss: 0.0277 Epoch 27 Batch 490/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9315, Loss: 0.0360 Epoch 27 Batch 491/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9339, Loss: 0.0404 Epoch 27 Batch 492/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9293, Loss: 0.0376 Epoch 27 Batch 493/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9339, Loss: 0.0234 Epoch 27 Batch 494/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9339, Loss: 0.0260 Epoch 27 Batch 495/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9290, Loss: 0.0310 Epoch 27 Batch 496/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9322, Loss: 0.0293 Epoch 27 Batch 497/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9279, Loss: 0.0344 Epoch 27 Batch 498/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9318, Loss: 0.0384 Epoch 27 Batch 499/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9311, Loss: 0.0290 Epoch 27 Batch 500/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9272, Loss: 0.0264 Epoch 27 Batch 501/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9272, Loss: 0.0322 Epoch 27 Batch 502/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9229, Loss: 0.0359 Epoch 27 Batch 503/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0261 Epoch 27 Batch 504/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9357, Loss: 0.0284 Epoch 27 Batch 505/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9354, Loss: 0.0275 Epoch 27 Batch 506/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9251, Loss: 0.0376 Epoch 27 Batch 507/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9251, Loss: 0.0369 Epoch 27 Batch 508/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9283, Loss: 0.0281 Epoch 27 Batch 509/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9304, Loss: 0.0388 Epoch 27 Batch 510/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9293, Loss: 0.0312 Epoch 27 Batch 511/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9173, Loss: 0.0342 Epoch 27 Batch 512/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9119, Loss: 0.0238 Epoch 27 Batch 513/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9123, Loss: 0.0373 Epoch 27 Batch 514/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9261, Loss: 0.0312 Epoch 27 Batch 515/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9268, Loss: 0.0327 Epoch 27 Batch 516/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9290, Loss: 0.0308 Epoch 27 Batch 517/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9290, Loss: 0.0354 Epoch 27 Batch 518/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9339, Loss: 0.0306 Epoch 27 Batch 519/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9403, Loss: 0.0338 Epoch 27 Batch 520/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9403, Loss: 0.0314 Epoch 27 Batch 521/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9357, Loss: 0.0310 Epoch 27 Batch 522/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9357, Loss: 0.0396 Epoch 27 Batch 523/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9254, Loss: 0.0302 Epoch 27 Batch 524/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9279, Loss: 0.0384 Epoch 27 Batch 525/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9240, Loss: 0.0286 Epoch 27 Batch 526/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9339, Loss: 0.0290 Epoch 27 Batch 527/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9428, Loss: 0.0341 Epoch 27 Batch 528/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9446, Loss: 0.0335 Epoch 27 Batch 529/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9350, Loss: 0.0360 Epoch 27 Batch 530/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9467, Loss: 0.0360 Epoch 27 Batch 531/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9418, Loss: 0.0363 Epoch 27 Batch 532/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9453, Loss: 0.0457 Epoch 27 Batch 533/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0302 Epoch 27 Batch 534/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9379, Loss: 0.0413 Epoch 27 Batch 535/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9350, Loss: 0.0373 Epoch 27 Batch 536/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9325, Loss: 0.0371 Epoch 27 Batch 537/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9325, Loss: 0.0278 Epoch 27 Batch 538/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9375, Loss: 0.0280 Epoch 27 Batch 539/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9379, Loss: 0.0477 Epoch 27 Batch 540/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9428, Loss: 0.0282 Epoch 27 Batch 541/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9428, Loss: 0.0306 Epoch 27 Batch 542/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9414, Loss: 0.0345 Epoch 27 Batch 543/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9364, Loss: 0.0276 Epoch 27 Batch 544/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9361, Loss: 0.0215 Epoch 27 Batch 545/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9361, Loss: 0.0304 Epoch 27 Batch 546/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9350, Loss: 0.0388 Epoch 27 Batch 547/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9251, Loss: 0.0303 Epoch 27 Batch 548/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9276, Loss: 0.0409 Epoch 27 Batch 549/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9290, Loss: 0.0414 Epoch 27 Batch 550/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9368, Loss: 0.0347 Epoch 27 Batch 551/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9371, Loss: 0.0357 Epoch 27 Batch 552/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9329, Loss: 0.0392 Epoch 27 Batch 553/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0464 Epoch 27 Batch 554/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9240, Loss: 0.0308 Epoch 27 Batch 555/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9215, Loss: 0.0327 Epoch 27 Batch 556/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9233, Loss: 0.0277 Epoch 27 Batch 557/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9212, Loss: 0.0314 Epoch 27 Batch 558/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9251, Loss: 0.0249 Epoch 27 Batch 559/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9276, Loss: 0.0349 Epoch 27 Batch 560/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9222, Loss: 0.0379 Epoch 27 Batch 561/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9222, Loss: 0.0363 Epoch 27 Batch 562/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9222, Loss: 0.0285 Epoch 27 Batch 563/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9176, Loss: 0.0388 Epoch 27 Batch 564/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9247, Loss: 0.0423 Epoch 27 Batch 565/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9393, Loss: 0.0488 Epoch 27 Batch 566/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9393, Loss: 0.0388 Epoch 27 Batch 567/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9283, Loss: 0.0360 Epoch 27 Batch 568/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9304, Loss: 0.0327 Epoch 27 Batch 569/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9279, Loss: 0.0395 Epoch 27 Batch 570/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9325, Loss: 0.0409 Epoch 27 Batch 571/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9350, Loss: 0.0295 Epoch 27 Batch 572/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9354, Loss: 0.0349 Epoch 27 Batch 573/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9354, Loss: 0.0493 Epoch 27 Batch 574/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9382, Loss: 0.0356 Epoch 27 Batch 575/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9513, Loss: 0.0276 Epoch 27 Batch 576/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9467, Loss: 0.0326 Epoch 27 Batch 577/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9464, Loss: 0.0317 Epoch 27 Batch 578/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9407, Loss: 0.0311 Epoch 27 Batch 579/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9471, Loss: 0.0347 Epoch 27 Batch 580/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9478, Loss: 0.0248 Epoch 27 Batch 581/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9425, Loss: 0.0234 Epoch 27 Batch 582/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9425, Loss: 0.0290 Epoch 27 Batch 583/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9474, Loss: 0.0372 Epoch 27 Batch 584/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9474, Loss: 0.0352 Epoch 27 Batch 585/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9414, Loss: 0.0228 Epoch 27 Batch 586/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9467, Loss: 0.0261 Epoch 27 Batch 587/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9418, Loss: 0.0338 Epoch 27 Batch 588/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9371, Loss: 0.0275 Epoch 27 Batch 589/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9343, Loss: 0.0287 Epoch 27 Batch 590/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9361, Loss: 0.0368 Epoch 27 Batch 591/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9361, Loss: 0.0333 Epoch 27 Batch 592/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9432, Loss: 0.0379 Epoch 27 Batch 593/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9435, Loss: 0.0472 Epoch 27 Batch 594/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9371, Loss: 0.0378 Epoch 27 Batch 595/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9347, Loss: 0.0331 Epoch 27 Batch 596/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9407, Loss: 0.0346 Epoch 27 Batch 597/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9457, Loss: 0.0308 Epoch 27 Batch 598/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9442, Loss: 0.0364 Epoch 27 Batch 599/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9382, Loss: 0.0504 Epoch 27 Batch 600/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9379, Loss: 0.0407 Epoch 27 Batch 601/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9379, Loss: 0.0381 Epoch 27 Batch 602/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9393, Loss: 0.0336 Epoch 27 Batch 603/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9432, Loss: 0.0363 Epoch 27 Batch 604/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9478, Loss: 0.0512 Epoch 27 Batch 605/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9364, Loss: 0.0402 Epoch 27 Batch 606/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9315, Loss: 0.0247 Epoch 27 Batch 607/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9457, Loss: 0.0411 Epoch 27 Batch 608/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0399 Epoch 27 Batch 609/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9318, Loss: 0.0432 Epoch 27 Batch 610/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9318, Loss: 0.0378 Epoch 27 Batch 611/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9215, Loss: 0.0382 Epoch 27 Batch 612/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9212, Loss: 0.0250 Epoch 27 Batch 613/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9151, Loss: 0.0454 Epoch 27 Batch 614/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9258, Loss: 0.0380 Epoch 27 Batch 615/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9286, Loss: 0.0272 Epoch 27 Batch 616/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9290, Loss: 0.0333 Epoch 27 Batch 617/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9425, Loss: 0.0296 Epoch 27 Batch 618/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9329, Loss: 0.0356 Epoch 27 Batch 619/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9389, Loss: 0.0256 Epoch 27 Batch 620/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9315, Loss: 0.0273 Epoch 27 Batch 621/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9361, Loss: 0.0385 Epoch 27 Batch 622/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9290, Loss: 0.0417 Epoch 27 Batch 623/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9286, Loss: 0.0436 Epoch 27 Batch 624/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9240, Loss: 0.0395 Epoch 27 Batch 625/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9183, Loss: 0.0315 Epoch 27 Batch 626/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9180, Loss: 0.0327 Epoch 27 Batch 627/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9180, Loss: 0.0324 Epoch 27 Batch 628/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9123, Loss: 0.0372 Epoch 27 Batch 629/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9123, Loss: 0.0337 Epoch 27 Batch 630/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9130, Loss: 0.0341 Epoch 27 Batch 631/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9158, Loss: 0.0396 Epoch 27 Batch 632/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9176, Loss: 0.0320 Epoch 27 Batch 633/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9361, Loss: 0.0367 Epoch 27 Batch 634/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9361, Loss: 0.0299 Epoch 27 Batch 635/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9418, Loss: 0.0385 Epoch 27 Batch 636/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9418, Loss: 0.0296 Epoch 27 Batch 637/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9297, Loss: 0.0317 Epoch 27 Batch 638/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9304, Loss: 0.0302 Epoch 27 Batch 639/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9251, Loss: 0.0391 Epoch 27 Batch 640/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9286, Loss: 0.0282 Epoch 27 Batch 641/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9283, Loss: 0.0315 Epoch 27 Batch 642/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9283, Loss: 0.0320 Epoch 27 Batch 643/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9311, Loss: 0.0257 Epoch 27 Batch 644/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9357, Loss: 0.0314 Epoch 27 Batch 645/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9308, Loss: 0.0332 Epoch 27 Batch 646/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9308, Loss: 0.0308 Epoch 27 Batch 647/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9308, Loss: 0.0399 Epoch 27 Batch 648/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9435, Loss: 0.0286 Epoch 27 Batch 649/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9371, Loss: 0.0293 Epoch 27 Batch 650/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9371, Loss: 0.0287 Epoch 27 Batch 651/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9393, Loss: 0.0315 Epoch 27 Batch 652/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9343, Loss: 0.0341 Epoch 27 Batch 653/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9393, Loss: 0.0385 Epoch 27 Batch 654/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9350, Loss: 0.0316 Epoch 27 Batch 655/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9446, Loss: 0.0500 Epoch 27 Batch 656/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9411, Loss: 0.0351 Epoch 27 Batch 657/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9329, Loss: 0.0354 Epoch 27 Batch 658/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9229, Loss: 0.0225 Epoch 27 Batch 659/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9183, Loss: 0.0356 Epoch 27 Batch 660/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9134, Loss: 0.0273 Epoch 27 Batch 661/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9258, Loss: 0.0352 Epoch 27 Batch 662/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9268, Loss: 0.0302 Epoch 27 Batch 663/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9290, Loss: 0.0305 Epoch 27 Batch 664/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9290, Loss: 0.0338 Epoch 27 Batch 665/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9361, Loss: 0.0239 Epoch 27 Batch 666/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9364, Loss: 0.0354 Epoch 27 Batch 667/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9268, Loss: 0.0378 Epoch 27 Batch 668/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9215, Loss: 0.0322 Epoch 27 Batch 669/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9215, Loss: 0.0258 Epoch 27 Batch 670/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9311, Loss: 0.0303 Epoch 27 Batch 671/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9251, Loss: 0.0344 Epoch 27 Batch 672/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9251, Loss: 0.0288 Epoch 27 Batch 673/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9247, Loss: 0.0380 Epoch 27 Batch 674/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9276, Loss: 0.0329 Epoch 27 Batch 675/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9297, Loss: 0.0360 Epoch 27 Batch 676/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9371, Loss: 0.0301 Epoch 27 Batch 677/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9414, Loss: 0.0418 Epoch 27 Batch 678/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9311, Loss: 0.0261 Epoch 27 Batch 679/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9300, Loss: 0.0282 Epoch 27 Batch 680/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9300, Loss: 0.0354 Epoch 27 Batch 681/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9304, Loss: 0.0309 Epoch 27 Batch 682/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9300, Loss: 0.0321 Epoch 27 Batch 683/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9442, Loss: 0.0288 Epoch 27 Batch 684/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9396, Loss: 0.0308 Epoch 27 Batch 685/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9396, Loss: 0.0392 Epoch 27 Batch 686/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9400, Loss: 0.0289 Epoch 27 Batch 687/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9400, Loss: 0.0326 Epoch 27 Batch 688/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9485, Loss: 0.0318 Epoch 27 Batch 689/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9435, Loss: 0.0249 Epoch 27 Batch 690/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9442, Loss: 0.0328 Epoch 27 Batch 691/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9432, Loss: 0.0346 Epoch 27 Batch 692/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9478, Loss: 0.0286 Epoch 27 Batch 693/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9482, Loss: 0.0499 Epoch 27 Batch 694/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9496, Loss: 0.0330 Epoch 27 Batch 695/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9414, Loss: 0.0337 Epoch 27 Batch 696/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9464, Loss: 0.0328 Epoch 27 Batch 697/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9411, Loss: 0.0283 Epoch 27 Batch 698/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9453, Loss: 0.0317 Epoch 27 Batch 699/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9450, Loss: 0.0322 Epoch 27 Batch 700/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9393, Loss: 0.0316 Epoch 27 Batch 701/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9379, Loss: 0.0320 Epoch 27 Batch 702/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9379, Loss: 0.0432 Epoch 27 Batch 703/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9382, Loss: 0.0360 Epoch 27 Batch 704/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9354, Loss: 0.0478 Epoch 27 Batch 705/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9450, Loss: 0.0383 Epoch 27 Batch 706/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9492, Loss: 0.0519 Epoch 27 Batch 707/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9446, Loss: 0.0348 Epoch 27 Batch 708/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9379, Loss: 0.0317 Epoch 27 Batch 709/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9446, Loss: 0.0452 Epoch 27 Batch 710/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9450, Loss: 0.0239 Epoch 27 Batch 711/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9467, Loss: 0.0407 Epoch 27 Batch 712/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9371, Loss: 0.0287 Epoch 27 Batch 713/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9375, Loss: 0.0289 Epoch 27 Batch 714/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9322, Loss: 0.0363 Epoch 27 Batch 715/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9322, Loss: 0.0359 Epoch 27 Batch 716/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9276, Loss: 0.0262 Epoch 27 Batch 717/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9226, Loss: 0.0252 Epoch 27 Batch 718/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9272, Loss: 0.0351 Epoch 27 Batch 719/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9233, Loss: 0.0338 Epoch 27 Batch 720/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9233, Loss: 0.0333 Epoch 27 Batch 721/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9322, Loss: 0.0394 Epoch 27 Batch 722/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9318, Loss: 0.0276 Epoch 27 Batch 723/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9364, Loss: 0.0370 Epoch 27 Batch 724/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9371, Loss: 0.0340 Epoch 27 Batch 725/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9371, Loss: 0.0275 Epoch 27 Batch 726/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9375, Loss: 0.0297 Epoch 27 Batch 727/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9354, Loss: 0.0270 Epoch 27 Batch 728/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9400, Loss: 0.0412 Epoch 27 Batch 729/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9357, Loss: 0.0405 Epoch 27 Batch 730/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9347, Loss: 0.0433 Epoch 27 Batch 731/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9347, Loss: 0.0326 Epoch 27 Batch 732/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9297, Loss: 0.0354 Epoch 27 Batch 733/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9244, Loss: 0.0374 Epoch 27 Batch 734/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9176, Loss: 0.0304 Epoch 27 Batch 735/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9176, Loss: 0.0252 Epoch 27 Batch 736/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9226, Loss: 0.0306 Epoch 27 Batch 737/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9276, Loss: 0.0417 Epoch 27 Batch 738/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9276, Loss: 0.0225 Epoch 27 Batch 739/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9286, Loss: 0.0309 Epoch 27 Batch 740/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9286, Loss: 0.0231 Epoch 27 Batch 741/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9286, Loss: 0.0377 Epoch 27 Batch 742/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9286, Loss: 0.0327 Epoch 27 Batch 743/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9311, Loss: 0.0305 Epoch 27 Batch 744/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9311, Loss: 0.0349 Epoch 27 Batch 745/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9354, Loss: 0.0353 Epoch 27 Batch 746/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9371, Loss: 0.0288 Epoch 27 Batch 747/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9347, Loss: 0.0250 Epoch 27 Batch 748/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9396, Loss: 0.0303 Epoch 27 Batch 749/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9293, Loss: 0.0257 Epoch 27 Batch 750/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9339, Loss: 0.0312 Epoch 27 Batch 751/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9325, Loss: 0.0372 Epoch 27 Batch 752/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9304, Loss: 0.0309 Epoch 27 Batch 753/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9212, Loss: 0.0287 Epoch 27 Batch 754/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9219, Loss: 0.0377 Epoch 27 Batch 755/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9219, Loss: 0.0385 Epoch 27 Batch 756/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9322, Loss: 0.0286 Epoch 27 Batch 757/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9371, Loss: 0.0362 Epoch 27 Batch 758/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9354, Loss: 0.0250 Epoch 27 Batch 759/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9357, Loss: 0.0311 Epoch 27 Batch 760/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9343, Loss: 0.0393 Epoch 27 Batch 761/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9347, Loss: 0.0314 Epoch 27 Batch 762/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9347, Loss: 0.0278 Epoch 27 Batch 763/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9347, Loss: 0.0347 Epoch 27 Batch 764/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9347, Loss: 0.0286 Epoch 27 Batch 765/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9347, Loss: 0.0390 Epoch 27 Batch 766/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9389, Loss: 0.0388 Epoch 27 Batch 767/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9389, Loss: 0.0329 Epoch 27 Batch 768/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9439, Loss: 0.0286 Epoch 27 Batch 769/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9428, Loss: 0.0344 Epoch 27 Batch 770/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9379, Loss: 0.0299 Epoch 27 Batch 771/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9361, Loss: 0.0339 Epoch 27 Batch 772/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9325, Loss: 0.0297 Epoch 27 Batch 773/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9347, Loss: 0.0305 Epoch 27 Batch 774/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0351 Epoch 27 Batch 775/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9510, Loss: 0.0283 Epoch 27 Batch 776/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9599, Loss: 0.0282 Epoch 27 Batch 777/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0285 Epoch 27 Batch 778/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9492, Loss: 0.0361 Epoch 27 Batch 779/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9542, Loss: 0.0310 Epoch 27 Batch 780/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9517, Loss: 0.0454 Epoch 27 Batch 781/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9499, Loss: 0.0303 Epoch 27 Batch 782/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9403, Loss: 0.0329 Epoch 27 Batch 783/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9396, Loss: 0.0358 Epoch 27 Batch 784/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9247, Loss: 0.0244 Epoch 27 Batch 785/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9247, Loss: 0.0272 Epoch 27 Batch 786/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9272, Loss: 0.0299 Epoch 27 Batch 787/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9279, Loss: 0.0324 Epoch 27 Batch 788/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9279, Loss: 0.0392 Epoch 27 Batch 789/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9304, Loss: 0.0364 Epoch 27 Batch 790/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9300, Loss: 0.0400 Epoch 27 Batch 791/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9304, Loss: 0.0366 Epoch 27 Batch 792/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9304, Loss: 0.0356 Epoch 27 Batch 793/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9258, Loss: 0.0335 Epoch 27 Batch 794/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9251, Loss: 0.0256 Epoch 27 Batch 795/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9304, Loss: 0.0388 Epoch 27 Batch 796/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9304, Loss: 0.0315 Epoch 27 Batch 797/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9272, Loss: 0.0326 Epoch 27 Batch 798/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9407, Loss: 0.0308 Epoch 27 Batch 799/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9339, Loss: 0.0434 Epoch 27 Batch 800/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9332, Loss: 0.0300 Epoch 27 Batch 801/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9389, Loss: 0.0321 Epoch 27 Batch 802/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9364, Loss: 0.0387 Epoch 27 Batch 803/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9322, Loss: 0.0329 Epoch 27 Batch 804/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9197, Loss: 0.0256 Epoch 27 Batch 805/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9201, Loss: 0.0338 Epoch 27 Batch 806/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9201, Loss: 0.0304 Epoch 27 Batch 807/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9254, Loss: 0.0242 Epoch 27 Batch 808/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9279, Loss: 0.0469 Epoch 27 Batch 809/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9279, Loss: 0.0511 Epoch 27 Batch 810/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9364, Loss: 0.0302 Epoch 27 Batch 811/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9322, Loss: 0.0327 Epoch 27 Batch 812/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9368, Loss: 0.0334 Epoch 27 Batch 813/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9325, Loss: 0.0350 Epoch 27 Batch 814/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9226, Loss: 0.0337 Epoch 27 Batch 815/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9229, Loss: 0.0398 Epoch 27 Batch 816/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9343, Loss: 0.0293 Epoch 27 Batch 817/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9339, Loss: 0.0314 Epoch 27 Batch 818/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9336, Loss: 0.0335 Epoch 27 Batch 819/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9336, Loss: 0.0327 Epoch 27 Batch 820/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9347, Loss: 0.0317 Epoch 27 Batch 821/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9343, Loss: 0.0326 Epoch 27 Batch 822/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9343, Loss: 0.0311 Epoch 27 Batch 823/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9400, Loss: 0.0317 Epoch 27 Batch 824/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9400, Loss: 0.0335 Epoch 27 Batch 825/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9450, Loss: 0.0289 Epoch 27 Batch 826/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9421, Loss: 0.0307 Epoch 27 Batch 827/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9354, Loss: 0.0356 Epoch 27 Batch 828/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9375, Loss: 0.0268 Epoch 27 Batch 829/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9329, Loss: 0.0428 Epoch 27 Batch 830/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9343, Loss: 0.0411 Epoch 27 Batch 831/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9379, Loss: 0.0315 Epoch 27 Batch 832/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9371, Loss: 0.0297 Epoch 27 Batch 833/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9347, Loss: 0.0410 Epoch 27 Batch 834/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9293, Loss: 0.0340 Epoch 27 Batch 835/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9382, Loss: 0.0388 Epoch 27 Batch 836/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9432, Loss: 0.0317 Epoch 27 Batch 837/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9439, Loss: 0.0394 Epoch 27 Batch 838/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9300, Loss: 0.0339 Epoch 27 Batch 839/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9457, Loss: 0.0278 Epoch 27 Batch 840/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9446, Loss: 0.0310 Epoch 27 Batch 841/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9450, Loss: 0.0504 Epoch 27 Batch 842/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9471, Loss: 0.0276 Epoch 27 Batch 843/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0257 Epoch 27 Batch 844/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9421, Loss: 0.0295 Epoch 27 Batch 845/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9499, Loss: 0.0312 Epoch 27 Batch 846/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9503, Loss: 0.0446 Epoch 27 Batch 847/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9474, Loss: 0.0361 Epoch 27 Batch 848/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9379, Loss: 0.0307 Epoch 27 Batch 849/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9393, Loss: 0.0248 Epoch 27 Batch 850/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9393, Loss: 0.0465 Epoch 27 Batch 851/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9297, Loss: 0.0418 Epoch 27 Batch 852/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9336, Loss: 0.0479 Epoch 27 Batch 853/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9336, Loss: 0.0358 Epoch 27 Batch 854/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9311, Loss: 0.0375 Epoch 27 Batch 855/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9297, Loss: 0.0410 Epoch 27 Batch 856/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9290, Loss: 0.0337 Epoch 27 Batch 857/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9418, Loss: 0.0299 Epoch 27 Batch 858/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9411, Loss: 0.0280 Epoch 27 Batch 859/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9361, Loss: 0.0342 Epoch 27 Batch 860/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9247, Loss: 0.0336 Epoch 27 Batch 861/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9297, Loss: 0.0307 Epoch 27 Batch 862/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9300, Loss: 0.0364 Epoch 27 Batch 863/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9251, Loss: 0.0301 Epoch 27 Batch 864/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9325, Loss: 0.0289 Epoch 27 Batch 865/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9329, Loss: 0.0365 Epoch 27 Batch 866/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9229, Loss: 0.0372 Epoch 27 Batch 867/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9276, Loss: 0.0723 Epoch 27 Batch 868/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9332, Loss: 0.0379 Epoch 27 Batch 869/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9332, Loss: 0.0304 Epoch 27 Batch 870/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9379, Loss: 0.0321 Epoch 27 Batch 871/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9428, Loss: 0.0303 Epoch 27 Batch 872/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9450, Loss: 0.0310 Epoch 27 Batch 873/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0324 Epoch 27 Batch 874/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9336, Loss: 0.0356 Epoch 27 Batch 875/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9322, Loss: 0.0327 Epoch 27 Batch 876/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9290, Loss: 0.0256 Epoch 27 Batch 877/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9286, Loss: 0.0313 Epoch 27 Batch 878/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9286, Loss: 0.0284 Epoch 27 Batch 879/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9290, Loss: 0.0252 Epoch 27 Batch 880/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9254, Loss: 0.0396 Epoch 27 Batch 881/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9247, Loss: 0.0312 Epoch 27 Batch 882/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9290, Loss: 0.0293 Epoch 27 Batch 883/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9286, Loss: 0.0428 Epoch 27 Batch 884/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9304, Loss: 0.0340 Epoch 27 Batch 885/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9311, Loss: 0.0242 Epoch 27 Batch 886/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9304, Loss: 0.0309 Epoch 27 Batch 887/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9276, Loss: 0.0338 Epoch 27 Batch 888/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9393, Loss: 0.0330 Epoch 27 Batch 889/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9439, Loss: 0.0346 Epoch 27 Batch 890/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9396, Loss: 0.0339 Epoch 27 Batch 891/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9442, Loss: 0.0289 Epoch 27 Batch 892/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9364, Loss: 0.0338 Epoch 27 Batch 893/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9350, Loss: 0.0313 Epoch 27 Batch 894/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9364, Loss: 0.0264 Epoch 27 Batch 895/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9261, Loss: 0.0265 Epoch 27 Batch 896/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9261, Loss: 0.0317 Epoch 27 Batch 897/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9208, Loss: 0.0277 Epoch 27 Batch 898/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9254, Loss: 0.0302 Epoch 27 Batch 899/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9311, Loss: 0.0366 Epoch 27 Batch 900/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9450, Loss: 0.0393 Epoch 27 Batch 901/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9393, Loss: 0.0479 Epoch 27 Batch 902/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9396, Loss: 0.0378 Epoch 27 Batch 903/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9442, Loss: 0.0290 Epoch 27 Batch 904/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9492, Loss: 0.0325 Epoch 27 Batch 905/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9471, Loss: 0.0254 Epoch 27 Batch 906/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9318, Loss: 0.0311 Epoch 27 Batch 907/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9293, Loss: 0.0367 Epoch 27 Batch 908/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0366 Epoch 27 Batch 909/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9439, Loss: 0.0418 Epoch 27 Batch 910/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9418, Loss: 0.0361 Epoch 27 Batch 911/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9492, Loss: 0.0471 Epoch 27 Batch 912/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9496, Loss: 0.0290 Epoch 27 Batch 913/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9556, Loss: 0.0422 Epoch 27 Batch 914/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9528, Loss: 0.0621 Epoch 27 Batch 915/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9478, Loss: 0.0291 Epoch 27 Batch 916/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9432, Loss: 0.0330 Epoch 27 Batch 917/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9478, Loss: 0.0371 Epoch 27 Batch 918/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9474, Loss: 0.0322 Epoch 27 Batch 919/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9379, Loss: 0.0255 Epoch 27 Batch 920/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9308, Loss: 0.0274 Epoch 27 Batch 921/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9311, Loss: 0.0339 Epoch 27 Batch 922/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9315, Loss: 0.0325 Epoch 27 Batch 923/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9268, Loss: 0.0209 Epoch 27 Batch 924/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9194, Loss: 0.0407 Epoch 27 Batch 925/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9208, Loss: 0.0269 Epoch 27 Batch 926/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9208, Loss: 0.0411 Epoch 27 Batch 927/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0410 Epoch 27 Batch 928/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9258, Loss: 0.0314 Epoch 27 Batch 929/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9244, Loss: 0.0274 Epoch 27 Batch 930/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9290, Loss: 0.0231 Epoch 27 Batch 931/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9315, Loss: 0.0315 Epoch 27 Batch 932/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9261, Loss: 0.0288 Epoch 27 Batch 933/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9261, Loss: 0.0295 Epoch 27 Batch 934/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9297, Loss: 0.0266 Epoch 27 Batch 935/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9258, Loss: 0.0325 Epoch 27 Batch 936/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9283, Loss: 0.0349 Epoch 27 Batch 937/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9290, Loss: 0.0470 Epoch 27 Batch 938/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9357, Loss: 0.0389 Epoch 27 Batch 939/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9357, Loss: 0.0386 Epoch 27 Batch 940/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9425, Loss: 0.0276 Epoch 27 Batch 941/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9375, Loss: 0.0301 Epoch 27 Batch 942/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9439, Loss: 0.0375 Epoch 27 Batch 943/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9432, Loss: 0.0292 Epoch 27 Batch 944/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9347, Loss: 0.0274 Epoch 27 Batch 945/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9347, Loss: 0.0236 Epoch 27 Batch 946/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9347, Loss: 0.0221 Epoch 27 Batch 947/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9343, Loss: 0.0374 Epoch 27 Batch 948/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9315, Loss: 0.0308 Epoch 27 Batch 949/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9219, Loss: 0.0243 Epoch 27 Batch 950/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9219, Loss: 0.0295 Epoch 27 Batch 951/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9268, Loss: 0.0354 Epoch 27 Batch 952/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9325, Loss: 0.0247 Epoch 27 Batch 953/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9439, Loss: 0.0268 Epoch 27 Batch 954/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9439, Loss: 0.0355 Epoch 27 Batch 955/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9421, Loss: 0.0379 Epoch 27 Batch 956/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9379, Loss: 0.0345 Epoch 27 Batch 957/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9379, Loss: 0.0224 Epoch 27 Batch 958/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9364, Loss: 0.0355 Epoch 27 Batch 959/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9258, Loss: 0.0361 Epoch 27 Batch 960/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9208, Loss: 0.0344 Epoch 27 Batch 961/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9158, Loss: 0.0249 Epoch 27 Batch 962/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9201, Loss: 0.0363 Epoch 27 Batch 963/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9268, Loss: 0.0444 Epoch 27 Batch 964/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9368, Loss: 0.0257 Epoch 27 Batch 965/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9350, Loss: 0.0440 Epoch 27 Batch 966/1077 - Train Accuracy: 0.9541, Validation Accuracy: 0.9347, Loss: 0.0270 Epoch 27 Batch 967/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9400, Loss: 0.0395 Epoch 27 Batch 968/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9400, Loss: 0.0411 Epoch 27 Batch 969/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9411, Loss: 0.0416 Epoch 27 Batch 970/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9432, Loss: 0.0303 Epoch 27 Batch 971/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9396, Loss: 0.0379 Epoch 27 Batch 972/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9414, Loss: 0.0366 Epoch 27 Batch 973/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9442, Loss: 0.0250 Epoch 27 Batch 974/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9439, Loss: 0.0282 Epoch 27 Batch 975/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9439, Loss: 0.0283 Epoch 27 Batch 976/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9350, Loss: 0.0273 Epoch 27 Batch 977/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9300, Loss: 0.0264 Epoch 27 Batch 978/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9279, Loss: 0.0306 Epoch 27 Batch 979/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9283, Loss: 0.0325 Epoch 27 Batch 980/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9283, Loss: 0.0327 Epoch 27 Batch 981/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9332, Loss: 0.0410 Epoch 27 Batch 982/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9276, Loss: 0.0367 Epoch 27 Batch 983/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9336, Loss: 0.0296 Epoch 27 Batch 984/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9237, Loss: 0.0363 Epoch 27 Batch 985/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9247, Loss: 0.0271 Epoch 27 Batch 986/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9229, Loss: 0.0305 Epoch 27 Batch 987/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9226, Loss: 0.0273 Epoch 27 Batch 988/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9276, Loss: 0.0367 Epoch 27 Batch 989/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9354, Loss: 0.0354 Epoch 27 Batch 990/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9396, Loss: 0.0401 Epoch 27 Batch 991/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9393, Loss: 0.0333 Epoch 27 Batch 992/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9400, Loss: 0.0356 Epoch 27 Batch 993/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9361, Loss: 0.0214 Epoch 27 Batch 994/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9354, Loss: 0.0286 Epoch 27 Batch 995/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9350, Loss: 0.0306 Epoch 27 Batch 996/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9350, Loss: 0.0324 Epoch 27 Batch 997/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9350, Loss: 0.0374 Epoch 27 Batch 998/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9347, Loss: 0.0271 Epoch 27 Batch 999/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9293, Loss: 0.0393 Epoch 27 Batch 1000/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9254, Loss: 0.0319 Epoch 27 Batch 1001/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9251, Loss: 0.0287 Epoch 27 Batch 1002/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9151, Loss: 0.0244 Epoch 27 Batch 1003/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9158, Loss: 0.0290 Epoch 27 Batch 1004/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9180, Loss: 0.0296 Epoch 27 Batch 1005/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9229, Loss: 0.0326 Epoch 27 Batch 1006/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9226, Loss: 0.0292 Epoch 27 Batch 1007/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9379, Loss: 0.0264 Epoch 27 Batch 1008/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9332, Loss: 0.0330 Epoch 27 Batch 1009/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9272, Loss: 0.0251 Epoch 27 Batch 1010/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9247, Loss: 0.0307 Epoch 27 Batch 1011/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9283, Loss: 0.0316 Epoch 27 Batch 1012/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9283, Loss: 0.0238 Epoch 27 Batch 1013/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9286, Loss: 0.0241 Epoch 27 Batch 1014/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9283, Loss: 0.0265 Epoch 27 Batch 1015/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9279, Loss: 0.0406 Epoch 27 Batch 1016/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9290, Loss: 0.0347 Epoch 27 Batch 1017/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9290, Loss: 0.0275 Epoch 27 Batch 1018/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9371, Loss: 0.0398 Epoch 27 Batch 1019/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9368, Loss: 0.0427 Epoch 27 Batch 1020/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9329, Loss: 0.0272 Epoch 27 Batch 1021/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9382, Loss: 0.0324 Epoch 27 Batch 1022/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9382, Loss: 0.0284 Epoch 27 Batch 1023/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9379, Loss: 0.0297 Epoch 27 Batch 1024/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9290, Loss: 0.0384 Epoch 27 Batch 1025/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9272, Loss: 0.0306 Epoch 27 Batch 1026/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9300, Loss: 0.0358 Epoch 27 Batch 1027/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9364, Loss: 0.0293 Epoch 27 Batch 1028/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9368, Loss: 0.0345 Epoch 27 Batch 1029/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9343, Loss: 0.0253 Epoch 27 Batch 1030/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9393, Loss: 0.0325 Epoch 27 Batch 1031/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9325, Loss: 0.0339 Epoch 27 Batch 1032/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9325, Loss: 0.0372 Epoch 27 Batch 1033/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9268, Loss: 0.0381 Epoch 27 Batch 1034/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9375, Loss: 0.0331 Epoch 27 Batch 1035/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9400, Loss: 0.0230 Epoch 27 Batch 1036/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9379, Loss: 0.0472 Epoch 27 Batch 1037/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9379, Loss: 0.0352 Epoch 27 Batch 1038/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9325, Loss: 0.0411 Epoch 27 Batch 1039/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9251, Loss: 0.0320 Epoch 27 Batch 1040/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9283, Loss: 0.0297 Epoch 27 Batch 1041/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9293, Loss: 0.0387 Epoch 27 Batch 1042/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9293, Loss: 0.0343 Epoch 27 Batch 1043/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9357, Loss: 0.0480 Epoch 27 Batch 1044/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9354, Loss: 0.0361 Epoch 27 Batch 1045/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9311, Loss: 0.0342 Epoch 27 Batch 1046/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9400, Loss: 0.0253 Epoch 27 Batch 1047/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9400, Loss: 0.0287 Epoch 27 Batch 1048/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9389, Loss: 0.0345 Epoch 27 Batch 1049/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9411, Loss: 0.0338 Epoch 27 Batch 1050/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9361, Loss: 0.0271 Epoch 27 Batch 1051/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9354, Loss: 0.0409 Epoch 27 Batch 1052/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9343, Loss: 0.0276 Epoch 27 Batch 1053/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9343, Loss: 0.0390 Epoch 27 Batch 1054/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9304, Loss: 0.0303 Epoch 27 Batch 1055/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9357, Loss: 0.0389 Epoch 27 Batch 1056/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9368, Loss: 0.0251 Epoch 27 Batch 1057/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9400, Loss: 0.0322 Epoch 27 Batch 1058/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9400, Loss: 0.0386 Epoch 27 Batch 1059/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9382, Loss: 0.0410 Epoch 27 Batch 1060/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9357, Loss: 0.0260 Epoch 27 Batch 1061/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9400, Loss: 0.0485 Epoch 27 Batch 1062/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9375, Loss: 0.0396 Epoch 27 Batch 1063/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9368, Loss: 0.0370 Epoch 27 Batch 1064/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9411, Loss: 0.0360 Epoch 27 Batch 1065/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9432, Loss: 0.0374 Epoch 27 Batch 1066/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9368, Loss: 0.0287 Epoch 27 Batch 1067/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9382, Loss: 0.0418 Epoch 27 Batch 1068/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9329, Loss: 0.0269 Epoch 27 Batch 1069/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9393, Loss: 0.0258 Epoch 27 Batch 1070/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9400, Loss: 0.0302 Epoch 27 Batch 1071/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9403, Loss: 0.0295 Epoch 27 Batch 1072/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9393, Loss: 0.0314 Epoch 27 Batch 1073/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9354, Loss: 0.0340 Epoch 27 Batch 1074/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9350, Loss: 0.0466 Epoch 27 Batch 1075/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9457, Loss: 0.0402 Epoch 28 Batch 1/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9368, Loss: 0.0246 Epoch 28 Batch 2/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9347, Loss: 0.0309 Epoch 28 Batch 3/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9364, Loss: 0.0397 Epoch 28 Batch 4/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9364, Loss: 0.0297 Epoch 28 Batch 5/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9411, Loss: 0.0428 Epoch 28 Batch 6/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9300, Loss: 0.0300 Epoch 28 Batch 7/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9261, Loss: 0.0316 Epoch 28 Batch 8/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9322, Loss: 0.0301 Epoch 28 Batch 9/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9361, Loss: 0.0343 Epoch 28 Batch 10/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9421, Loss: 0.0381 Epoch 28 Batch 11/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9446, Loss: 0.0364 Epoch 28 Batch 12/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9414, Loss: 0.0277 Epoch 28 Batch 13/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9293, Loss: 0.0454 Epoch 28 Batch 14/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9354, Loss: 0.0312 Epoch 28 Batch 15/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9386, Loss: 0.0275 Epoch 28 Batch 16/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9368, Loss: 0.0295 Epoch 28 Batch 17/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9379, Loss: 0.0359 Epoch 28 Batch 18/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9350, Loss: 0.0305 Epoch 28 Batch 19/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9350, Loss: 0.0281 Epoch 28 Batch 20/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9386, Loss: 0.0305 Epoch 28 Batch 21/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9357, Loss: 0.0377 Epoch 28 Batch 22/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9283, Loss: 0.0372 Epoch 28 Batch 23/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9240, Loss: 0.0276 Epoch 28 Batch 24/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9290, Loss: 0.0379 Epoch 28 Batch 25/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9237, Loss: 0.0216 Epoch 28 Batch 26/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9258, Loss: 0.0397 Epoch 28 Batch 27/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9336, Loss: 0.0239 Epoch 28 Batch 28/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9386, Loss: 0.0326 Epoch 28 Batch 29/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9329, Loss: 0.0338 Epoch 28 Batch 30/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9368, Loss: 0.0306 Epoch 28 Batch 31/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9414, Loss: 0.0293 Epoch 28 Batch 32/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9304, Loss: 0.0283 Epoch 28 Batch 33/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9354, Loss: 0.0326 Epoch 28 Batch 34/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9354, Loss: 0.0335 Epoch 28 Batch 35/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9396, Loss: 0.0377 Epoch 28 Batch 36/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9347, Loss: 0.0284 Epoch 28 Batch 37/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9279, Loss: 0.0314 Epoch 28 Batch 38/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9329, Loss: 0.0397 Epoch 28 Batch 39/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9450, Loss: 0.0470 Epoch 28 Batch 40/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9357, Loss: 0.0262 Epoch 28 Batch 41/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9357, Loss: 0.0268 Epoch 28 Batch 42/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9315, Loss: 0.0410 Epoch 28 Batch 43/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9322, Loss: 0.0217 Epoch 28 Batch 44/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9268, Loss: 0.0261 Epoch 28 Batch 45/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9251, Loss: 0.0343 Epoch 28 Batch 46/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9311, Loss: 0.0433 Epoch 28 Batch 47/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9322, Loss: 0.0334 Epoch 28 Batch 48/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9240, Loss: 0.0510 Epoch 28 Batch 49/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9272, Loss: 0.0408 Epoch 28 Batch 50/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9386, Loss: 0.0310 Epoch 28 Batch 51/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9332, Loss: 0.0337 Epoch 28 Batch 52/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9261, Loss: 0.0446 Epoch 28 Batch 53/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9222, Loss: 0.0322 Epoch 28 Batch 54/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9194, Loss: 0.0573 Epoch 28 Batch 55/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9190, Loss: 0.0304 Epoch 28 Batch 56/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9229, Loss: 0.0252 Epoch 28 Batch 57/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.9233, Loss: 0.0356 Epoch 28 Batch 58/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9325, Loss: 0.0332 Epoch 28 Batch 59/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9357, Loss: 0.0359 Epoch 28 Batch 60/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9318, Loss: 0.0249 Epoch 28 Batch 61/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9297, Loss: 0.0327 Epoch 28 Batch 62/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9297, Loss: 0.0394 Epoch 28 Batch 63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9279, Loss: 0.0276 Epoch 28 Batch 64/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9233, Loss: 0.0294 Epoch 28 Batch 65/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9237, Loss: 0.0331 Epoch 28 Batch 66/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9187, Loss: 0.0222 Epoch 28 Batch 67/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9134, Loss: 0.0312 Epoch 28 Batch 68/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9190, Loss: 0.0440 Epoch 28 Batch 69/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9290, Loss: 0.0488 Epoch 28 Batch 70/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9343, Loss: 0.0443 Epoch 28 Batch 71/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9336, Loss: 0.0210 Epoch 28 Batch 72/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9336, Loss: 0.0323 Epoch 28 Batch 73/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9290, Loss: 0.0343 Epoch 28 Batch 74/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9304, Loss: 0.0277 Epoch 28 Batch 75/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9411, Loss: 0.0456 Epoch 28 Batch 76/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9407, Loss: 0.0204 Epoch 28 Batch 77/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9411, Loss: 0.0353 Epoch 28 Batch 78/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9428, Loss: 0.0349 Epoch 28 Batch 79/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9389, Loss: 0.0314 Epoch 28 Batch 80/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9400, Loss: 0.0275 Epoch 28 Batch 81/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9403, Loss: 0.0263 Epoch 28 Batch 82/1077 - Train Accuracy: 0.9407, Validation Accuracy: 0.9407, Loss: 0.0313 Epoch 28 Batch 83/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9403, Loss: 0.0277 Epoch 28 Batch 84/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9336, Loss: 0.0317 Epoch 28 Batch 85/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9411, Loss: 0.0341 Epoch 28 Batch 86/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9364, Loss: 0.0297 Epoch 28 Batch 87/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9414, Loss: 0.0428 Epoch 28 Batch 88/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9361, Loss: 0.0357 Epoch 28 Batch 89/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9339, Loss: 0.0362 Epoch 28 Batch 90/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9272, Loss: 0.0268 Epoch 28 Batch 91/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9318, Loss: 0.0283 Epoch 28 Batch 92/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9265, Loss: 0.0331 Epoch 28 Batch 93/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9219, Loss: 0.0325 Epoch 28 Batch 94/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9222, Loss: 0.0265 Epoch 28 Batch 95/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9226, Loss: 0.0331 Epoch 28 Batch 96/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9222, Loss: 0.0332 Epoch 28 Batch 97/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9205, Loss: 0.0318 Epoch 28 Batch 98/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9251, Loss: 0.0384 Epoch 28 Batch 99/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9308, Loss: 0.0265 Epoch 28 Batch 100/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9233, Loss: 0.0333 Epoch 28 Batch 101/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9187, Loss: 0.0279 Epoch 28 Batch 102/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9272, Loss: 0.0283 Epoch 28 Batch 103/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9361, Loss: 0.0447 Epoch 28 Batch 104/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9311, Loss: 0.0348 Epoch 28 Batch 105/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9304, Loss: 0.0290 Epoch 28 Batch 106/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9226, Loss: 0.0342 Epoch 28 Batch 107/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9251, Loss: 0.0356 Epoch 28 Batch 108/1077 - Train Accuracy: 0.9212, Validation Accuracy: 0.9237, Loss: 0.0375 Epoch 28 Batch 109/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9240, Loss: 0.0339 Epoch 28 Batch 110/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9286, Loss: 0.0241 Epoch 28 Batch 111/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9318, Loss: 0.0288 Epoch 28 Batch 112/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9293, Loss: 0.0240 Epoch 28 Batch 113/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0395 Epoch 28 Batch 114/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9272, Loss: 0.0249 Epoch 28 Batch 115/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9318, Loss: 0.0403 Epoch 28 Batch 116/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9371, Loss: 0.0514 Epoch 28 Batch 117/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9311, Loss: 0.0309 Epoch 28 Batch 118/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9418, Loss: 0.0302 Epoch 28 Batch 119/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9375, Loss: 0.0230 Epoch 28 Batch 120/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9375, Loss: 0.0369 Epoch 28 Batch 121/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9375, Loss: 0.0328 Epoch 28 Batch 122/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9329, Loss: 0.0270 Epoch 28 Batch 123/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9286, Loss: 0.0251 Epoch 28 Batch 124/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9432, Loss: 0.0377 Epoch 28 Batch 125/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9528, Loss: 0.0444 Epoch 28 Batch 126/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9478, Loss: 0.0308 Epoch 28 Batch 127/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9354, Loss: 0.0302 Epoch 28 Batch 128/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9304, Loss: 0.0290 Epoch 28 Batch 129/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9350, Loss: 0.0384 Epoch 28 Batch 130/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9396, Loss: 0.0299 Epoch 28 Batch 131/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9396, Loss: 0.0342 Epoch 28 Batch 132/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9322, Loss: 0.0294 Epoch 28 Batch 133/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9279, Loss: 0.0238 Epoch 28 Batch 134/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9290, Loss: 0.0326 Epoch 28 Batch 135/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9265, Loss: 0.0354 Epoch 28 Batch 136/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9261, Loss: 0.0266 Epoch 28 Batch 137/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9261, Loss: 0.0310 Epoch 28 Batch 138/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9386, Loss: 0.0339 Epoch 28 Batch 139/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9361, Loss: 0.0329 Epoch 28 Batch 140/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9308, Loss: 0.0296 Epoch 28 Batch 141/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9325, Loss: 0.0328 Epoch 28 Batch 142/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9371, Loss: 0.0292 Epoch 28 Batch 143/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9322, Loss: 0.0313 Epoch 28 Batch 144/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9244, Loss: 0.0446 Epoch 28 Batch 145/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9194, Loss: 0.0324 Epoch 28 Batch 146/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9297, Loss: 0.0650 Epoch 28 Batch 147/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9343, Loss: 0.0298 Epoch 28 Batch 148/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9347, Loss: 0.0328 Epoch 28 Batch 149/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9304, Loss: 0.0288 Epoch 28 Batch 150/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9304, Loss: 0.0357 Epoch 28 Batch 151/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9322, Loss: 0.0256 Epoch 28 Batch 152/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9329, Loss: 0.0386 Epoch 28 Batch 153/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9371, Loss: 0.0463 Epoch 28 Batch 154/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9396, Loss: 0.0302 Epoch 28 Batch 155/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9396, Loss: 0.0284 Epoch 28 Batch 156/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9339, Loss: 0.0267 Epoch 28 Batch 157/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9286, Loss: 0.0302 Epoch 28 Batch 158/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9240, Loss: 0.0365 Epoch 28 Batch 159/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9279, Loss: 0.0296 Epoch 28 Batch 160/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9354, Loss: 0.0282 Epoch 28 Batch 161/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9428, Loss: 0.0241 Epoch 28 Batch 162/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9403, Loss: 0.0389 Epoch 28 Batch 163/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9357, Loss: 0.0479 Epoch 28 Batch 164/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9379, Loss: 0.0295 Epoch 28 Batch 165/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9375, Loss: 0.0473 Epoch 28 Batch 166/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9375, Loss: 0.0341 Epoch 28 Batch 167/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9279, Loss: 0.0286 Epoch 28 Batch 168/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9222, Loss: 0.0403 Epoch 28 Batch 169/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9151, Loss: 0.0327 Epoch 28 Batch 170/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9144, Loss: 0.0363 Epoch 28 Batch 171/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9268, Loss: 0.0295 Epoch 28 Batch 172/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9237, Loss: 0.0266 Epoch 28 Batch 173/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9130, Loss: 0.0308 Epoch 28 Batch 174/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9116, Loss: 0.0262 Epoch 28 Batch 175/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9066, Loss: 0.0374 Epoch 28 Batch 176/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9130, Loss: 0.0343 Epoch 28 Batch 177/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9130, Loss: 0.0400 Epoch 28 Batch 178/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9393, Loss: 0.0305 Epoch 28 Batch 179/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9343, Loss: 0.0324 Epoch 28 Batch 180/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9347, Loss: 0.0271 Epoch 28 Batch 181/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9332, Loss: 0.0356 Epoch 28 Batch 182/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9332, Loss: 0.0367 Epoch 28 Batch 183/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9332, Loss: 0.0357 Epoch 28 Batch 184/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9375, Loss: 0.0313 Epoch 28 Batch 185/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9492, Loss: 0.0328 Epoch 28 Batch 186/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9375, Loss: 0.0330 Epoch 28 Batch 187/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9347, Loss: 0.0251 Epoch 28 Batch 188/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9332, Loss: 0.0374 Epoch 28 Batch 189/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9325, Loss: 0.0270 Epoch 28 Batch 190/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9350, Loss: 0.0266 Epoch 28 Batch 191/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9350, Loss: 0.0240 Epoch 28 Batch 192/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9304, Loss: 0.0372 Epoch 28 Batch 193/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9311, Loss: 0.0266 Epoch 28 Batch 194/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9311, Loss: 0.0233 Epoch 28 Batch 195/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9371, Loss: 0.0271 Epoch 28 Batch 196/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9467, Loss: 0.0254 Epoch 28 Batch 197/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9464, Loss: 0.0340 Epoch 28 Batch 198/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9513, Loss: 0.0283 Epoch 28 Batch 199/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9513, Loss: 0.0285 Epoch 28 Batch 200/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9467, Loss: 0.0332 Epoch 28 Batch 201/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9517, Loss: 0.0262 Epoch 28 Batch 202/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9467, Loss: 0.0264 Epoch 28 Batch 203/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9368, Loss: 0.0334 Epoch 28 Batch 204/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9279, Loss: 0.0540 Epoch 28 Batch 205/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9318, Loss: 0.0401 Epoch 28 Batch 206/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9315, Loss: 0.0231 Epoch 28 Batch 207/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9297, Loss: 0.0308 Epoch 28 Batch 208/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9322, Loss: 0.0339 Epoch 28 Batch 209/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9237, Loss: 0.0258 Epoch 28 Batch 210/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9300, Loss: 0.0357 Epoch 28 Batch 211/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9297, Loss: 0.0301 Epoch 28 Batch 212/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9354, Loss: 0.0259 Epoch 28 Batch 213/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9304, Loss: 0.0270 Epoch 28 Batch 214/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9375, Loss: 0.0273 Epoch 28 Batch 215/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9371, Loss: 0.0399 Epoch 28 Batch 216/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9411, Loss: 0.0288 Epoch 28 Batch 217/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9308, Loss: 0.0258 Epoch 28 Batch 218/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9311, Loss: 0.0352 Epoch 28 Batch 219/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9279, Loss: 0.0235 Epoch 28 Batch 220/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9222, Loss: 0.0376 Epoch 28 Batch 221/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9283, Loss: 0.0317 Epoch 28 Batch 222/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9364, Loss: 0.0301 Epoch 28 Batch 223/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9237, Loss: 0.0362 Epoch 28 Batch 224/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9290, Loss: 0.0322 Epoch 28 Batch 225/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9247, Loss: 0.0424 Epoch 28 Batch 226/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9244, Loss: 0.0323 Epoch 28 Batch 227/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9237, Loss: 0.0398 Epoch 28 Batch 228/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9237, Loss: 0.0258 Epoch 28 Batch 229/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9283, Loss: 0.0295 Epoch 28 Batch 230/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9318, Loss: 0.0298 Epoch 28 Batch 231/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9457, Loss: 0.0376 Epoch 28 Batch 232/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9457, Loss: 0.0298 Epoch 28 Batch 233/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9407, Loss: 0.0376 Epoch 28 Batch 234/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9286, Loss: 0.0339 Epoch 28 Batch 235/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9286, Loss: 0.0352 Epoch 28 Batch 236/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9332, Loss: 0.0299 Epoch 28 Batch 237/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9343, Loss: 0.0255 Epoch 28 Batch 238/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9300, Loss: 0.0310 Epoch 28 Batch 239/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9350, Loss: 0.0241 Epoch 28 Batch 240/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9357, Loss: 0.0253 Epoch 28 Batch 241/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9368, Loss: 0.0217 Epoch 28 Batch 242/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9318, Loss: 0.0268 Epoch 28 Batch 243/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9300, Loss: 0.0421 Epoch 28 Batch 244/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9329, Loss: 0.0309 Epoch 28 Batch 245/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9364, Loss: 0.0298 Epoch 28 Batch 246/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9386, Loss: 0.0343 Epoch 28 Batch 247/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9315, Loss: 0.0319 Epoch 28 Batch 248/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9371, Loss: 0.0303 Epoch 28 Batch 249/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9318, Loss: 0.0267 Epoch 28 Batch 250/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9322, Loss: 0.0335 Epoch 28 Batch 251/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9371, Loss: 0.0379 Epoch 28 Batch 252/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9368, Loss: 0.0402 Epoch 28 Batch 253/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9318, Loss: 0.0322 Epoch 28 Batch 254/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9258, Loss: 0.0351 Epoch 28 Batch 255/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9201, Loss: 0.0289 Epoch 28 Batch 256/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9300, Loss: 0.0554 Epoch 28 Batch 257/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9354, Loss: 0.0385 Epoch 28 Batch 258/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9400, Loss: 0.0286 Epoch 28 Batch 259/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9471, Loss: 0.0277 Epoch 28 Batch 260/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9379, Loss: 0.0280 Epoch 28 Batch 261/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9286, Loss: 0.0345 Epoch 28 Batch 262/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9435, Loss: 0.0290 Epoch 28 Batch 263/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9460, Loss: 0.0263 Epoch 28 Batch 264/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9460, Loss: 0.0292 Epoch 28 Batch 265/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9414, Loss: 0.0352 Epoch 28 Batch 266/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9332, Loss: 0.0321 Epoch 28 Batch 267/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9396, Loss: 0.0318 Epoch 28 Batch 268/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9453, Loss: 0.0432 Epoch 28 Batch 269/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9403, Loss: 0.0419 Epoch 28 Batch 270/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9332, Loss: 0.0406 Epoch 28 Batch 271/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9222, Loss: 0.0282 Epoch 28 Batch 272/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9318, Loss: 0.0562 Epoch 28 Batch 273/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9318, Loss: 0.0303 Epoch 28 Batch 274/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9308, Loss: 0.0362 Epoch 28 Batch 275/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9279, Loss: 0.0306 Epoch 28 Batch 276/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9233, Loss: 0.0508 Epoch 28 Batch 277/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9229, Loss: 0.0248 Epoch 28 Batch 278/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9219, Loss: 0.0426 Epoch 28 Batch 279/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9265, Loss: 0.0368 Epoch 28 Batch 280/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9293, Loss: 0.0350 Epoch 28 Batch 281/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9339, Loss: 0.0424 Epoch 28 Batch 282/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9364, Loss: 0.0392 Epoch 28 Batch 283/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9357, Loss: 0.0332 Epoch 28 Batch 284/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9339, Loss: 0.0346 Epoch 28 Batch 285/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9293, Loss: 0.0369 Epoch 28 Batch 286/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9265, Loss: 0.0302 Epoch 28 Batch 287/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9315, Loss: 0.0331 Epoch 28 Batch 288/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9315, Loss: 0.0383 Epoch 28 Batch 289/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9315, Loss: 0.0325 Epoch 28 Batch 290/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9304, Loss: 0.0500 Epoch 28 Batch 291/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9240, Loss: 0.0449 Epoch 28 Batch 292/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9219, Loss: 0.0304 Epoch 28 Batch 293/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9219, Loss: 0.0306 Epoch 28 Batch 294/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9251, Loss: 0.0311 Epoch 28 Batch 295/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9272, Loss: 0.0392 Epoch 28 Batch 296/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9247, Loss: 0.0308 Epoch 28 Batch 297/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9329, Loss: 0.0334 Epoch 28 Batch 298/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9329, Loss: 0.0393 Epoch 28 Batch 299/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9325, Loss: 0.0373 Epoch 28 Batch 300/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9325, Loss: 0.0261 Epoch 28 Batch 301/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9375, Loss: 0.0264 Epoch 28 Batch 302/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9357, Loss: 0.0308 Epoch 28 Batch 303/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9350, Loss: 0.0363 Epoch 28 Batch 304/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9354, Loss: 0.0337 Epoch 28 Batch 305/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9375, Loss: 0.0338 Epoch 28 Batch 306/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9393, Loss: 0.0422 Epoch 28 Batch 307/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9435, Loss: 0.0312 Epoch 28 Batch 308/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9471, Loss: 0.0335 Epoch 28 Batch 309/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9517, Loss: 0.0250 Epoch 28 Batch 310/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9482, Loss: 0.0282 Epoch 28 Batch 311/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9432, Loss: 0.0253 Epoch 28 Batch 312/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9432, Loss: 0.0379 Epoch 28 Batch 313/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9432, Loss: 0.0244 Epoch 28 Batch 314/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9379, Loss: 0.0400 Epoch 28 Batch 315/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9343, Loss: 0.0259 Epoch 28 Batch 316/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9332, Loss: 0.0358 Epoch 28 Batch 317/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9332, Loss: 0.0327 Epoch 28 Batch 318/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9332, Loss: 0.0253 Epoch 28 Batch 319/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9332, Loss: 0.0402 Epoch 28 Batch 320/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9357, Loss: 0.0514 Epoch 28 Batch 321/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9343, Loss: 0.0255 Epoch 28 Batch 322/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9357, Loss: 0.0321 Epoch 28 Batch 323/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9276, Loss: 0.0312 Epoch 28 Batch 324/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9297, Loss: 0.0367 Epoch 28 Batch 325/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9268, Loss: 0.0298 Epoch 28 Batch 326/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9268, Loss: 0.0300 Epoch 28 Batch 327/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9226, Loss: 0.0404 Epoch 28 Batch 328/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9180, Loss: 0.0382 Epoch 28 Batch 329/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9279, Loss: 0.0335 Epoch 28 Batch 330/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9311, Loss: 0.0301 Epoch 28 Batch 331/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9261, Loss: 0.0328 Epoch 28 Batch 332/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9272, Loss: 0.0229 Epoch 28 Batch 333/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9396, Loss: 0.0291 Epoch 28 Batch 334/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9318, Loss: 0.0294 Epoch 28 Batch 335/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9379, Loss: 0.0301 Epoch 28 Batch 336/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9396, Loss: 0.0680 Epoch 28 Batch 337/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9389, Loss: 0.0353 Epoch 28 Batch 338/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9386, Loss: 0.0445 Epoch 28 Batch 339/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9286, Loss: 0.0292 Epoch 28 Batch 340/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9300, Loss: 0.0308 Epoch 28 Batch 341/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9350, Loss: 0.0398 Epoch 28 Batch 342/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9297, Loss: 0.0270 Epoch 28 Batch 343/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9343, Loss: 0.0396 Epoch 28 Batch 344/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9375, Loss: 0.0367 Epoch 28 Batch 345/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9379, Loss: 0.0284 Epoch 28 Batch 346/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9432, Loss: 0.0337 Epoch 28 Batch 347/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9279, Loss: 0.0282 Epoch 28 Batch 348/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9304, Loss: 0.0329 Epoch 28 Batch 349/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9300, Loss: 0.0321 Epoch 28 Batch 350/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9205, Loss: 0.0287 Epoch 28 Batch 351/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9286, Loss: 0.0324 Epoch 28 Batch 352/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9247, Loss: 0.0239 Epoch 28 Batch 353/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9247, Loss: 0.0364 Epoch 28 Batch 354/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9332, Loss: 0.0389 Epoch 28 Batch 355/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9304, Loss: 0.0306 Epoch 28 Batch 356/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9251, Loss: 0.0342 Epoch 28 Batch 357/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9304, Loss: 0.0327 Epoch 28 Batch 358/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9325, Loss: 0.0384 Epoch 28 Batch 359/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9272, Loss: 0.0300 Epoch 28 Batch 360/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9272, Loss: 0.0240 Epoch 28 Batch 361/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9268, Loss: 0.0250 Epoch 28 Batch 362/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9222, Loss: 0.0451 Epoch 28 Batch 363/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9315, Loss: 0.0338 Epoch 28 Batch 364/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9407, Loss: 0.0433 Epoch 28 Batch 365/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9361, Loss: 0.0254 Epoch 28 Batch 366/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9261, Loss: 0.0297 Epoch 28 Batch 367/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9265, Loss: 0.0225 Epoch 28 Batch 368/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9261, Loss: 0.0325 Epoch 28 Batch 369/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9237, Loss: 0.0330 Epoch 28 Batch 370/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9339, Loss: 0.0310 Epoch 28 Batch 371/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9297, Loss: 0.0239 Epoch 28 Batch 372/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9318, Loss: 0.0239 Epoch 28 Batch 373/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9300, Loss: 0.0233 Epoch 28 Batch 374/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9354, Loss: 0.0355 Epoch 28 Batch 375/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9336, Loss: 0.0303 Epoch 28 Batch 376/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9233, Loss: 0.0369 Epoch 28 Batch 377/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9190, Loss: 0.0301 Epoch 28 Batch 378/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9190, Loss: 0.0235 Epoch 28 Batch 379/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9187, Loss: 0.0389 Epoch 28 Batch 380/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9183, Loss: 0.0298 Epoch 28 Batch 381/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9183, Loss: 0.0437 Epoch 28 Batch 382/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9237, Loss: 0.0446 Epoch 28 Batch 383/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9190, Loss: 0.0368 Epoch 28 Batch 384/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9180, Loss: 0.0248 Epoch 28 Batch 385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9247, Loss: 0.0262 Epoch 28 Batch 386/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9205, Loss: 0.0281 Epoch 28 Batch 387/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9219, Loss: 0.0313 Epoch 28 Batch 388/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9222, Loss: 0.0483 Epoch 28 Batch 389/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9279, Loss: 0.0387 Epoch 28 Batch 390/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9229, Loss: 0.0456 Epoch 28 Batch 391/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9308, Loss: 0.0372 Epoch 28 Batch 392/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9308, Loss: 0.0420 Epoch 28 Batch 393/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9237, Loss: 0.0312 Epoch 28 Batch 394/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9407, Loss: 0.0355 Epoch 28 Batch 395/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9450, Loss: 0.0282 Epoch 28 Batch 396/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9442, Loss: 0.0370 Epoch 28 Batch 397/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9258, Loss: 0.0322 Epoch 28 Batch 398/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9226, Loss: 0.0323 Epoch 28 Batch 399/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9286, Loss: 0.0314 Epoch 28 Batch 400/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9268, Loss: 0.0333 Epoch 28 Batch 401/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9272, Loss: 0.0284 Epoch 28 Batch 402/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9368, Loss: 0.0267 Epoch 28 Batch 403/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9428, Loss: 0.0459 Epoch 28 Batch 404/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9336, Loss: 0.0379 Epoch 28 Batch 405/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9332, Loss: 0.0388 Epoch 28 Batch 406/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9386, Loss: 0.0288 Epoch 28 Batch 407/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9339, Loss: 0.0390 Epoch 28 Batch 408/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9400, Loss: 0.0341 Epoch 28 Batch 409/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9308, Loss: 0.0343 Epoch 28 Batch 410/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9308, Loss: 0.0435 Epoch 28 Batch 411/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9322, Loss: 0.0341 Epoch 28 Batch 412/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9357, Loss: 0.0298 Epoch 28 Batch 413/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9357, Loss: 0.0306 Epoch 28 Batch 414/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9339, Loss: 0.0328 Epoch 28 Batch 415/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9379, Loss: 0.0376 Epoch 28 Batch 416/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9382, Loss: 0.0297 Epoch 28 Batch 417/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9382, Loss: 0.0466 Epoch 28 Batch 418/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9371, Loss: 0.0265 Epoch 28 Batch 419/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9379, Loss: 0.0258 Epoch 28 Batch 420/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9379, Loss: 0.0271 Epoch 28 Batch 421/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9379, Loss: 0.0521 Epoch 28 Batch 422/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9432, Loss: 0.0294 Epoch 28 Batch 423/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9379, Loss: 0.0330 Epoch 28 Batch 424/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9375, Loss: 0.0303 Epoch 28 Batch 425/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9315, Loss: 0.0288 Epoch 28 Batch 426/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9315, Loss: 0.0400 Epoch 28 Batch 427/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9244, Loss: 0.0309 Epoch 28 Batch 428/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9244, Loss: 0.0295 Epoch 28 Batch 429/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9187, Loss: 0.0311 Epoch 28 Batch 430/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9180, Loss: 0.0291 Epoch 28 Batch 431/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9240, Loss: 0.0284 Epoch 28 Batch 432/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9205, Loss: 0.0314 Epoch 28 Batch 433/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9208, Loss: 0.0344 Epoch 28 Batch 434/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9233, Loss: 0.0357 Epoch 28 Batch 435/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9237, Loss: 0.0423 Epoch 28 Batch 436/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9173, Loss: 0.0387 Epoch 28 Batch 437/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9219, Loss: 0.0264 Epoch 28 Batch 438/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9173, Loss: 0.0348 Epoch 28 Batch 439/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9205, Loss: 0.0351 Epoch 28 Batch 440/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9144, Loss: 0.0394 Epoch 28 Batch 441/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9151, Loss: 0.0304 Epoch 28 Batch 442/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9148, Loss: 0.0395 Epoch 28 Batch 443/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9194, Loss: 0.0323 Epoch 28 Batch 444/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9240, Loss: 0.0366 Epoch 28 Batch 445/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9276, Loss: 0.0386 Epoch 28 Batch 446/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9265, Loss: 0.0293 Epoch 28 Batch 447/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9190, Loss: 0.0318 Epoch 28 Batch 448/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9244, Loss: 0.0420 Epoch 28 Batch 449/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9286, Loss: 0.0425 Epoch 28 Batch 450/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9258, Loss: 0.0333 Epoch 28 Batch 451/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9332, Loss: 0.0301 Epoch 28 Batch 452/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9276, Loss: 0.0309 Epoch 28 Batch 453/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9315, Loss: 0.0327 Epoch 28 Batch 454/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9311, Loss: 0.0394 Epoch 28 Batch 455/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9329, Loss: 0.0304 Epoch 28 Batch 456/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9329, Loss: 0.0363 Epoch 28 Batch 457/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9308, Loss: 0.0289 Epoch 28 Batch 458/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9304, Loss: 0.0377 Epoch 28 Batch 459/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9222, Loss: 0.0328 Epoch 28 Batch 460/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9226, Loss: 0.0376 Epoch 28 Batch 461/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9205, Loss: 0.0285 Epoch 28 Batch 462/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9233, Loss: 0.0310 Epoch 28 Batch 463/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9311, Loss: 0.0278 Epoch 28 Batch 464/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9229, Loss: 0.0331 Epoch 28 Batch 465/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9254, Loss: 0.0462 Epoch 28 Batch 466/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9258, Loss: 0.0298 Epoch 28 Batch 467/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9254, Loss: 0.0335 Epoch 28 Batch 468/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9254, Loss: 0.0325 Epoch 28 Batch 469/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9290, Loss: 0.0263 Epoch 28 Batch 470/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9300, Loss: 0.0321 Epoch 28 Batch 471/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9300, Loss: 0.0231 Epoch 28 Batch 472/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9308, Loss: 0.0284 Epoch 28 Batch 473/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9329, Loss: 0.0338 Epoch 28 Batch 474/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9329, Loss: 0.0297 Epoch 28 Batch 475/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9375, Loss: 0.0325 Epoch 28 Batch 476/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9375, Loss: 0.0260 Epoch 28 Batch 477/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9332, Loss: 0.0342 Epoch 28 Batch 478/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9332, Loss: 0.0334 Epoch 28 Batch 479/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9379, Loss: 0.0367 Epoch 28 Batch 480/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9379, Loss: 0.0314 Epoch 28 Batch 481/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9226, Loss: 0.0300 Epoch 28 Batch 482/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9265, Loss: 0.0328 Epoch 28 Batch 483/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9265, Loss: 0.0418 Epoch 28 Batch 484/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9339, Loss: 0.0376 Epoch 28 Batch 485/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9336, Loss: 0.0333 Epoch 28 Batch 486/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9336, Loss: 0.0255 Epoch 28 Batch 487/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9329, Loss: 0.0261 Epoch 28 Batch 488/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9279, Loss: 0.0250 Epoch 28 Batch 489/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9283, Loss: 0.0275 Epoch 28 Batch 490/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9286, Loss: 0.0372 Epoch 28 Batch 491/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9261, Loss: 0.0371 Epoch 28 Batch 492/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9240, Loss: 0.0371 Epoch 28 Batch 493/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9283, Loss: 0.0215 Epoch 28 Batch 494/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9205, Loss: 0.0251 Epoch 28 Batch 495/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9279, Loss: 0.0270 Epoch 28 Batch 496/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9279, Loss: 0.0327 Epoch 28 Batch 497/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9414, Loss: 0.0326 Epoch 28 Batch 498/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9371, Loss: 0.0340 Epoch 28 Batch 499/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9368, Loss: 0.0276 Epoch 28 Batch 500/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9371, Loss: 0.0262 Epoch 28 Batch 501/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9318, Loss: 0.0261 Epoch 28 Batch 502/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9382, Loss: 0.0362 Epoch 28 Batch 503/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9379, Loss: 0.0261 Epoch 28 Batch 504/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9329, Loss: 0.0280 Epoch 28 Batch 505/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9279, Loss: 0.0228 Epoch 28 Batch 506/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9276, Loss: 0.0349 Epoch 28 Batch 507/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9297, Loss: 0.0340 Epoch 28 Batch 508/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9386, Loss: 0.0288 Epoch 28 Batch 509/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9382, Loss: 0.0418 Epoch 28 Batch 510/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9386, Loss: 0.0302 Epoch 28 Batch 511/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9308, Loss: 0.0321 Epoch 28 Batch 512/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9400, Loss: 0.0273 Epoch 28 Batch 513/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9375, Loss: 0.0386 Epoch 28 Batch 514/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9318, Loss: 0.0295 Epoch 28 Batch 515/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9318, Loss: 0.0312 Epoch 28 Batch 516/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9318, Loss: 0.0312 Epoch 28 Batch 517/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9293, Loss: 0.0338 Epoch 28 Batch 518/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9297, Loss: 0.0326 Epoch 28 Batch 519/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9197, Loss: 0.0343 Epoch 28 Batch 520/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9272, Loss: 0.0268 Epoch 28 Batch 521/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9332, Loss: 0.0335 Epoch 28 Batch 522/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9283, Loss: 0.0412 Epoch 28 Batch 523/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9194, Loss: 0.0361 Epoch 28 Batch 524/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9311, Loss: 0.0357 Epoch 28 Batch 525/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9311, Loss: 0.0276 Epoch 28 Batch 526/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9268, Loss: 0.0252 Epoch 28 Batch 527/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9261, Loss: 0.0317 Epoch 28 Batch 528/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9258, Loss: 0.0298 Epoch 28 Batch 529/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9304, Loss: 0.0298 Epoch 28 Batch 530/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9343, Loss: 0.0322 Epoch 28 Batch 531/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9421, Loss: 0.0315 Epoch 28 Batch 532/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9414, Loss: 0.0415 Epoch 28 Batch 533/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9368, Loss: 0.0267 Epoch 28 Batch 534/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9418, Loss: 0.0367 Epoch 28 Batch 535/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9464, Loss: 0.0300 Epoch 28 Batch 536/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9464, Loss: 0.0306 Epoch 28 Batch 537/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9464, Loss: 0.0336 Epoch 28 Batch 538/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9414, Loss: 0.0258 Epoch 28 Batch 539/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9407, Loss: 0.0406 Epoch 28 Batch 540/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9428, Loss: 0.0245 Epoch 28 Batch 541/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9407, Loss: 0.0305 Epoch 28 Batch 542/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9361, Loss: 0.0312 Epoch 28 Batch 543/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0292 Epoch 28 Batch 544/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9357, Loss: 0.0186 Epoch 28 Batch 545/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9254, Loss: 0.0289 Epoch 28 Batch 546/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9251, Loss: 0.0351 Epoch 28 Batch 547/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9229, Loss: 0.0283 Epoch 28 Batch 548/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9201, Loss: 0.0363 Epoch 28 Batch 549/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9215, Loss: 0.0412 Epoch 28 Batch 550/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9169, Loss: 0.0296 Epoch 28 Batch 551/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9215, Loss: 0.0414 Epoch 28 Batch 552/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9300, Loss: 0.0383 Epoch 28 Batch 553/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9279, Loss: 0.0454 Epoch 28 Batch 554/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9336, Loss: 0.0306 Epoch 28 Batch 555/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9315, Loss: 0.0291 Epoch 28 Batch 556/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9311, Loss: 0.0245 Epoch 28 Batch 557/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9311, Loss: 0.0306 Epoch 28 Batch 558/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9308, Loss: 0.0233 Epoch 28 Batch 559/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9180, Loss: 0.0335 Epoch 28 Batch 560/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9180, Loss: 0.0336 Epoch 28 Batch 561/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9190, Loss: 0.0314 Epoch 28 Batch 562/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9283, Loss: 0.0300 Epoch 28 Batch 563/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9286, Loss: 0.0354 Epoch 28 Batch 564/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9336, Loss: 0.0389 Epoch 28 Batch 565/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9357, Loss: 0.0407 Epoch 28 Batch 566/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9382, Loss: 0.0356 Epoch 28 Batch 567/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9304, Loss: 0.0320 Epoch 28 Batch 568/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9308, Loss: 0.0265 Epoch 28 Batch 569/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9215, Loss: 0.0375 Epoch 28 Batch 570/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9233, Loss: 0.0408 Epoch 28 Batch 571/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9279, Loss: 0.0255 Epoch 28 Batch 572/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9229, Loss: 0.0317 Epoch 28 Batch 573/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9233, Loss: 0.0486 Epoch 28 Batch 574/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9283, Loss: 0.0347 Epoch 28 Batch 575/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9286, Loss: 0.0259 Epoch 28 Batch 576/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9364, Loss: 0.0272 Epoch 28 Batch 577/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9364, Loss: 0.0314 Epoch 28 Batch 578/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9308, Loss: 0.0261 Epoch 28 Batch 579/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9361, Loss: 0.0310 Epoch 28 Batch 580/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9403, Loss: 0.0290 Epoch 28 Batch 581/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9471, Loss: 0.0259 Epoch 28 Batch 582/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0278 Epoch 28 Batch 583/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9474, Loss: 0.0427 Epoch 28 Batch 584/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9499, Loss: 0.0321 Epoch 28 Batch 585/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9496, Loss: 0.0260 Epoch 28 Batch 586/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9446, Loss: 0.0231 Epoch 28 Batch 587/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9446, Loss: 0.0330 Epoch 28 Batch 588/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9450, Loss: 0.0274 Epoch 28 Batch 589/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9421, Loss: 0.0262 Epoch 28 Batch 590/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9425, Loss: 0.0328 Epoch 28 Batch 591/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9375, Loss: 0.0330 Epoch 28 Batch 592/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9375, Loss: 0.0309 Epoch 28 Batch 593/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9279, Loss: 0.0486 Epoch 28 Batch 594/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9379, Loss: 0.0412 Epoch 28 Batch 595/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9375, Loss: 0.0322 Epoch 28 Batch 596/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9371, Loss: 0.0320 Epoch 28 Batch 597/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9336, Loss: 0.0278 Epoch 28 Batch 598/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9329, Loss: 0.0318 Epoch 28 Batch 599/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9329, Loss: 0.0494 Epoch 28 Batch 600/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9375, Loss: 0.0393 Epoch 28 Batch 601/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9329, Loss: 0.0341 Epoch 28 Batch 602/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9435, Loss: 0.0338 Epoch 28 Batch 603/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9368, Loss: 0.0360 Epoch 28 Batch 604/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9361, Loss: 0.0453 Epoch 28 Batch 605/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9361, Loss: 0.0402 Epoch 28 Batch 606/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9308, Loss: 0.0249 Epoch 28 Batch 607/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9386, Loss: 0.0377 Epoch 28 Batch 608/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9386, Loss: 0.0440 Epoch 28 Batch 609/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9336, Loss: 0.0415 Epoch 28 Batch 610/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9350, Loss: 0.0372 Epoch 28 Batch 611/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9336, Loss: 0.0327 Epoch 28 Batch 612/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9286, Loss: 0.0256 Epoch 28 Batch 613/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9240, Loss: 0.0375 Epoch 28 Batch 614/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9290, Loss: 0.0351 Epoch 28 Batch 615/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9315, Loss: 0.0224 Epoch 28 Batch 616/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9308, Loss: 0.0302 Epoch 28 Batch 617/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9304, Loss: 0.0291 Epoch 28 Batch 618/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9389, Loss: 0.0350 Epoch 28 Batch 619/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9389, Loss: 0.0245 Epoch 28 Batch 620/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9339, Loss: 0.0261 Epoch 28 Batch 621/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9407, Loss: 0.0371 Epoch 28 Batch 622/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9403, Loss: 0.0406 Epoch 28 Batch 623/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9279, Loss: 0.0418 Epoch 28 Batch 624/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9325, Loss: 0.0362 Epoch 28 Batch 625/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9268, Loss: 0.0328 Epoch 28 Batch 626/1077 - Train Accuracy: 0.9503, Validation Accuracy: 0.9318, Loss: 0.0282 Epoch 28 Batch 627/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9272, Loss: 0.0328 Epoch 28 Batch 628/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9293, Loss: 0.0326 Epoch 28 Batch 629/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9297, Loss: 0.0381 Epoch 28 Batch 630/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9478, Loss: 0.0313 Epoch 28 Batch 631/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9474, Loss: 0.0368 Epoch 28 Batch 632/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9396, Loss: 0.0277 Epoch 28 Batch 633/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9403, Loss: 0.0327 Epoch 28 Batch 634/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9474, Loss: 0.0226 Epoch 28 Batch 635/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9386, Loss: 0.0366 Epoch 28 Batch 636/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9485, Loss: 0.0314 Epoch 28 Batch 637/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9489, Loss: 0.0310 Epoch 28 Batch 638/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9389, Loss: 0.0272 Epoch 28 Batch 639/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9418, Loss: 0.0357 Epoch 28 Batch 640/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9421, Loss: 0.0260 Epoch 28 Batch 641/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9421, Loss: 0.0293 Epoch 28 Batch 642/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9421, Loss: 0.0307 Epoch 28 Batch 643/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9347, Loss: 0.0241 Epoch 28 Batch 644/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9347, Loss: 0.0293 Epoch 28 Batch 645/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9286, Loss: 0.0378 Epoch 28 Batch 646/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9350, Loss: 0.0283 Epoch 28 Batch 647/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9347, Loss: 0.0407 Epoch 28 Batch 648/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9332, Loss: 0.0281 Epoch 28 Batch 649/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9332, Loss: 0.0271 Epoch 28 Batch 650/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9283, Loss: 0.0257 Epoch 28 Batch 651/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9283, Loss: 0.0297 Epoch 28 Batch 652/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9237, Loss: 0.0329 Epoch 28 Batch 653/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9240, Loss: 0.0381 Epoch 28 Batch 654/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9393, Loss: 0.0352 Epoch 28 Batch 655/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9347, Loss: 0.0429 Epoch 28 Batch 656/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9393, Loss: 0.0306 Epoch 28 Batch 657/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9265, Loss: 0.0375 Epoch 28 Batch 658/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9219, Loss: 0.0240 Epoch 28 Batch 659/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9162, Loss: 0.0333 Epoch 28 Batch 660/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9261, Loss: 0.0303 Epoch 28 Batch 661/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9272, Loss: 0.0330 Epoch 28 Batch 662/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9268, Loss: 0.0274 Epoch 28 Batch 663/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9364, Loss: 0.0280 Epoch 28 Batch 664/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9176, Loss: 0.0338 Epoch 28 Batch 665/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9272, Loss: 0.0230 Epoch 28 Batch 666/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9272, Loss: 0.0358 Epoch 28 Batch 667/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9272, Loss: 0.0375 Epoch 28 Batch 668/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9215, Loss: 0.0305 Epoch 28 Batch 669/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9357, Loss: 0.0242 Epoch 28 Batch 670/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9308, Loss: 0.0353 Epoch 28 Batch 671/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9357, Loss: 0.0333 Epoch 28 Batch 672/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9357, Loss: 0.0284 Epoch 28 Batch 673/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9364, Loss: 0.0353 Epoch 28 Batch 674/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9318, Loss: 0.0301 Epoch 28 Batch 675/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9371, Loss: 0.0319 Epoch 28 Batch 676/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9396, Loss: 0.0309 Epoch 28 Batch 677/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9389, Loss: 0.0414 Epoch 28 Batch 678/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9258, Loss: 0.0241 Epoch 28 Batch 679/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9258, Loss: 0.0293 Epoch 28 Batch 680/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9258, Loss: 0.0334 Epoch 28 Batch 681/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9258, Loss: 0.0303 Epoch 28 Batch 682/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9258, Loss: 0.0305 Epoch 28 Batch 683/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9290, Loss: 0.0270 Epoch 28 Batch 684/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9322, Loss: 0.0286 Epoch 28 Batch 685/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9322, Loss: 0.0393 Epoch 28 Batch 686/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9272, Loss: 0.0283 Epoch 28 Batch 687/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9339, Loss: 0.0306 Epoch 28 Batch 688/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9339, Loss: 0.0268 Epoch 28 Batch 689/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9332, Loss: 0.0240 Epoch 28 Batch 690/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9311, Loss: 0.0334 Epoch 28 Batch 691/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9414, Loss: 0.0352 Epoch 28 Batch 692/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9386, Loss: 0.0309 Epoch 28 Batch 693/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9347, Loss: 0.0496 Epoch 28 Batch 694/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9347, Loss: 0.0338 Epoch 28 Batch 695/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9350, Loss: 0.0334 Epoch 28 Batch 696/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9396, Loss: 0.0343 Epoch 28 Batch 697/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9396, Loss: 0.0295 Epoch 28 Batch 698/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9396, Loss: 0.0325 Epoch 28 Batch 699/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9389, Loss: 0.0288 Epoch 28 Batch 700/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9293, Loss: 0.0305 Epoch 28 Batch 701/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9201, Loss: 0.0325 Epoch 28 Batch 702/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9201, Loss: 0.0438 Epoch 28 Batch 703/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9290, Loss: 0.0348 Epoch 28 Batch 704/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9467, Loss: 0.0447 Epoch 28 Batch 705/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9471, Loss: 0.0360 Epoch 28 Batch 706/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.9471, Loss: 0.0507 Epoch 28 Batch 707/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9478, Loss: 0.0332 Epoch 28 Batch 708/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9435, Loss: 0.0311 Epoch 28 Batch 709/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9379, Loss: 0.0422 Epoch 28 Batch 710/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9379, Loss: 0.0215 Epoch 28 Batch 711/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9347, Loss: 0.0371 Epoch 28 Batch 712/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9325, Loss: 0.0270 Epoch 28 Batch 713/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9325, Loss: 0.0268 Epoch 28 Batch 714/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9290, Loss: 0.0294 Epoch 28 Batch 715/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9297, Loss: 0.0350 Epoch 28 Batch 716/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9222, Loss: 0.0274 Epoch 28 Batch 717/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9173, Loss: 0.0227 Epoch 28 Batch 718/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9158, Loss: 0.0313 Epoch 28 Batch 719/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9158, Loss: 0.0331 Epoch 28 Batch 720/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9169, Loss: 0.0333 Epoch 28 Batch 721/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9222, Loss: 0.0330 Epoch 28 Batch 722/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9279, Loss: 0.0295 Epoch 28 Batch 723/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9329, Loss: 0.0315 Epoch 28 Batch 724/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9375, Loss: 0.0330 Epoch 28 Batch 725/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9329, Loss: 0.0255 Epoch 28 Batch 726/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9396, Loss: 0.0299 Epoch 28 Batch 727/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9347, Loss: 0.0263 Epoch 28 Batch 728/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9347, Loss: 0.0417 Epoch 28 Batch 729/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9347, Loss: 0.0389 Epoch 28 Batch 730/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9336, Loss: 0.0407 Epoch 28 Batch 731/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9339, Loss: 0.0313 Epoch 28 Batch 732/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9332, Loss: 0.0356 Epoch 28 Batch 733/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9279, Loss: 0.0339 Epoch 28 Batch 734/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9332, Loss: 0.0293 Epoch 28 Batch 735/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9332, Loss: 0.0264 Epoch 28 Batch 736/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9286, Loss: 0.0304 Epoch 28 Batch 737/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9290, Loss: 0.0333 Epoch 28 Batch 738/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9297, Loss: 0.0217 Epoch 28 Batch 739/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9347, Loss: 0.0296 Epoch 28 Batch 740/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9403, Loss: 0.0234 Epoch 28 Batch 741/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9350, Loss: 0.0342 Epoch 28 Batch 742/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9403, Loss: 0.0358 Epoch 28 Batch 743/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9407, Loss: 0.0334 Epoch 28 Batch 744/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9403, Loss: 0.0345 Epoch 28 Batch 745/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9450, Loss: 0.0334 Epoch 28 Batch 746/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9446, Loss: 0.0263 Epoch 28 Batch 747/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9407, Loss: 0.0226 Epoch 28 Batch 748/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9411, Loss: 0.0276 Epoch 28 Batch 749/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9407, Loss: 0.0284 Epoch 28 Batch 750/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9428, Loss: 0.0270 Epoch 28 Batch 751/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0324 Epoch 28 Batch 752/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9450, Loss: 0.0298 Epoch 28 Batch 753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9421, Loss: 0.0326 Epoch 28 Batch 754/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9482, Loss: 0.0374 Epoch 28 Batch 755/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0383 Epoch 28 Batch 756/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9446, Loss: 0.0280 Epoch 28 Batch 757/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9418, Loss: 0.0293 Epoch 28 Batch 758/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9496, Loss: 0.0256 Epoch 28 Batch 759/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9453, Loss: 0.0283 Epoch 28 Batch 760/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9403, Loss: 0.0360 Epoch 28 Batch 761/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9361, Loss: 0.0288 Epoch 28 Batch 762/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9329, Loss: 0.0295 Epoch 28 Batch 763/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9283, Loss: 0.0345 Epoch 28 Batch 764/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9261, Loss: 0.0288 Epoch 28 Batch 765/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9332, Loss: 0.0416 Epoch 28 Batch 766/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9425, Loss: 0.0406 Epoch 28 Batch 767/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9421, Loss: 0.0327 Epoch 28 Batch 768/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9411, Loss: 0.0291 Epoch 28 Batch 769/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9343, Loss: 0.0344 Epoch 28 Batch 770/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9343, Loss: 0.0297 Epoch 28 Batch 771/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9339, Loss: 0.0319 Epoch 28 Batch 772/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9350, Loss: 0.0320 Epoch 28 Batch 773/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9400, Loss: 0.0307 Epoch 28 Batch 774/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9379, Loss: 0.0322 Epoch 28 Batch 775/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9428, Loss: 0.0285 Epoch 28 Batch 776/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9474, Loss: 0.0293 Epoch 28 Batch 777/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9474, Loss: 0.0258 Epoch 28 Batch 778/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9396, Loss: 0.0348 Epoch 28 Batch 779/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0321 Epoch 28 Batch 780/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9400, Loss: 0.0419 Epoch 28 Batch 781/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9350, Loss: 0.0268 Epoch 28 Batch 782/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9350, Loss: 0.0346 Epoch 28 Batch 783/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9322, Loss: 0.0332 Epoch 28 Batch 784/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9265, Loss: 0.0205 Epoch 28 Batch 785/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9219, Loss: 0.0271 Epoch 28 Batch 786/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9222, Loss: 0.0274 Epoch 28 Batch 787/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9226, Loss: 0.0356 Epoch 28 Batch 788/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9272, Loss: 0.0283 Epoch 28 Batch 789/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9279, Loss: 0.0390 Epoch 28 Batch 790/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9279, Loss: 0.0372 Epoch 28 Batch 791/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9254, Loss: 0.0344 Epoch 28 Batch 792/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9304, Loss: 0.0313 Epoch 28 Batch 793/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9290, Loss: 0.0335 Epoch 28 Batch 794/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9339, Loss: 0.0245 Epoch 28 Batch 795/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0344 Epoch 28 Batch 796/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9357, Loss: 0.0307 Epoch 28 Batch 797/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9339, Loss: 0.0337 Epoch 28 Batch 798/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9315, Loss: 0.0284 Epoch 28 Batch 799/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9297, Loss: 0.0421 Epoch 28 Batch 800/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9286, Loss: 0.0257 Epoch 28 Batch 801/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9268, Loss: 0.0290 Epoch 28 Batch 802/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9261, Loss: 0.0392 Epoch 28 Batch 803/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9272, Loss: 0.0311 Epoch 28 Batch 804/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9276, Loss: 0.0228 Epoch 28 Batch 805/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9201, Loss: 0.0375 Epoch 28 Batch 806/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9318, Loss: 0.0298 Epoch 28 Batch 807/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9311, Loss: 0.0237 Epoch 28 Batch 808/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9265, Loss: 0.0473 Epoch 28 Batch 809/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9368, Loss: 0.0525 Epoch 28 Batch 810/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9393, Loss: 0.0291 Epoch 28 Batch 811/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9396, Loss: 0.0298 Epoch 28 Batch 812/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9393, Loss: 0.0322 Epoch 28 Batch 813/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9400, Loss: 0.0340 Epoch 28 Batch 814/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9382, Loss: 0.0371 Epoch 28 Batch 815/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9315, Loss: 0.0373 Epoch 28 Batch 816/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9304, Loss: 0.0312 Epoch 28 Batch 817/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9329, Loss: 0.0364 Epoch 28 Batch 818/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9339, Loss: 0.0348 Epoch 28 Batch 819/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9350, Loss: 0.0322 Epoch 28 Batch 820/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9347, Loss: 0.0316 Epoch 28 Batch 821/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9375, Loss: 0.0314 Epoch 28 Batch 822/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9393, Loss: 0.0281 Epoch 28 Batch 823/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9403, Loss: 0.0359 Epoch 28 Batch 824/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9411, Loss: 0.0447 Epoch 28 Batch 825/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0249 Epoch 28 Batch 826/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9499, Loss: 0.0281 Epoch 28 Batch 827/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9411, Loss: 0.0321 Epoch 28 Batch 828/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9485, Loss: 0.0275 Epoch 28 Batch 829/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9506, Loss: 0.0428 Epoch 28 Batch 830/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9588, Loss: 0.0388 Epoch 28 Batch 831/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9542, Loss: 0.0317 Epoch 28 Batch 832/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9531, Loss: 0.0303 Epoch 28 Batch 833/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9482, Loss: 0.0371 Epoch 28 Batch 834/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0325 Epoch 28 Batch 835/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9361, Loss: 0.0364 Epoch 28 Batch 836/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9411, Loss: 0.0302 Epoch 28 Batch 837/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9411, Loss: 0.0364 Epoch 28 Batch 838/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9322, Loss: 0.0320 Epoch 28 Batch 839/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9425, Loss: 0.0236 Epoch 28 Batch 840/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9421, Loss: 0.0319 Epoch 28 Batch 841/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9396, Loss: 0.0440 Epoch 28 Batch 842/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9411, Loss: 0.0242 Epoch 28 Batch 843/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9460, Loss: 0.0259 Epoch 28 Batch 844/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9453, Loss: 0.0272 Epoch 28 Batch 845/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9354, Loss: 0.0289 Epoch 28 Batch 846/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9354, Loss: 0.0423 Epoch 28 Batch 847/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9396, Loss: 0.0352 Epoch 28 Batch 848/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9364, Loss: 0.0295 Epoch 28 Batch 849/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9403, Loss: 0.0233 Epoch 28 Batch 850/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9421, Loss: 0.0452 Epoch 28 Batch 851/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9368, Loss: 0.0403 Epoch 28 Batch 852/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9293, Loss: 0.0511 Epoch 28 Batch 853/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9315, Loss: 0.0327 Epoch 28 Batch 854/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9318, Loss: 0.0343 Epoch 28 Batch 855/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9197, Loss: 0.0399 Epoch 28 Batch 856/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9244, Loss: 0.0346 Epoch 28 Batch 857/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9247, Loss: 0.0282 Epoch 28 Batch 858/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9343, Loss: 0.0292 Epoch 28 Batch 859/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9322, Loss: 0.0295 Epoch 28 Batch 860/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9400, Loss: 0.0347 Epoch 28 Batch 861/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9261, Loss: 0.0257 Epoch 28 Batch 862/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9279, Loss: 0.0366 Epoch 28 Batch 863/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9272, Loss: 0.0267 Epoch 28 Batch 864/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9240, Loss: 0.0331 Epoch 28 Batch 865/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9244, Loss: 0.0304 Epoch 28 Batch 866/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9304, Loss: 0.0336 Epoch 28 Batch 867/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9386, Loss: 0.0698 Epoch 28 Batch 868/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9435, Loss: 0.0362 Epoch 28 Batch 869/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9428, Loss: 0.0303 Epoch 28 Batch 870/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9428, Loss: 0.0270 Epoch 28 Batch 871/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9354, Loss: 0.0308 Epoch 28 Batch 872/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9347, Loss: 0.0304 Epoch 28 Batch 873/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9400, Loss: 0.0334 Epoch 28 Batch 874/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9400, Loss: 0.0383 Epoch 28 Batch 875/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9300, Loss: 0.0315 Epoch 28 Batch 876/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9308, Loss: 0.0262 Epoch 28 Batch 877/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9286, Loss: 0.0280 Epoch 28 Batch 878/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9286, Loss: 0.0284 Epoch 28 Batch 879/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9261, Loss: 0.0226 Epoch 28 Batch 880/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9283, Loss: 0.0362 Epoch 28 Batch 881/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9237, Loss: 0.0318 Epoch 28 Batch 882/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9286, Loss: 0.0336 Epoch 28 Batch 883/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9325, Loss: 0.0418 Epoch 28 Batch 884/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9279, Loss: 0.0345 Epoch 28 Batch 885/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9286, Loss: 0.0217 Epoch 28 Batch 886/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9286, Loss: 0.0289 Epoch 28 Batch 887/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9332, Loss: 0.0364 Epoch 28 Batch 888/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9400, Loss: 0.0338 Epoch 28 Batch 889/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9471, Loss: 0.0321 Epoch 28 Batch 890/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9393, Loss: 0.0345 Epoch 28 Batch 891/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9396, Loss: 0.0289 Epoch 28 Batch 892/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9396, Loss: 0.0335 Epoch 28 Batch 893/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9375, Loss: 0.0318 Epoch 28 Batch 894/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9272, Loss: 0.0265 Epoch 28 Batch 895/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9258, Loss: 0.0258 Epoch 28 Batch 896/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9197, Loss: 0.0264 Epoch 28 Batch 897/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9169, Loss: 0.0247 Epoch 28 Batch 898/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9251, Loss: 0.0302 Epoch 28 Batch 899/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9258, Loss: 0.0352 Epoch 28 Batch 900/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9169, Loss: 0.0402 Epoch 28 Batch 901/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9261, Loss: 0.0475 Epoch 28 Batch 902/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9325, Loss: 0.0385 Epoch 28 Batch 903/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9332, Loss: 0.0285 Epoch 28 Batch 904/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9240, Loss: 0.0272 Epoch 28 Batch 905/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9265, Loss: 0.0285 Epoch 28 Batch 906/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9339, Loss: 0.0317 Epoch 28 Batch 907/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9343, Loss: 0.0303 Epoch 28 Batch 908/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9393, Loss: 0.0327 Epoch 28 Batch 909/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9389, Loss: 0.0410 Epoch 28 Batch 910/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9386, Loss: 0.0355 Epoch 28 Batch 911/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9308, Loss: 0.0489 Epoch 28 Batch 912/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9318, Loss: 0.0391 Epoch 28 Batch 913/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9293, Loss: 0.0433 Epoch 28 Batch 914/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9368, Loss: 0.0645 Epoch 28 Batch 915/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9460, Loss: 0.0319 Epoch 28 Batch 916/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9506, Loss: 0.0342 Epoch 28 Batch 917/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9506, Loss: 0.0351 Epoch 28 Batch 918/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9460, Loss: 0.0305 Epoch 28 Batch 919/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9396, Loss: 0.0254 Epoch 28 Batch 920/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9407, Loss: 0.0338 Epoch 28 Batch 921/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9265, Loss: 0.0355 Epoch 28 Batch 922/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9240, Loss: 0.0282 Epoch 28 Batch 923/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9190, Loss: 0.0223 Epoch 28 Batch 924/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9197, Loss: 0.0449 Epoch 28 Batch 925/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9247, Loss: 0.0295 Epoch 28 Batch 926/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9247, Loss: 0.0405 Epoch 28 Batch 927/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9318, Loss: 0.0396 Epoch 28 Batch 928/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9347, Loss: 0.0338 Epoch 28 Batch 929/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9318, Loss: 0.0308 Epoch 28 Batch 930/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9318, Loss: 0.0249 Epoch 28 Batch 931/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9286, Loss: 0.0326 Epoch 28 Batch 932/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9396, Loss: 0.0286 Epoch 28 Batch 933/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9322, Loss: 0.0276 Epoch 28 Batch 934/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9350, Loss: 0.0254 Epoch 28 Batch 935/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9382, Loss: 0.0339 Epoch 28 Batch 936/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9315, Loss: 0.0360 Epoch 28 Batch 937/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9336, Loss: 0.0452 Epoch 28 Batch 938/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9382, Loss: 0.0363 Epoch 28 Batch 939/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9492, Loss: 0.0369 Epoch 28 Batch 940/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9531, Loss: 0.0279 Epoch 28 Batch 941/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9482, Loss: 0.0308 Epoch 28 Batch 942/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9521, Loss: 0.0366 Epoch 28 Batch 943/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0293 Epoch 28 Batch 944/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9428, Loss: 0.0278 Epoch 28 Batch 945/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9432, Loss: 0.0222 Epoch 28 Batch 946/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9411, Loss: 0.0208 Epoch 28 Batch 947/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9425, Loss: 0.0372 Epoch 28 Batch 948/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9414, Loss: 0.0292 Epoch 28 Batch 949/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9411, Loss: 0.0217 Epoch 28 Batch 950/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9432, Loss: 0.0290 Epoch 28 Batch 951/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9407, Loss: 0.0340 Epoch 28 Batch 952/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9325, Loss: 0.0204 Epoch 28 Batch 953/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9371, Loss: 0.0242 Epoch 28 Batch 954/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9446, Loss: 0.0364 Epoch 28 Batch 955/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9389, Loss: 0.0373 Epoch 28 Batch 956/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9389, Loss: 0.0323 Epoch 28 Batch 957/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9411, Loss: 0.0271 Epoch 28 Batch 958/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9357, Loss: 0.0344 Epoch 28 Batch 959/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9308, Loss: 0.0344 Epoch 28 Batch 960/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9308, Loss: 0.0273 Epoch 28 Batch 961/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9407, Loss: 0.0233 Epoch 28 Batch 962/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9318, Loss: 0.0373 Epoch 28 Batch 963/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9414, Loss: 0.0384 Epoch 28 Batch 964/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9368, Loss: 0.0259 Epoch 28 Batch 965/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9350, Loss: 0.0372 Epoch 28 Batch 966/1077 - Train Accuracy: 0.9497, Validation Accuracy: 0.9396, Loss: 0.0270 Epoch 28 Batch 967/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9382, Loss: 0.0320 Epoch 28 Batch 968/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9425, Loss: 0.0375 Epoch 28 Batch 969/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9354, Loss: 0.0346 Epoch 28 Batch 970/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9364, Loss: 0.0287 Epoch 28 Batch 971/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9268, Loss: 0.0366 Epoch 28 Batch 972/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9268, Loss: 0.0367 Epoch 28 Batch 973/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9279, Loss: 0.0221 Epoch 28 Batch 974/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9300, Loss: 0.0269 Epoch 28 Batch 975/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9350, Loss: 0.0294 Epoch 28 Batch 976/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9304, Loss: 0.0229 Epoch 28 Batch 977/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9308, Loss: 0.0201 Epoch 28 Batch 978/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9258, Loss: 0.0303 Epoch 28 Batch 979/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9339, Loss: 0.0312 Epoch 28 Batch 980/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0341 Epoch 28 Batch 981/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9389, Loss: 0.0346 Epoch 28 Batch 982/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9389, Loss: 0.0334 Epoch 28 Batch 983/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9379, Loss: 0.0292 Epoch 28 Batch 984/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9357, Loss: 0.0359 Epoch 28 Batch 985/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9286, Loss: 0.0259 Epoch 28 Batch 986/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9215, Loss: 0.0289 Epoch 28 Batch 987/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9208, Loss: 0.0278 Epoch 28 Batch 988/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9244, Loss: 0.0349 Epoch 28 Batch 989/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9244, Loss: 0.0337 Epoch 28 Batch 990/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9318, Loss: 0.0368 Epoch 28 Batch 991/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9339, Loss: 0.0285 Epoch 28 Batch 992/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9396, Loss: 0.0369 Epoch 28 Batch 993/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0203 Epoch 28 Batch 994/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0271 Epoch 28 Batch 995/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9379, Loss: 0.0322 Epoch 28 Batch 996/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9379, Loss: 0.0316 Epoch 28 Batch 997/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9379, Loss: 0.0321 Epoch 28 Batch 998/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9379, Loss: 0.0262 Epoch 28 Batch 999/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9375, Loss: 0.0373 Epoch 28 Batch 1000/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9364, Loss: 0.0327 Epoch 28 Batch 1001/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9325, Loss: 0.0261 Epoch 28 Batch 1002/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9272, Loss: 0.0204 Epoch 28 Batch 1003/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9173, Loss: 0.0290 Epoch 28 Batch 1004/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9173, Loss: 0.0250 Epoch 28 Batch 1005/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9222, Loss: 0.0282 Epoch 28 Batch 1006/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9222, Loss: 0.0279 Epoch 28 Batch 1007/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9339, Loss: 0.0289 Epoch 28 Batch 1008/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9293, Loss: 0.0332 Epoch 28 Batch 1009/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9201, Loss: 0.0223 Epoch 28 Batch 1010/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9247, Loss: 0.0284 Epoch 28 Batch 1011/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9251, Loss: 0.0313 Epoch 28 Batch 1012/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9300, Loss: 0.0220 Epoch 28 Batch 1013/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9350, Loss: 0.0213 Epoch 28 Batch 1014/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9347, Loss: 0.0263 Epoch 28 Batch 1015/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9389, Loss: 0.0393 Epoch 28 Batch 1016/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9386, Loss: 0.0321 Epoch 28 Batch 1017/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9364, Loss: 0.0248 Epoch 28 Batch 1018/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9347, Loss: 0.0406 Epoch 28 Batch 1019/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9407, Loss: 0.0463 Epoch 28 Batch 1020/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9386, Loss: 0.0245 Epoch 28 Batch 1021/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9389, Loss: 0.0291 Epoch 28 Batch 1022/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9389, Loss: 0.0287 Epoch 28 Batch 1023/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9396, Loss: 0.0294 Epoch 28 Batch 1024/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9400, Loss: 0.0376 Epoch 28 Batch 1025/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9403, Loss: 0.0283 Epoch 28 Batch 1026/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9304, Loss: 0.0396 Epoch 28 Batch 1027/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9261, Loss: 0.0266 Epoch 28 Batch 1028/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9261, Loss: 0.0340 Epoch 28 Batch 1029/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9261, Loss: 0.0280 Epoch 28 Batch 1030/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9343, Loss: 0.0286 Epoch 28 Batch 1031/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9435, Loss: 0.0398 Epoch 28 Batch 1032/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9503, Loss: 0.0365 Epoch 28 Batch 1033/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9354, Loss: 0.0334 Epoch 28 Batch 1034/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9400, Loss: 0.0281 Epoch 28 Batch 1035/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9354, Loss: 0.0244 Epoch 28 Batch 1036/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9347, Loss: 0.0432 Epoch 28 Batch 1037/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9197, Loss: 0.0323 Epoch 28 Batch 1038/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9205, Loss: 0.0376 Epoch 28 Batch 1039/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9276, Loss: 0.0296 Epoch 28 Batch 1040/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9276, Loss: 0.0307 Epoch 28 Batch 1041/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9297, Loss: 0.0377 Epoch 28 Batch 1042/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9247, Loss: 0.0319 Epoch 28 Batch 1043/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9382, Loss: 0.0468 Epoch 28 Batch 1044/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0342 Epoch 28 Batch 1045/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9435, Loss: 0.0318 Epoch 28 Batch 1046/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0230 Epoch 28 Batch 1047/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9251, Loss: 0.0257 Epoch 28 Batch 1048/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9329, Loss: 0.0350 Epoch 28 Batch 1049/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9336, Loss: 0.0345 Epoch 28 Batch 1050/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9382, Loss: 0.0230 Epoch 28 Batch 1051/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9350, Loss: 0.0391 Epoch 28 Batch 1052/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9350, Loss: 0.0252 Epoch 28 Batch 1053/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9393, Loss: 0.0338 Epoch 28 Batch 1054/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9386, Loss: 0.0286 Epoch 28 Batch 1055/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9389, Loss: 0.0371 Epoch 28 Batch 1056/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9446, Loss: 0.0292 Epoch 28 Batch 1057/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9425, Loss: 0.0318 Epoch 28 Batch 1058/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9379, Loss: 0.0325 Epoch 28 Batch 1059/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9379, Loss: 0.0390 Epoch 28 Batch 1060/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9329, Loss: 0.0243 Epoch 28 Batch 1061/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9382, Loss: 0.0504 Epoch 28 Batch 1062/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9403, Loss: 0.0330 Epoch 28 Batch 1063/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9361, Loss: 0.0335 Epoch 28 Batch 1064/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9418, Loss: 0.0379 Epoch 28 Batch 1065/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9506, Loss: 0.0343 Epoch 28 Batch 1066/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9411, Loss: 0.0258 Epoch 28 Batch 1067/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9411, Loss: 0.0347 Epoch 28 Batch 1068/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9414, Loss: 0.0234 Epoch 28 Batch 1069/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9418, Loss: 0.0260 Epoch 28 Batch 1070/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9414, Loss: 0.0281 Epoch 28 Batch 1071/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9418, Loss: 0.0346 Epoch 28 Batch 1072/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9471, Loss: 0.0345 Epoch 28 Batch 1073/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9435, Loss: 0.0327 Epoch 28 Batch 1074/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9393, Loss: 0.0447 Epoch 28 Batch 1075/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9386, Loss: 0.0350 Epoch 29 Batch 1/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0264 Epoch 29 Batch 2/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9499, Loss: 0.0297 Epoch 29 Batch 3/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9432, Loss: 0.0362 Epoch 29 Batch 4/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9432, Loss: 0.0291 Epoch 29 Batch 5/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9379, Loss: 0.0445 Epoch 29 Batch 6/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9379, Loss: 0.0291 Epoch 29 Batch 7/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9375, Loss: 0.0307 Epoch 29 Batch 8/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9375, Loss: 0.0300 Epoch 29 Batch 9/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9371, Loss: 0.0316 Epoch 29 Batch 10/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9375, Loss: 0.0284 Epoch 29 Batch 11/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9474, Loss: 0.0389 Epoch 29 Batch 12/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9478, Loss: 0.0319 Epoch 29 Batch 13/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9435, Loss: 0.0438 Epoch 29 Batch 14/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9432, Loss: 0.0236 Epoch 29 Batch 15/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9453, Loss: 0.0289 Epoch 29 Batch 16/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0335 Epoch 29 Batch 17/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0272 Epoch 29 Batch 18/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9428, Loss: 0.0319 Epoch 29 Batch 19/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9382, Loss: 0.0280 Epoch 29 Batch 20/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9382, Loss: 0.0298 Epoch 29 Batch 21/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9432, Loss: 0.0352 Epoch 29 Batch 22/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9325, Loss: 0.0347 Epoch 29 Batch 23/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9315, Loss: 0.0285 Epoch 29 Batch 24/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9318, Loss: 0.0348 Epoch 29 Batch 25/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9315, Loss: 0.0223 Epoch 29 Batch 26/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9315, Loss: 0.0364 Epoch 29 Batch 27/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9315, Loss: 0.0265 Epoch 29 Batch 28/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9418, Loss: 0.0316 Epoch 29 Batch 29/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9336, Loss: 0.0313 Epoch 29 Batch 30/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9336, Loss: 0.0291 Epoch 29 Batch 31/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9389, Loss: 0.0288 Epoch 29 Batch 32/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9389, Loss: 0.0279 Epoch 29 Batch 33/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9379, Loss: 0.0261 Epoch 29 Batch 34/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9347, Loss: 0.0328 Epoch 29 Batch 35/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9304, Loss: 0.0352 Epoch 29 Batch 36/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9272, Loss: 0.0265 Epoch 29 Batch 37/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9311, Loss: 0.0307 Epoch 29 Batch 38/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9318, Loss: 0.0377 Epoch 29 Batch 39/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9414, Loss: 0.0403 Epoch 29 Batch 40/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9350, Loss: 0.0248 Epoch 29 Batch 41/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9343, Loss: 0.0244 Epoch 29 Batch 42/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9297, Loss: 0.0404 Epoch 29 Batch 43/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9293, Loss: 0.0190 Epoch 29 Batch 44/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9293, Loss: 0.0209 Epoch 29 Batch 45/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9258, Loss: 0.0277 Epoch 29 Batch 46/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9322, Loss: 0.0370 Epoch 29 Batch 47/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9322, Loss: 0.0320 Epoch 29 Batch 48/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9336, Loss: 0.0419 Epoch 29 Batch 49/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9389, Loss: 0.0382 Epoch 29 Batch 50/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9347, Loss: 0.0304 Epoch 29 Batch 51/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9322, Loss: 0.0315 Epoch 29 Batch 52/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9300, Loss: 0.0423 Epoch 29 Batch 53/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9247, Loss: 0.0297 Epoch 29 Batch 54/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9240, Loss: 0.0533 Epoch 29 Batch 55/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9190, Loss: 0.0283 Epoch 29 Batch 56/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9304, Loss: 0.0235 Epoch 29 Batch 57/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9261, Loss: 0.0336 Epoch 29 Batch 58/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9286, Loss: 0.0286 Epoch 29 Batch 59/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9286, Loss: 0.0320 Epoch 29 Batch 60/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9180, Loss: 0.0225 Epoch 29 Batch 61/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9237, Loss: 0.0331 Epoch 29 Batch 62/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9286, Loss: 0.0384 Epoch 29 Batch 63/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9286, Loss: 0.0244 Epoch 29 Batch 64/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9308, Loss: 0.0294 Epoch 29 Batch 65/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9261, Loss: 0.0336 Epoch 29 Batch 66/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9165, Loss: 0.0176 Epoch 29 Batch 67/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9212, Loss: 0.0328 Epoch 29 Batch 68/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9212, Loss: 0.0384 Epoch 29 Batch 69/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9219, Loss: 0.0429 Epoch 29 Batch 70/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9162, Loss: 0.0373 Epoch 29 Batch 71/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9297, Loss: 0.0210 Epoch 29 Batch 72/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9237, Loss: 0.0291 Epoch 29 Batch 73/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9240, Loss: 0.0327 Epoch 29 Batch 74/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9290, Loss: 0.0267 Epoch 29 Batch 75/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9286, Loss: 0.0433 Epoch 29 Batch 76/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9357, Loss: 0.0259 Epoch 29 Batch 77/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9403, Loss: 0.0369 Epoch 29 Batch 78/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9407, Loss: 0.0330 Epoch 29 Batch 79/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9375, Loss: 0.0277 Epoch 29 Batch 80/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9322, Loss: 0.0274 Epoch 29 Batch 81/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9368, Loss: 0.0262 Epoch 29 Batch 82/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9364, Loss: 0.0339 Epoch 29 Batch 83/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9371, Loss: 0.0287 Epoch 29 Batch 84/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9336, Loss: 0.0294 Epoch 29 Batch 85/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9332, Loss: 0.0311 Epoch 29 Batch 86/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9290, Loss: 0.0281 Epoch 29 Batch 87/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9286, Loss: 0.0412 Epoch 29 Batch 88/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9308, Loss: 0.0358 Epoch 29 Batch 89/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9290, Loss: 0.0401 Epoch 29 Batch 90/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9286, Loss: 0.0256 Epoch 29 Batch 91/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9293, Loss: 0.0256 Epoch 29 Batch 92/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9336, Loss: 0.0331 Epoch 29 Batch 93/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9339, Loss: 0.0263 Epoch 29 Batch 94/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9229, Loss: 0.0228 Epoch 29 Batch 95/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9279, Loss: 0.0324 Epoch 29 Batch 96/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9279, Loss: 0.0327 Epoch 29 Batch 97/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9325, Loss: 0.0353 Epoch 29 Batch 98/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9325, Loss: 0.0354 Epoch 29 Batch 99/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9237, Loss: 0.0236 Epoch 29 Batch 100/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9258, Loss: 0.0307 Epoch 29 Batch 101/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9300, Loss: 0.0303 Epoch 29 Batch 102/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9308, Loss: 0.0252 Epoch 29 Batch 103/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9240, Loss: 0.0412 Epoch 29 Batch 104/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9258, Loss: 0.0347 Epoch 29 Batch 105/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9197, Loss: 0.0290 Epoch 29 Batch 106/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9194, Loss: 0.0314 Epoch 29 Batch 107/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9201, Loss: 0.0334 Epoch 29 Batch 108/1077 - Train Accuracy: 0.9311, Validation Accuracy: 0.9254, Loss: 0.0379 Epoch 29 Batch 109/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9347, Loss: 0.0282 Epoch 29 Batch 110/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9347, Loss: 0.0240 Epoch 29 Batch 111/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9311, Loss: 0.0296 Epoch 29 Batch 112/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9347, Loss: 0.0250 Epoch 29 Batch 113/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9343, Loss: 0.0358 Epoch 29 Batch 114/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9297, Loss: 0.0244 Epoch 29 Batch 115/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9329, Loss: 0.0381 Epoch 29 Batch 116/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9432, Loss: 0.0512 Epoch 29 Batch 117/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9393, Loss: 0.0285 Epoch 29 Batch 118/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9368, Loss: 0.0292 Epoch 29 Batch 119/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9371, Loss: 0.0226 Epoch 29 Batch 120/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9386, Loss: 0.0350 Epoch 29 Batch 121/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9403, Loss: 0.0318 Epoch 29 Batch 122/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9453, Loss: 0.0274 Epoch 29 Batch 123/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9492, Loss: 0.0211 Epoch 29 Batch 124/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9489, Loss: 0.0357 Epoch 29 Batch 125/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9535, Loss: 0.0407 Epoch 29 Batch 126/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9535, Loss: 0.0326 Epoch 29 Batch 127/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9531, Loss: 0.0308 Epoch 29 Batch 128/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9332, Loss: 0.0324 Epoch 29 Batch 129/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9268, Loss: 0.0373 Epoch 29 Batch 130/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9343, Loss: 0.0294 Epoch 29 Batch 131/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9343, Loss: 0.0343 Epoch 29 Batch 132/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9297, Loss: 0.0298 Epoch 29 Batch 133/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9297, Loss: 0.0253 Epoch 29 Batch 134/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9350, Loss: 0.0287 Epoch 29 Batch 135/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9226, Loss: 0.0318 Epoch 29 Batch 136/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9286, Loss: 0.0271 Epoch 29 Batch 137/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9254, Loss: 0.0272 Epoch 29 Batch 138/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9325, Loss: 0.0333 Epoch 29 Batch 139/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9325, Loss: 0.0324 Epoch 29 Batch 140/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9347, Loss: 0.0271 Epoch 29 Batch 141/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9297, Loss: 0.0309 Epoch 29 Batch 142/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9332, Loss: 0.0286 Epoch 29 Batch 143/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9368, Loss: 0.0327 Epoch 29 Batch 144/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9272, Loss: 0.0450 Epoch 29 Batch 145/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9265, Loss: 0.0323 Epoch 29 Batch 146/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9343, Loss: 0.0647 Epoch 29 Batch 147/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0303 Epoch 29 Batch 148/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9343, Loss: 0.0348 Epoch 29 Batch 149/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9343, Loss: 0.0288 Epoch 29 Batch 150/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9339, Loss: 0.0304 Epoch 29 Batch 151/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9315, Loss: 0.0250 Epoch 29 Batch 152/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9361, Loss: 0.0401 Epoch 29 Batch 153/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9361, Loss: 0.0395 Epoch 29 Batch 154/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9361, Loss: 0.0291 Epoch 29 Batch 155/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9375, Loss: 0.0263 Epoch 29 Batch 156/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9396, Loss: 0.0240 Epoch 29 Batch 157/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9442, Loss: 0.0313 Epoch 29 Batch 158/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9496, Loss: 0.0343 Epoch 29 Batch 159/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9499, Loss: 0.0304 Epoch 29 Batch 160/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9496, Loss: 0.0257 Epoch 29 Batch 161/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9496, Loss: 0.0200 Epoch 29 Batch 162/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9496, Loss: 0.0349 Epoch 29 Batch 163/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9467, Loss: 0.0417 Epoch 29 Batch 164/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9435, Loss: 0.0288 Epoch 29 Batch 165/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9418, Loss: 0.0434 Epoch 29 Batch 166/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9386, Loss: 0.0345 Epoch 29 Batch 167/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9386, Loss: 0.0285 Epoch 29 Batch 168/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9354, Loss: 0.0393 Epoch 29 Batch 169/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9311, Loss: 0.0323 Epoch 29 Batch 170/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9258, Loss: 0.0337 Epoch 29 Batch 171/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9254, Loss: 0.0276 Epoch 29 Batch 172/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9276, Loss: 0.0249 Epoch 29 Batch 173/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9219, Loss: 0.0317 Epoch 29 Batch 174/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9222, Loss: 0.0219 Epoch 29 Batch 175/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9279, Loss: 0.0377 Epoch 29 Batch 176/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9283, Loss: 0.0317 Epoch 29 Batch 177/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9357, Loss: 0.0380 Epoch 29 Batch 178/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9386, Loss: 0.0310 Epoch 29 Batch 179/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9375, Loss: 0.0330 Epoch 29 Batch 180/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9361, Loss: 0.0284 Epoch 29 Batch 181/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9411, Loss: 0.0329 Epoch 29 Batch 182/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9464, Loss: 0.0397 Epoch 29 Batch 183/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9386, Loss: 0.0347 Epoch 29 Batch 184/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9418, Loss: 0.0324 Epoch 29 Batch 185/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9425, Loss: 0.0350 Epoch 29 Batch 186/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9428, Loss: 0.0294 Epoch 29 Batch 187/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0243 Epoch 29 Batch 188/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9450, Loss: 0.0397 Epoch 29 Batch 189/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9499, Loss: 0.0274 Epoch 29 Batch 190/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9499, Loss: 0.0279 Epoch 29 Batch 191/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9499, Loss: 0.0255 Epoch 29 Batch 192/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9471, Loss: 0.0349 Epoch 29 Batch 193/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9464, Loss: 0.0289 Epoch 29 Batch 194/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9435, Loss: 0.0232 Epoch 29 Batch 195/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9439, Loss: 0.0259 Epoch 29 Batch 196/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9418, Loss: 0.0243 Epoch 29 Batch 197/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9411, Loss: 0.0341 Epoch 29 Batch 198/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9411, Loss: 0.0333 Epoch 29 Batch 199/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9510, Loss: 0.0262 Epoch 29 Batch 200/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9460, Loss: 0.0289 Epoch 29 Batch 201/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9418, Loss: 0.0294 Epoch 29 Batch 202/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9414, Loss: 0.0244 Epoch 29 Batch 203/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9414, Loss: 0.0341 Epoch 29 Batch 204/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9432, Loss: 0.0467 Epoch 29 Batch 205/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9389, Loss: 0.0397 Epoch 29 Batch 206/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9389, Loss: 0.0231 Epoch 29 Batch 207/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9439, Loss: 0.0257 Epoch 29 Batch 208/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9442, Loss: 0.0285 Epoch 29 Batch 209/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9386, Loss: 0.0271 Epoch 29 Batch 210/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9386, Loss: 0.0278 Epoch 29 Batch 211/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9382, Loss: 0.0290 Epoch 29 Batch 212/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9382, Loss: 0.0267 Epoch 29 Batch 213/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9386, Loss: 0.0258 Epoch 29 Batch 214/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9389, Loss: 0.0259 Epoch 29 Batch 215/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9339, Loss: 0.0320 Epoch 29 Batch 216/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9336, Loss: 0.0287 Epoch 29 Batch 217/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9332, Loss: 0.0236 Epoch 29 Batch 218/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9332, Loss: 0.0329 Epoch 29 Batch 219/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9315, Loss: 0.0248 Epoch 29 Batch 220/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9371, Loss: 0.0316 Epoch 29 Batch 221/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9418, Loss: 0.0324 Epoch 29 Batch 222/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9435, Loss: 0.0289 Epoch 29 Batch 223/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9375, Loss: 0.0300 Epoch 29 Batch 224/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9293, Loss: 0.0294 Epoch 29 Batch 225/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9354, Loss: 0.0416 Epoch 29 Batch 226/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9357, Loss: 0.0306 Epoch 29 Batch 227/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9389, Loss: 0.0330 Epoch 29 Batch 228/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9389, Loss: 0.0261 Epoch 29 Batch 229/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9382, Loss: 0.0271 Epoch 29 Batch 230/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9382, Loss: 0.0305 Epoch 29 Batch 231/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9386, Loss: 0.0357 Epoch 29 Batch 232/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9389, Loss: 0.0259 Epoch 29 Batch 233/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9386, Loss: 0.0333 Epoch 29 Batch 234/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9414, Loss: 0.0312 Epoch 29 Batch 235/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9414, Loss: 0.0338 Epoch 29 Batch 236/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9418, Loss: 0.0315 Epoch 29 Batch 237/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9421, Loss: 0.0256 Epoch 29 Batch 238/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9442, Loss: 0.0280 Epoch 29 Batch 239/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9442, Loss: 0.0248 Epoch 29 Batch 240/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9396, Loss: 0.0232 Epoch 29 Batch 241/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9364, Loss: 0.0214 Epoch 29 Batch 242/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9357, Loss: 0.0260 Epoch 29 Batch 243/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9368, Loss: 0.0353 Epoch 29 Batch 244/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9379, Loss: 0.0288 Epoch 29 Batch 245/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9332, Loss: 0.0258 Epoch 29 Batch 246/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9233, Loss: 0.0316 Epoch 29 Batch 247/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9240, Loss: 0.0290 Epoch 29 Batch 248/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9318, Loss: 0.0299 Epoch 29 Batch 249/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9268, Loss: 0.0259 Epoch 29 Batch 250/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9311, Loss: 0.0323 Epoch 29 Batch 251/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9311, Loss: 0.0364 Epoch 29 Batch 252/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9311, Loss: 0.0366 Epoch 29 Batch 253/1077 - Train Accuracy: 0.9318, Validation Accuracy: 0.9315, Loss: 0.0325 Epoch 29 Batch 254/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9322, Loss: 0.0333 Epoch 29 Batch 255/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9389, Loss: 0.0233 Epoch 29 Batch 256/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9343, Loss: 0.0523 Epoch 29 Batch 257/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9382, Loss: 0.0373 Epoch 29 Batch 258/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9414, Loss: 0.0284 Epoch 29 Batch 259/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9450, Loss: 0.0256 Epoch 29 Batch 260/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9450, Loss: 0.0231 Epoch 29 Batch 261/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9403, Loss: 0.0259 Epoch 29 Batch 262/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9453, Loss: 0.0271 Epoch 29 Batch 263/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9403, Loss: 0.0257 Epoch 29 Batch 264/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9371, Loss: 0.0275 Epoch 29 Batch 265/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9421, Loss: 0.0294 Epoch 29 Batch 266/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9421, Loss: 0.0338 Epoch 29 Batch 267/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9421, Loss: 0.0278 Epoch 29 Batch 268/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9389, Loss: 0.0382 Epoch 29 Batch 269/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9389, Loss: 0.0373 Epoch 29 Batch 270/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9389, Loss: 0.0395 Epoch 29 Batch 271/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9350, Loss: 0.0292 Epoch 29 Batch 272/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9300, Loss: 0.0579 Epoch 29 Batch 273/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9308, Loss: 0.0289 Epoch 29 Batch 274/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9240, Loss: 0.0333 Epoch 29 Batch 275/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9148, Loss: 0.0294 Epoch 29 Batch 276/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9073, Loss: 0.0463 Epoch 29 Batch 277/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9055, Loss: 0.0222 Epoch 29 Batch 278/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9251, Loss: 0.0385 Epoch 29 Batch 279/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9254, Loss: 0.0374 Epoch 29 Batch 280/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9343, Loss: 0.0360 Epoch 29 Batch 281/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9386, Loss: 0.0344 Epoch 29 Batch 282/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9265, Loss: 0.0388 Epoch 29 Batch 283/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9332, Loss: 0.0337 Epoch 29 Batch 284/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9297, Loss: 0.0334 Epoch 29 Batch 285/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9315, Loss: 0.0313 Epoch 29 Batch 286/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9258, Loss: 0.0279 Epoch 29 Batch 287/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9258, Loss: 0.0373 Epoch 29 Batch 288/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9254, Loss: 0.0384 Epoch 29 Batch 289/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9148, Loss: 0.0280 Epoch 29 Batch 290/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9205, Loss: 0.0465 Epoch 29 Batch 291/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9222, Loss: 0.0441 Epoch 29 Batch 292/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9339, Loss: 0.0258 Epoch 29 Batch 293/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9339, Loss: 0.0303 Epoch 29 Batch 294/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9350, Loss: 0.0318 Epoch 29 Batch 295/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9251, Loss: 0.0387 Epoch 29 Batch 296/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9293, Loss: 0.0323 Epoch 29 Batch 297/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9290, Loss: 0.0358 Epoch 29 Batch 298/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9290, Loss: 0.0402 Epoch 29 Batch 299/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9403, Loss: 0.0343 Epoch 29 Batch 300/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9354, Loss: 0.0270 Epoch 29 Batch 301/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9347, Loss: 0.0286 Epoch 29 Batch 302/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9368, Loss: 0.0292 Epoch 29 Batch 303/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9322, Loss: 0.0355 Epoch 29 Batch 304/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9325, Loss: 0.0323 Epoch 29 Batch 305/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9425, Loss: 0.0330 Epoch 29 Batch 306/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9428, Loss: 0.0445 Epoch 29 Batch 307/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9432, Loss: 0.0309 Epoch 29 Batch 308/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9421, Loss: 0.0343 Epoch 29 Batch 309/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9432, Loss: 0.0238 Epoch 29 Batch 310/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9382, Loss: 0.0285 Epoch 29 Batch 311/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9343, Loss: 0.0256 Epoch 29 Batch 312/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9347, Loss: 0.0396 Epoch 29 Batch 313/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9315, Loss: 0.0238 Epoch 29 Batch 314/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9215, Loss: 0.0370 Epoch 29 Batch 315/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9215, Loss: 0.0273 Epoch 29 Batch 316/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9350, Loss: 0.0343 Epoch 29 Batch 317/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0322 Epoch 29 Batch 318/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9432, Loss: 0.0253 Epoch 29 Batch 319/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9453, Loss: 0.0409 Epoch 29 Batch 320/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9403, Loss: 0.0409 Epoch 29 Batch 321/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9407, Loss: 0.0286 Epoch 29 Batch 322/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9403, Loss: 0.0294 Epoch 29 Batch 323/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9304, Loss: 0.0310 Epoch 29 Batch 324/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9258, Loss: 0.0288 Epoch 29 Batch 325/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9258, Loss: 0.0308 Epoch 29 Batch 326/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9258, Loss: 0.0298 Epoch 29 Batch 327/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9240, Loss: 0.0382 Epoch 29 Batch 328/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9244, Loss: 0.0395 Epoch 29 Batch 329/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9290, Loss: 0.0305 Epoch 29 Batch 330/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9339, Loss: 0.0301 Epoch 29 Batch 331/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9347, Loss: 0.0309 Epoch 29 Batch 332/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9379, Loss: 0.0205 Epoch 29 Batch 333/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9329, Loss: 0.0258 Epoch 29 Batch 334/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9329, Loss: 0.0283 Epoch 29 Batch 335/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9336, Loss: 0.0302 Epoch 29 Batch 336/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9343, Loss: 0.0635 Epoch 29 Batch 337/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9386, Loss: 0.0297 Epoch 29 Batch 338/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9393, Loss: 0.0465 Epoch 29 Batch 339/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9336, Loss: 0.0219 Epoch 29 Batch 340/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9332, Loss: 0.0287 Epoch 29 Batch 341/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9283, Loss: 0.0416 Epoch 29 Batch 342/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9283, Loss: 0.0300 Epoch 29 Batch 343/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9293, Loss: 0.0389 Epoch 29 Batch 344/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9347, Loss: 0.0340 Epoch 29 Batch 345/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9428, Loss: 0.0294 Epoch 29 Batch 346/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9389, Loss: 0.0311 Epoch 29 Batch 347/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9325, Loss: 0.0224 Epoch 29 Batch 348/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9286, Loss: 0.0330 Epoch 29 Batch 349/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9290, Loss: 0.0304 Epoch 29 Batch 350/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9286, Loss: 0.0259 Epoch 29 Batch 351/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9222, Loss: 0.0309 Epoch 29 Batch 352/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9283, Loss: 0.0249 Epoch 29 Batch 353/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0353 Epoch 29 Batch 354/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9276, Loss: 0.0357 Epoch 29 Batch 355/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9300, Loss: 0.0324 Epoch 29 Batch 356/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9297, Loss: 0.0286 Epoch 29 Batch 357/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9297, Loss: 0.0304 Epoch 29 Batch 358/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9336, Loss: 0.0363 Epoch 29 Batch 359/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9279, Loss: 0.0301 Epoch 29 Batch 360/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9254, Loss: 0.0263 Epoch 29 Batch 361/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9105, Loss: 0.0246 Epoch 29 Batch 362/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9205, Loss: 0.0420 Epoch 29 Batch 363/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9208, Loss: 0.0301 Epoch 29 Batch 364/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9375, Loss: 0.0419 Epoch 29 Batch 365/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9375, Loss: 0.0224 Epoch 29 Batch 366/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9421, Loss: 0.0246 Epoch 29 Batch 367/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9474, Loss: 0.0214 Epoch 29 Batch 368/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9478, Loss: 0.0293 Epoch 29 Batch 369/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9482, Loss: 0.0307 Epoch 29 Batch 370/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9478, Loss: 0.0307 Epoch 29 Batch 371/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9407, Loss: 0.0217 Epoch 29 Batch 372/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9357, Loss: 0.0257 Epoch 29 Batch 373/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9357, Loss: 0.0272 Epoch 29 Batch 374/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9400, Loss: 0.0323 Epoch 29 Batch 375/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9343, Loss: 0.0247 Epoch 29 Batch 376/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9300, Loss: 0.0366 Epoch 29 Batch 377/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9247, Loss: 0.0287 Epoch 29 Batch 378/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9102, Loss: 0.0213 Epoch 29 Batch 379/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9148, Loss: 0.0419 Epoch 29 Batch 380/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9151, Loss: 0.0266 Epoch 29 Batch 381/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9201, Loss: 0.0396 Epoch 29 Batch 382/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9272, Loss: 0.0428 Epoch 29 Batch 383/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9354, Loss: 0.0316 Epoch 29 Batch 384/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9350, Loss: 0.0226 Epoch 29 Batch 385/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9350, Loss: 0.0225 Epoch 29 Batch 386/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9400, Loss: 0.0265 Epoch 29 Batch 387/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9400, Loss: 0.0269 Epoch 29 Batch 388/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9368, Loss: 0.0410 Epoch 29 Batch 389/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9418, Loss: 0.0333 Epoch 29 Batch 390/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9379, Loss: 0.0429 Epoch 29 Batch 391/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9357, Loss: 0.0370 Epoch 29 Batch 392/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9354, Loss: 0.0391 Epoch 29 Batch 393/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9411, Loss: 0.0285 Epoch 29 Batch 394/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9407, Loss: 0.0269 Epoch 29 Batch 395/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9361, Loss: 0.0298 Epoch 29 Batch 396/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9354, Loss: 0.0319 Epoch 29 Batch 397/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9382, Loss: 0.0295 Epoch 29 Batch 398/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9329, Loss: 0.0320 Epoch 29 Batch 399/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9371, Loss: 0.0334 Epoch 29 Batch 400/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9435, Loss: 0.0305 Epoch 29 Batch 401/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9485, Loss: 0.0275 Epoch 29 Batch 402/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0283 Epoch 29 Batch 403/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9457, Loss: 0.0437 Epoch 29 Batch 404/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9403, Loss: 0.0371 Epoch 29 Batch 405/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9364, Loss: 0.0386 Epoch 29 Batch 406/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9368, Loss: 0.0284 Epoch 29 Batch 407/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9400, Loss: 0.0374 Epoch 29 Batch 408/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9400, Loss: 0.0353 Epoch 29 Batch 409/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9354, Loss: 0.0387 Epoch 29 Batch 410/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9332, Loss: 0.0426 Epoch 29 Batch 411/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9325, Loss: 0.0344 Epoch 29 Batch 412/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9322, Loss: 0.0259 Epoch 29 Batch 413/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9322, Loss: 0.0274 Epoch 29 Batch 414/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9297, Loss: 0.0300 Epoch 29 Batch 415/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9325, Loss: 0.0356 Epoch 29 Batch 416/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9325, Loss: 0.0255 Epoch 29 Batch 417/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9283, Loss: 0.0433 Epoch 29 Batch 418/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9286, Loss: 0.0334 Epoch 29 Batch 419/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9357, Loss: 0.0260 Epoch 29 Batch 420/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9244, Loss: 0.0243 Epoch 29 Batch 421/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9315, Loss: 0.0560 Epoch 29 Batch 422/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9368, Loss: 0.0268 Epoch 29 Batch 423/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9339, Loss: 0.0348 Epoch 29 Batch 424/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9357, Loss: 0.0307 Epoch 29 Batch 425/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9425, Loss: 0.0299 Epoch 29 Batch 426/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9332, Loss: 0.0384 Epoch 29 Batch 427/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9311, Loss: 0.0283 Epoch 29 Batch 428/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9361, Loss: 0.0322 Epoch 29 Batch 429/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9276, Loss: 0.0284 Epoch 29 Batch 430/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9300, Loss: 0.0235 Epoch 29 Batch 431/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9240, Loss: 0.0229 Epoch 29 Batch 432/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9268, Loss: 0.0324 Epoch 29 Batch 433/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9251, Loss: 0.0325 Epoch 29 Batch 434/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9265, Loss: 0.0290 Epoch 29 Batch 435/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9265, Loss: 0.0379 Epoch 29 Batch 436/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9190, Loss: 0.0331 Epoch 29 Batch 437/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9194, Loss: 0.0250 Epoch 29 Batch 438/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9194, Loss: 0.0273 Epoch 29 Batch 439/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9165, Loss: 0.0322 Epoch 29 Batch 440/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9165, Loss: 0.0355 Epoch 29 Batch 441/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9187, Loss: 0.0292 Epoch 29 Batch 442/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9300, Loss: 0.0372 Epoch 29 Batch 443/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9318, Loss: 0.0276 Epoch 29 Batch 444/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9318, Loss: 0.0329 Epoch 29 Batch 445/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9300, Loss: 0.0391 Epoch 29 Batch 446/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9244, Loss: 0.0222 Epoch 29 Batch 447/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9311, Loss: 0.0300 Epoch 29 Batch 448/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9311, Loss: 0.0339 Epoch 29 Batch 449/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9290, Loss: 0.0376 Epoch 29 Batch 450/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9155, Loss: 0.0329 Epoch 29 Batch 451/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9080, Loss: 0.0263 Epoch 29 Batch 452/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9148, Loss: 0.0243 Epoch 29 Batch 453/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9176, Loss: 0.0329 Epoch 29 Batch 454/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9265, Loss: 0.0404 Epoch 29 Batch 455/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9371, Loss: 0.0302 Epoch 29 Batch 456/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9393, Loss: 0.0336 Epoch 29 Batch 457/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9478, Loss: 0.0254 Epoch 29 Batch 458/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9485, Loss: 0.0341 Epoch 29 Batch 459/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0323 Epoch 29 Batch 460/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9460, Loss: 0.0315 Epoch 29 Batch 461/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9460, Loss: 0.0291 Epoch 29 Batch 462/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9400, Loss: 0.0289 Epoch 29 Batch 463/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9400, Loss: 0.0279 Epoch 29 Batch 464/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9400, Loss: 0.0312 Epoch 29 Batch 465/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9364, Loss: 0.0419 Epoch 29 Batch 466/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9368, Loss: 0.0286 Epoch 29 Batch 467/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9350, Loss: 0.0341 Epoch 29 Batch 468/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9347, Loss: 0.0278 Epoch 29 Batch 469/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9297, Loss: 0.0240 Epoch 29 Batch 470/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9350, Loss: 0.0329 Epoch 29 Batch 471/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9350, Loss: 0.0201 Epoch 29 Batch 472/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9400, Loss: 0.0313 Epoch 29 Batch 473/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9425, Loss: 0.0368 Epoch 29 Batch 474/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9425, Loss: 0.0283 Epoch 29 Batch 475/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9411, Loss: 0.0360 Epoch 29 Batch 476/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0258 Epoch 29 Batch 477/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9411, Loss: 0.0344 Epoch 29 Batch 478/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9446, Loss: 0.0301 Epoch 29 Batch 479/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9450, Loss: 0.0328 Epoch 29 Batch 480/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9329, Loss: 0.0283 Epoch 29 Batch 481/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9318, Loss: 0.0264 Epoch 29 Batch 482/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9254, Loss: 0.0321 Epoch 29 Batch 483/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9318, Loss: 0.0441 Epoch 29 Batch 484/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9201, Loss: 0.0349 Epoch 29 Batch 485/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9244, Loss: 0.0327 Epoch 29 Batch 486/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9325, Loss: 0.0277 Epoch 29 Batch 487/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9258, Loss: 0.0233 Epoch 29 Batch 488/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9304, Loss: 0.0270 Epoch 29 Batch 489/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9435, Loss: 0.0266 Epoch 29 Batch 490/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9457, Loss: 0.0353 Epoch 29 Batch 491/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9407, Loss: 0.0404 Epoch 29 Batch 492/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9407, Loss: 0.0318 Epoch 29 Batch 493/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9411, Loss: 0.0197 Epoch 29 Batch 494/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9389, Loss: 0.0222 Epoch 29 Batch 495/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9425, Loss: 0.0247 Epoch 29 Batch 496/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9450, Loss: 0.0309 Epoch 29 Batch 497/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0334 Epoch 29 Batch 498/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9421, Loss: 0.0317 Epoch 29 Batch 499/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9400, Loss: 0.0271 Epoch 29 Batch 500/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9400, Loss: 0.0237 Epoch 29 Batch 501/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9485, Loss: 0.0272 Epoch 29 Batch 502/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9499, Loss: 0.0325 Epoch 29 Batch 503/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9499, Loss: 0.0252 Epoch 29 Batch 504/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9446, Loss: 0.0290 Epoch 29 Batch 505/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9474, Loss: 0.0219 Epoch 29 Batch 506/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9496, Loss: 0.0361 Epoch 29 Batch 507/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9446, Loss: 0.0318 Epoch 29 Batch 508/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9446, Loss: 0.0262 Epoch 29 Batch 509/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9396, Loss: 0.0326 Epoch 29 Batch 510/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9386, Loss: 0.0256 Epoch 29 Batch 511/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9386, Loss: 0.0322 Epoch 29 Batch 512/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9393, Loss: 0.0241 Epoch 29 Batch 513/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9403, Loss: 0.0325 Epoch 29 Batch 514/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9343, Loss: 0.0287 Epoch 29 Batch 515/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9293, Loss: 0.0340 Epoch 29 Batch 516/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9293, Loss: 0.0334 Epoch 29 Batch 517/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9357, Loss: 0.0332 Epoch 29 Batch 518/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9268, Loss: 0.0334 Epoch 29 Batch 519/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9304, Loss: 0.0350 Epoch 29 Batch 520/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9304, Loss: 0.0239 Epoch 29 Batch 521/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9208, Loss: 0.0303 Epoch 29 Batch 522/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9112, Loss: 0.0371 Epoch 29 Batch 523/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9141, Loss: 0.0331 Epoch 29 Batch 524/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9158, Loss: 0.0346 Epoch 29 Batch 525/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9219, Loss: 0.0288 Epoch 29 Batch 526/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9272, Loss: 0.0257 Epoch 29 Batch 527/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9300, Loss: 0.0300 Epoch 29 Batch 528/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9343, Loss: 0.0312 Epoch 29 Batch 529/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9379, Loss: 0.0359 Epoch 29 Batch 530/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9411, Loss: 0.0371 Epoch 29 Batch 531/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9386, Loss: 0.0308 Epoch 29 Batch 532/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9382, Loss: 0.0378 Epoch 29 Batch 533/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9322, Loss: 0.0271 Epoch 29 Batch 534/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9322, Loss: 0.0354 Epoch 29 Batch 535/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9297, Loss: 0.0321 Epoch 29 Batch 536/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9347, Loss: 0.0380 Epoch 29 Batch 537/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9350, Loss: 0.0267 Epoch 29 Batch 538/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9403, Loss: 0.0264 Epoch 29 Batch 539/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9400, Loss: 0.0369 Epoch 29 Batch 540/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9496, Loss: 0.0226 Epoch 29 Batch 541/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9503, Loss: 0.0310 Epoch 29 Batch 542/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9499, Loss: 0.0320 Epoch 29 Batch 543/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9503, Loss: 0.0313 Epoch 29 Batch 544/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9357, Loss: 0.0158 Epoch 29 Batch 545/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9286, Loss: 0.0316 Epoch 29 Batch 546/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9286, Loss: 0.0311 Epoch 29 Batch 547/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9297, Loss: 0.0249 Epoch 29 Batch 548/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9297, Loss: 0.0394 Epoch 29 Batch 549/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9308, Loss: 0.0378 Epoch 29 Batch 550/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9190, Loss: 0.0288 Epoch 29 Batch 551/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9254, Loss: 0.0360 Epoch 29 Batch 552/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9258, Loss: 0.0367 Epoch 29 Batch 553/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9254, Loss: 0.0370 Epoch 29 Batch 554/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9279, Loss: 0.0290 Epoch 29 Batch 555/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9279, Loss: 0.0279 Epoch 29 Batch 556/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9208, Loss: 0.0241 Epoch 29 Batch 557/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9205, Loss: 0.0269 Epoch 29 Batch 558/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9261, Loss: 0.0222 Epoch 29 Batch 559/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9258, Loss: 0.0316 Epoch 29 Batch 560/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9286, Loss: 0.0346 Epoch 29 Batch 561/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9290, Loss: 0.0326 Epoch 29 Batch 562/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9290, Loss: 0.0275 Epoch 29 Batch 563/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9240, Loss: 0.0326 Epoch 29 Batch 564/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9240, Loss: 0.0379 Epoch 29 Batch 565/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9286, Loss: 0.0389 Epoch 29 Batch 566/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9315, Loss: 0.0355 Epoch 29 Batch 567/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9336, Loss: 0.0304 Epoch 29 Batch 568/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9357, Loss: 0.0285 Epoch 29 Batch 569/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9354, Loss: 0.0343 Epoch 29 Batch 570/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9396, Loss: 0.0439 Epoch 29 Batch 571/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9450, Loss: 0.0260 Epoch 29 Batch 572/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0309 Epoch 29 Batch 573/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9400, Loss: 0.0485 Epoch 29 Batch 574/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9485, Loss: 0.0323 Epoch 29 Batch 575/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9535, Loss: 0.0251 Epoch 29 Batch 576/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9506, Loss: 0.0261 Epoch 29 Batch 577/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9499, Loss: 0.0292 Epoch 29 Batch 578/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9478, Loss: 0.0294 Epoch 29 Batch 579/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9506, Loss: 0.0300 Epoch 29 Batch 580/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9553, Loss: 0.0228 Epoch 29 Batch 581/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0228 Epoch 29 Batch 582/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0281 Epoch 29 Batch 583/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9570, Loss: 0.0360 Epoch 29 Batch 584/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9524, Loss: 0.0344 Epoch 29 Batch 585/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9521, Loss: 0.0229 Epoch 29 Batch 586/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9567, Loss: 0.0261 Epoch 29 Batch 587/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9567, Loss: 0.0286 Epoch 29 Batch 588/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9570, Loss: 0.0284 Epoch 29 Batch 589/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9521, Loss: 0.0249 Epoch 29 Batch 590/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9471, Loss: 0.0310 Epoch 29 Batch 591/1077 - Train Accuracy: 0.9425, Validation Accuracy: 0.9471, Loss: 0.0300 Epoch 29 Batch 592/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9478, Loss: 0.0322 Epoch 29 Batch 593/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9425, Loss: 0.0483 Epoch 29 Batch 594/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9421, Loss: 0.0391 Epoch 29 Batch 595/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9375, Loss: 0.0287 Epoch 29 Batch 596/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9393, Loss: 0.0305 Epoch 29 Batch 597/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9435, Loss: 0.0271 Epoch 29 Batch 598/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9382, Loss: 0.0335 Epoch 29 Batch 599/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9272, Loss: 0.0497 Epoch 29 Batch 600/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9276, Loss: 0.0371 Epoch 29 Batch 601/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9229, Loss: 0.0336 Epoch 29 Batch 602/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9279, Loss: 0.0295 Epoch 29 Batch 603/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9350, Loss: 0.0327 Epoch 29 Batch 604/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9332, Loss: 0.0484 Epoch 29 Batch 605/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9332, Loss: 0.0371 Epoch 29 Batch 606/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9308, Loss: 0.0254 Epoch 29 Batch 607/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9276, Loss: 0.0370 Epoch 29 Batch 608/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9325, Loss: 0.0354 Epoch 29 Batch 609/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9283, Loss: 0.0361 Epoch 29 Batch 610/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9293, Loss: 0.0392 Epoch 29 Batch 611/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9293, Loss: 0.0330 Epoch 29 Batch 612/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9137, Loss: 0.0240 Epoch 29 Batch 613/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9169, Loss: 0.0335 Epoch 29 Batch 614/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9173, Loss: 0.0333 Epoch 29 Batch 615/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9173, Loss: 0.0262 Epoch 29 Batch 616/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9268, Loss: 0.0309 Epoch 29 Batch 617/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9407, Loss: 0.0277 Epoch 29 Batch 618/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9446, Loss: 0.0353 Epoch 29 Batch 619/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9446, Loss: 0.0244 Epoch 29 Batch 620/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0248 Epoch 29 Batch 621/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9521, Loss: 0.0361 Epoch 29 Batch 622/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9375, Loss: 0.0420 Epoch 29 Batch 623/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9325, Loss: 0.0401 Epoch 29 Batch 624/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9300, Loss: 0.0348 Epoch 29 Batch 625/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9350, Loss: 0.0301 Epoch 29 Batch 626/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9347, Loss: 0.0286 Epoch 29 Batch 627/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9293, Loss: 0.0314 Epoch 29 Batch 628/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9347, Loss: 0.0339 Epoch 29 Batch 629/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9347, Loss: 0.0296 Epoch 29 Batch 630/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9389, Loss: 0.0300 Epoch 29 Batch 631/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9382, Loss: 0.0355 Epoch 29 Batch 632/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9258, Loss: 0.0247 Epoch 29 Batch 633/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9258, Loss: 0.0314 Epoch 29 Batch 634/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9315, Loss: 0.0236 Epoch 29 Batch 635/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9439, Loss: 0.0369 Epoch 29 Batch 636/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9439, Loss: 0.0292 Epoch 29 Batch 637/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9442, Loss: 0.0287 Epoch 29 Batch 638/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9325, Loss: 0.0257 Epoch 29 Batch 639/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9322, Loss: 0.0347 Epoch 29 Batch 640/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9368, Loss: 0.0239 Epoch 29 Batch 641/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9368, Loss: 0.0304 Epoch 29 Batch 642/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9389, Loss: 0.0276 Epoch 29 Batch 643/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9364, Loss: 0.0231 Epoch 29 Batch 644/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9411, Loss: 0.0286 Epoch 29 Batch 645/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9364, Loss: 0.0322 Epoch 29 Batch 646/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9361, Loss: 0.0250 Epoch 29 Batch 647/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9350, Loss: 0.0368 Epoch 29 Batch 648/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9233, Loss: 0.0246 Epoch 29 Batch 649/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9233, Loss: 0.0331 Epoch 29 Batch 650/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9254, Loss: 0.0278 Epoch 29 Batch 651/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9158, Loss: 0.0265 Epoch 29 Batch 652/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9165, Loss: 0.0307 Epoch 29 Batch 653/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9229, Loss: 0.0349 Epoch 29 Batch 654/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9208, Loss: 0.0319 Epoch 29 Batch 655/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9208, Loss: 0.0474 Epoch 29 Batch 656/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9308, Loss: 0.0279 Epoch 29 Batch 657/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9354, Loss: 0.0375 Epoch 29 Batch 658/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9290, Loss: 0.0210 Epoch 29 Batch 659/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9254, Loss: 0.0314 Epoch 29 Batch 660/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9258, Loss: 0.0233 Epoch 29 Batch 661/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9183, Loss: 0.0334 Epoch 29 Batch 662/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9311, Loss: 0.0324 Epoch 29 Batch 663/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9357, Loss: 0.0272 Epoch 29 Batch 664/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9503, Loss: 0.0305 Epoch 29 Batch 665/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9361, Loss: 0.0228 Epoch 29 Batch 666/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9261, Loss: 0.0319 Epoch 29 Batch 667/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9265, Loss: 0.0329 Epoch 29 Batch 668/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9315, Loss: 0.0286 Epoch 29 Batch 669/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9300, Loss: 0.0253 Epoch 29 Batch 670/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9396, Loss: 0.0267 Epoch 29 Batch 671/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9425, Loss: 0.0312 Epoch 29 Batch 672/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9375, Loss: 0.0265 Epoch 29 Batch 673/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9354, Loss: 0.0376 Epoch 29 Batch 674/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9350, Loss: 0.0292 Epoch 29 Batch 675/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9311, Loss: 0.0320 Epoch 29 Batch 676/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9261, Loss: 0.0272 Epoch 29 Batch 677/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9411, Loss: 0.0375 Epoch 29 Batch 678/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9361, Loss: 0.0244 Epoch 29 Batch 679/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9315, Loss: 0.0280 Epoch 29 Batch 680/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9364, Loss: 0.0342 Epoch 29 Batch 681/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9361, Loss: 0.0258 Epoch 29 Batch 682/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9361, Loss: 0.0279 Epoch 29 Batch 683/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9311, Loss: 0.0260 Epoch 29 Batch 684/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9293, Loss: 0.0266 Epoch 29 Batch 685/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9336, Loss: 0.0381 Epoch 29 Batch 686/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9286, Loss: 0.0254 Epoch 29 Batch 687/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9325, Loss: 0.0339 Epoch 29 Batch 688/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9329, Loss: 0.0242 Epoch 29 Batch 689/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9329, Loss: 0.0197 Epoch 29 Batch 690/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9283, Loss: 0.0340 Epoch 29 Batch 691/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9332, Loss: 0.0365 Epoch 29 Batch 692/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9336, Loss: 0.0267 Epoch 29 Batch 693/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9389, Loss: 0.0463 Epoch 29 Batch 694/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9485, Loss: 0.0324 Epoch 29 Batch 695/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9439, Loss: 0.0313 Epoch 29 Batch 696/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9389, Loss: 0.0284 Epoch 29 Batch 697/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9389, Loss: 0.0277 Epoch 29 Batch 698/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9389, Loss: 0.0285 Epoch 29 Batch 699/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9425, Loss: 0.0273 Epoch 29 Batch 700/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9357, Loss: 0.0260 Epoch 29 Batch 701/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9403, Loss: 0.0323 Epoch 29 Batch 702/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9450, Loss: 0.0429 Epoch 29 Batch 703/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9450, Loss: 0.0337 Epoch 29 Batch 704/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9407, Loss: 0.0361 Epoch 29 Batch 705/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9478, Loss: 0.0337 Epoch 29 Batch 706/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9432, Loss: 0.0453 Epoch 29 Batch 707/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9336, Loss: 0.0325 Epoch 29 Batch 708/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9411, Loss: 0.0286 Epoch 29 Batch 709/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9407, Loss: 0.0390 Epoch 29 Batch 710/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9418, Loss: 0.0192 Epoch 29 Batch 711/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9368, Loss: 0.0391 Epoch 29 Batch 712/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9368, Loss: 0.0233 Epoch 29 Batch 713/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9389, Loss: 0.0245 Epoch 29 Batch 714/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9389, Loss: 0.0290 Epoch 29 Batch 715/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9414, Loss: 0.0347 Epoch 29 Batch 716/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9315, Loss: 0.0278 Epoch 29 Batch 717/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9276, Loss: 0.0276 Epoch 29 Batch 718/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9279, Loss: 0.0287 Epoch 29 Batch 719/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9244, Loss: 0.0314 Epoch 29 Batch 720/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9247, Loss: 0.0311 Epoch 29 Batch 721/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9229, Loss: 0.0315 Epoch 29 Batch 722/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9354, Loss: 0.0247 Epoch 29 Batch 723/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9283, Loss: 0.0331 Epoch 29 Batch 724/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9325, Loss: 0.0357 Epoch 29 Batch 725/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9332, Loss: 0.0229 Epoch 29 Batch 726/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9332, Loss: 0.0283 Epoch 29 Batch 727/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9361, Loss: 0.0237 Epoch 29 Batch 728/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9389, Loss: 0.0387 Epoch 29 Batch 729/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9336, Loss: 0.0412 Epoch 29 Batch 730/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9450, Loss: 0.0378 Epoch 29 Batch 731/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9400, Loss: 0.0289 Epoch 29 Batch 732/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9400, Loss: 0.0319 Epoch 29 Batch 733/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9450, Loss: 0.0307 Epoch 29 Batch 734/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9446, Loss: 0.0258 Epoch 29 Batch 735/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9450, Loss: 0.0221 Epoch 29 Batch 736/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9450, Loss: 0.0267 Epoch 29 Batch 737/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9403, Loss: 0.0345 Epoch 29 Batch 738/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9403, Loss: 0.0193 Epoch 29 Batch 739/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9403, Loss: 0.0269 Epoch 29 Batch 740/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9354, Loss: 0.0214 Epoch 29 Batch 741/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9272, Loss: 0.0343 Epoch 29 Batch 742/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9332, Loss: 0.0279 Epoch 29 Batch 743/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9414, Loss: 0.0290 Epoch 29 Batch 744/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9411, Loss: 0.0305 Epoch 29 Batch 745/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9361, Loss: 0.0321 Epoch 29 Batch 746/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9371, Loss: 0.0267 Epoch 29 Batch 747/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9371, Loss: 0.0219 Epoch 29 Batch 748/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9375, Loss: 0.0258 Epoch 29 Batch 749/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9318, Loss: 0.0224 Epoch 29 Batch 750/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9389, Loss: 0.0285 Epoch 29 Batch 751/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9315, Loss: 0.0289 Epoch 29 Batch 752/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9265, Loss: 0.0299 Epoch 29 Batch 753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9311, Loss: 0.0237 Epoch 29 Batch 754/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9272, Loss: 0.0294 Epoch 29 Batch 755/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9276, Loss: 0.0363 Epoch 29 Batch 756/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9325, Loss: 0.0270 Epoch 29 Batch 757/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9446, Loss: 0.0332 Epoch 29 Batch 758/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9510, Loss: 0.0241 Epoch 29 Batch 759/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9464, Loss: 0.0284 Epoch 29 Batch 760/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9453, Loss: 0.0378 Epoch 29 Batch 761/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9506, Loss: 0.0259 Epoch 29 Batch 762/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9460, Loss: 0.0249 Epoch 29 Batch 763/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9332, Loss: 0.0321 Epoch 29 Batch 764/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9379, Loss: 0.0274 Epoch 29 Batch 765/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9478, Loss: 0.0394 Epoch 29 Batch 766/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9545, Loss: 0.0360 Epoch 29 Batch 767/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9389, Loss: 0.0296 Epoch 29 Batch 768/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9418, Loss: 0.0310 Epoch 29 Batch 769/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9407, Loss: 0.0338 Epoch 29 Batch 770/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9407, Loss: 0.0311 Epoch 29 Batch 771/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9368, Loss: 0.0319 Epoch 29 Batch 772/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9368, Loss: 0.0288 Epoch 29 Batch 773/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9411, Loss: 0.0263 Epoch 29 Batch 774/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9418, Loss: 0.0319 Epoch 29 Batch 775/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9492, Loss: 0.0272 Epoch 29 Batch 776/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9542, Loss: 0.0277 Epoch 29 Batch 777/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9471, Loss: 0.0206 Epoch 29 Batch 778/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9471, Loss: 0.0343 Epoch 29 Batch 779/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9478, Loss: 0.0305 Epoch 29 Batch 780/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9499, Loss: 0.0414 Epoch 29 Batch 781/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9467, Loss: 0.0246 Epoch 29 Batch 782/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9499, Loss: 0.0305 Epoch 29 Batch 783/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9407, Loss: 0.0366 Epoch 29 Batch 784/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9364, Loss: 0.0209 Epoch 29 Batch 785/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9244, Loss: 0.0268 Epoch 29 Batch 786/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9268, Loss: 0.0255 Epoch 29 Batch 787/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9265, Loss: 0.0286 Epoch 29 Batch 788/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9279, Loss: 0.0307 Epoch 29 Batch 789/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9283, Loss: 0.0360 Epoch 29 Batch 790/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9357, Loss: 0.0371 Epoch 29 Batch 791/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9304, Loss: 0.0322 Epoch 29 Batch 792/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9308, Loss: 0.0317 Epoch 29 Batch 793/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9354, Loss: 0.0271 Epoch 29 Batch 794/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9375, Loss: 0.0235 Epoch 29 Batch 795/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9379, Loss: 0.0354 Epoch 29 Batch 796/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9407, Loss: 0.0335 Epoch 29 Batch 797/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9485, Loss: 0.0309 Epoch 29 Batch 798/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9478, Loss: 0.0284 Epoch 29 Batch 799/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9450, Loss: 0.0444 Epoch 29 Batch 800/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9450, Loss: 0.0274 Epoch 29 Batch 801/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9435, Loss: 0.0291 Epoch 29 Batch 802/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9386, Loss: 0.0370 Epoch 29 Batch 803/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9393, Loss: 0.0312 Epoch 29 Batch 804/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9393, Loss: 0.0244 Epoch 29 Batch 805/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9283, Loss: 0.0310 Epoch 29 Batch 806/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9300, Loss: 0.0244 Epoch 29 Batch 807/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9322, Loss: 0.0257 Epoch 29 Batch 808/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9322, Loss: 0.0437 Epoch 29 Batch 809/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9375, Loss: 0.0492 Epoch 29 Batch 810/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9375, Loss: 0.0259 Epoch 29 Batch 811/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9375, Loss: 0.0343 Epoch 29 Batch 812/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9457, Loss: 0.0296 Epoch 29 Batch 813/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9506, Loss: 0.0302 Epoch 29 Batch 814/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9471, Loss: 0.0357 Epoch 29 Batch 815/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9467, Loss: 0.0365 Epoch 29 Batch 816/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9510, Loss: 0.0251 Epoch 29 Batch 817/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0331 Epoch 29 Batch 818/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9389, Loss: 0.0309 Epoch 29 Batch 819/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9389, Loss: 0.0310 Epoch 29 Batch 820/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9425, Loss: 0.0287 Epoch 29 Batch 821/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9421, Loss: 0.0311 Epoch 29 Batch 822/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0267 Epoch 29 Batch 823/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9396, Loss: 0.0296 Epoch 29 Batch 824/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9496, Loss: 0.0317 Epoch 29 Batch 825/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9538, Loss: 0.0246 Epoch 29 Batch 826/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9538, Loss: 0.0251 Epoch 29 Batch 827/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9503, Loss: 0.0319 Epoch 29 Batch 828/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9503, Loss: 0.0276 Epoch 29 Batch 829/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9503, Loss: 0.0367 Epoch 29 Batch 830/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9482, Loss: 0.0370 Epoch 29 Batch 831/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9496, Loss: 0.0298 Epoch 29 Batch 832/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9513, Loss: 0.0279 Epoch 29 Batch 833/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9510, Loss: 0.0350 Epoch 29 Batch 834/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9506, Loss: 0.0305 Epoch 29 Batch 835/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9478, Loss: 0.0327 Epoch 29 Batch 836/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9510, Loss: 0.0273 Epoch 29 Batch 837/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9460, Loss: 0.0370 Epoch 29 Batch 838/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0312 Epoch 29 Batch 839/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9478, Loss: 0.0229 Epoch 29 Batch 840/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9588, Loss: 0.0326 Epoch 29 Batch 841/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9489, Loss: 0.0452 Epoch 29 Batch 842/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9496, Loss: 0.0247 Epoch 29 Batch 843/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9503, Loss: 0.0282 Epoch 29 Batch 844/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9531, Loss: 0.0256 Epoch 29 Batch 845/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9510, Loss: 0.0264 Epoch 29 Batch 846/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9510, Loss: 0.0407 Epoch 29 Batch 847/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9482, Loss: 0.0334 Epoch 29 Batch 848/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9432, Loss: 0.0295 Epoch 29 Batch 849/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9382, Loss: 0.0265 Epoch 29 Batch 850/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9375, Loss: 0.0457 Epoch 29 Batch 851/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9400, Loss: 0.0359 Epoch 29 Batch 852/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9396, Loss: 0.0486 Epoch 29 Batch 853/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9350, Loss: 0.0346 Epoch 29 Batch 854/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9350, Loss: 0.0350 Epoch 29 Batch 855/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9347, Loss: 0.0391 Epoch 29 Batch 856/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9297, Loss: 0.0340 Epoch 29 Batch 857/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9339, Loss: 0.0240 Epoch 29 Batch 858/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9339, Loss: 0.0267 Epoch 29 Batch 859/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9389, Loss: 0.0266 Epoch 29 Batch 860/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9492, Loss: 0.0315 Epoch 29 Batch 861/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9492, Loss: 0.0291 Epoch 29 Batch 862/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9432, Loss: 0.0314 Epoch 29 Batch 863/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9432, Loss: 0.0261 Epoch 29 Batch 864/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9379, Loss: 0.0296 Epoch 29 Batch 865/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9350, Loss: 0.0260 Epoch 29 Batch 866/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9354, Loss: 0.0338 Epoch 29 Batch 867/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9308, Loss: 0.0764 Epoch 29 Batch 868/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9403, Loss: 0.0330 Epoch 29 Batch 869/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9354, Loss: 0.0318 Epoch 29 Batch 870/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9400, Loss: 0.0264 Epoch 29 Batch 871/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9446, Loss: 0.0269 Epoch 29 Batch 872/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9400, Loss: 0.0273 Epoch 29 Batch 873/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9450, Loss: 0.0318 Epoch 29 Batch 874/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9407, Loss: 0.0331 Epoch 29 Batch 875/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9453, Loss: 0.0261 Epoch 29 Batch 876/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9411, Loss: 0.0253 Epoch 29 Batch 877/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9439, Loss: 0.0284 Epoch 29 Batch 878/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9439, Loss: 0.0247 Epoch 29 Batch 879/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9439, Loss: 0.0222 Epoch 29 Batch 880/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9435, Loss: 0.0378 Epoch 29 Batch 881/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9386, Loss: 0.0329 Epoch 29 Batch 882/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9386, Loss: 0.0293 Epoch 29 Batch 883/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9435, Loss: 0.0424 Epoch 29 Batch 884/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9432, Loss: 0.0325 Epoch 29 Batch 885/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9432, Loss: 0.0194 Epoch 29 Batch 886/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0306 Epoch 29 Batch 887/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9457, Loss: 0.0345 Epoch 29 Batch 888/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9474, Loss: 0.0299 Epoch 29 Batch 889/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0300 Epoch 29 Batch 890/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9478, Loss: 0.0338 Epoch 29 Batch 891/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9428, Loss: 0.0267 Epoch 29 Batch 892/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9421, Loss: 0.0282 Epoch 29 Batch 893/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9425, Loss: 0.0289 Epoch 29 Batch 894/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9403, Loss: 0.0240 Epoch 29 Batch 895/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9286, Loss: 0.0254 Epoch 29 Batch 896/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9187, Loss: 0.0314 Epoch 29 Batch 897/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9187, Loss: 0.0249 Epoch 29 Batch 898/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9297, Loss: 0.0274 Epoch 29 Batch 899/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9304, Loss: 0.0340 Epoch 29 Batch 900/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9357, Loss: 0.0308 Epoch 29 Batch 901/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9400, Loss: 0.0416 Epoch 29 Batch 902/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9400, Loss: 0.0358 Epoch 29 Batch 903/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9450, Loss: 0.0294 Epoch 29 Batch 904/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9428, Loss: 0.0270 Epoch 29 Batch 905/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9382, Loss: 0.0266 Epoch 29 Batch 906/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9371, Loss: 0.0275 Epoch 29 Batch 907/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9375, Loss: 0.0298 Epoch 29 Batch 908/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9371, Loss: 0.0329 Epoch 29 Batch 909/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9375, Loss: 0.0398 Epoch 29 Batch 910/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9421, Loss: 0.0343 Epoch 29 Batch 911/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9471, Loss: 0.0414 Epoch 29 Batch 912/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9471, Loss: 0.0275 Epoch 29 Batch 913/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9432, Loss: 0.0376 Epoch 29 Batch 914/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9446, Loss: 0.0654 Epoch 29 Batch 915/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9446, Loss: 0.0290 Epoch 29 Batch 916/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9492, Loss: 0.0353 Epoch 29 Batch 917/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9595, Loss: 0.0299 Epoch 29 Batch 918/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9599, Loss: 0.0259 Epoch 29 Batch 919/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9595, Loss: 0.0233 Epoch 29 Batch 920/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9553, Loss: 0.0262 Epoch 29 Batch 921/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9403, Loss: 0.0355 Epoch 29 Batch 922/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9460, Loss: 0.0294 Epoch 29 Batch 923/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9457, Loss: 0.0223 Epoch 29 Batch 924/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9407, Loss: 0.0410 Epoch 29 Batch 925/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9379, Loss: 0.0229 Epoch 29 Batch 926/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9400, Loss: 0.0371 Epoch 29 Batch 927/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9435, Loss: 0.0372 Epoch 29 Batch 928/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9453, Loss: 0.0296 Epoch 29 Batch 929/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9446, Loss: 0.0248 Epoch 29 Batch 930/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9450, Loss: 0.0228 Epoch 29 Batch 931/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9386, Loss: 0.0309 Epoch 29 Batch 932/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9361, Loss: 0.0263 Epoch 29 Batch 933/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9322, Loss: 0.0272 Epoch 29 Batch 934/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9325, Loss: 0.0264 Epoch 29 Batch 935/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9435, Loss: 0.0297 Epoch 29 Batch 936/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9350, Loss: 0.0358 Epoch 29 Batch 937/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9347, Loss: 0.0455 Epoch 29 Batch 938/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9425, Loss: 0.0354 Epoch 29 Batch 939/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9478, Loss: 0.0323 Epoch 29 Batch 940/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9450, Loss: 0.0281 Epoch 29 Batch 941/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9499, Loss: 0.0259 Epoch 29 Batch 942/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9428, Loss: 0.0352 Epoch 29 Batch 943/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9407, Loss: 0.0284 Epoch 29 Batch 944/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9457, Loss: 0.0293 Epoch 29 Batch 945/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9442, Loss: 0.0232 Epoch 29 Batch 946/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9442, Loss: 0.0208 Epoch 29 Batch 947/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9442, Loss: 0.0382 Epoch 29 Batch 948/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9460, Loss: 0.0307 Epoch 29 Batch 949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9336, Loss: 0.0214 Epoch 29 Batch 950/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9368, Loss: 0.0254 Epoch 29 Batch 951/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9435, Loss: 0.0331 Epoch 29 Batch 952/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9375, Loss: 0.0231 Epoch 29 Batch 953/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9435, Loss: 0.0244 Epoch 29 Batch 954/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9435, Loss: 0.0358 Epoch 29 Batch 955/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9478, Loss: 0.0362 Epoch 29 Batch 956/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9432, Loss: 0.0323 Epoch 29 Batch 957/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9432, Loss: 0.0191 Epoch 29 Batch 958/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9379, Loss: 0.0313 Epoch 29 Batch 959/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9332, Loss: 0.0324 Epoch 29 Batch 960/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9304, Loss: 0.0273 Epoch 29 Batch 961/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9265, Loss: 0.0215 Epoch 29 Batch 962/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9336, Loss: 0.0335 Epoch 29 Batch 963/1077 - Train Accuracy: 0.9614, Validation Accuracy: 0.9339, Loss: 0.0372 Epoch 29 Batch 964/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9339, Loss: 0.0236 Epoch 29 Batch 965/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9339, Loss: 0.0394 Epoch 29 Batch 966/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9343, Loss: 0.0273 Epoch 29 Batch 967/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9411, Loss: 0.0369 Epoch 29 Batch 968/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9322, Loss: 0.0336 Epoch 29 Batch 969/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9343, Loss: 0.0382 Epoch 29 Batch 970/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9368, Loss: 0.0318 Epoch 29 Batch 971/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9350, Loss: 0.0352 Epoch 29 Batch 972/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9357, Loss: 0.0374 Epoch 29 Batch 973/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9308, Loss: 0.0222 Epoch 29 Batch 974/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9361, Loss: 0.0225 Epoch 29 Batch 975/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9368, Loss: 0.0287 Epoch 29 Batch 976/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9368, Loss: 0.0250 Epoch 29 Batch 977/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9254, Loss: 0.0211 Epoch 29 Batch 978/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9300, Loss: 0.0297 Epoch 29 Batch 979/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9300, Loss: 0.0257 Epoch 29 Batch 980/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9350, Loss: 0.0310 Epoch 29 Batch 981/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9300, Loss: 0.0309 Epoch 29 Batch 982/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9343, Loss: 0.0344 Epoch 29 Batch 983/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9414, Loss: 0.0262 Epoch 29 Batch 984/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9336, Loss: 0.0337 Epoch 29 Batch 985/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9332, Loss: 0.0253 Epoch 29 Batch 986/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9350, Loss: 0.0298 Epoch 29 Batch 987/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9347, Loss: 0.0270 Epoch 29 Batch 988/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9350, Loss: 0.0331 Epoch 29 Batch 989/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9400, Loss: 0.0319 Epoch 29 Batch 990/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9400, Loss: 0.0349 Epoch 29 Batch 991/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9450, Loss: 0.0267 Epoch 29 Batch 992/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9368, Loss: 0.0322 Epoch 29 Batch 993/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9322, Loss: 0.0226 Epoch 29 Batch 994/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9354, Loss: 0.0248 Epoch 29 Batch 995/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9357, Loss: 0.0276 Epoch 29 Batch 996/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9382, Loss: 0.0289 Epoch 29 Batch 997/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9379, Loss: 0.0299 Epoch 29 Batch 998/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0244 Epoch 29 Batch 999/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9421, Loss: 0.0349 Epoch 29 Batch 1000/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9421, Loss: 0.0325 Epoch 29 Batch 1001/1077 - Train Accuracy: 0.9393, Validation Accuracy: 0.9371, Loss: 0.0243 Epoch 29 Batch 1002/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9364, Loss: 0.0209 Epoch 29 Batch 1003/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9364, Loss: 0.0298 Epoch 29 Batch 1004/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9315, Loss: 0.0269 Epoch 29 Batch 1005/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9315, Loss: 0.0291 Epoch 29 Batch 1006/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9364, Loss: 0.0279 Epoch 29 Batch 1007/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9425, Loss: 0.0254 Epoch 29 Batch 1008/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9379, Loss: 0.0308 Epoch 29 Batch 1009/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9428, Loss: 0.0209 Epoch 29 Batch 1010/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9350, Loss: 0.0262 Epoch 29 Batch 1011/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9350, Loss: 0.0280 Epoch 29 Batch 1012/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9400, Loss: 0.0212 Epoch 29 Batch 1013/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9329, Loss: 0.0196 Epoch 29 Batch 1014/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9329, Loss: 0.0261 Epoch 29 Batch 1015/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9371, Loss: 0.0364 Epoch 29 Batch 1016/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9318, Loss: 0.0269 Epoch 29 Batch 1017/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9318, Loss: 0.0283 Epoch 29 Batch 1018/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9315, Loss: 0.0368 Epoch 29 Batch 1019/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9315, Loss: 0.0369 Epoch 29 Batch 1020/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9361, Loss: 0.0249 Epoch 29 Batch 1021/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9268, Loss: 0.0305 Epoch 29 Batch 1022/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9268, Loss: 0.0233 Epoch 29 Batch 1023/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9361, Loss: 0.0316 Epoch 29 Batch 1024/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9386, Loss: 0.0350 Epoch 29 Batch 1025/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9272, Loss: 0.0272 Epoch 29 Batch 1026/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9272, Loss: 0.0329 Epoch 29 Batch 1027/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9176, Loss: 0.0301 Epoch 29 Batch 1028/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9183, Loss: 0.0304 Epoch 29 Batch 1029/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9272, Loss: 0.0244 Epoch 29 Batch 1030/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9272, Loss: 0.0240 Epoch 29 Batch 1031/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9240, Loss: 0.0324 Epoch 29 Batch 1032/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9300, Loss: 0.0300 Epoch 29 Batch 1033/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9343, Loss: 0.0345 Epoch 29 Batch 1034/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9343, Loss: 0.0278 Epoch 29 Batch 1035/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9318, Loss: 0.0220 Epoch 29 Batch 1036/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9318, Loss: 0.0444 Epoch 29 Batch 1037/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9460, Loss: 0.0316 Epoch 29 Batch 1038/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9293, Loss: 0.0385 Epoch 29 Batch 1039/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9290, Loss: 0.0243 Epoch 29 Batch 1040/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9290, Loss: 0.0280 Epoch 29 Batch 1041/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9293, Loss: 0.0328 Epoch 29 Batch 1042/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9297, Loss: 0.0279 Epoch 29 Batch 1043/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9325, Loss: 0.0441 Epoch 29 Batch 1044/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9382, Loss: 0.0338 Epoch 29 Batch 1045/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9347, Loss: 0.0293 Epoch 29 Batch 1046/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9297, Loss: 0.0215 Epoch 29 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9268, Loss: 0.0239 Epoch 29 Batch 1048/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9222, Loss: 0.0333 Epoch 29 Batch 1049/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9222, Loss: 0.0331 Epoch 29 Batch 1050/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9268, Loss: 0.0217 Epoch 29 Batch 1051/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9308, Loss: 0.0379 Epoch 29 Batch 1052/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9364, Loss: 0.0226 Epoch 29 Batch 1053/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9357, Loss: 0.0326 Epoch 29 Batch 1054/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9446, Loss: 0.0291 Epoch 29 Batch 1055/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9442, Loss: 0.0352 Epoch 29 Batch 1056/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9421, Loss: 0.0260 Epoch 29 Batch 1057/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9421, Loss: 0.0319 Epoch 29 Batch 1058/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9425, Loss: 0.0340 Epoch 29 Batch 1059/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9389, Loss: 0.0325 Epoch 29 Batch 1060/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9411, Loss: 0.0255 Epoch 29 Batch 1061/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9411, Loss: 0.0436 Epoch 29 Batch 1062/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9411, Loss: 0.0380 Epoch 29 Batch 1063/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9386, Loss: 0.0308 Epoch 29 Batch 1064/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9382, Loss: 0.0298 Epoch 29 Batch 1065/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0340 Epoch 29 Batch 1066/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9474, Loss: 0.0229 Epoch 29 Batch 1067/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9474, Loss: 0.0324 Epoch 29 Batch 1068/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9474, Loss: 0.0207 Epoch 29 Batch 1069/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9425, Loss: 0.0227 Epoch 29 Batch 1070/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9450, Loss: 0.0307 Epoch 29 Batch 1071/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9432, Loss: 0.0306 Epoch 29 Batch 1072/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9432, Loss: 0.0291 Epoch 29 Batch 1073/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9439, Loss: 0.0306 Epoch 29 Batch 1074/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9439, Loss: 0.0380 Epoch 29 Batch 1075/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9435, Loss: 0.0328 Epoch 30 Batch 1/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9386, Loss: 0.0236 Epoch 30 Batch 2/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9386, Loss: 0.0335 Epoch 30 Batch 3/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9439, Loss: 0.0368 Epoch 30 Batch 4/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9407, Loss: 0.0296 Epoch 30 Batch 5/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9411, Loss: 0.0450 Epoch 30 Batch 6/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9411, Loss: 0.0260 Epoch 30 Batch 7/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9407, Loss: 0.0254 Epoch 30 Batch 8/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9400, Loss: 0.0276 Epoch 30 Batch 9/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9343, Loss: 0.0294 Epoch 30 Batch 10/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9339, Loss: 0.0300 Epoch 30 Batch 11/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9368, Loss: 0.0367 Epoch 30 Batch 12/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9361, Loss: 0.0242 Epoch 30 Batch 13/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9382, Loss: 0.0438 Epoch 30 Batch 14/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9446, Loss: 0.0251 Epoch 30 Batch 15/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0258 Epoch 30 Batch 16/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9396, Loss: 0.0286 Epoch 30 Batch 17/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9453, Loss: 0.0267 Epoch 30 Batch 18/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9403, Loss: 0.0312 Epoch 30 Batch 19/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9382, Loss: 0.0263 Epoch 30 Batch 20/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9432, Loss: 0.0289 Epoch 30 Batch 21/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9389, Loss: 0.0331 Epoch 30 Batch 22/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9261, Loss: 0.0316 Epoch 30 Batch 23/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9268, Loss: 0.0227 Epoch 30 Batch 24/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9265, Loss: 0.0334 Epoch 30 Batch 25/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9265, Loss: 0.0203 Epoch 30 Batch 26/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9268, Loss: 0.0366 Epoch 30 Batch 27/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9364, Loss: 0.0213 Epoch 30 Batch 28/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9407, Loss: 0.0286 Epoch 30 Batch 29/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9428, Loss: 0.0335 Epoch 30 Batch 30/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9471, Loss: 0.0298 Epoch 30 Batch 31/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9432, Loss: 0.0270 Epoch 30 Batch 32/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9482, Loss: 0.0245 Epoch 30 Batch 33/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9325, Loss: 0.0237 Epoch 30 Batch 34/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9325, Loss: 0.0277 Epoch 30 Batch 35/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9293, Loss: 0.0311 Epoch 30 Batch 36/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9265, Loss: 0.0279 Epoch 30 Batch 37/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9300, Loss: 0.0267 Epoch 30 Batch 38/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9350, Loss: 0.0388 Epoch 30 Batch 39/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9350, Loss: 0.0387 Epoch 30 Batch 40/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9311, Loss: 0.0237 Epoch 30 Batch 41/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9279, Loss: 0.0214 Epoch 30 Batch 42/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9283, Loss: 0.0361 Epoch 30 Batch 43/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9283, Loss: 0.0199 Epoch 30 Batch 44/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9286, Loss: 0.0211 Epoch 30 Batch 45/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9272, Loss: 0.0316 Epoch 30 Batch 46/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9286, Loss: 0.0378 Epoch 30 Batch 47/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9293, Loss: 0.0286 Epoch 30 Batch 48/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9389, Loss: 0.0388 Epoch 30 Batch 49/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9457, Loss: 0.0383 Epoch 30 Batch 50/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9336, Loss: 0.0304 Epoch 30 Batch 51/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9251, Loss: 0.0304 Epoch 30 Batch 52/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9251, Loss: 0.0393 Epoch 30 Batch 53/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9251, Loss: 0.0285 Epoch 30 Batch 54/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9247, Loss: 0.0503 Epoch 30 Batch 55/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9247, Loss: 0.0276 Epoch 30 Batch 56/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9240, Loss: 0.0240 Epoch 30 Batch 57/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9297, Loss: 0.0346 Epoch 30 Batch 58/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9297, Loss: 0.0307 Epoch 30 Batch 59/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9247, Loss: 0.0292 Epoch 30 Batch 60/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9379, Loss: 0.0204 Epoch 30 Batch 61/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9343, Loss: 0.0337 Epoch 30 Batch 62/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9343, Loss: 0.0350 Epoch 30 Batch 63/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9389, Loss: 0.0260 Epoch 30 Batch 64/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9375, Loss: 0.0293 Epoch 30 Batch 65/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9329, Loss: 0.0265 Epoch 30 Batch 66/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9268, Loss: 0.0187 Epoch 30 Batch 67/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9311, Loss: 0.0270 Epoch 30 Batch 68/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9158, Loss: 0.0397 Epoch 30 Batch 69/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9254, Loss: 0.0410 Epoch 30 Batch 70/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9297, Loss: 0.0358 Epoch 30 Batch 71/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9350, Loss: 0.0218 Epoch 30 Batch 72/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9407, Loss: 0.0290 Epoch 30 Batch 73/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9308, Loss: 0.0294 Epoch 30 Batch 74/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9361, Loss: 0.0307 Epoch 30 Batch 75/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9421, Loss: 0.0435 Epoch 30 Batch 76/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0252 Epoch 30 Batch 77/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9496, Loss: 0.0280 Epoch 30 Batch 78/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9428, Loss: 0.0322 Epoch 30 Batch 79/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9329, Loss: 0.0282 Epoch 30 Batch 80/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9329, Loss: 0.0270 Epoch 30 Batch 81/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9354, Loss: 0.0240 Epoch 30 Batch 82/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9403, Loss: 0.0325 Epoch 30 Batch 83/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9403, Loss: 0.0249 Epoch 30 Batch 84/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9403, Loss: 0.0265 Epoch 30 Batch 85/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9379, Loss: 0.0329 Epoch 30 Batch 86/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9396, Loss: 0.0294 Epoch 30 Batch 87/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9396, Loss: 0.0375 Epoch 30 Batch 88/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9375, Loss: 0.0368 Epoch 30 Batch 89/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9379, Loss: 0.0355 Epoch 30 Batch 90/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9382, Loss: 0.0246 Epoch 30 Batch 91/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9329, Loss: 0.0266 Epoch 30 Batch 92/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9371, Loss: 0.0292 Epoch 30 Batch 93/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9400, Loss: 0.0277 Epoch 30 Batch 94/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9322, Loss: 0.0235 Epoch 30 Batch 95/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9421, Loss: 0.0325 Epoch 30 Batch 96/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9421, Loss: 0.0320 Epoch 30 Batch 97/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9371, Loss: 0.0336 Epoch 30 Batch 98/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9375, Loss: 0.0366 Epoch 30 Batch 99/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9379, Loss: 0.0256 Epoch 30 Batch 100/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9379, Loss: 0.0281 Epoch 30 Batch 101/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9439, Loss: 0.0266 Epoch 30 Batch 102/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9389, Loss: 0.0247 Epoch 30 Batch 103/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9347, Loss: 0.0373 Epoch 30 Batch 104/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9329, Loss: 0.0316 Epoch 30 Batch 105/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9283, Loss: 0.0253 Epoch 30 Batch 106/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9304, Loss: 0.0303 Epoch 30 Batch 107/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9279, Loss: 0.0327 Epoch 30 Batch 108/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9361, Loss: 0.0368 Epoch 30 Batch 109/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9506, Loss: 0.0298 Epoch 30 Batch 110/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9482, Loss: 0.0240 Epoch 30 Batch 111/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0277 Epoch 30 Batch 112/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9489, Loss: 0.0252 Epoch 30 Batch 113/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9435, Loss: 0.0375 Epoch 30 Batch 114/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9432, Loss: 0.0233 Epoch 30 Batch 115/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9435, Loss: 0.0374 Epoch 30 Batch 116/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9450, Loss: 0.0468 Epoch 30 Batch 117/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9474, Loss: 0.0308 Epoch 30 Batch 118/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9474, Loss: 0.0325 Epoch 30 Batch 119/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9425, Loss: 0.0218 Epoch 30 Batch 120/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9474, Loss: 0.0375 Epoch 30 Batch 121/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9478, Loss: 0.0292 Epoch 30 Batch 122/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9478, Loss: 0.0264 Epoch 30 Batch 123/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0225 Epoch 30 Batch 124/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9474, Loss: 0.0380 Epoch 30 Batch 125/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9474, Loss: 0.0409 Epoch 30 Batch 126/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9471, Loss: 0.0293 Epoch 30 Batch 127/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9418, Loss: 0.0272 Epoch 30 Batch 128/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9375, Loss: 0.0271 Epoch 30 Batch 129/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9446, Loss: 0.0388 Epoch 30 Batch 130/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9496, Loss: 0.0297 Epoch 30 Batch 131/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0336 Epoch 30 Batch 132/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0252 Epoch 30 Batch 133/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9517, Loss: 0.0223 Epoch 30 Batch 134/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9513, Loss: 0.0281 Epoch 30 Batch 135/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9414, Loss: 0.0301 Epoch 30 Batch 136/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9414, Loss: 0.0244 Epoch 30 Batch 137/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9467, Loss: 0.0297 Epoch 30 Batch 138/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9482, Loss: 0.0332 Epoch 30 Batch 139/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9446, Loss: 0.0310 Epoch 30 Batch 140/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9446, Loss: 0.0246 Epoch 30 Batch 141/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9489, Loss: 0.0273 Epoch 30 Batch 142/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9542, Loss: 0.0293 Epoch 30 Batch 143/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9542, Loss: 0.0307 Epoch 30 Batch 144/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9499, Loss: 0.0417 Epoch 30 Batch 145/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0290 Epoch 30 Batch 146/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9531, Loss: 0.0659 Epoch 30 Batch 147/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9457, Loss: 0.0265 Epoch 30 Batch 148/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9499, Loss: 0.0319 Epoch 30 Batch 149/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9496, Loss: 0.0256 Epoch 30 Batch 150/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9592, Loss: 0.0305 Epoch 30 Batch 151/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9542, Loss: 0.0221 Epoch 30 Batch 152/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9538, Loss: 0.0406 Epoch 30 Batch 153/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9588, Loss: 0.0410 Epoch 30 Batch 154/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9588, Loss: 0.0296 Epoch 30 Batch 155/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9592, Loss: 0.0236 Epoch 30 Batch 156/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9592, Loss: 0.0187 Epoch 30 Batch 157/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9592, Loss: 0.0239 Epoch 30 Batch 158/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9499, Loss: 0.0319 Epoch 30 Batch 159/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9471, Loss: 0.0294 Epoch 30 Batch 160/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9521, Loss: 0.0266 Epoch 30 Batch 161/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9453, Loss: 0.0201 Epoch 30 Batch 162/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0334 Epoch 30 Batch 163/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9517, Loss: 0.0399 Epoch 30 Batch 164/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9471, Loss: 0.0282 Epoch 30 Batch 165/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9403, Loss: 0.0450 Epoch 30 Batch 166/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9403, Loss: 0.0323 Epoch 30 Batch 167/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9403, Loss: 0.0317 Epoch 30 Batch 168/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9396, Loss: 0.0373 Epoch 30 Batch 169/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9393, Loss: 0.0290 Epoch 30 Batch 170/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9347, Loss: 0.0327 Epoch 30 Batch 171/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9464, Loss: 0.0255 Epoch 30 Batch 172/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9446, Loss: 0.0245 Epoch 30 Batch 173/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9450, Loss: 0.0311 Epoch 30 Batch 174/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9446, Loss: 0.0230 Epoch 30 Batch 175/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9450, Loss: 0.0389 Epoch 30 Batch 176/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9482, Loss: 0.0316 Epoch 30 Batch 177/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9464, Loss: 0.0348 Epoch 30 Batch 178/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9414, Loss: 0.0298 Epoch 30 Batch 179/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9364, Loss: 0.0301 Epoch 30 Batch 180/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9350, Loss: 0.0259 Epoch 30 Batch 181/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9396, Loss: 0.0335 Epoch 30 Batch 182/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9396, Loss: 0.0375 Epoch 30 Batch 183/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9442, Loss: 0.0363 Epoch 30 Batch 184/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9393, Loss: 0.0330 Epoch 30 Batch 185/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9489, Loss: 0.0316 Epoch 30 Batch 186/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9489, Loss: 0.0312 Epoch 30 Batch 187/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9524, Loss: 0.0262 Epoch 30 Batch 188/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0342 Epoch 30 Batch 189/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9442, Loss: 0.0276 Epoch 30 Batch 190/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9350, Loss: 0.0265 Epoch 30 Batch 191/1077 - Train Accuracy: 0.9425, Validation Accuracy: 0.9386, Loss: 0.0231 Epoch 30 Batch 192/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9411, Loss: 0.0350 Epoch 30 Batch 193/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0247 Epoch 30 Batch 194/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9414, Loss: 0.0223 Epoch 30 Batch 195/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9368, Loss: 0.0263 Epoch 30 Batch 196/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9418, Loss: 0.0238 Epoch 30 Batch 197/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9339, Loss: 0.0308 Epoch 30 Batch 198/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9432, Loss: 0.0305 Epoch 30 Batch 199/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9510, Loss: 0.0270 Epoch 30 Batch 200/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9418, Loss: 0.0290 Epoch 30 Batch 201/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9464, Loss: 0.0261 Epoch 30 Batch 202/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9446, Loss: 0.0251 Epoch 30 Batch 203/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9496, Loss: 0.0345 Epoch 30 Batch 204/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9496, Loss: 0.0500 Epoch 30 Batch 205/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9503, Loss: 0.0368 Epoch 30 Batch 206/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0227 Epoch 30 Batch 207/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0269 Epoch 30 Batch 208/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9382, Loss: 0.0242 Epoch 30 Batch 209/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9311, Loss: 0.0242 Epoch 30 Batch 210/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9254, Loss: 0.0296 Epoch 30 Batch 211/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9268, Loss: 0.0270 Epoch 30 Batch 212/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9226, Loss: 0.0261 Epoch 30 Batch 213/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9304, Loss: 0.0223 Epoch 30 Batch 214/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9322, Loss: 0.0262 Epoch 30 Batch 215/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9315, Loss: 0.0313 Epoch 30 Batch 216/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9315, Loss: 0.0254 Epoch 30 Batch 217/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9350, Loss: 0.0231 Epoch 30 Batch 218/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9371, Loss: 0.0306 Epoch 30 Batch 219/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9371, Loss: 0.0235 Epoch 30 Batch 220/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9474, Loss: 0.0338 Epoch 30 Batch 221/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9467, Loss: 0.0280 Epoch 30 Batch 222/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9414, Loss: 0.0299 Epoch 30 Batch 223/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9414, Loss: 0.0287 Epoch 30 Batch 224/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9432, Loss: 0.0297 Epoch 30 Batch 225/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9407, Loss: 0.0409 Epoch 30 Batch 226/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9411, Loss: 0.0291 Epoch 30 Batch 227/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9407, Loss: 0.0329 Epoch 30 Batch 228/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9418, Loss: 0.0216 Epoch 30 Batch 229/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9418, Loss: 0.0273 Epoch 30 Batch 230/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9421, Loss: 0.0278 Epoch 30 Batch 231/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9446, Loss: 0.0335 Epoch 30 Batch 232/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9460, Loss: 0.0288 Epoch 30 Batch 233/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9460, Loss: 0.0409 Epoch 30 Batch 234/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9460, Loss: 0.0343 Epoch 30 Batch 235/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9485, Loss: 0.0341 Epoch 30 Batch 236/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9492, Loss: 0.0327 Epoch 30 Batch 237/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9489, Loss: 0.0255 Epoch 30 Batch 238/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9489, Loss: 0.0275 Epoch 30 Batch 239/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9482, Loss: 0.0226 Epoch 30 Batch 240/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9482, Loss: 0.0213 Epoch 30 Batch 241/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9474, Loss: 0.0213 Epoch 30 Batch 242/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9482, Loss: 0.0278 Epoch 30 Batch 243/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9421, Loss: 0.0336 Epoch 30 Batch 244/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9375, Loss: 0.0242 Epoch 30 Batch 245/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9343, Loss: 0.0293 Epoch 30 Batch 246/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9343, Loss: 0.0271 Epoch 30 Batch 247/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9339, Loss: 0.0259 Epoch 30 Batch 248/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9418, Loss: 0.0291 Epoch 30 Batch 249/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9393, Loss: 0.0240 Epoch 30 Batch 250/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9393, Loss: 0.0283 Epoch 30 Batch 251/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9347, Loss: 0.0325 Epoch 30 Batch 252/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9446, Loss: 0.0359 Epoch 30 Batch 253/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9442, Loss: 0.0320 Epoch 30 Batch 254/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9446, Loss: 0.0338 Epoch 30 Batch 255/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9439, Loss: 0.0236 Epoch 30 Batch 256/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9371, Loss: 0.0507 Epoch 30 Batch 257/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9400, Loss: 0.0325 Epoch 30 Batch 258/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9421, Loss: 0.0291 Epoch 30 Batch 259/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9450, Loss: 0.0267 Epoch 30 Batch 260/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9467, Loss: 0.0222 Epoch 30 Batch 261/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9471, Loss: 0.0271 Epoch 30 Batch 262/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9492, Loss: 0.0256 Epoch 30 Batch 263/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0241 Epoch 30 Batch 264/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9503, Loss: 0.0267 Epoch 30 Batch 265/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9407, Loss: 0.0280 Epoch 30 Batch 266/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9400, Loss: 0.0310 Epoch 30 Batch 267/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9400, Loss: 0.0225 Epoch 30 Batch 268/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9492, Loss: 0.0335 Epoch 30 Batch 269/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9492, Loss: 0.0374 Epoch 30 Batch 270/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9453, Loss: 0.0372 Epoch 30 Batch 271/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9450, Loss: 0.0273 Epoch 30 Batch 272/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9503, Loss: 0.0547 Epoch 30 Batch 273/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9482, Loss: 0.0257 Epoch 30 Batch 274/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9361, Loss: 0.0314 Epoch 30 Batch 275/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9379, Loss: 0.0293 Epoch 30 Batch 276/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9354, Loss: 0.0431 Epoch 30 Batch 277/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9276, Loss: 0.0225 Epoch 30 Batch 278/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9276, Loss: 0.0378 Epoch 30 Batch 279/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9375, Loss: 0.0336 Epoch 30 Batch 280/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9538, Loss: 0.0343 Epoch 30 Batch 281/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0346 Epoch 30 Batch 282/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9489, Loss: 0.0376 Epoch 30 Batch 283/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9389, Loss: 0.0287 Epoch 30 Batch 284/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9339, Loss: 0.0301 Epoch 30 Batch 285/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9347, Loss: 0.0314 Epoch 30 Batch 286/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9396, Loss: 0.0267 Epoch 30 Batch 287/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9368, Loss: 0.0335 Epoch 30 Batch 288/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9396, Loss: 0.0368 Epoch 30 Batch 289/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9347, Loss: 0.0287 Epoch 30 Batch 290/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9325, Loss: 0.0463 Epoch 30 Batch 291/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9350, Loss: 0.0458 Epoch 30 Batch 292/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9393, Loss: 0.0292 Epoch 30 Batch 293/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9396, Loss: 0.0281 Epoch 30 Batch 294/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9450, Loss: 0.0267 Epoch 30 Batch 295/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0371 Epoch 30 Batch 296/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9308, Loss: 0.0276 Epoch 30 Batch 297/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9283, Loss: 0.0325 Epoch 30 Batch 298/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9357, Loss: 0.0381 Epoch 30 Batch 299/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9354, Loss: 0.0316 Epoch 30 Batch 300/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9322, Loss: 0.0195 Epoch 30 Batch 301/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9439, Loss: 0.0258 Epoch 30 Batch 302/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9442, Loss: 0.0299 Epoch 30 Batch 303/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0351 Epoch 30 Batch 304/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9446, Loss: 0.0278 Epoch 30 Batch 305/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9442, Loss: 0.0291 Epoch 30 Batch 306/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9442, Loss: 0.0407 Epoch 30 Batch 307/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9368, Loss: 0.0266 Epoch 30 Batch 308/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9403, Loss: 0.0356 Epoch 30 Batch 309/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9403, Loss: 0.0227 Epoch 30 Batch 310/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9450, Loss: 0.0287 Epoch 30 Batch 311/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9450, Loss: 0.0265 Epoch 30 Batch 312/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9446, Loss: 0.0344 Epoch 30 Batch 313/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9403, Loss: 0.0229 Epoch 30 Batch 314/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9432, Loss: 0.0358 Epoch 30 Batch 315/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9432, Loss: 0.0261 Epoch 30 Batch 316/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9496, Loss: 0.0333 Epoch 30 Batch 317/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0313 Epoch 30 Batch 318/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9435, Loss: 0.0246 Epoch 30 Batch 319/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9371, Loss: 0.0364 Epoch 30 Batch 320/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9400, Loss: 0.0403 Epoch 30 Batch 321/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9371, Loss: 0.0269 Epoch 30 Batch 322/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9382, Loss: 0.0280 Epoch 30 Batch 323/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9382, Loss: 0.0288 Epoch 30 Batch 324/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9329, Loss: 0.0295 Epoch 30 Batch 325/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9315, Loss: 0.0299 Epoch 30 Batch 326/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9315, Loss: 0.0257 Epoch 30 Batch 327/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9364, Loss: 0.0363 Epoch 30 Batch 328/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9368, Loss: 0.0341 Epoch 30 Batch 329/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9322, Loss: 0.0297 Epoch 30 Batch 330/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9322, Loss: 0.0339 Epoch 30 Batch 331/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9375, Loss: 0.0269 Epoch 30 Batch 332/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9343, Loss: 0.0209 Epoch 30 Batch 333/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9442, Loss: 0.0257 Epoch 30 Batch 334/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9464, Loss: 0.0281 Epoch 30 Batch 335/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0304 Epoch 30 Batch 336/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9446, Loss: 0.0647 Epoch 30 Batch 337/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9350, Loss: 0.0312 Epoch 30 Batch 338/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9343, Loss: 0.0406 Epoch 30 Batch 339/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9389, Loss: 0.0208 Epoch 30 Batch 340/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9386, Loss: 0.0265 Epoch 30 Batch 341/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9336, Loss: 0.0392 Epoch 30 Batch 342/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9336, Loss: 0.0266 Epoch 30 Batch 343/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9318, Loss: 0.0365 Epoch 30 Batch 344/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9396, Loss: 0.0313 Epoch 30 Batch 345/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9400, Loss: 0.0249 Epoch 30 Batch 346/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9432, Loss: 0.0319 Epoch 30 Batch 347/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9382, Loss: 0.0244 Epoch 30 Batch 348/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9457, Loss: 0.0307 Epoch 30 Batch 349/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9339, Loss: 0.0264 Epoch 30 Batch 350/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9354, Loss: 0.0257 Epoch 30 Batch 351/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9407, Loss: 0.0289 Epoch 30 Batch 352/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9272, Loss: 0.0207 Epoch 30 Batch 353/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9297, Loss: 0.0303 Epoch 30 Batch 354/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9297, Loss: 0.0346 Epoch 30 Batch 355/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9297, Loss: 0.0287 Epoch 30 Batch 356/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9361, Loss: 0.0305 Epoch 30 Batch 357/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9322, Loss: 0.0354 Epoch 30 Batch 358/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9350, Loss: 0.0380 Epoch 30 Batch 359/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9354, Loss: 0.0301 Epoch 30 Batch 360/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9297, Loss: 0.0270 Epoch 30 Batch 361/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9375, Loss: 0.0240 Epoch 30 Batch 362/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9425, Loss: 0.0399 Epoch 30 Batch 363/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9411, Loss: 0.0299 Epoch 30 Batch 364/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9407, Loss: 0.0428 Epoch 30 Batch 365/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9403, Loss: 0.0218 Epoch 30 Batch 366/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9354, Loss: 0.0247 Epoch 30 Batch 367/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9393, Loss: 0.0175 Epoch 30 Batch 368/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9393, Loss: 0.0316 Epoch 30 Batch 369/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9396, Loss: 0.0282 Epoch 30 Batch 370/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9400, Loss: 0.0296 Epoch 30 Batch 371/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9400, Loss: 0.0225 Epoch 30 Batch 372/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9382, Loss: 0.0214 Epoch 30 Batch 373/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9379, Loss: 0.0210 Epoch 30 Batch 374/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9357, Loss: 0.0328 Epoch 30 Batch 375/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9354, Loss: 0.0237 Epoch 30 Batch 376/1077 - Train Accuracy: 0.9425, Validation Accuracy: 0.9354, Loss: 0.0325 Epoch 30 Batch 377/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9393, Loss: 0.0289 Epoch 30 Batch 378/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9428, Loss: 0.0210 Epoch 30 Batch 379/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9343, Loss: 0.0416 Epoch 30 Batch 380/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9407, Loss: 0.0267 Epoch 30 Batch 381/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9457, Loss: 0.0337 Epoch 30 Batch 382/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9506, Loss: 0.0400 Epoch 30 Batch 383/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9510, Loss: 0.0295 Epoch 30 Batch 384/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0223 Epoch 30 Batch 385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0235 Epoch 30 Batch 386/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9521, Loss: 0.0256 Epoch 30 Batch 387/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0262 Epoch 30 Batch 388/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9503, Loss: 0.0443 Epoch 30 Batch 389/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9457, Loss: 0.0317 Epoch 30 Batch 390/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9503, Loss: 0.0432 Epoch 30 Batch 391/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9379, Loss: 0.0330 Epoch 30 Batch 392/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9428, Loss: 0.0376 Epoch 30 Batch 393/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9474, Loss: 0.0252 Epoch 30 Batch 394/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9474, Loss: 0.0276 Epoch 30 Batch 395/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0301 Epoch 30 Batch 396/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0326 Epoch 30 Batch 397/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9382, Loss: 0.0301 Epoch 30 Batch 398/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9453, Loss: 0.0305 Epoch 30 Batch 399/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9304, Loss: 0.0268 Epoch 30 Batch 400/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9343, Loss: 0.0299 Epoch 30 Batch 401/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9414, Loss: 0.0263 Epoch 30 Batch 402/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0251 Epoch 30 Batch 403/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9368, Loss: 0.0423 Epoch 30 Batch 404/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9304, Loss: 0.0302 Epoch 30 Batch 405/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9311, Loss: 0.0357 Epoch 30 Batch 406/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9354, Loss: 0.0268 Epoch 30 Batch 407/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9258, Loss: 0.0321 Epoch 30 Batch 408/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9254, Loss: 0.0335 Epoch 30 Batch 409/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9258, Loss: 0.0328 Epoch 30 Batch 410/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9400, Loss: 0.0389 Epoch 30 Batch 411/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9414, Loss: 0.0299 Epoch 30 Batch 412/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9418, Loss: 0.0296 Epoch 30 Batch 413/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9368, Loss: 0.0263 Epoch 30 Batch 414/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9368, Loss: 0.0265 Epoch 30 Batch 415/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9368, Loss: 0.0328 Epoch 30 Batch 416/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9407, Loss: 0.0235 Epoch 30 Batch 417/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0404 Epoch 30 Batch 418/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9364, Loss: 0.0262 Epoch 30 Batch 419/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9343, Loss: 0.0271 Epoch 30 Batch 420/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9297, Loss: 0.0216 Epoch 30 Batch 421/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9393, Loss: 0.0467 Epoch 30 Batch 422/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9414, Loss: 0.0253 Epoch 30 Batch 423/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9368, Loss: 0.0311 Epoch 30 Batch 424/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9368, Loss: 0.0271 Epoch 30 Batch 425/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9354, Loss: 0.0254 Epoch 30 Batch 426/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9293, Loss: 0.0336 Epoch 30 Batch 427/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9297, Loss: 0.0262 Epoch 30 Batch 428/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9339, Loss: 0.0259 Epoch 30 Batch 429/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9343, Loss: 0.0250 Epoch 30 Batch 430/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9304, Loss: 0.0240 Epoch 30 Batch 431/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9371, Loss: 0.0225 Epoch 30 Batch 432/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9368, Loss: 0.0296 Epoch 30 Batch 433/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9329, Loss: 0.0338 Epoch 30 Batch 434/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9354, Loss: 0.0297 Epoch 30 Batch 435/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9261, Loss: 0.0333 Epoch 30 Batch 436/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9265, Loss: 0.0310 Epoch 30 Batch 437/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9268, Loss: 0.0247 Epoch 30 Batch 438/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9339, Loss: 0.0253 Epoch 30 Batch 439/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9371, Loss: 0.0328 Epoch 30 Batch 440/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9379, Loss: 0.0359 Epoch 30 Batch 441/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0309 Epoch 30 Batch 442/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9261, Loss: 0.0344 Epoch 30 Batch 443/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9222, Loss: 0.0257 Epoch 30 Batch 444/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9229, Loss: 0.0292 Epoch 30 Batch 445/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9233, Loss: 0.0351 Epoch 30 Batch 446/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0215 Epoch 30 Batch 447/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9350, Loss: 0.0261 Epoch 30 Batch 448/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9347, Loss: 0.0352 Epoch 30 Batch 449/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9379, Loss: 0.0382 Epoch 30 Batch 450/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9311, Loss: 0.0313 Epoch 30 Batch 451/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9350, Loss: 0.0303 Epoch 30 Batch 452/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9343, Loss: 0.0249 Epoch 30 Batch 453/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9343, Loss: 0.0264 Epoch 30 Batch 454/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9339, Loss: 0.0407 Epoch 30 Batch 455/1077 - Train Accuracy: 0.9709, Validation Accuracy: 0.9425, Loss: 0.0324 Epoch 30 Batch 456/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0329 Epoch 30 Batch 457/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0242 Epoch 30 Batch 458/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9432, Loss: 0.0318 Epoch 30 Batch 459/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0288 Epoch 30 Batch 460/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9361, Loss: 0.0293 Epoch 30 Batch 461/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9411, Loss: 0.0263 Epoch 30 Batch 462/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9407, Loss: 0.0310 Epoch 30 Batch 463/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9357, Loss: 0.0285 Epoch 30 Batch 464/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9396, Loss: 0.0294 Epoch 30 Batch 465/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9279, Loss: 0.0463 Epoch 30 Batch 466/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9279, Loss: 0.0298 Epoch 30 Batch 467/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9272, Loss: 0.0371 Epoch 30 Batch 468/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9300, Loss: 0.0281 Epoch 30 Batch 469/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9293, Loss: 0.0253 Epoch 30 Batch 470/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9279, Loss: 0.0326 Epoch 30 Batch 471/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9226, Loss: 0.0215 Epoch 30 Batch 472/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9219, Loss: 0.0255 Epoch 30 Batch 473/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9276, Loss: 0.0294 Epoch 30 Batch 474/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9318, Loss: 0.0302 Epoch 30 Batch 475/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9414, Loss: 0.0329 Epoch 30 Batch 476/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9496, Loss: 0.0224 Epoch 30 Batch 477/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9474, Loss: 0.0328 Epoch 30 Batch 478/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9450, Loss: 0.0290 Epoch 30 Batch 479/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9503, Loss: 0.0358 Epoch 30 Batch 480/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9496, Loss: 0.0293 Epoch 30 Batch 481/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9513, Loss: 0.0299 Epoch 30 Batch 482/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9347, Loss: 0.0305 Epoch 30 Batch 483/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9304, Loss: 0.0399 Epoch 30 Batch 484/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9308, Loss: 0.0322 Epoch 30 Batch 485/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9290, Loss: 0.0314 Epoch 30 Batch 486/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9286, Loss: 0.0236 Epoch 30 Batch 487/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9276, Loss: 0.0244 Epoch 30 Batch 488/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9283, Loss: 0.0226 Epoch 30 Batch 489/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9237, Loss: 0.0288 Epoch 30 Batch 490/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9308, Loss: 0.0337 Epoch 30 Batch 491/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9361, Loss: 0.0407 Epoch 30 Batch 492/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9361, Loss: 0.0362 Epoch 30 Batch 493/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9364, Loss: 0.0206 Epoch 30 Batch 494/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9361, Loss: 0.0222 Epoch 30 Batch 495/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9357, Loss: 0.0261 Epoch 30 Batch 496/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9414, Loss: 0.0304 Epoch 30 Batch 497/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9371, Loss: 0.0349 Epoch 30 Batch 498/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9325, Loss: 0.0300 Epoch 30 Batch 499/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9375, Loss: 0.0304 Epoch 30 Batch 500/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9350, Loss: 0.0259 Epoch 30 Batch 501/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9226, Loss: 0.0235 Epoch 30 Batch 502/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9293, Loss: 0.0357 Epoch 30 Batch 503/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9293, Loss: 0.0269 Epoch 30 Batch 504/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9400, Loss: 0.0265 Epoch 30 Batch 505/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9428, Loss: 0.0249 Epoch 30 Batch 506/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9382, Loss: 0.0319 Epoch 30 Batch 507/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9382, Loss: 0.0325 Epoch 30 Batch 508/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9407, Loss: 0.0256 Epoch 30 Batch 509/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9407, Loss: 0.0358 Epoch 30 Batch 510/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9553, Loss: 0.0280 Epoch 30 Batch 511/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9503, Loss: 0.0282 Epoch 30 Batch 512/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9467, Loss: 0.0208 Epoch 30 Batch 513/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9446, Loss: 0.0321 Epoch 30 Batch 514/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9336, Loss: 0.0273 Epoch 30 Batch 515/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9339, Loss: 0.0271 Epoch 30 Batch 516/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9297, Loss: 0.0297 Epoch 30 Batch 517/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9347, Loss: 0.0334 Epoch 30 Batch 518/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9318, Loss: 0.0261 Epoch 30 Batch 519/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9418, Loss: 0.0336 Epoch 30 Batch 520/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9418, Loss: 0.0226 Epoch 30 Batch 521/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9464, Loss: 0.0267 Epoch 30 Batch 522/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9464, Loss: 0.0395 Epoch 30 Batch 523/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9421, Loss: 0.0298 Epoch 30 Batch 524/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9418, Loss: 0.0312 Epoch 30 Batch 525/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9421, Loss: 0.0262 Epoch 30 Batch 526/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9354, Loss: 0.0236 Epoch 30 Batch 527/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9354, Loss: 0.0283 Epoch 30 Batch 528/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9354, Loss: 0.0320 Epoch 30 Batch 529/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9400, Loss: 0.0285 Epoch 30 Batch 530/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9474, Loss: 0.0321 Epoch 30 Batch 531/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9425, Loss: 0.0305 Epoch 30 Batch 532/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9425, Loss: 0.0392 Epoch 30 Batch 533/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9329, Loss: 0.0240 Epoch 30 Batch 534/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9276, Loss: 0.0394 Epoch 30 Batch 535/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9347, Loss: 0.0262 Epoch 30 Batch 536/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9347, Loss: 0.0352 Epoch 30 Batch 537/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9375, Loss: 0.0248 Epoch 30 Batch 538/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9268, Loss: 0.0247 Epoch 30 Batch 539/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9293, Loss: 0.0368 Epoch 30 Batch 540/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9368, Loss: 0.0239 Epoch 30 Batch 541/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9354, Loss: 0.0271 Epoch 30 Batch 542/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9407, Loss: 0.0285 Epoch 30 Batch 543/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9354, Loss: 0.0250 Epoch 30 Batch 544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9382, Loss: 0.0188 Epoch 30 Batch 545/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9411, Loss: 0.0280 Epoch 30 Batch 546/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9361, Loss: 0.0316 Epoch 30 Batch 547/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9311, Loss: 0.0268 Epoch 30 Batch 548/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9251, Loss: 0.0385 Epoch 30 Batch 549/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9329, Loss: 0.0373 Epoch 30 Batch 550/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9425, Loss: 0.0281 Epoch 30 Batch 551/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9371, Loss: 0.0344 Epoch 30 Batch 552/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9371, Loss: 0.0338 Epoch 30 Batch 553/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9396, Loss: 0.0379 Epoch 30 Batch 554/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9446, Loss: 0.0279 Epoch 30 Batch 555/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9421, Loss: 0.0272 Epoch 30 Batch 556/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9421, Loss: 0.0225 Epoch 30 Batch 557/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9339, Loss: 0.0256 Epoch 30 Batch 558/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9300, Loss: 0.0217 Epoch 30 Batch 559/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9325, Loss: 0.0338 Epoch 30 Batch 560/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9233, Loss: 0.0298 Epoch 30 Batch 561/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9219, Loss: 0.0274 Epoch 30 Batch 562/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9219, Loss: 0.0248 Epoch 30 Batch 563/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9219, Loss: 0.0340 Epoch 30 Batch 564/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9265, Loss: 0.0362 Epoch 30 Batch 565/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9286, Loss: 0.0403 Epoch 30 Batch 566/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9379, Loss: 0.0304 Epoch 30 Batch 567/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9354, Loss: 0.0327 Epoch 30 Batch 568/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9318, Loss: 0.0251 Epoch 30 Batch 569/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9268, Loss: 0.0353 Epoch 30 Batch 570/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9268, Loss: 0.0372 Epoch 30 Batch 571/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9300, Loss: 0.0233 Epoch 30 Batch 572/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9357, Loss: 0.0281 Epoch 30 Batch 573/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9414, Loss: 0.0478 Epoch 30 Batch 574/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9506, Loss: 0.0299 Epoch 30 Batch 575/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9538, Loss: 0.0275 Epoch 30 Batch 576/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9489, Loss: 0.0254 Epoch 30 Batch 577/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9396, Loss: 0.0279 Epoch 30 Batch 578/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9442, Loss: 0.0257 Epoch 30 Batch 579/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9442, Loss: 0.0301 Epoch 30 Batch 580/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9450, Loss: 0.0239 Epoch 30 Batch 581/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9496, Loss: 0.0193 Epoch 30 Batch 582/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9549, Loss: 0.0240 Epoch 30 Batch 583/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9577, Loss: 0.0364 Epoch 30 Batch 584/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9496, Loss: 0.0339 Epoch 30 Batch 585/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9496, Loss: 0.0206 Epoch 30 Batch 586/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9524, Loss: 0.0207 Epoch 30 Batch 587/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9521, Loss: 0.0326 Epoch 30 Batch 588/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9478, Loss: 0.0266 Epoch 30 Batch 589/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9453, Loss: 0.0244 Epoch 30 Batch 590/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9450, Loss: 0.0325 Epoch 30 Batch 591/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9499, Loss: 0.0294 Epoch 30 Batch 592/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9549, Loss: 0.0328 Epoch 30 Batch 593/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9528, Loss: 0.0445 Epoch 30 Batch 594/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9510, Loss: 0.0311 Epoch 30 Batch 595/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0283 Epoch 30 Batch 596/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9499, Loss: 0.0296 Epoch 30 Batch 597/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9442, Loss: 0.0261 Epoch 30 Batch 598/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9446, Loss: 0.0310 Epoch 30 Batch 599/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9467, Loss: 0.0461 Epoch 30 Batch 600/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9439, Loss: 0.0390 Epoch 30 Batch 601/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9439, Loss: 0.0380 Epoch 30 Batch 602/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9425, Loss: 0.0324 Epoch 30 Batch 603/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9485, Loss: 0.0300 Epoch 30 Batch 604/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9478, Loss: 0.0480 Epoch 30 Batch 605/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0372 Epoch 30 Batch 606/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9414, Loss: 0.0246 Epoch 30 Batch 607/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9421, Loss: 0.0332 Epoch 30 Batch 608/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9325, Loss: 0.0353 Epoch 30 Batch 609/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9329, Loss: 0.0363 Epoch 30 Batch 610/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9297, Loss: 0.0357 Epoch 30 Batch 611/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9251, Loss: 0.0317 Epoch 30 Batch 612/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9197, Loss: 0.0230 Epoch 30 Batch 613/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9233, Loss: 0.0366 Epoch 30 Batch 614/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9222, Loss: 0.0296 Epoch 30 Batch 615/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9176, Loss: 0.0223 Epoch 30 Batch 616/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9283, Loss: 0.0313 Epoch 30 Batch 617/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9276, Loss: 0.0260 Epoch 30 Batch 618/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9364, Loss: 0.0327 Epoch 30 Batch 619/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9332, Loss: 0.0222 Epoch 30 Batch 620/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9332, Loss: 0.0245 Epoch 30 Batch 621/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9386, Loss: 0.0347 Epoch 30 Batch 622/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9386, Loss: 0.0382 Epoch 30 Batch 623/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9389, Loss: 0.0404 Epoch 30 Batch 624/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9339, Loss: 0.0381 Epoch 30 Batch 625/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9229, Loss: 0.0289 Epoch 30 Batch 626/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9347, Loss: 0.0291 Epoch 30 Batch 627/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9347, Loss: 0.0259 Epoch 30 Batch 628/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9350, Loss: 0.0292 Epoch 30 Batch 629/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9329, Loss: 0.0268 Epoch 30 Batch 630/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9329, Loss: 0.0261 Epoch 30 Batch 631/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9375, Loss: 0.0348 Epoch 30 Batch 632/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9403, Loss: 0.0255 Epoch 30 Batch 633/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9403, Loss: 0.0296 Epoch 30 Batch 634/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9403, Loss: 0.0223 Epoch 30 Batch 635/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9453, Loss: 0.0350 Epoch 30 Batch 636/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9453, Loss: 0.0290 Epoch 30 Batch 637/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9453, Loss: 0.0313 Epoch 30 Batch 638/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0225 Epoch 30 Batch 639/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9474, Loss: 0.0366 Epoch 30 Batch 640/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0231 Epoch 30 Batch 641/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9474, Loss: 0.0275 Epoch 30 Batch 642/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9457, Loss: 0.0278 Epoch 30 Batch 643/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9453, Loss: 0.0233 Epoch 30 Batch 644/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9396, Loss: 0.0263 Epoch 30 Batch 645/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9389, Loss: 0.0316 Epoch 30 Batch 646/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9389, Loss: 0.0272 Epoch 30 Batch 647/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9435, Loss: 0.0337 Epoch 30 Batch 648/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9489, Loss: 0.0264 Epoch 30 Batch 649/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9446, Loss: 0.0289 Epoch 30 Batch 650/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9453, Loss: 0.0280 Epoch 30 Batch 651/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9457, Loss: 0.0256 Epoch 30 Batch 652/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9407, Loss: 0.0286 Epoch 30 Batch 653/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0331 Epoch 30 Batch 654/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9471, Loss: 0.0326 Epoch 30 Batch 655/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9471, Loss: 0.0398 Epoch 30 Batch 656/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9521, Loss: 0.0273 Epoch 30 Batch 657/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9471, Loss: 0.0314 Epoch 30 Batch 658/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9407, Loss: 0.0211 Epoch 30 Batch 659/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9379, Loss: 0.0319 Epoch 30 Batch 660/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9386, Loss: 0.0243 Epoch 30 Batch 661/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9393, Loss: 0.0306 Epoch 30 Batch 662/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9435, Loss: 0.0268 Epoch 30 Batch 663/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9432, Loss: 0.0246 Epoch 30 Batch 664/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9439, Loss: 0.0321 Epoch 30 Batch 665/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9467, Loss: 0.0227 Epoch 30 Batch 666/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9322, Loss: 0.0338 Epoch 30 Batch 667/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9336, Loss: 0.0330 Epoch 30 Batch 668/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9382, Loss: 0.0272 Epoch 30 Batch 669/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9425, Loss: 0.0240 Epoch 30 Batch 670/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9471, Loss: 0.0226 Epoch 30 Batch 671/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9517, Loss: 0.0285 Epoch 30 Batch 672/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9474, Loss: 0.0251 Epoch 30 Batch 673/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9538, Loss: 0.0338 Epoch 30 Batch 674/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0284 Epoch 30 Batch 675/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9425, Loss: 0.0325 Epoch 30 Batch 676/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9421, Loss: 0.0261 Epoch 30 Batch 677/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9375, Loss: 0.0366 Epoch 30 Batch 678/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9265, Loss: 0.0246 Epoch 30 Batch 679/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9258, Loss: 0.0253 Epoch 30 Batch 680/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9258, Loss: 0.0331 Epoch 30 Batch 681/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9276, Loss: 0.0252 Epoch 30 Batch 682/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9276, Loss: 0.0289 Epoch 30 Batch 683/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9350, Loss: 0.0243 Epoch 30 Batch 684/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9371, Loss: 0.0260 Epoch 30 Batch 685/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9371, Loss: 0.0336 Epoch 30 Batch 686/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9418, Loss: 0.0267 Epoch 30 Batch 687/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9418, Loss: 0.0289 Epoch 30 Batch 688/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9371, Loss: 0.0233 Epoch 30 Batch 689/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9379, Loss: 0.0206 Epoch 30 Batch 690/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9357, Loss: 0.0285 Epoch 30 Batch 691/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9357, Loss: 0.0282 Epoch 30 Batch 692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9407, Loss: 0.0280 Epoch 30 Batch 693/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9453, Loss: 0.0433 Epoch 30 Batch 694/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9421, Loss: 0.0268 Epoch 30 Batch 695/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9421, Loss: 0.0282 Epoch 30 Batch 696/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9364, Loss: 0.0273 Epoch 30 Batch 697/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9411, Loss: 0.0282 Epoch 30 Batch 698/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9428, Loss: 0.0262 Epoch 30 Batch 699/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9414, Loss: 0.0262 Epoch 30 Batch 700/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9418, Loss: 0.0264 Epoch 30 Batch 701/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9482, Loss: 0.0287 Epoch 30 Batch 702/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9482, Loss: 0.0395 Epoch 30 Batch 703/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9435, Loss: 0.0284 Epoch 30 Batch 704/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9467, Loss: 0.0405 Epoch 30 Batch 705/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9460, Loss: 0.0344 Epoch 30 Batch 706/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9439, Loss: 0.0441 Epoch 30 Batch 707/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9513, Loss: 0.0312 Epoch 30 Batch 708/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9513, Loss: 0.0287 Epoch 30 Batch 709/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9418, Loss: 0.0396 Epoch 30 Batch 710/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9460, Loss: 0.0193 Epoch 30 Batch 711/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9418, Loss: 0.0419 Epoch 30 Batch 712/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9354, Loss: 0.0218 Epoch 30 Batch 713/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9311, Loss: 0.0257 Epoch 30 Batch 714/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9350, Loss: 0.0259 Epoch 30 Batch 715/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9300, Loss: 0.0347 Epoch 30 Batch 716/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9297, Loss: 0.0243 Epoch 30 Batch 717/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9297, Loss: 0.0204 Epoch 30 Batch 718/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9343, Loss: 0.0315 Epoch 30 Batch 719/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9343, Loss: 0.0301 Epoch 30 Batch 720/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9393, Loss: 0.0286 Epoch 30 Batch 721/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9297, Loss: 0.0310 Epoch 30 Batch 722/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9293, Loss: 0.0242 Epoch 30 Batch 723/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9244, Loss: 0.0308 Epoch 30 Batch 724/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9247, Loss: 0.0348 Epoch 30 Batch 725/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9247, Loss: 0.0225 Epoch 30 Batch 726/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9293, Loss: 0.0235 Epoch 30 Batch 727/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9290, Loss: 0.0253 Epoch 30 Batch 728/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9290, Loss: 0.0382 Epoch 30 Batch 729/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9336, Loss: 0.0338 Epoch 30 Batch 730/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9283, Loss: 0.0365 Epoch 30 Batch 731/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9254, Loss: 0.0263 Epoch 30 Batch 732/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9368, Loss: 0.0318 Epoch 30 Batch 733/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9364, Loss: 0.0314 Epoch 30 Batch 734/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9329, Loss: 0.0251 Epoch 30 Batch 735/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9403, Loss: 0.0206 Epoch 30 Batch 736/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9403, Loss: 0.0247 Epoch 30 Batch 737/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9343, Loss: 0.0296 Epoch 30 Batch 738/1077 - Train Accuracy: 0.9694, Validation Accuracy: 0.9386, Loss: 0.0212 Epoch 30 Batch 739/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9375, Loss: 0.0259 Epoch 30 Batch 740/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9347, Loss: 0.0212 Epoch 30 Batch 741/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9329, Loss: 0.0334 Epoch 30 Batch 742/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9329, Loss: 0.0262 Epoch 30 Batch 743/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9375, Loss: 0.0254 Epoch 30 Batch 744/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9421, Loss: 0.0298 Epoch 30 Batch 745/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0323 Epoch 30 Batch 746/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9425, Loss: 0.0239 Epoch 30 Batch 747/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9403, Loss: 0.0209 Epoch 30 Batch 748/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9428, Loss: 0.0274 Epoch 30 Batch 749/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9403, Loss: 0.0245 Epoch 30 Batch 750/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9450, Loss: 0.0272 Epoch 30 Batch 751/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0286 Epoch 30 Batch 752/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9325, Loss: 0.0273 Epoch 30 Batch 753/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9375, Loss: 0.0249 Epoch 30 Batch 754/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9428, Loss: 0.0289 Epoch 30 Batch 755/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0365 Epoch 30 Batch 756/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0250 Epoch 30 Batch 757/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9450, Loss: 0.0294 Epoch 30 Batch 758/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0214 Epoch 30 Batch 759/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9503, Loss: 0.0252 Epoch 30 Batch 760/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9464, Loss: 0.0319 Epoch 30 Batch 761/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9464, Loss: 0.0264 Epoch 30 Batch 762/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9464, Loss: 0.0213 Epoch 30 Batch 763/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0323 Epoch 30 Batch 764/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9467, Loss: 0.0246 Epoch 30 Batch 765/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9464, Loss: 0.0354 Epoch 30 Batch 766/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9503, Loss: 0.0345 Epoch 30 Batch 767/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9453, Loss: 0.0304 Epoch 30 Batch 768/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9545, Loss: 0.0305 Epoch 30 Batch 769/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9450, Loss: 0.0308 Epoch 30 Batch 770/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9414, Loss: 0.0253 Epoch 30 Batch 771/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9418, Loss: 0.0281 Epoch 30 Batch 772/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9368, Loss: 0.0288 Epoch 30 Batch 773/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9421, Loss: 0.0244 Epoch 30 Batch 774/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9545, Loss: 0.0277 Epoch 30 Batch 775/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9570, Loss: 0.0293 Epoch 30 Batch 776/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9521, Loss: 0.0303 Epoch 30 Batch 777/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9503, Loss: 0.0210 Epoch 30 Batch 778/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9528, Loss: 0.0343 Epoch 30 Batch 779/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9535, Loss: 0.0256 Epoch 30 Batch 780/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9556, Loss: 0.0410 Epoch 30 Batch 781/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9482, Loss: 0.0227 Epoch 30 Batch 782/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9471, Loss: 0.0298 Epoch 30 Batch 783/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9450, Loss: 0.0335 Epoch 30 Batch 784/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9425, Loss: 0.0207 Epoch 30 Batch 785/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9428, Loss: 0.0268 Epoch 30 Batch 786/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9428, Loss: 0.0257 Epoch 30 Batch 787/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9379, Loss: 0.0317 Epoch 30 Batch 788/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0256 Epoch 30 Batch 789/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9450, Loss: 0.0297 Epoch 30 Batch 790/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9496, Loss: 0.0352 Epoch 30 Batch 791/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9496, Loss: 0.0348 Epoch 30 Batch 792/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9492, Loss: 0.0277 Epoch 30 Batch 793/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0311 Epoch 30 Batch 794/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9510, Loss: 0.0218 Epoch 30 Batch 795/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9506, Loss: 0.0340 Epoch 30 Batch 796/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9513, Loss: 0.0299 Epoch 30 Batch 797/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9435, Loss: 0.0338 Epoch 30 Batch 798/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9435, Loss: 0.0274 Epoch 30 Batch 799/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9432, Loss: 0.0441 Epoch 30 Batch 800/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9382, Loss: 0.0265 Epoch 30 Batch 801/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9350, Loss: 0.0278 Epoch 30 Batch 802/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9382, Loss: 0.0340 Epoch 30 Batch 803/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9329, Loss: 0.0309 Epoch 30 Batch 804/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9336, Loss: 0.0230 Epoch 30 Batch 805/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9272, Loss: 0.0354 Epoch 30 Batch 806/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9308, Loss: 0.0285 Epoch 30 Batch 807/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9315, Loss: 0.0212 Epoch 30 Batch 808/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9293, Loss: 0.0404 Epoch 30 Batch 809/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9293, Loss: 0.0454 Epoch 30 Batch 810/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9364, Loss: 0.0257 Epoch 30 Batch 811/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9368, Loss: 0.0332 Epoch 30 Batch 812/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9432, Loss: 0.0285 Epoch 30 Batch 813/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9343, Loss: 0.0334 Epoch 30 Batch 814/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9343, Loss: 0.0288 Epoch 30 Batch 815/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9311, Loss: 0.0407 Epoch 30 Batch 816/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9329, Loss: 0.0281 Epoch 30 Batch 817/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9329, Loss: 0.0307 Epoch 30 Batch 818/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9329, Loss: 0.0317 Epoch 30 Batch 819/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9382, Loss: 0.0324 Epoch 30 Batch 820/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9435, Loss: 0.0284 Epoch 30 Batch 821/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0330 Epoch 30 Batch 822/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9389, Loss: 0.0257 Epoch 30 Batch 823/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9478, Loss: 0.0332 Epoch 30 Batch 824/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9411, Loss: 0.0303 Epoch 30 Batch 825/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9467, Loss: 0.0225 Epoch 30 Batch 826/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9414, Loss: 0.0283 Epoch 30 Batch 827/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9435, Loss: 0.0314 Epoch 30 Batch 828/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9418, Loss: 0.0231 Epoch 30 Batch 829/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9474, Loss: 0.0396 Epoch 30 Batch 830/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9567, Loss: 0.0364 Epoch 30 Batch 831/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9517, Loss: 0.0272 Epoch 30 Batch 832/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9531, Loss: 0.0272 Epoch 30 Batch 833/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9535, Loss: 0.0397 Epoch 30 Batch 834/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9542, Loss: 0.0305 Epoch 30 Batch 835/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9545, Loss: 0.0343 Epoch 30 Batch 836/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9524, Loss: 0.0258 Epoch 30 Batch 837/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9528, Loss: 0.0340 Epoch 30 Batch 838/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9577, Loss: 0.0292 Epoch 30 Batch 839/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0232 Epoch 30 Batch 840/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9627, Loss: 0.0288 Epoch 30 Batch 841/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9570, Loss: 0.0442 Epoch 30 Batch 842/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0237 Epoch 30 Batch 843/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9545, Loss: 0.0251 Epoch 30 Batch 844/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9531, Loss: 0.0232 Epoch 30 Batch 845/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0256 Epoch 30 Batch 846/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9482, Loss: 0.0393 Epoch 30 Batch 847/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9513, Loss: 0.0332 Epoch 30 Batch 848/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9563, Loss: 0.0267 Epoch 30 Batch 849/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9460, Loss: 0.0209 Epoch 30 Batch 850/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9457, Loss: 0.0404 Epoch 30 Batch 851/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9446, Loss: 0.0394 Epoch 30 Batch 852/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9446, Loss: 0.0428 Epoch 30 Batch 853/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9446, Loss: 0.0314 Epoch 30 Batch 854/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9325, Loss: 0.0281 Epoch 30 Batch 855/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9350, Loss: 0.0380 Epoch 30 Batch 856/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9350, Loss: 0.0301 Epoch 30 Batch 857/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9503, Loss: 0.0247 Epoch 30 Batch 858/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9545, Loss: 0.0249 Epoch 30 Batch 859/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9574, Loss: 0.0266 Epoch 30 Batch 860/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9595, Loss: 0.0319 Epoch 30 Batch 861/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9595, Loss: 0.0276 Epoch 30 Batch 862/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9553, Loss: 0.0342 Epoch 30 Batch 863/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0260 Epoch 30 Batch 864/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9553, Loss: 0.0294 Epoch 30 Batch 865/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9556, Loss: 0.0290 Epoch 30 Batch 866/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9499, Loss: 0.0310 Epoch 30 Batch 867/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9549, Loss: 0.0674 Epoch 30 Batch 868/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0318 Epoch 30 Batch 869/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0296 Epoch 30 Batch 870/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9528, Loss: 0.0279 Epoch 30 Batch 871/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9553, Loss: 0.0245 Epoch 30 Batch 872/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9553, Loss: 0.0289 Epoch 30 Batch 873/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9506, Loss: 0.0294 Epoch 30 Batch 874/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9464, Loss: 0.0327 Epoch 30 Batch 875/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9474, Loss: 0.0280 Epoch 30 Batch 876/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9517, Loss: 0.0226 Epoch 30 Batch 877/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9464, Loss: 0.0273 Epoch 30 Batch 878/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9418, Loss: 0.0220 Epoch 30 Batch 879/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9393, Loss: 0.0204 Epoch 30 Batch 880/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9364, Loss: 0.0339 Epoch 30 Batch 881/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9361, Loss: 0.0294 Epoch 30 Batch 882/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9386, Loss: 0.0307 Epoch 30 Batch 883/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9379, Loss: 0.0416 Epoch 30 Batch 884/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9375, Loss: 0.0327 Epoch 30 Batch 885/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9432, Loss: 0.0187 Epoch 30 Batch 886/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0283 Epoch 30 Batch 887/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9379, Loss: 0.0313 Epoch 30 Batch 888/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9446, Loss: 0.0318 Epoch 30 Batch 889/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9418, Loss: 0.0312 Epoch 30 Batch 890/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9474, Loss: 0.0306 Epoch 30 Batch 891/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9549, Loss: 0.0260 Epoch 30 Batch 892/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9549, Loss: 0.0275 Epoch 30 Batch 893/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9453, Loss: 0.0293 Epoch 30 Batch 894/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0255 Epoch 30 Batch 895/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9400, Loss: 0.0258 Epoch 30 Batch 896/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9400, Loss: 0.0270 Epoch 30 Batch 897/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9425, Loss: 0.0224 Epoch 30 Batch 898/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0278 Epoch 30 Batch 899/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9478, Loss: 0.0323 Epoch 30 Batch 900/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9457, Loss: 0.0326 Epoch 30 Batch 901/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9457, Loss: 0.0419 Epoch 30 Batch 902/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9450, Loss: 0.0312 Epoch 30 Batch 903/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9446, Loss: 0.0295 Epoch 30 Batch 904/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9478, Loss: 0.0268 Epoch 30 Batch 905/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9478, Loss: 0.0235 Epoch 30 Batch 906/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9478, Loss: 0.0245 Epoch 30 Batch 907/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9553, Loss: 0.0281 Epoch 30 Batch 908/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0278 Epoch 30 Batch 909/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9528, Loss: 0.0355 Epoch 30 Batch 910/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9528, Loss: 0.0324 Epoch 30 Batch 911/1077 - Train Accuracy: 0.9521, Validation Accuracy: 0.9478, Loss: 0.0385 Epoch 30 Batch 912/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0238 Epoch 30 Batch 913/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9450, Loss: 0.0384 Epoch 30 Batch 914/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9471, Loss: 0.0635 Epoch 30 Batch 915/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9595, Loss: 0.0259 Epoch 30 Batch 916/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9595, Loss: 0.0275 Epoch 30 Batch 917/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9592, Loss: 0.0309 Epoch 30 Batch 918/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9545, Loss: 0.0259 Epoch 30 Batch 919/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9485, Loss: 0.0217 Epoch 30 Batch 920/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9457, Loss: 0.0234 Epoch 30 Batch 921/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9506, Loss: 0.0306 Epoch 30 Batch 922/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9506, Loss: 0.0270 Epoch 30 Batch 923/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9464, Loss: 0.0211 Epoch 30 Batch 924/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9489, Loss: 0.0416 Epoch 30 Batch 925/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9510, Loss: 0.0254 Epoch 30 Batch 926/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9517, Loss: 0.0360 Epoch 30 Batch 927/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9471, Loss: 0.0349 Epoch 30 Batch 928/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9414, Loss: 0.0344 Epoch 30 Batch 929/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9457, Loss: 0.0274 Epoch 30 Batch 930/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9435, Loss: 0.0220 Epoch 30 Batch 931/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9290, Loss: 0.0318 Epoch 30 Batch 932/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9315, Loss: 0.0267 Epoch 30 Batch 933/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9403, Loss: 0.0275 Epoch 30 Batch 934/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9457, Loss: 0.0236 Epoch 30 Batch 935/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9482, Loss: 0.0281 Epoch 30 Batch 936/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9460, Loss: 0.0310 Epoch 30 Batch 937/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9478, Loss: 0.0455 Epoch 30 Batch 938/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9450, Loss: 0.0369 Epoch 30 Batch 939/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9396, Loss: 0.0350 Epoch 30 Batch 940/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9371, Loss: 0.0283 Epoch 30 Batch 941/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9332, Loss: 0.0256 Epoch 30 Batch 942/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9407, Loss: 0.0350 Epoch 30 Batch 943/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9403, Loss: 0.0258 Epoch 30 Batch 944/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9354, Loss: 0.0234 Epoch 30 Batch 945/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9343, Loss: 0.0203 Epoch 30 Batch 946/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9265, Loss: 0.0209 Epoch 30 Batch 947/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9315, Loss: 0.0343 Epoch 30 Batch 948/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9403, Loss: 0.0308 Epoch 30 Batch 949/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9389, Loss: 0.0230 Epoch 30 Batch 950/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9343, Loss: 0.0280 Epoch 30 Batch 951/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9318, Loss: 0.0288 Epoch 30 Batch 952/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9407, Loss: 0.0207 Epoch 30 Batch 953/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9471, Loss: 0.0231 Epoch 30 Batch 954/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9446, Loss: 0.0344 Epoch 30 Batch 955/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9474, Loss: 0.0344 Epoch 30 Batch 956/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9496, Loss: 0.0298 Epoch 30 Batch 957/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9496, Loss: 0.0214 Epoch 30 Batch 958/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9379, Loss: 0.0298 Epoch 30 Batch 959/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9382, Loss: 0.0349 Epoch 30 Batch 960/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9382, Loss: 0.0259 Epoch 30 Batch 961/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9332, Loss: 0.0206 Epoch 30 Batch 962/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9375, Loss: 0.0352 Epoch 30 Batch 963/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9446, Loss: 0.0410 Epoch 30 Batch 964/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9485, Loss: 0.0228 Epoch 30 Batch 965/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9535, Loss: 0.0390 Epoch 30 Batch 966/1077 - Train Accuracy: 0.9467, Validation Accuracy: 0.9535, Loss: 0.0253 Epoch 30 Batch 967/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9560, Loss: 0.0331 Epoch 30 Batch 968/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9563, Loss: 0.0356 Epoch 30 Batch 969/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9567, Loss: 0.0378 Epoch 30 Batch 970/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9425, Loss: 0.0317 Epoch 30 Batch 971/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9432, Loss: 0.0334 Epoch 30 Batch 972/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9382, Loss: 0.0332 Epoch 30 Batch 973/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9482, Loss: 0.0224 Epoch 30 Batch 974/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9450, Loss: 0.0246 Epoch 30 Batch 975/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9446, Loss: 0.0274 Epoch 30 Batch 976/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9421, Loss: 0.0215 Epoch 30 Batch 977/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9368, Loss: 0.0253 Epoch 30 Batch 978/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9414, Loss: 0.0291 Epoch 30 Batch 979/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9396, Loss: 0.0303 Epoch 30 Batch 980/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0323 Epoch 30 Batch 981/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9407, Loss: 0.0311 Epoch 30 Batch 982/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0360 Epoch 30 Batch 983/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9549, Loss: 0.0295 Epoch 30 Batch 984/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9496, Loss: 0.0317 Epoch 30 Batch 985/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9503, Loss: 0.0297 Epoch 30 Batch 986/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9453, Loss: 0.0291 Epoch 30 Batch 987/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9403, Loss: 0.0284 Epoch 30 Batch 988/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9407, Loss: 0.0363 Epoch 30 Batch 989/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9311, Loss: 0.0289 Epoch 30 Batch 990/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9364, Loss: 0.0314 Epoch 30 Batch 991/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9364, Loss: 0.0277 Epoch 30 Batch 992/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9325, Loss: 0.0309 Epoch 30 Batch 993/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9371, Loss: 0.0191 Epoch 30 Batch 994/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9371, Loss: 0.0267 Epoch 30 Batch 995/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9375, Loss: 0.0277 Epoch 30 Batch 996/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9375, Loss: 0.0311 Epoch 30 Batch 997/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9442, Loss: 0.0327 Epoch 30 Batch 998/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9389, Loss: 0.0255 Epoch 30 Batch 999/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9393, Loss: 0.0354 Epoch 30 Batch 1000/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9382, Loss: 0.0318 Epoch 30 Batch 1001/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9361, Loss: 0.0239 Epoch 30 Batch 1002/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9407, Loss: 0.0190 Epoch 30 Batch 1003/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9457, Loss: 0.0272 Epoch 30 Batch 1004/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9478, Loss: 0.0274 Epoch 30 Batch 1005/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9482, Loss: 0.0281 Epoch 30 Batch 1006/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9482, Loss: 0.0264 Epoch 30 Batch 1007/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9439, Loss: 0.0233 Epoch 30 Batch 1008/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9439, Loss: 0.0294 Epoch 30 Batch 1009/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9439, Loss: 0.0213 Epoch 30 Batch 1010/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9393, Loss: 0.0272 Epoch 30 Batch 1011/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9393, Loss: 0.0268 Epoch 30 Batch 1012/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9389, Loss: 0.0231 Epoch 30 Batch 1013/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9435, Loss: 0.0202 Epoch 30 Batch 1014/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9400, Loss: 0.0267 Epoch 30 Batch 1015/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9393, Loss: 0.0345 Epoch 30 Batch 1016/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9343, Loss: 0.0295 Epoch 30 Batch 1017/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9396, Loss: 0.0257 Epoch 30 Batch 1018/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9393, Loss: 0.0384 Epoch 30 Batch 1019/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9336, Loss: 0.0371 Epoch 30 Batch 1020/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9386, Loss: 0.0234 Epoch 30 Batch 1021/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9339, Loss: 0.0277 Epoch 30 Batch 1022/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9347, Loss: 0.0260 Epoch 30 Batch 1023/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9325, Loss: 0.0306 Epoch 30 Batch 1024/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9308, Loss: 0.0348 Epoch 30 Batch 1025/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9304, Loss: 0.0241 Epoch 30 Batch 1026/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9283, Loss: 0.0335 Epoch 30 Batch 1027/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9290, Loss: 0.0248 Epoch 30 Batch 1028/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9290, Loss: 0.0304 Epoch 30 Batch 1029/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9318, Loss: 0.0236 Epoch 30 Batch 1030/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9371, Loss: 0.0287 Epoch 30 Batch 1031/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9485, Loss: 0.0368 Epoch 30 Batch 1032/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9478, Loss: 0.0342 Epoch 30 Batch 1033/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9386, Loss: 0.0300 Epoch 30 Batch 1034/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9382, Loss: 0.0256 Epoch 30 Batch 1035/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9386, Loss: 0.0193 Epoch 30 Batch 1036/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9432, Loss: 0.0397 Epoch 30 Batch 1037/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9411, Loss: 0.0298 Epoch 30 Batch 1038/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9467, Loss: 0.0330 Epoch 30 Batch 1039/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9375, Loss: 0.0262 Epoch 30 Batch 1040/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9379, Loss: 0.0280 Epoch 30 Batch 1041/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9350, Loss: 0.0380 Epoch 30 Batch 1042/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9400, Loss: 0.0283 Epoch 30 Batch 1043/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9503, Loss: 0.0465 Epoch 30 Batch 1044/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9457, Loss: 0.0329 Epoch 30 Batch 1045/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9382, Loss: 0.0302 Epoch 30 Batch 1046/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9325, Loss: 0.0219 Epoch 30 Batch 1047/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9283, Loss: 0.0240 Epoch 30 Batch 1048/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9336, Loss: 0.0317 Epoch 30 Batch 1049/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9336, Loss: 0.0365 Epoch 30 Batch 1050/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9435, Loss: 0.0212 Epoch 30 Batch 1051/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9482, Loss: 0.0362 Epoch 30 Batch 1052/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9482, Loss: 0.0263 Epoch 30 Batch 1053/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9453, Loss: 0.0275 Epoch 30 Batch 1054/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9432, Loss: 0.0292 Epoch 30 Batch 1055/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0313 Epoch 30 Batch 1056/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9478, Loss: 0.0235 Epoch 30 Batch 1057/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9474, Loss: 0.0257 Epoch 30 Batch 1058/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9432, Loss: 0.0342 Epoch 30 Batch 1059/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9435, Loss: 0.0355 Epoch 30 Batch 1060/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9435, Loss: 0.0226 Epoch 30 Batch 1061/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9457, Loss: 0.0394 Epoch 30 Batch 1062/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9499, Loss: 0.0334 Epoch 30 Batch 1063/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9499, Loss: 0.0306 Epoch 30 Batch 1064/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9503, Loss: 0.0282 Epoch 30 Batch 1065/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9549, Loss: 0.0297 Epoch 30 Batch 1066/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9503, Loss: 0.0224 Epoch 30 Batch 1067/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9478, Loss: 0.0313 Epoch 30 Batch 1068/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9478, Loss: 0.0211 Epoch 30 Batch 1069/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9528, Loss: 0.0220 Epoch 30 Batch 1070/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9528, Loss: 0.0263 Epoch 30 Batch 1071/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9393, Loss: 0.0265 Epoch 30 Batch 1072/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9489, Loss: 0.0337 Epoch 30 Batch 1073/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9485, Loss: 0.0290 Epoch 30 Batch 1074/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9556, Loss: 0.0409 Epoch 30 Batch 1075/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9556, Loss: 0.0316 Epoch 31 Batch 1/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9496, Loss: 0.0266 Epoch 31 Batch 2/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9499, Loss: 0.0309 Epoch 31 Batch 3/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9545, Loss: 0.0362 Epoch 31 Batch 4/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0250 Epoch 31 Batch 5/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9545, Loss: 0.0408 Epoch 31 Batch 6/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9545, Loss: 0.0238 Epoch 31 Batch 7/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9496, Loss: 0.0282 Epoch 31 Batch 8/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9478, Loss: 0.0261 Epoch 31 Batch 9/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9453, Loss: 0.0262 Epoch 31 Batch 10/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9560, Loss: 0.0285 Epoch 31 Batch 11/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9616, Loss: 0.0369 Epoch 31 Batch 12/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9613, Loss: 0.0260 Epoch 31 Batch 13/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9563, Loss: 0.0389 Epoch 31 Batch 14/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9613, Loss: 0.0233 Epoch 31 Batch 15/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9521, Loss: 0.0239 Epoch 31 Batch 16/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9496, Loss: 0.0308 Epoch 31 Batch 17/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0236 Epoch 31 Batch 18/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9506, Loss: 0.0265 Epoch 31 Batch 19/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9435, Loss: 0.0258 Epoch 31 Batch 20/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9460, Loss: 0.0280 Epoch 31 Batch 21/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9457, Loss: 0.0323 Epoch 31 Batch 22/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9460, Loss: 0.0290 Epoch 31 Batch 23/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9435, Loss: 0.0238 Epoch 31 Batch 24/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9389, Loss: 0.0351 Epoch 31 Batch 25/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9322, Loss: 0.0182 Epoch 31 Batch 26/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9485, Loss: 0.0352 Epoch 31 Batch 27/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9478, Loss: 0.0200 Epoch 31 Batch 28/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0278 Epoch 31 Batch 29/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9407, Loss: 0.0276 Epoch 31 Batch 30/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9347, Loss: 0.0276 Epoch 31 Batch 31/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9361, Loss: 0.0286 Epoch 31 Batch 32/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9361, Loss: 0.0255 Epoch 31 Batch 33/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9354, Loss: 0.0289 Epoch 31 Batch 34/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9379, Loss: 0.0312 Epoch 31 Batch 35/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9403, Loss: 0.0329 Epoch 31 Batch 36/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9457, Loss: 0.0283 Epoch 31 Batch 37/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9379, Loss: 0.0273 Epoch 31 Batch 38/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9382, Loss: 0.0342 Epoch 31 Batch 39/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9379, Loss: 0.0390 Epoch 31 Batch 40/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9442, Loss: 0.0218 Epoch 31 Batch 41/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9446, Loss: 0.0226 Epoch 31 Batch 42/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9471, Loss: 0.0362 Epoch 31 Batch 43/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9499, Loss: 0.0171 Epoch 31 Batch 44/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9403, Loss: 0.0188 Epoch 31 Batch 45/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9350, Loss: 0.0310 Epoch 31 Batch 46/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9354, Loss: 0.0375 Epoch 31 Batch 47/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9354, Loss: 0.0289 Epoch 31 Batch 48/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9347, Loss: 0.0373 Epoch 31 Batch 49/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9350, Loss: 0.0371 Epoch 31 Batch 50/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9329, Loss: 0.0285 Epoch 31 Batch 51/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9382, Loss: 0.0286 Epoch 31 Batch 52/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9403, Loss: 0.0329 Epoch 31 Batch 53/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9354, Loss: 0.0268 Epoch 31 Batch 54/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9343, Loss: 0.0509 Epoch 31 Batch 55/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9343, Loss: 0.0291 Epoch 31 Batch 56/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9347, Loss: 0.0231 Epoch 31 Batch 57/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9354, Loss: 0.0316 Epoch 31 Batch 58/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9272, Loss: 0.0263 Epoch 31 Batch 59/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9308, Loss: 0.0314 Epoch 31 Batch 60/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9308, Loss: 0.0212 Epoch 31 Batch 61/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9233, Loss: 0.0303 Epoch 31 Batch 62/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9283, Loss: 0.0339 Epoch 31 Batch 63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9400, Loss: 0.0228 Epoch 31 Batch 64/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9407, Loss: 0.0290 Epoch 31 Batch 65/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9318, Loss: 0.0272 Epoch 31 Batch 66/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9304, Loss: 0.0159 Epoch 31 Batch 67/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9254, Loss: 0.0240 Epoch 31 Batch 68/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9304, Loss: 0.0426 Epoch 31 Batch 69/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9254, Loss: 0.0438 Epoch 31 Batch 70/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9375, Loss: 0.0329 Epoch 31 Batch 71/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9283, Loss: 0.0211 Epoch 31 Batch 72/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9379, Loss: 0.0290 Epoch 31 Batch 73/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9382, Loss: 0.0259 Epoch 31 Batch 74/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9524, Loss: 0.0255 Epoch 31 Batch 75/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9414, Loss: 0.0420 Epoch 31 Batch 76/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9396, Loss: 0.0261 Epoch 31 Batch 77/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9411, Loss: 0.0287 Epoch 31 Batch 78/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9457, Loss: 0.0270 Epoch 31 Batch 79/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9457, Loss: 0.0248 Epoch 31 Batch 80/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0257 Epoch 31 Batch 81/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9453, Loss: 0.0226 Epoch 31 Batch 82/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9453, Loss: 0.0329 Epoch 31 Batch 83/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9450, Loss: 0.0231 Epoch 31 Batch 84/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9407, Loss: 0.0301 Epoch 31 Batch 85/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9432, Loss: 0.0279 Epoch 31 Batch 86/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9435, Loss: 0.0289 Epoch 31 Batch 87/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9435, Loss: 0.0345 Epoch 31 Batch 88/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9386, Loss: 0.0348 Epoch 31 Batch 89/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9382, Loss: 0.0328 Epoch 31 Batch 90/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9375, Loss: 0.0262 Epoch 31 Batch 91/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9414, Loss: 0.0252 Epoch 31 Batch 92/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9414, Loss: 0.0335 Epoch 31 Batch 93/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9382, Loss: 0.0270 Epoch 31 Batch 94/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9382, Loss: 0.0234 Epoch 31 Batch 95/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9428, Loss: 0.0304 Epoch 31 Batch 96/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9379, Loss: 0.0323 Epoch 31 Batch 97/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9403, Loss: 0.0317 Epoch 31 Batch 98/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9379, Loss: 0.0317 Epoch 31 Batch 99/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9474, Loss: 0.0226 Epoch 31 Batch 100/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9538, Loss: 0.0274 Epoch 31 Batch 101/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9528, Loss: 0.0260 Epoch 31 Batch 102/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9531, Loss: 0.0212 Epoch 31 Batch 103/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9386, Loss: 0.0382 Epoch 31 Batch 104/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9467, Loss: 0.0291 Epoch 31 Batch 105/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9297, Loss: 0.0238 Epoch 31 Batch 106/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9283, Loss: 0.0302 Epoch 31 Batch 107/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9297, Loss: 0.0335 Epoch 31 Batch 108/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9393, Loss: 0.0353 Epoch 31 Batch 109/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9393, Loss: 0.0286 Epoch 31 Batch 110/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9450, Loss: 0.0216 Epoch 31 Batch 111/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9457, Loss: 0.0271 Epoch 31 Batch 112/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9524, Loss: 0.0269 Epoch 31 Batch 113/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0410 Epoch 31 Batch 114/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9489, Loss: 0.0199 Epoch 31 Batch 115/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9368, Loss: 0.0378 Epoch 31 Batch 116/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9411, Loss: 0.0509 Epoch 31 Batch 117/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9474, Loss: 0.0261 Epoch 31 Batch 118/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9474, Loss: 0.0282 Epoch 31 Batch 119/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9521, Loss: 0.0221 Epoch 31 Batch 120/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9499, Loss: 0.0355 Epoch 31 Batch 121/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9503, Loss: 0.0305 Epoch 31 Batch 122/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0253 Epoch 31 Batch 123/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9503, Loss: 0.0228 Epoch 31 Batch 124/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9577, Loss: 0.0320 Epoch 31 Batch 125/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9531, Loss: 0.0383 Epoch 31 Batch 126/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9442, Loss: 0.0279 Epoch 31 Batch 127/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9407, Loss: 0.0261 Epoch 31 Batch 128/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9354, Loss: 0.0261 Epoch 31 Batch 129/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9357, Loss: 0.0349 Epoch 31 Batch 130/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9272, Loss: 0.0227 Epoch 31 Batch 131/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9375, Loss: 0.0299 Epoch 31 Batch 132/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9435, Loss: 0.0270 Epoch 31 Batch 133/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9386, Loss: 0.0224 Epoch 31 Batch 134/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9450, Loss: 0.0293 Epoch 31 Batch 135/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9450, Loss: 0.0300 Epoch 31 Batch 136/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9446, Loss: 0.0239 Epoch 31 Batch 137/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9453, Loss: 0.0253 Epoch 31 Batch 138/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9474, Loss: 0.0328 Epoch 31 Batch 139/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9474, Loss: 0.0298 Epoch 31 Batch 140/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9453, Loss: 0.0250 Epoch 31 Batch 141/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9482, Loss: 0.0262 Epoch 31 Batch 142/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9524, Loss: 0.0287 Epoch 31 Batch 143/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9510, Loss: 0.0283 Epoch 31 Batch 144/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9478, Loss: 0.0416 Epoch 31 Batch 145/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9457, Loss: 0.0292 Epoch 31 Batch 146/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9453, Loss: 0.0648 Epoch 31 Batch 147/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9450, Loss: 0.0288 Epoch 31 Batch 148/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9464, Loss: 0.0341 Epoch 31 Batch 149/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9467, Loss: 0.0258 Epoch 31 Batch 150/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9521, Loss: 0.0287 Epoch 31 Batch 151/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9613, Loss: 0.0224 Epoch 31 Batch 152/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9563, Loss: 0.0375 Epoch 31 Batch 153/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9506, Loss: 0.0393 Epoch 31 Batch 154/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9457, Loss: 0.0278 Epoch 31 Batch 155/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9496, Loss: 0.0262 Epoch 31 Batch 156/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9492, Loss: 0.0178 Epoch 31 Batch 157/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9545, Loss: 0.0303 Epoch 31 Batch 158/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9524, Loss: 0.0296 Epoch 31 Batch 159/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9524, Loss: 0.0281 Epoch 31 Batch 160/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9499, Loss: 0.0254 Epoch 31 Batch 161/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9545, Loss: 0.0204 Epoch 31 Batch 162/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0313 Epoch 31 Batch 163/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9457, Loss: 0.0388 Epoch 31 Batch 164/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9432, Loss: 0.0278 Epoch 31 Batch 165/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9460, Loss: 0.0462 Epoch 31 Batch 166/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9492, Loss: 0.0292 Epoch 31 Batch 167/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9478, Loss: 0.0253 Epoch 31 Batch 168/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9400, Loss: 0.0342 Epoch 31 Batch 169/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9446, Loss: 0.0274 Epoch 31 Batch 170/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9400, Loss: 0.0323 Epoch 31 Batch 171/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9354, Loss: 0.0270 Epoch 31 Batch 172/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9357, Loss: 0.0234 Epoch 31 Batch 173/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9439, Loss: 0.0299 Epoch 31 Batch 174/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9435, Loss: 0.0215 Epoch 31 Batch 175/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9396, Loss: 0.0308 Epoch 31 Batch 176/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9336, Loss: 0.0281 Epoch 31 Batch 177/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9382, Loss: 0.0336 Epoch 31 Batch 178/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9379, Loss: 0.0261 Epoch 31 Batch 179/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9460, Loss: 0.0287 Epoch 31 Batch 180/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9503, Loss: 0.0242 Epoch 31 Batch 181/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0290 Epoch 31 Batch 182/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9453, Loss: 0.0336 Epoch 31 Batch 183/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9499, Loss: 0.0283 Epoch 31 Batch 184/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9471, Loss: 0.0266 Epoch 31 Batch 185/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9474, Loss: 0.0264 Epoch 31 Batch 186/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9499, Loss: 0.0310 Epoch 31 Batch 187/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9503, Loss: 0.0208 Epoch 31 Batch 188/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9496, Loss: 0.0330 Epoch 31 Batch 189/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9357, Loss: 0.0252 Epoch 31 Batch 190/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9357, Loss: 0.0234 Epoch 31 Batch 191/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9357, Loss: 0.0254 Epoch 31 Batch 192/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9354, Loss: 0.0329 Epoch 31 Batch 193/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9418, Loss: 0.0246 Epoch 31 Batch 194/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9414, Loss: 0.0231 Epoch 31 Batch 195/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9414, Loss: 0.0215 Epoch 31 Batch 196/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9442, Loss: 0.0217 Epoch 31 Batch 197/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9446, Loss: 0.0277 Epoch 31 Batch 198/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9496, Loss: 0.0322 Epoch 31 Batch 199/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9545, Loss: 0.0255 Epoch 31 Batch 200/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9517, Loss: 0.0276 Epoch 31 Batch 201/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9542, Loss: 0.0272 Epoch 31 Batch 202/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9542, Loss: 0.0231 Epoch 31 Batch 203/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9542, Loss: 0.0294 Epoch 31 Batch 204/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0468 Epoch 31 Batch 205/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9496, Loss: 0.0364 Epoch 31 Batch 206/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9485, Loss: 0.0214 Epoch 31 Batch 207/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9499, Loss: 0.0242 Epoch 31 Batch 208/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9499, Loss: 0.0267 Epoch 31 Batch 209/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9510, Loss: 0.0227 Epoch 31 Batch 210/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9506, Loss: 0.0277 Epoch 31 Batch 211/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9460, Loss: 0.0276 Epoch 31 Batch 212/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9485, Loss: 0.0256 Epoch 31 Batch 213/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9460, Loss: 0.0246 Epoch 31 Batch 214/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9460, Loss: 0.0275 Epoch 31 Batch 215/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0345 Epoch 31 Batch 216/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9421, Loss: 0.0268 Epoch 31 Batch 217/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0262 Epoch 31 Batch 218/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9403, Loss: 0.0288 Epoch 31 Batch 219/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9350, Loss: 0.0213 Epoch 31 Batch 220/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9208, Loss: 0.0318 Epoch 31 Batch 221/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9339, Loss: 0.0314 Epoch 31 Batch 222/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9432, Loss: 0.0284 Epoch 31 Batch 223/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9357, Loss: 0.0284 Epoch 31 Batch 224/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9368, Loss: 0.0255 Epoch 31 Batch 225/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9432, Loss: 0.0406 Epoch 31 Batch 226/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9428, Loss: 0.0280 Epoch 31 Batch 227/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9496, Loss: 0.0371 Epoch 31 Batch 228/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9467, Loss: 0.0238 Epoch 31 Batch 229/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9411, Loss: 0.0252 Epoch 31 Batch 230/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9375, Loss: 0.0265 Epoch 31 Batch 231/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9421, Loss: 0.0366 Epoch 31 Batch 232/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9439, Loss: 0.0257 Epoch 31 Batch 233/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9464, Loss: 0.0341 Epoch 31 Batch 234/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9471, Loss: 0.0289 Epoch 31 Batch 235/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9542, Loss: 0.0349 Epoch 31 Batch 236/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9496, Loss: 0.0303 Epoch 31 Batch 237/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9545, Loss: 0.0233 Epoch 31 Batch 238/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9545, Loss: 0.0277 Epoch 31 Batch 239/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9549, Loss: 0.0210 Epoch 31 Batch 240/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9542, Loss: 0.0219 Epoch 31 Batch 241/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0220 Epoch 31 Batch 242/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9585, Loss: 0.0242 Epoch 31 Batch 243/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9510, Loss: 0.0355 Epoch 31 Batch 244/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9506, Loss: 0.0262 Epoch 31 Batch 245/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9421, Loss: 0.0325 Epoch 31 Batch 246/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9393, Loss: 0.0340 Epoch 31 Batch 247/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9382, Loss: 0.0266 Epoch 31 Batch 248/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9375, Loss: 0.0290 Epoch 31 Batch 249/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9347, Loss: 0.0243 Epoch 31 Batch 250/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9311, Loss: 0.0292 Epoch 31 Batch 251/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9343, Loss: 0.0343 Epoch 31 Batch 252/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9322, Loss: 0.0363 Epoch 31 Batch 253/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9347, Loss: 0.0298 Epoch 31 Batch 254/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9396, Loss: 0.0319 Epoch 31 Batch 255/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9471, Loss: 0.0251 Epoch 31 Batch 256/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9467, Loss: 0.0487 Epoch 31 Batch 257/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9471, Loss: 0.0335 Epoch 31 Batch 258/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9496, Loss: 0.0240 Epoch 31 Batch 259/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9499, Loss: 0.0245 Epoch 31 Batch 260/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9499, Loss: 0.0254 Epoch 31 Batch 261/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9467, Loss: 0.0245 Epoch 31 Batch 262/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0264 Epoch 31 Batch 263/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9432, Loss: 0.0194 Epoch 31 Batch 264/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9428, Loss: 0.0261 Epoch 31 Batch 265/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9453, Loss: 0.0256 Epoch 31 Batch 266/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9450, Loss: 0.0318 Epoch 31 Batch 267/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9400, Loss: 0.0226 Epoch 31 Batch 268/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9457, Loss: 0.0340 Epoch 31 Batch 269/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9411, Loss: 0.0326 Epoch 31 Batch 270/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9364, Loss: 0.0382 Epoch 31 Batch 271/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9368, Loss: 0.0288 Epoch 31 Batch 272/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9368, Loss: 0.0542 Epoch 31 Batch 273/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9318, Loss: 0.0238 Epoch 31 Batch 274/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9407, Loss: 0.0281 Epoch 31 Batch 275/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9315, Loss: 0.0257 Epoch 31 Batch 276/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9308, Loss: 0.0409 Epoch 31 Batch 277/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9308, Loss: 0.0208 Epoch 31 Batch 278/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9318, Loss: 0.0335 Epoch 31 Batch 279/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9357, Loss: 0.0292 Epoch 31 Batch 280/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9457, Loss: 0.0317 Epoch 31 Batch 281/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9457, Loss: 0.0338 Epoch 31 Batch 282/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9425, Loss: 0.0359 Epoch 31 Batch 283/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9411, Loss: 0.0270 Epoch 31 Batch 284/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9467, Loss: 0.0318 Epoch 31 Batch 285/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9471, Loss: 0.0319 Epoch 31 Batch 286/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9421, Loss: 0.0276 Epoch 31 Batch 287/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9418, Loss: 0.0348 Epoch 31 Batch 288/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9389, Loss: 0.0325 Epoch 31 Batch 289/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9389, Loss: 0.0222 Epoch 31 Batch 290/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9393, Loss: 0.0459 Epoch 31 Batch 291/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9396, Loss: 0.0408 Epoch 31 Batch 292/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9396, Loss: 0.0238 Epoch 31 Batch 293/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9393, Loss: 0.0249 Epoch 31 Batch 294/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9283, Loss: 0.0289 Epoch 31 Batch 295/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9283, Loss: 0.0310 Epoch 31 Batch 296/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9318, Loss: 0.0266 Epoch 31 Batch 297/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9272, Loss: 0.0317 Epoch 31 Batch 298/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9329, Loss: 0.0331 Epoch 31 Batch 299/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9332, Loss: 0.0307 Epoch 31 Batch 300/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9332, Loss: 0.0217 Epoch 31 Batch 301/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9467, Loss: 0.0262 Epoch 31 Batch 302/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9450, Loss: 0.0255 Epoch 31 Batch 303/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9499, Loss: 0.0295 Epoch 31 Batch 304/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9499, Loss: 0.0285 Epoch 31 Batch 305/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9545, Loss: 0.0338 Epoch 31 Batch 306/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9503, Loss: 0.0393 Epoch 31 Batch 307/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9489, Loss: 0.0285 Epoch 31 Batch 308/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9492, Loss: 0.0315 Epoch 31 Batch 309/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9492, Loss: 0.0228 Epoch 31 Batch 310/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9442, Loss: 0.0278 Epoch 31 Batch 311/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9396, Loss: 0.0230 Epoch 31 Batch 312/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9347, Loss: 0.0321 Epoch 31 Batch 313/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9418, Loss: 0.0209 Epoch 31 Batch 314/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9425, Loss: 0.0344 Epoch 31 Batch 315/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9421, Loss: 0.0265 Epoch 31 Batch 316/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9421, Loss: 0.0299 Epoch 31 Batch 317/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9411, Loss: 0.0338 Epoch 31 Batch 318/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9411, Loss: 0.0230 Epoch 31 Batch 319/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9453, Loss: 0.0396 Epoch 31 Batch 320/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9453, Loss: 0.0430 Epoch 31 Batch 321/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0232 Epoch 31 Batch 322/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9471, Loss: 0.0277 Epoch 31 Batch 323/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9439, Loss: 0.0284 Epoch 31 Batch 324/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9478, Loss: 0.0268 Epoch 31 Batch 325/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9499, Loss: 0.0291 Epoch 31 Batch 326/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9474, Loss: 0.0263 Epoch 31 Batch 327/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9460, Loss: 0.0373 Epoch 31 Batch 328/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0340 Epoch 31 Batch 329/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9453, Loss: 0.0307 Epoch 31 Batch 330/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9457, Loss: 0.0271 Epoch 31 Batch 331/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9503, Loss: 0.0311 Epoch 31 Batch 332/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9478, Loss: 0.0226 Epoch 31 Batch 333/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9478, Loss: 0.0253 Epoch 31 Batch 334/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9521, Loss: 0.0300 Epoch 31 Batch 335/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9517, Loss: 0.0302 Epoch 31 Batch 336/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9517, Loss: 0.0624 Epoch 31 Batch 337/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9513, Loss: 0.0303 Epoch 31 Batch 338/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9418, Loss: 0.0358 Epoch 31 Batch 339/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9418, Loss: 0.0224 Epoch 31 Batch 340/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9517, Loss: 0.0301 Epoch 31 Batch 341/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9446, Loss: 0.0359 Epoch 31 Batch 342/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9496, Loss: 0.0248 Epoch 31 Batch 343/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9446, Loss: 0.0376 Epoch 31 Batch 344/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9442, Loss: 0.0324 Epoch 31 Batch 345/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9446, Loss: 0.0213 Epoch 31 Batch 346/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9474, Loss: 0.0282 Epoch 31 Batch 347/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9467, Loss: 0.0228 Epoch 31 Batch 348/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9375, Loss: 0.0291 Epoch 31 Batch 349/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9347, Loss: 0.0265 Epoch 31 Batch 350/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9375, Loss: 0.0253 Epoch 31 Batch 351/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9347, Loss: 0.0288 Epoch 31 Batch 352/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9347, Loss: 0.0230 Epoch 31 Batch 353/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9396, Loss: 0.0277 Epoch 31 Batch 354/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9414, Loss: 0.0316 Epoch 31 Batch 355/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9407, Loss: 0.0279 Epoch 31 Batch 356/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9411, Loss: 0.0290 Epoch 31 Batch 357/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9421, Loss: 0.0295 Epoch 31 Batch 358/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9325, Loss: 0.0317 Epoch 31 Batch 359/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9276, Loss: 0.0283 Epoch 31 Batch 360/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0250 Epoch 31 Batch 361/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9332, Loss: 0.0248 Epoch 31 Batch 362/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9382, Loss: 0.0366 Epoch 31 Batch 363/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9428, Loss: 0.0309 Epoch 31 Batch 364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0409 Epoch 31 Batch 365/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9478, Loss: 0.0193 Epoch 31 Batch 366/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0237 Epoch 31 Batch 367/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9482, Loss: 0.0180 Epoch 31 Batch 368/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9432, Loss: 0.0266 Epoch 31 Batch 369/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9403, Loss: 0.0290 Epoch 31 Batch 370/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9428, Loss: 0.0308 Epoch 31 Batch 371/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9432, Loss: 0.0189 Epoch 31 Batch 372/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9361, Loss: 0.0221 Epoch 31 Batch 373/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9386, Loss: 0.0198 Epoch 31 Batch 374/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9386, Loss: 0.0290 Epoch 31 Batch 375/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9382, Loss: 0.0232 Epoch 31 Batch 376/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9393, Loss: 0.0336 Epoch 31 Batch 377/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9442, Loss: 0.0250 Epoch 31 Batch 378/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9318, Loss: 0.0202 Epoch 31 Batch 379/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0373 Epoch 31 Batch 380/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9460, Loss: 0.0254 Epoch 31 Batch 381/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9457, Loss: 0.0371 Epoch 31 Batch 382/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9457, Loss: 0.0393 Epoch 31 Batch 383/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9407, Loss: 0.0261 Epoch 31 Batch 384/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9361, Loss: 0.0211 Epoch 31 Batch 385/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9364, Loss: 0.0226 Epoch 31 Batch 386/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9393, Loss: 0.0236 Epoch 31 Batch 387/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0232 Epoch 31 Batch 388/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9453, Loss: 0.0409 Epoch 31 Batch 389/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9453, Loss: 0.0300 Epoch 31 Batch 390/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9453, Loss: 0.0403 Epoch 31 Batch 391/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9432, Loss: 0.0316 Epoch 31 Batch 392/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9379, Loss: 0.0371 Epoch 31 Batch 393/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9375, Loss: 0.0251 Epoch 31 Batch 394/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9379, Loss: 0.0257 Epoch 31 Batch 395/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9379, Loss: 0.0256 Epoch 31 Batch 396/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9482, Loss: 0.0292 Epoch 31 Batch 397/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9531, Loss: 0.0283 Epoch 31 Batch 398/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9418, Loss: 0.0263 Epoch 31 Batch 399/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9379, Loss: 0.0316 Epoch 31 Batch 400/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9432, Loss: 0.0305 Epoch 31 Batch 401/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9428, Loss: 0.0233 Epoch 31 Batch 402/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9435, Loss: 0.0229 Epoch 31 Batch 403/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9478, Loss: 0.0404 Epoch 31 Batch 404/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9414, Loss: 0.0307 Epoch 31 Batch 405/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9414, Loss: 0.0323 Epoch 31 Batch 406/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9460, Loss: 0.0277 Epoch 31 Batch 407/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9453, Loss: 0.0317 Epoch 31 Batch 408/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0313 Epoch 31 Batch 409/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9574, Loss: 0.0319 Epoch 31 Batch 410/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9521, Loss: 0.0361 Epoch 31 Batch 411/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9521, Loss: 0.0267 Epoch 31 Batch 412/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9517, Loss: 0.0244 Epoch 31 Batch 413/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9474, Loss: 0.0310 Epoch 31 Batch 414/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9425, Loss: 0.0259 Epoch 31 Batch 415/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9425, Loss: 0.0307 Epoch 31 Batch 416/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9425, Loss: 0.0273 Epoch 31 Batch 417/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9407, Loss: 0.0402 Epoch 31 Batch 418/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9457, Loss: 0.0228 Epoch 31 Batch 419/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9453, Loss: 0.0234 Epoch 31 Batch 420/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9503, Loss: 0.0221 Epoch 31 Batch 421/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9400, Loss: 0.0468 Epoch 31 Batch 422/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9432, Loss: 0.0324 Epoch 31 Batch 423/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9382, Loss: 0.0297 Epoch 31 Batch 424/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9403, Loss: 0.0261 Epoch 31 Batch 425/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9382, Loss: 0.0243 Epoch 31 Batch 426/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9350, Loss: 0.0364 Epoch 31 Batch 427/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9418, Loss: 0.0258 Epoch 31 Batch 428/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9364, Loss: 0.0236 Epoch 31 Batch 429/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9329, Loss: 0.0242 Epoch 31 Batch 430/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9329, Loss: 0.0242 Epoch 31 Batch 431/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9357, Loss: 0.0226 Epoch 31 Batch 432/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9421, Loss: 0.0281 Epoch 31 Batch 433/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9418, Loss: 0.0307 Epoch 31 Batch 434/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9439, Loss: 0.0257 Epoch 31 Batch 435/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9389, Loss: 0.0334 Epoch 31 Batch 436/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9339, Loss: 0.0311 Epoch 31 Batch 437/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9283, Loss: 0.0202 Epoch 31 Batch 438/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9304, Loss: 0.0268 Epoch 31 Batch 439/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9304, Loss: 0.0270 Epoch 31 Batch 440/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9304, Loss: 0.0337 Epoch 31 Batch 441/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9297, Loss: 0.0264 Epoch 31 Batch 442/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9293, Loss: 0.0331 Epoch 31 Batch 443/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9297, Loss: 0.0260 Epoch 31 Batch 444/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9311, Loss: 0.0295 Epoch 31 Batch 445/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9361, Loss: 0.0301 Epoch 31 Batch 446/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9411, Loss: 0.0224 Epoch 31 Batch 447/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9368, Loss: 0.0257 Epoch 31 Batch 448/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0335 Epoch 31 Batch 449/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9403, Loss: 0.0363 Epoch 31 Batch 450/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9357, Loss: 0.0312 Epoch 31 Batch 451/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9354, Loss: 0.0246 Epoch 31 Batch 452/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9354, Loss: 0.0229 Epoch 31 Batch 453/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9396, Loss: 0.0280 Epoch 31 Batch 454/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9318, Loss: 0.0384 Epoch 31 Batch 455/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9322, Loss: 0.0311 Epoch 31 Batch 456/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9411, Loss: 0.0300 Epoch 31 Batch 457/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9361, Loss: 0.0206 Epoch 31 Batch 458/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9318, Loss: 0.0340 Epoch 31 Batch 459/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9364, Loss: 0.0272 Epoch 31 Batch 460/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9364, Loss: 0.0344 Epoch 31 Batch 461/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9364, Loss: 0.0270 Epoch 31 Batch 462/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9435, Loss: 0.0273 Epoch 31 Batch 463/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9386, Loss: 0.0289 Epoch 31 Batch 464/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9336, Loss: 0.0276 Epoch 31 Batch 465/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9332, Loss: 0.0401 Epoch 31 Batch 466/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9332, Loss: 0.0280 Epoch 31 Batch 467/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9379, Loss: 0.0329 Epoch 31 Batch 468/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9350, Loss: 0.0274 Epoch 31 Batch 469/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9329, Loss: 0.0212 Epoch 31 Batch 470/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9322, Loss: 0.0291 Epoch 31 Batch 471/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9265, Loss: 0.0208 Epoch 31 Batch 472/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9265, Loss: 0.0256 Epoch 31 Batch 473/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9268, Loss: 0.0318 Epoch 31 Batch 474/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9268, Loss: 0.0249 Epoch 31 Batch 475/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9268, Loss: 0.0298 Epoch 31 Batch 476/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9343, Loss: 0.0210 Epoch 31 Batch 477/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9393, Loss: 0.0316 Epoch 31 Batch 478/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9393, Loss: 0.0304 Epoch 31 Batch 479/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9411, Loss: 0.0311 Epoch 31 Batch 480/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9336, Loss: 0.0272 Epoch 31 Batch 481/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9336, Loss: 0.0271 Epoch 31 Batch 482/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9332, Loss: 0.0271 Epoch 31 Batch 483/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9332, Loss: 0.0404 Epoch 31 Batch 484/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9283, Loss: 0.0322 Epoch 31 Batch 485/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9190, Loss: 0.0311 Epoch 31 Batch 486/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9190, Loss: 0.0245 Epoch 31 Batch 487/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9336, Loss: 0.0230 Epoch 31 Batch 488/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9357, Loss: 0.0221 Epoch 31 Batch 489/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9304, Loss: 0.0244 Epoch 31 Batch 490/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9286, Loss: 0.0339 Epoch 31 Batch 491/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9357, Loss: 0.0332 Epoch 31 Batch 492/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9268, Loss: 0.0314 Epoch 31 Batch 493/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9322, Loss: 0.0242 Epoch 31 Batch 494/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9322, Loss: 0.0244 Epoch 31 Batch 495/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9322, Loss: 0.0232 Epoch 31 Batch 496/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9368, Loss: 0.0276 Epoch 31 Batch 497/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9368, Loss: 0.0271 Epoch 31 Batch 498/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9411, Loss: 0.0317 Epoch 31 Batch 499/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9318, Loss: 0.0298 Epoch 31 Batch 500/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9343, Loss: 0.0214 Epoch 31 Batch 501/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9396, Loss: 0.0239 Epoch 31 Batch 502/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9386, Loss: 0.0293 Epoch 31 Batch 503/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9432, Loss: 0.0246 Epoch 31 Batch 504/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9453, Loss: 0.0252 Epoch 31 Batch 505/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9453, Loss: 0.0217 Epoch 31 Batch 506/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9361, Loss: 0.0375 Epoch 31 Batch 507/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9411, Loss: 0.0290 Epoch 31 Batch 508/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9453, Loss: 0.0266 Epoch 31 Batch 509/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9453, Loss: 0.0322 Epoch 31 Batch 510/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9474, Loss: 0.0259 Epoch 31 Batch 511/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0297 Epoch 31 Batch 512/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9396, Loss: 0.0219 Epoch 31 Batch 513/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9396, Loss: 0.0332 Epoch 31 Batch 514/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9439, Loss: 0.0231 Epoch 31 Batch 515/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0265 Epoch 31 Batch 516/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9393, Loss: 0.0281 Epoch 31 Batch 517/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9361, Loss: 0.0307 Epoch 31 Batch 518/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9350, Loss: 0.0246 Epoch 31 Batch 519/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9350, Loss: 0.0317 Epoch 31 Batch 520/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9251, Loss: 0.0212 Epoch 31 Batch 521/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9293, Loss: 0.0266 Epoch 31 Batch 522/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9212, Loss: 0.0345 Epoch 31 Batch 523/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9222, Loss: 0.0303 Epoch 31 Batch 524/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9215, Loss: 0.0284 Epoch 31 Batch 525/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9233, Loss: 0.0261 Epoch 31 Batch 526/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9286, Loss: 0.0237 Epoch 31 Batch 527/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9513, Loss: 0.0291 Epoch 31 Batch 528/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9510, Loss: 0.0283 Epoch 31 Batch 529/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9563, Loss: 0.0283 Epoch 31 Batch 530/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9535, Loss: 0.0325 Epoch 31 Batch 531/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9499, Loss: 0.0307 Epoch 31 Batch 532/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9450, Loss: 0.0350 Epoch 31 Batch 533/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9400, Loss: 0.0256 Epoch 31 Batch 534/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9332, Loss: 0.0343 Epoch 31 Batch 535/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9364, Loss: 0.0288 Epoch 31 Batch 536/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9361, Loss: 0.0295 Epoch 31 Batch 537/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9361, Loss: 0.0240 Epoch 31 Batch 538/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9407, Loss: 0.0205 Epoch 31 Batch 539/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9407, Loss: 0.0358 Epoch 31 Batch 540/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9467, Loss: 0.0215 Epoch 31 Batch 541/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9467, Loss: 0.0253 Epoch 31 Batch 542/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9457, Loss: 0.0289 Epoch 31 Batch 543/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9471, Loss: 0.0235 Epoch 31 Batch 544/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9421, Loss: 0.0168 Epoch 31 Batch 545/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9414, Loss: 0.0260 Epoch 31 Batch 546/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9354, Loss: 0.0295 Epoch 31 Batch 547/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9350, Loss: 0.0238 Epoch 31 Batch 548/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9347, Loss: 0.0340 Epoch 31 Batch 549/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9272, Loss: 0.0327 Epoch 31 Batch 550/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9290, Loss: 0.0295 Epoch 31 Batch 551/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9304, Loss: 0.0304 Epoch 31 Batch 552/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9297, Loss: 0.0368 Epoch 31 Batch 553/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9336, Loss: 0.0360 Epoch 31 Batch 554/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9382, Loss: 0.0272 Epoch 31 Batch 555/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9364, Loss: 0.0265 Epoch 31 Batch 556/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9339, Loss: 0.0210 Epoch 31 Batch 557/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9371, Loss: 0.0293 Epoch 31 Batch 558/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9368, Loss: 0.0217 Epoch 31 Batch 559/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9357, Loss: 0.0319 Epoch 31 Batch 560/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9308, Loss: 0.0320 Epoch 31 Batch 561/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9279, Loss: 0.0278 Epoch 31 Batch 562/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9265, Loss: 0.0223 Epoch 31 Batch 563/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9265, Loss: 0.0309 Epoch 31 Batch 564/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9336, Loss: 0.0407 Epoch 31 Batch 565/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9364, Loss: 0.0387 Epoch 31 Batch 566/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9361, Loss: 0.0325 Epoch 31 Batch 567/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9339, Loss: 0.0305 Epoch 31 Batch 568/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9336, Loss: 0.0255 Epoch 31 Batch 569/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9411, Loss: 0.0341 Epoch 31 Batch 570/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9411, Loss: 0.0358 Epoch 31 Batch 571/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9364, Loss: 0.0223 Epoch 31 Batch 572/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9457, Loss: 0.0319 Epoch 31 Batch 573/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9407, Loss: 0.0445 Epoch 31 Batch 574/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9364, Loss: 0.0297 Epoch 31 Batch 575/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9396, Loss: 0.0245 Epoch 31 Batch 576/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9386, Loss: 0.0216 Epoch 31 Batch 577/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9471, Loss: 0.0270 Epoch 31 Batch 578/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9471, Loss: 0.0222 Epoch 31 Batch 579/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9474, Loss: 0.0289 Epoch 31 Batch 580/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9496, Loss: 0.0224 Epoch 31 Batch 581/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9577, Loss: 0.0237 Epoch 31 Batch 582/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0241 Epoch 31 Batch 583/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9599, Loss: 0.0332 Epoch 31 Batch 584/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9549, Loss: 0.0324 Epoch 31 Batch 585/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9545, Loss: 0.0193 Epoch 31 Batch 586/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9545, Loss: 0.0264 Epoch 31 Batch 587/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9506, Loss: 0.0282 Epoch 31 Batch 588/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9531, Loss: 0.0259 Epoch 31 Batch 589/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9531, Loss: 0.0247 Epoch 31 Batch 590/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9535, Loss: 0.0285 Epoch 31 Batch 591/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9407, Loss: 0.0278 Epoch 31 Batch 592/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9403, Loss: 0.0276 Epoch 31 Batch 593/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9407, Loss: 0.0445 Epoch 31 Batch 594/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9453, Loss: 0.0321 Epoch 31 Batch 595/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9457, Loss: 0.0236 Epoch 31 Batch 596/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9453, Loss: 0.0294 Epoch 31 Batch 597/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9453, Loss: 0.0273 Epoch 31 Batch 598/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9446, Loss: 0.0302 Epoch 31 Batch 599/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9368, Loss: 0.0474 Epoch 31 Batch 600/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9464, Loss: 0.0395 Epoch 31 Batch 601/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9510, Loss: 0.0339 Epoch 31 Batch 602/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9464, Loss: 0.0294 Epoch 31 Batch 603/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0313 Epoch 31 Batch 604/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9510, Loss: 0.0454 Epoch 31 Batch 605/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9489, Loss: 0.0347 Epoch 31 Batch 606/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9542, Loss: 0.0227 Epoch 31 Batch 607/1077 - Train Accuracy: 0.9705, Validation Accuracy: 0.9492, Loss: 0.0370 Epoch 31 Batch 608/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9499, Loss: 0.0358 Epoch 31 Batch 609/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9499, Loss: 0.0362 Epoch 31 Batch 610/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9450, Loss: 0.0340 Epoch 31 Batch 611/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9343, Loss: 0.0295 Epoch 31 Batch 612/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9329, Loss: 0.0220 Epoch 31 Batch 613/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9329, Loss: 0.0364 Epoch 31 Batch 614/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9265, Loss: 0.0294 Epoch 31 Batch 615/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9318, Loss: 0.0212 Epoch 31 Batch 616/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9418, Loss: 0.0236 Epoch 31 Batch 617/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9453, Loss: 0.0236 Epoch 31 Batch 618/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9450, Loss: 0.0310 Epoch 31 Batch 619/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9439, Loss: 0.0223 Epoch 31 Batch 620/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9371, Loss: 0.0290 Epoch 31 Batch 621/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0332 Epoch 31 Batch 622/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9489, Loss: 0.0374 Epoch 31 Batch 623/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9364, Loss: 0.0390 Epoch 31 Batch 624/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9315, Loss: 0.0317 Epoch 31 Batch 625/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9364, Loss: 0.0262 Epoch 31 Batch 626/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9364, Loss: 0.0252 Epoch 31 Batch 627/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9343, Loss: 0.0277 Epoch 31 Batch 628/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9343, Loss: 0.0274 Epoch 31 Batch 629/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9347, Loss: 0.0321 Epoch 31 Batch 630/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9442, Loss: 0.0299 Epoch 31 Batch 631/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9450, Loss: 0.0368 Epoch 31 Batch 632/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9450, Loss: 0.0264 Epoch 31 Batch 633/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9446, Loss: 0.0290 Epoch 31 Batch 634/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9467, Loss: 0.0206 Epoch 31 Batch 635/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9489, Loss: 0.0343 Epoch 31 Batch 636/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9489, Loss: 0.0248 Epoch 31 Batch 637/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9524, Loss: 0.0270 Epoch 31 Batch 638/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9474, Loss: 0.0240 Epoch 31 Batch 639/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9418, Loss: 0.0372 Epoch 31 Batch 640/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9467, Loss: 0.0213 Epoch 31 Batch 641/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9467, Loss: 0.0317 Epoch 31 Batch 642/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9414, Loss: 0.0274 Epoch 31 Batch 643/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9414, Loss: 0.0222 Epoch 31 Batch 644/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9364, Loss: 0.0277 Epoch 31 Batch 645/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9311, Loss: 0.0329 Epoch 31 Batch 646/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9411, Loss: 0.0267 Epoch 31 Batch 647/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9457, Loss: 0.0322 Epoch 31 Batch 648/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9457, Loss: 0.0295 Epoch 31 Batch 649/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9439, Loss: 0.0306 Epoch 31 Batch 650/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9442, Loss: 0.0279 Epoch 31 Batch 651/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9439, Loss: 0.0253 Epoch 31 Batch 652/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9435, Loss: 0.0259 Epoch 31 Batch 653/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9435, Loss: 0.0345 Epoch 31 Batch 654/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9435, Loss: 0.0285 Epoch 31 Batch 655/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9467, Loss: 0.0392 Epoch 31 Batch 656/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9471, Loss: 0.0297 Epoch 31 Batch 657/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9375, Loss: 0.0296 Epoch 31 Batch 658/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9364, Loss: 0.0198 Epoch 31 Batch 659/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9315, Loss: 0.0287 Epoch 31 Batch 660/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9315, Loss: 0.0215 Epoch 31 Batch 661/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9364, Loss: 0.0307 Epoch 31 Batch 662/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9393, Loss: 0.0263 Epoch 31 Batch 663/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9407, Loss: 0.0248 Epoch 31 Batch 664/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0343 Epoch 31 Batch 665/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9361, Loss: 0.0233 Epoch 31 Batch 666/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9237, Loss: 0.0302 Epoch 31 Batch 667/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9237, Loss: 0.0303 Epoch 31 Batch 668/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9336, Loss: 0.0246 Epoch 31 Batch 669/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9336, Loss: 0.0231 Epoch 31 Batch 670/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9428, Loss: 0.0255 Epoch 31 Batch 671/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9428, Loss: 0.0314 Epoch 31 Batch 672/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9375, Loss: 0.0228 Epoch 31 Batch 673/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9379, Loss: 0.0321 Epoch 31 Batch 674/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9393, Loss: 0.0270 Epoch 31 Batch 675/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9389, Loss: 0.0279 Epoch 31 Batch 676/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9439, Loss: 0.0265 Epoch 31 Batch 677/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9354, Loss: 0.0314 Epoch 31 Batch 678/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9339, Loss: 0.0246 Epoch 31 Batch 679/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9339, Loss: 0.0261 Epoch 31 Batch 680/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9293, Loss: 0.0294 Epoch 31 Batch 681/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9339, Loss: 0.0249 Epoch 31 Batch 682/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9339, Loss: 0.0269 Epoch 31 Batch 683/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9339, Loss: 0.0238 Epoch 31 Batch 684/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9311, Loss: 0.0251 Epoch 31 Batch 685/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9347, Loss: 0.0362 Epoch 31 Batch 686/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9347, Loss: 0.0227 Epoch 31 Batch 687/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9339, Loss: 0.0266 Epoch 31 Batch 688/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9347, Loss: 0.0218 Epoch 31 Batch 689/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9350, Loss: 0.0199 Epoch 31 Batch 690/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9357, Loss: 0.0285 Epoch 31 Batch 691/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9361, Loss: 0.0292 Epoch 31 Batch 692/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9407, Loss: 0.0246 Epoch 31 Batch 693/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9407, Loss: 0.0429 Epoch 31 Batch 694/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9457, Loss: 0.0271 Epoch 31 Batch 695/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9457, Loss: 0.0280 Epoch 31 Batch 696/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9450, Loss: 0.0258 Epoch 31 Batch 697/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9457, Loss: 0.0257 Epoch 31 Batch 698/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9407, Loss: 0.0256 Epoch 31 Batch 699/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9407, Loss: 0.0205 Epoch 31 Batch 700/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9350, Loss: 0.0247 Epoch 31 Batch 701/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9354, Loss: 0.0302 Epoch 31 Batch 702/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9396, Loss: 0.0388 Epoch 31 Batch 703/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9396, Loss: 0.0275 Epoch 31 Batch 704/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9499, Loss: 0.0352 Epoch 31 Batch 705/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9506, Loss: 0.0320 Epoch 31 Batch 706/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9506, Loss: 0.0476 Epoch 31 Batch 707/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9457, Loss: 0.0313 Epoch 31 Batch 708/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9506, Loss: 0.0282 Epoch 31 Batch 709/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9496, Loss: 0.0358 Epoch 31 Batch 710/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9432, Loss: 0.0188 Epoch 31 Batch 711/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9450, Loss: 0.0384 Epoch 31 Batch 712/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9400, Loss: 0.0208 Epoch 31 Batch 713/1077 - Train Accuracy: 0.9538, Validation Accuracy: 0.9400, Loss: 0.0253 Epoch 31 Batch 714/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9201, Loss: 0.0262 Epoch 31 Batch 715/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9233, Loss: 0.0329 Epoch 31 Batch 716/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9290, Loss: 0.0259 Epoch 31 Batch 717/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9293, Loss: 0.0216 Epoch 31 Batch 718/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9290, Loss: 0.0272 Epoch 31 Batch 719/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9297, Loss: 0.0301 Epoch 31 Batch 720/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9279, Loss: 0.0298 Epoch 31 Batch 721/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9237, Loss: 0.0285 Epoch 31 Batch 722/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9254, Loss: 0.0278 Epoch 31 Batch 723/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9339, Loss: 0.0312 Epoch 31 Batch 724/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9435, Loss: 0.0321 Epoch 31 Batch 725/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9386, Loss: 0.0205 Epoch 31 Batch 726/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9311, Loss: 0.0248 Epoch 31 Batch 727/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9432, Loss: 0.0230 Epoch 31 Batch 728/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9336, Loss: 0.0391 Epoch 31 Batch 729/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9336, Loss: 0.0325 Epoch 31 Batch 730/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9357, Loss: 0.0328 Epoch 31 Batch 731/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9354, Loss: 0.0276 Epoch 31 Batch 732/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9389, Loss: 0.0305 Epoch 31 Batch 733/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9386, Loss: 0.0303 Epoch 31 Batch 734/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9393, Loss: 0.0269 Epoch 31 Batch 735/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9375, Loss: 0.0226 Epoch 31 Batch 736/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9375, Loss: 0.0252 Epoch 31 Batch 737/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9329, Loss: 0.0273 Epoch 31 Batch 738/1077 - Train Accuracy: 0.9772, Validation Accuracy: 0.9354, Loss: 0.0180 Epoch 31 Batch 739/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9276, Loss: 0.0294 Epoch 31 Batch 740/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9304, Loss: 0.0211 Epoch 31 Batch 741/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9293, Loss: 0.0319 Epoch 31 Batch 742/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9293, Loss: 0.0300 Epoch 31 Batch 743/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9368, Loss: 0.0299 Epoch 31 Batch 744/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9364, Loss: 0.0301 Epoch 31 Batch 745/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9364, Loss: 0.0293 Epoch 31 Batch 746/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9403, Loss: 0.0268 Epoch 31 Batch 747/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9361, Loss: 0.0202 Epoch 31 Batch 748/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9361, Loss: 0.0242 Epoch 31 Batch 749/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9332, Loss: 0.0221 Epoch 31 Batch 750/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9332, Loss: 0.0275 Epoch 31 Batch 751/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9297, Loss: 0.0259 Epoch 31 Batch 752/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9343, Loss: 0.0264 Epoch 31 Batch 753/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9357, Loss: 0.0219 Epoch 31 Batch 754/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9361, Loss: 0.0309 Epoch 31 Batch 755/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9371, Loss: 0.0314 Epoch 31 Batch 756/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9428, Loss: 0.0233 Epoch 31 Batch 757/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9460, Loss: 0.0271 Epoch 31 Batch 758/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9542, Loss: 0.0242 Epoch 31 Batch 759/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9549, Loss: 0.0281 Epoch 31 Batch 760/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9474, Loss: 0.0332 Epoch 31 Batch 761/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9556, Loss: 0.0257 Epoch 31 Batch 762/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9528, Loss: 0.0262 Epoch 31 Batch 763/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9482, Loss: 0.0333 Epoch 31 Batch 764/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9496, Loss: 0.0286 Epoch 31 Batch 765/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9560, Loss: 0.0339 Epoch 31 Batch 766/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9506, Loss: 0.0356 Epoch 31 Batch 767/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9450, Loss: 0.0258 Epoch 31 Batch 768/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0287 Epoch 31 Batch 769/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9489, Loss: 0.0299 Epoch 31 Batch 770/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9482, Loss: 0.0253 Epoch 31 Batch 771/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9467, Loss: 0.0278 Epoch 31 Batch 772/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9467, Loss: 0.0267 Epoch 31 Batch 773/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9478, Loss: 0.0272 Epoch 31 Batch 774/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0282 Epoch 31 Batch 775/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9585, Loss: 0.0276 Epoch 31 Batch 776/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9585, Loss: 0.0278 Epoch 31 Batch 777/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0230 Epoch 31 Batch 778/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9545, Loss: 0.0292 Epoch 31 Batch 779/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9588, Loss: 0.0252 Epoch 31 Batch 780/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9513, Loss: 0.0355 Epoch 31 Batch 781/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9457, Loss: 0.0202 Epoch 31 Batch 782/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9432, Loss: 0.0274 Epoch 31 Batch 783/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9386, Loss: 0.0300 Epoch 31 Batch 784/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9336, Loss: 0.0184 Epoch 31 Batch 785/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9336, Loss: 0.0223 Epoch 31 Batch 786/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9382, Loss: 0.0255 Epoch 31 Batch 787/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9386, Loss: 0.0290 Epoch 31 Batch 788/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9407, Loss: 0.0276 Epoch 31 Batch 789/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9357, Loss: 0.0283 Epoch 31 Batch 790/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9382, Loss: 0.0329 Epoch 31 Batch 791/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9382, Loss: 0.0329 Epoch 31 Batch 792/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0297 Epoch 31 Batch 793/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9482, Loss: 0.0279 Epoch 31 Batch 794/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9482, Loss: 0.0234 Epoch 31 Batch 795/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9506, Loss: 0.0340 Epoch 31 Batch 796/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9506, Loss: 0.0279 Epoch 31 Batch 797/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9531, Loss: 0.0317 Epoch 31 Batch 798/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9531, Loss: 0.0236 Epoch 31 Batch 799/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9510, Loss: 0.0404 Epoch 31 Batch 800/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9510, Loss: 0.0253 Epoch 31 Batch 801/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9506, Loss: 0.0292 Epoch 31 Batch 802/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9510, Loss: 0.0324 Epoch 31 Batch 803/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9414, Loss: 0.0298 Epoch 31 Batch 804/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9322, Loss: 0.0183 Epoch 31 Batch 805/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9332, Loss: 0.0284 Epoch 31 Batch 806/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9286, Loss: 0.0210 Epoch 31 Batch 807/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9286, Loss: 0.0200 Epoch 31 Batch 808/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9286, Loss: 0.0386 Epoch 31 Batch 809/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9268, Loss: 0.0447 Epoch 31 Batch 810/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9268, Loss: 0.0230 Epoch 31 Batch 811/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9371, Loss: 0.0280 Epoch 31 Batch 812/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9435, Loss: 0.0277 Epoch 31 Batch 813/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9411, Loss: 0.0266 Epoch 31 Batch 814/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9442, Loss: 0.0270 Epoch 31 Batch 815/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9510, Loss: 0.0330 Epoch 31 Batch 816/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9467, Loss: 0.0271 Epoch 31 Batch 817/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9439, Loss: 0.0270 Epoch 31 Batch 818/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9435, Loss: 0.0280 Epoch 31 Batch 819/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9538, Loss: 0.0276 Epoch 31 Batch 820/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9545, Loss: 0.0289 Epoch 31 Batch 821/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9528, Loss: 0.0265 Epoch 31 Batch 822/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9528, Loss: 0.0265 Epoch 31 Batch 823/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9528, Loss: 0.0265 Epoch 31 Batch 824/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9581, Loss: 0.0313 Epoch 31 Batch 825/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9517, Loss: 0.0215 Epoch 31 Batch 826/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9517, Loss: 0.0251 Epoch 31 Batch 827/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9517, Loss: 0.0290 Epoch 31 Batch 828/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9517, Loss: 0.0256 Epoch 31 Batch 829/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9457, Loss: 0.0389 Epoch 31 Batch 830/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9457, Loss: 0.0327 Epoch 31 Batch 831/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9450, Loss: 0.0267 Epoch 31 Batch 832/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9450, Loss: 0.0248 Epoch 31 Batch 833/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9450, Loss: 0.0327 Epoch 31 Batch 834/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9446, Loss: 0.0275 Epoch 31 Batch 835/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9400, Loss: 0.0288 Epoch 31 Batch 836/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9407, Loss: 0.0232 Epoch 31 Batch 837/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9457, Loss: 0.0342 Epoch 31 Batch 838/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9513, Loss: 0.0263 Epoch 31 Batch 839/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9560, Loss: 0.0224 Epoch 31 Batch 840/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9567, Loss: 0.0296 Epoch 31 Batch 841/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9560, Loss: 0.0422 Epoch 31 Batch 842/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9560, Loss: 0.0223 Epoch 31 Batch 843/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9602, Loss: 0.0224 Epoch 31 Batch 844/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9602, Loss: 0.0241 Epoch 31 Batch 845/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0268 Epoch 31 Batch 846/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9570, Loss: 0.0392 Epoch 31 Batch 847/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0308 Epoch 31 Batch 848/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9588, Loss: 0.0231 Epoch 31 Batch 849/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9542, Loss: 0.0183 Epoch 31 Batch 850/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9439, Loss: 0.0439 Epoch 31 Batch 851/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9411, Loss: 0.0368 Epoch 31 Batch 852/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9411, Loss: 0.0445 Epoch 31 Batch 853/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9411, Loss: 0.0256 Epoch 31 Batch 854/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9382, Loss: 0.0305 Epoch 31 Batch 855/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9386, Loss: 0.0353 Epoch 31 Batch 856/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9382, Loss: 0.0307 Epoch 31 Batch 857/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9382, Loss: 0.0247 Epoch 31 Batch 858/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0261 Epoch 31 Batch 859/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9464, Loss: 0.0245 Epoch 31 Batch 860/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9510, Loss: 0.0334 Epoch 31 Batch 861/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9453, Loss: 0.0310 Epoch 31 Batch 862/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9453, Loss: 0.0321 Epoch 31 Batch 863/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9450, Loss: 0.0224 Epoch 31 Batch 864/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9499, Loss: 0.0266 Epoch 31 Batch 865/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9496, Loss: 0.0272 Epoch 31 Batch 866/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9453, Loss: 0.0329 Epoch 31 Batch 867/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9528, Loss: 0.0669 Epoch 31 Batch 868/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0342 Epoch 31 Batch 869/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9528, Loss: 0.0245 Epoch 31 Batch 870/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9506, Loss: 0.0308 Epoch 31 Batch 871/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9556, Loss: 0.0218 Epoch 31 Batch 872/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9553, Loss: 0.0289 Epoch 31 Batch 873/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9478, Loss: 0.0292 Epoch 31 Batch 874/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9442, Loss: 0.0298 Epoch 31 Batch 875/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9492, Loss: 0.0272 Epoch 31 Batch 876/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9492, Loss: 0.0212 Epoch 31 Batch 877/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9467, Loss: 0.0237 Epoch 31 Batch 878/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9510, Loss: 0.0231 Epoch 31 Batch 879/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9510, Loss: 0.0202 Epoch 31 Batch 880/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9506, Loss: 0.0333 Epoch 31 Batch 881/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9531, Loss: 0.0265 Epoch 31 Batch 882/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9510, Loss: 0.0274 Epoch 31 Batch 883/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9414, Loss: 0.0366 Epoch 31 Batch 884/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9460, Loss: 0.0296 Epoch 31 Batch 885/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9460, Loss: 0.0191 Epoch 31 Batch 886/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0246 Epoch 31 Batch 887/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9460, Loss: 0.0303 Epoch 31 Batch 888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9464, Loss: 0.0280 Epoch 31 Batch 889/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9442, Loss: 0.0291 Epoch 31 Batch 890/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9439, Loss: 0.0312 Epoch 31 Batch 891/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9503, Loss: 0.0226 Epoch 31 Batch 892/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0268 Epoch 31 Batch 893/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0273 Epoch 31 Batch 894/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9421, Loss: 0.0232 Epoch 31 Batch 895/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9425, Loss: 0.0216 Epoch 31 Batch 896/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9354, Loss: 0.0270 Epoch 31 Batch 897/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9311, Loss: 0.0228 Epoch 31 Batch 898/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9354, Loss: 0.0271 Epoch 31 Batch 899/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9354, Loss: 0.0288 Epoch 31 Batch 900/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9400, Loss: 0.0300 Epoch 31 Batch 901/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9396, Loss: 0.0418 Epoch 31 Batch 902/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9407, Loss: 0.0340 Epoch 31 Batch 903/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9467, Loss: 0.0263 Epoch 31 Batch 904/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9545, Loss: 0.0256 Epoch 31 Batch 905/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0219 Epoch 31 Batch 906/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9545, Loss: 0.0248 Epoch 31 Batch 907/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9471, Loss: 0.0260 Epoch 31 Batch 908/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9403, Loss: 0.0285 Epoch 31 Batch 909/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9549, Loss: 0.0374 Epoch 31 Batch 910/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9503, Loss: 0.0332 Epoch 31 Batch 911/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9450, Loss: 0.0405 Epoch 31 Batch 912/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9446, Loss: 0.0240 Epoch 31 Batch 913/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9496, Loss: 0.0374 Epoch 31 Batch 914/1077 - Train Accuracy: 0.9456, Validation Accuracy: 0.9435, Loss: 0.0609 Epoch 31 Batch 915/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9432, Loss: 0.0240 Epoch 31 Batch 916/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9382, Loss: 0.0277 Epoch 31 Batch 917/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9382, Loss: 0.0299 Epoch 31 Batch 918/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9453, Loss: 0.0256 Epoch 31 Batch 919/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9414, Loss: 0.0224 Epoch 31 Batch 920/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0239 Epoch 31 Batch 921/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9368, Loss: 0.0281 Epoch 31 Batch 922/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9368, Loss: 0.0267 Epoch 31 Batch 923/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9460, Loss: 0.0183 Epoch 31 Batch 924/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9439, Loss: 0.0406 Epoch 31 Batch 925/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9450, Loss: 0.0238 Epoch 31 Batch 926/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9549, Loss: 0.0323 Epoch 31 Batch 927/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9549, Loss: 0.0327 Epoch 31 Batch 928/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9570, Loss: 0.0282 Epoch 31 Batch 929/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9616, Loss: 0.0252 Epoch 31 Batch 930/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9666, Loss: 0.0197 Epoch 31 Batch 931/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9446, Loss: 0.0287 Epoch 31 Batch 932/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9396, Loss: 0.0284 Epoch 31 Batch 933/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9400, Loss: 0.0234 Epoch 31 Batch 934/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9357, Loss: 0.0240 Epoch 31 Batch 935/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9407, Loss: 0.0283 Epoch 31 Batch 936/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9411, Loss: 0.0299 Epoch 31 Batch 937/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9411, Loss: 0.0378 Epoch 31 Batch 938/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9503, Loss: 0.0341 Epoch 31 Batch 939/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9577, Loss: 0.0314 Epoch 31 Batch 940/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9581, Loss: 0.0257 Epoch 31 Batch 941/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9538, Loss: 0.0262 Epoch 31 Batch 942/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9556, Loss: 0.0318 Epoch 31 Batch 943/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9535, Loss: 0.0293 Epoch 31 Batch 944/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9581, Loss: 0.0267 Epoch 31 Batch 945/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0224 Epoch 31 Batch 946/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9574, Loss: 0.0194 Epoch 31 Batch 947/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9574, Loss: 0.0333 Epoch 31 Batch 948/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9616, Loss: 0.0340 Epoch 31 Batch 949/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9506, Loss: 0.0220 Epoch 31 Batch 950/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9556, Loss: 0.0245 Epoch 31 Batch 951/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9606, Loss: 0.0306 Epoch 31 Batch 952/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0192 Epoch 31 Batch 953/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9585, Loss: 0.0228 Epoch 31 Batch 954/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9585, Loss: 0.0334 Epoch 31 Batch 955/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9585, Loss: 0.0307 Epoch 31 Batch 956/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9581, Loss: 0.0306 Epoch 31 Batch 957/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9531, Loss: 0.0179 Epoch 31 Batch 958/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9528, Loss: 0.0306 Epoch 31 Batch 959/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9421, Loss: 0.0322 Epoch 31 Batch 960/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9393, Loss: 0.0282 Epoch 31 Batch 961/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9229, Loss: 0.0212 Epoch 31 Batch 962/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9279, Loss: 0.0297 Epoch 31 Batch 963/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9329, Loss: 0.0384 Epoch 31 Batch 964/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9379, Loss: 0.0229 Epoch 31 Batch 965/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9545, Loss: 0.0437 Epoch 31 Batch 966/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9542, Loss: 0.0238 Epoch 31 Batch 967/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9549, Loss: 0.0323 Epoch 31 Batch 968/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9549, Loss: 0.0344 Epoch 31 Batch 969/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9545, Loss: 0.0358 Epoch 31 Batch 970/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9471, Loss: 0.0278 Epoch 31 Batch 971/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9425, Loss: 0.0319 Epoch 31 Batch 972/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9425, Loss: 0.0321 Epoch 31 Batch 973/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9396, Loss: 0.0233 Epoch 31 Batch 974/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0210 Epoch 31 Batch 975/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9492, Loss: 0.0268 Epoch 31 Batch 976/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9453, Loss: 0.0231 Epoch 31 Batch 977/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9435, Loss: 0.0186 Epoch 31 Batch 978/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9364, Loss: 0.0264 Epoch 31 Batch 979/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9364, Loss: 0.0250 Epoch 31 Batch 980/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9442, Loss: 0.0318 Epoch 31 Batch 981/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9524, Loss: 0.0334 Epoch 31 Batch 982/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0306 Epoch 31 Batch 983/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9411, Loss: 0.0260 Epoch 31 Batch 984/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9361, Loss: 0.0310 Epoch 31 Batch 985/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9457, Loss: 0.0238 Epoch 31 Batch 986/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0250 Epoch 31 Batch 987/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9510, Loss: 0.0245 Epoch 31 Batch 988/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9460, Loss: 0.0293 Epoch 31 Batch 989/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9460, Loss: 0.0316 Epoch 31 Batch 990/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9450, Loss: 0.0311 Epoch 31 Batch 991/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9432, Loss: 0.0250 Epoch 31 Batch 992/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9428, Loss: 0.0302 Epoch 31 Batch 993/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9450, Loss: 0.0206 Epoch 31 Batch 994/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9418, Loss: 0.0224 Epoch 31 Batch 995/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9364, Loss: 0.0259 Epoch 31 Batch 996/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9325, Loss: 0.0291 Epoch 31 Batch 997/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9371, Loss: 0.0291 Epoch 31 Batch 998/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9375, Loss: 0.0234 Epoch 31 Batch 999/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9322, Loss: 0.0338 Epoch 31 Batch 1000/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9339, Loss: 0.0291 Epoch 31 Batch 1001/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9290, Loss: 0.0251 Epoch 31 Batch 1002/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9244, Loss: 0.0185 Epoch 31 Batch 1003/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9233, Loss: 0.0259 Epoch 31 Batch 1004/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9233, Loss: 0.0265 Epoch 31 Batch 1005/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9233, Loss: 0.0271 Epoch 31 Batch 1006/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9279, Loss: 0.0243 Epoch 31 Batch 1007/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9286, Loss: 0.0221 Epoch 31 Batch 1008/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9290, Loss: 0.0284 Epoch 31 Batch 1009/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9400, Loss: 0.0176 Epoch 31 Batch 1010/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9400, Loss: 0.0254 Epoch 31 Batch 1011/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9407, Loss: 0.0317 Epoch 31 Batch 1012/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9453, Loss: 0.0207 Epoch 31 Batch 1013/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9428, Loss: 0.0208 Epoch 31 Batch 1014/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9428, Loss: 0.0236 Epoch 31 Batch 1015/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9400, Loss: 0.0394 Epoch 31 Batch 1016/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9442, Loss: 0.0241 Epoch 31 Batch 1017/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9446, Loss: 0.0226 Epoch 31 Batch 1018/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9389, Loss: 0.0345 Epoch 31 Batch 1019/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9332, Loss: 0.0370 Epoch 31 Batch 1020/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9386, Loss: 0.0249 Epoch 31 Batch 1021/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9379, Loss: 0.0297 Epoch 31 Batch 1022/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9379, Loss: 0.0252 Epoch 31 Batch 1023/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9432, Loss: 0.0270 Epoch 31 Batch 1024/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9432, Loss: 0.0318 Epoch 31 Batch 1025/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9432, Loss: 0.0259 Epoch 31 Batch 1026/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9386, Loss: 0.0343 Epoch 31 Batch 1027/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9439, Loss: 0.0255 Epoch 31 Batch 1028/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9492, Loss: 0.0267 Epoch 31 Batch 1029/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9428, Loss: 0.0235 Epoch 31 Batch 1030/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9418, Loss: 0.0258 Epoch 31 Batch 1031/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9371, Loss: 0.0298 Epoch 31 Batch 1032/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9371, Loss: 0.0304 Epoch 31 Batch 1033/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9361, Loss: 0.0313 Epoch 31 Batch 1034/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9364, Loss: 0.0261 Epoch 31 Batch 1035/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9332, Loss: 0.0180 Epoch 31 Batch 1036/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9407, Loss: 0.0419 Epoch 31 Batch 1037/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9457, Loss: 0.0279 Epoch 31 Batch 1038/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9382, Loss: 0.0363 Epoch 31 Batch 1039/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9386, Loss: 0.0308 Epoch 31 Batch 1040/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9389, Loss: 0.0287 Epoch 31 Batch 1041/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9382, Loss: 0.0343 Epoch 31 Batch 1042/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9347, Loss: 0.0272 Epoch 31 Batch 1043/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9396, Loss: 0.0394 Epoch 31 Batch 1044/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9460, Loss: 0.0325 Epoch 31 Batch 1045/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9450, Loss: 0.0287 Epoch 31 Batch 1046/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9428, Loss: 0.0207 Epoch 31 Batch 1047/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9425, Loss: 0.0222 Epoch 31 Batch 1048/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9478, Loss: 0.0345 Epoch 31 Batch 1049/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9339, Loss: 0.0312 Epoch 31 Batch 1050/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9371, Loss: 0.0210 Epoch 31 Batch 1051/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9368, Loss: 0.0324 Epoch 31 Batch 1052/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9393, Loss: 0.0236 Epoch 31 Batch 1053/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9435, Loss: 0.0285 Epoch 31 Batch 1054/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9435, Loss: 0.0259 Epoch 31 Batch 1055/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9528, Loss: 0.0317 Epoch 31 Batch 1056/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9503, Loss: 0.0245 Epoch 31 Batch 1057/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9485, Loss: 0.0257 Epoch 31 Batch 1058/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9482, Loss: 0.0296 Epoch 31 Batch 1059/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9482, Loss: 0.0346 Epoch 31 Batch 1060/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9435, Loss: 0.0246 Epoch 31 Batch 1061/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9482, Loss: 0.0430 Epoch 31 Batch 1062/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9457, Loss: 0.0320 Epoch 31 Batch 1063/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9503, Loss: 0.0347 Epoch 31 Batch 1064/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0261 Epoch 31 Batch 1065/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9620, Loss: 0.0305 Epoch 31 Batch 1066/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9521, Loss: 0.0218 Epoch 31 Batch 1067/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9524, Loss: 0.0304 Epoch 31 Batch 1068/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9478, Loss: 0.0214 Epoch 31 Batch 1069/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9531, Loss: 0.0220 Epoch 31 Batch 1070/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9457, Loss: 0.0264 Epoch 31 Batch 1071/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9524, Loss: 0.0293 Epoch 31 Batch 1072/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9524, Loss: 0.0272 Epoch 31 Batch 1073/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0282 Epoch 31 Batch 1074/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9482, Loss: 0.0408 Epoch 31 Batch 1075/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9482, Loss: 0.0359 Epoch 32 Batch 1/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0211 Epoch 32 Batch 2/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9485, Loss: 0.0298 Epoch 32 Batch 3/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0367 Epoch 32 Batch 4/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9489, Loss: 0.0268 Epoch 32 Batch 5/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9535, Loss: 0.0389 Epoch 32 Batch 6/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9506, Loss: 0.0222 Epoch 32 Batch 7/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9556, Loss: 0.0268 Epoch 32 Batch 8/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9556, Loss: 0.0274 Epoch 32 Batch 9/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9577, Loss: 0.0280 Epoch 32 Batch 10/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9581, Loss: 0.0264 Epoch 32 Batch 11/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9588, Loss: 0.0362 Epoch 32 Batch 12/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9542, Loss: 0.0254 Epoch 32 Batch 13/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9542, Loss: 0.0408 Epoch 32 Batch 14/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9492, Loss: 0.0222 Epoch 32 Batch 15/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9542, Loss: 0.0217 Epoch 32 Batch 16/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9553, Loss: 0.0292 Epoch 32 Batch 17/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9506, Loss: 0.0267 Epoch 32 Batch 18/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0249 Epoch 32 Batch 19/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9418, Loss: 0.0247 Epoch 32 Batch 20/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9414, Loss: 0.0292 Epoch 32 Batch 21/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9386, Loss: 0.0320 Epoch 32 Batch 22/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9336, Loss: 0.0279 Epoch 32 Batch 23/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9332, Loss: 0.0260 Epoch 32 Batch 24/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9304, Loss: 0.0349 Epoch 32 Batch 25/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9304, Loss: 0.0183 Epoch 32 Batch 26/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9379, Loss: 0.0349 Epoch 32 Batch 27/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9474, Loss: 0.0181 Epoch 32 Batch 28/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0271 Epoch 32 Batch 29/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9531, Loss: 0.0318 Epoch 32 Batch 30/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9506, Loss: 0.0279 Epoch 32 Batch 31/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9503, Loss: 0.0281 Epoch 32 Batch 32/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9446, Loss: 0.0212 Epoch 32 Batch 33/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9496, Loss: 0.0217 Epoch 32 Batch 34/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9471, Loss: 0.0290 Epoch 32 Batch 35/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9421, Loss: 0.0308 Epoch 32 Batch 36/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9471, Loss: 0.0243 Epoch 32 Batch 37/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9513, Loss: 0.0266 Epoch 32 Batch 38/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9521, Loss: 0.0331 Epoch 32 Batch 39/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9517, Loss: 0.0341 Epoch 32 Batch 40/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0200 Epoch 32 Batch 41/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9503, Loss: 0.0229 Epoch 32 Batch 42/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9453, Loss: 0.0370 Epoch 32 Batch 43/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9453, Loss: 0.0169 Epoch 32 Batch 44/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9482, Loss: 0.0198 Epoch 32 Batch 45/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9503, Loss: 0.0282 Epoch 32 Batch 46/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9503, Loss: 0.0348 Epoch 32 Batch 47/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9503, Loss: 0.0258 Epoch 32 Batch 48/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9435, Loss: 0.0345 Epoch 32 Batch 49/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0357 Epoch 32 Batch 50/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9435, Loss: 0.0249 Epoch 32 Batch 51/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9439, Loss: 0.0306 Epoch 32 Batch 52/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9432, Loss: 0.0381 Epoch 32 Batch 53/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0286 Epoch 32 Batch 54/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9336, Loss: 0.0479 Epoch 32 Batch 55/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9357, Loss: 0.0244 Epoch 32 Batch 56/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9308, Loss: 0.0213 Epoch 32 Batch 57/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9265, Loss: 0.0295 Epoch 32 Batch 58/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9361, Loss: 0.0276 Epoch 32 Batch 59/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9332, Loss: 0.0315 Epoch 32 Batch 60/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9382, Loss: 0.0186 Epoch 32 Batch 61/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9393, Loss: 0.0283 Epoch 32 Batch 62/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9371, Loss: 0.0328 Epoch 32 Batch 63/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9279, Loss: 0.0225 Epoch 32 Batch 64/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9322, Loss: 0.0252 Epoch 32 Batch 65/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9279, Loss: 0.0260 Epoch 32 Batch 66/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9325, Loss: 0.0157 Epoch 32 Batch 67/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9276, Loss: 0.0289 Epoch 32 Batch 68/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9343, Loss: 0.0394 Epoch 32 Batch 69/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9343, Loss: 0.0375 Epoch 32 Batch 70/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9382, Loss: 0.0392 Epoch 32 Batch 71/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0192 Epoch 32 Batch 72/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9482, Loss: 0.0280 Epoch 32 Batch 73/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9485, Loss: 0.0271 Epoch 32 Batch 74/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9446, Loss: 0.0242 Epoch 32 Batch 75/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9464, Loss: 0.0399 Epoch 32 Batch 76/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9464, Loss: 0.0216 Epoch 32 Batch 77/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9446, Loss: 0.0283 Epoch 32 Batch 78/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9446, Loss: 0.0269 Epoch 32 Batch 79/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9371, Loss: 0.0249 Epoch 32 Batch 80/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9364, Loss: 0.0261 Epoch 32 Batch 81/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9364, Loss: 0.0231 Epoch 32 Batch 82/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9414, Loss: 0.0289 Epoch 32 Batch 83/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9414, Loss: 0.0225 Epoch 32 Batch 84/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9414, Loss: 0.0252 Epoch 32 Batch 85/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9361, Loss: 0.0268 Epoch 32 Batch 86/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9364, Loss: 0.0261 Epoch 32 Batch 87/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9364, Loss: 0.0344 Epoch 32 Batch 88/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9411, Loss: 0.0348 Epoch 32 Batch 89/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9503, Loss: 0.0317 Epoch 32 Batch 90/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0250 Epoch 32 Batch 91/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9492, Loss: 0.0236 Epoch 32 Batch 92/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9442, Loss: 0.0309 Epoch 32 Batch 93/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9350, Loss: 0.0276 Epoch 32 Batch 94/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9357, Loss: 0.0235 Epoch 32 Batch 95/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9407, Loss: 0.0295 Epoch 32 Batch 96/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9400, Loss: 0.0281 Epoch 32 Batch 97/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9432, Loss: 0.0326 Epoch 32 Batch 98/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9457, Loss: 0.0328 Epoch 32 Batch 99/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0209 Epoch 32 Batch 100/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9393, Loss: 0.0266 Epoch 32 Batch 101/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9485, Loss: 0.0254 Epoch 32 Batch 102/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9435, Loss: 0.0205 Epoch 32 Batch 103/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9418, Loss: 0.0345 Epoch 32 Batch 104/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9464, Loss: 0.0295 Epoch 32 Batch 105/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9457, Loss: 0.0240 Epoch 32 Batch 106/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9457, Loss: 0.0302 Epoch 32 Batch 107/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9457, Loss: 0.0309 Epoch 32 Batch 108/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9482, Loss: 0.0377 Epoch 32 Batch 109/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9471, Loss: 0.0260 Epoch 32 Batch 110/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0196 Epoch 32 Batch 111/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9528, Loss: 0.0266 Epoch 32 Batch 112/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9581, Loss: 0.0191 Epoch 32 Batch 113/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9538, Loss: 0.0326 Epoch 32 Batch 114/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9506, Loss: 0.0212 Epoch 32 Batch 115/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9506, Loss: 0.0323 Epoch 32 Batch 116/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9553, Loss: 0.0436 Epoch 32 Batch 117/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0252 Epoch 32 Batch 118/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9503, Loss: 0.0296 Epoch 32 Batch 119/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9478, Loss: 0.0212 Epoch 32 Batch 120/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0327 Epoch 32 Batch 121/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9524, Loss: 0.0271 Epoch 32 Batch 122/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0238 Epoch 32 Batch 123/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0190 Epoch 32 Batch 124/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0297 Epoch 32 Batch 125/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9595, Loss: 0.0388 Epoch 32 Batch 126/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9595, Loss: 0.0257 Epoch 32 Batch 127/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9521, Loss: 0.0266 Epoch 32 Batch 128/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9471, Loss: 0.0238 Epoch 32 Batch 129/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9471, Loss: 0.0332 Epoch 32 Batch 130/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9471, Loss: 0.0261 Epoch 32 Batch 131/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9432, Loss: 0.0287 Epoch 32 Batch 132/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9432, Loss: 0.0237 Epoch 32 Batch 133/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9482, Loss: 0.0194 Epoch 32 Batch 134/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9478, Loss: 0.0286 Epoch 32 Batch 135/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9485, Loss: 0.0264 Epoch 32 Batch 136/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9485, Loss: 0.0195 Epoch 32 Batch 137/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9485, Loss: 0.0271 Epoch 32 Batch 138/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9489, Loss: 0.0301 Epoch 32 Batch 139/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9553, Loss: 0.0300 Epoch 32 Batch 140/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9503, Loss: 0.0252 Epoch 32 Batch 141/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9482, Loss: 0.0256 Epoch 32 Batch 142/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9506, Loss: 0.0299 Epoch 32 Batch 143/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9457, Loss: 0.0276 Epoch 32 Batch 144/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9457, Loss: 0.0410 Epoch 32 Batch 145/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9478, Loss: 0.0266 Epoch 32 Batch 146/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9524, Loss: 0.0675 Epoch 32 Batch 147/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9592, Loss: 0.0244 Epoch 32 Batch 148/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9592, Loss: 0.0309 Epoch 32 Batch 149/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9592, Loss: 0.0239 Epoch 32 Batch 150/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9560, Loss: 0.0295 Epoch 32 Batch 151/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9538, Loss: 0.0266 Epoch 32 Batch 152/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9517, Loss: 0.0330 Epoch 32 Batch 153/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9574, Loss: 0.0418 Epoch 32 Batch 154/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9641, Loss: 0.0271 Epoch 32 Batch 155/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9624, Loss: 0.0245 Epoch 32 Batch 156/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9645, Loss: 0.0190 Epoch 32 Batch 157/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9645, Loss: 0.0245 Epoch 32 Batch 158/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9616, Loss: 0.0303 Epoch 32 Batch 159/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9503, Loss: 0.0283 Epoch 32 Batch 160/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0257 Epoch 32 Batch 161/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9489, Loss: 0.0185 Epoch 32 Batch 162/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9482, Loss: 0.0296 Epoch 32 Batch 163/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9482, Loss: 0.0392 Epoch 32 Batch 164/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9435, Loss: 0.0261 Epoch 32 Batch 165/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9435, Loss: 0.0428 Epoch 32 Batch 166/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9386, Loss: 0.0297 Epoch 32 Batch 167/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9315, Loss: 0.0242 Epoch 32 Batch 168/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9304, Loss: 0.0358 Epoch 32 Batch 169/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9325, Loss: 0.0241 Epoch 32 Batch 170/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9357, Loss: 0.0333 Epoch 32 Batch 171/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9357, Loss: 0.0252 Epoch 32 Batch 172/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9332, Loss: 0.0250 Epoch 32 Batch 173/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9343, Loss: 0.0281 Epoch 32 Batch 174/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9343, Loss: 0.0212 Epoch 32 Batch 175/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9293, Loss: 0.0395 Epoch 32 Batch 176/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9563, Loss: 0.0310 Epoch 32 Batch 177/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9439, Loss: 0.0328 Epoch 32 Batch 178/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9531, Loss: 0.0262 Epoch 32 Batch 179/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9403, Loss: 0.0293 Epoch 32 Batch 180/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9403, Loss: 0.0229 Epoch 32 Batch 181/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9450, Loss: 0.0297 Epoch 32 Batch 182/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9450, Loss: 0.0320 Epoch 32 Batch 183/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9450, Loss: 0.0300 Epoch 32 Batch 184/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9496, Loss: 0.0299 Epoch 32 Batch 185/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0317 Epoch 32 Batch 186/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9446, Loss: 0.0301 Epoch 32 Batch 187/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9524, Loss: 0.0221 Epoch 32 Batch 188/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9499, Loss: 0.0288 Epoch 32 Batch 189/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9499, Loss: 0.0288 Epoch 32 Batch 190/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9496, Loss: 0.0243 Epoch 32 Batch 191/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9496, Loss: 0.0234 Epoch 32 Batch 192/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9496, Loss: 0.0285 Epoch 32 Batch 193/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9474, Loss: 0.0233 Epoch 32 Batch 194/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9457, Loss: 0.0205 Epoch 32 Batch 195/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9460, Loss: 0.0217 Epoch 32 Batch 196/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9457, Loss: 0.0217 Epoch 32 Batch 197/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9524, Loss: 0.0292 Epoch 32 Batch 198/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9570, Loss: 0.0303 Epoch 32 Batch 199/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9574, Loss: 0.0234 Epoch 32 Batch 200/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9574, Loss: 0.0273 Epoch 32 Batch 201/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9577, Loss: 0.0241 Epoch 32 Batch 202/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9528, Loss: 0.0240 Epoch 32 Batch 203/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9531, Loss: 0.0293 Epoch 32 Batch 204/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9510, Loss: 0.0426 Epoch 32 Batch 205/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9460, Loss: 0.0347 Epoch 32 Batch 206/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9460, Loss: 0.0203 Epoch 32 Batch 207/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0248 Epoch 32 Batch 208/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9460, Loss: 0.0224 Epoch 32 Batch 209/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9432, Loss: 0.0206 Epoch 32 Batch 210/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9432, Loss: 0.0293 Epoch 32 Batch 211/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9432, Loss: 0.0248 Epoch 32 Batch 212/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0251 Epoch 32 Batch 213/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9474, Loss: 0.0240 Epoch 32 Batch 214/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9428, Loss: 0.0257 Epoch 32 Batch 215/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9482, Loss: 0.0299 Epoch 32 Batch 216/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0244 Epoch 32 Batch 217/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9482, Loss: 0.0206 Epoch 32 Batch 218/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9432, Loss: 0.0314 Epoch 32 Batch 219/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9450, Loss: 0.0216 Epoch 32 Batch 220/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9400, Loss: 0.0280 Epoch 32 Batch 221/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9453, Loss: 0.0267 Epoch 32 Batch 222/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9450, Loss: 0.0271 Epoch 32 Batch 223/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9428, Loss: 0.0268 Epoch 32 Batch 224/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9421, Loss: 0.0249 Epoch 32 Batch 225/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9421, Loss: 0.0334 Epoch 32 Batch 226/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9467, Loss: 0.0227 Epoch 32 Batch 227/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9499, Loss: 0.0312 Epoch 32 Batch 228/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9499, Loss: 0.0210 Epoch 32 Batch 229/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9403, Loss: 0.0261 Epoch 32 Batch 230/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9371, Loss: 0.0240 Epoch 32 Batch 231/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9439, Loss: 0.0318 Epoch 32 Batch 232/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9435, Loss: 0.0229 Epoch 32 Batch 233/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9386, Loss: 0.0315 Epoch 32 Batch 234/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9336, Loss: 0.0280 Epoch 32 Batch 235/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0293 Epoch 32 Batch 236/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9411, Loss: 0.0301 Epoch 32 Batch 237/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9506, Loss: 0.0228 Epoch 32 Batch 238/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9506, Loss: 0.0256 Epoch 32 Batch 239/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0178 Epoch 32 Batch 240/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9503, Loss: 0.0197 Epoch 32 Batch 241/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0197 Epoch 32 Batch 242/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9457, Loss: 0.0238 Epoch 32 Batch 243/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9503, Loss: 0.0322 Epoch 32 Batch 244/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9499, Loss: 0.0254 Epoch 32 Batch 245/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0221 Epoch 32 Batch 246/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9393, Loss: 0.0256 Epoch 32 Batch 247/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9368, Loss: 0.0265 Epoch 32 Batch 248/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0262 Epoch 32 Batch 249/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9393, Loss: 0.0219 Epoch 32 Batch 250/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9389, Loss: 0.0263 Epoch 32 Batch 251/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9361, Loss: 0.0309 Epoch 32 Batch 252/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9467, Loss: 0.0323 Epoch 32 Batch 253/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9496, Loss: 0.0262 Epoch 32 Batch 254/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9496, Loss: 0.0301 Epoch 32 Batch 255/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9425, Loss: 0.0243 Epoch 32 Batch 256/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9474, Loss: 0.0477 Epoch 32 Batch 257/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0284 Epoch 32 Batch 258/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9425, Loss: 0.0241 Epoch 32 Batch 259/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9595, Loss: 0.0242 Epoch 32 Batch 260/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9620, Loss: 0.0246 Epoch 32 Batch 261/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9620, Loss: 0.0228 Epoch 32 Batch 262/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9620, Loss: 0.0239 Epoch 32 Batch 263/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9624, Loss: 0.0222 Epoch 32 Batch 264/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0258 Epoch 32 Batch 265/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9542, Loss: 0.0261 Epoch 32 Batch 266/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9538, Loss: 0.0291 Epoch 32 Batch 267/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9400, Loss: 0.0211 Epoch 32 Batch 268/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9428, Loss: 0.0336 Epoch 32 Batch 269/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9386, Loss: 0.0332 Epoch 32 Batch 270/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9386, Loss: 0.0355 Epoch 32 Batch 271/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9428, Loss: 0.0247 Epoch 32 Batch 272/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9528, Loss: 0.0511 Epoch 32 Batch 273/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9545, Loss: 0.0263 Epoch 32 Batch 274/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9549, Loss: 0.0268 Epoch 32 Batch 275/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9411, Loss: 0.0269 Epoch 32 Batch 276/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9464, Loss: 0.0377 Epoch 32 Batch 277/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9290, Loss: 0.0186 Epoch 32 Batch 278/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9339, Loss: 0.0361 Epoch 32 Batch 279/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9435, Loss: 0.0312 Epoch 32 Batch 280/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9545, Loss: 0.0306 Epoch 32 Batch 281/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9364, Loss: 0.0309 Epoch 32 Batch 282/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9361, Loss: 0.0311 Epoch 32 Batch 283/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9244, Loss: 0.0247 Epoch 32 Batch 284/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9272, Loss: 0.0320 Epoch 32 Batch 285/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9371, Loss: 0.0263 Epoch 32 Batch 286/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9371, Loss: 0.0250 Epoch 32 Batch 287/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9361, Loss: 0.0325 Epoch 32 Batch 288/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9432, Loss: 0.0365 Epoch 32 Batch 289/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9425, Loss: 0.0229 Epoch 32 Batch 290/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9450, Loss: 0.0439 Epoch 32 Batch 291/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9308, Loss: 0.0376 Epoch 32 Batch 292/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9308, Loss: 0.0224 Epoch 32 Batch 293/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9347, Loss: 0.0247 Epoch 32 Batch 294/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9411, Loss: 0.0297 Epoch 32 Batch 295/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9460, Loss: 0.0307 Epoch 32 Batch 296/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9407, Loss: 0.0248 Epoch 32 Batch 297/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9407, Loss: 0.0296 Epoch 32 Batch 298/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9339, Loss: 0.0330 Epoch 32 Batch 299/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9318, Loss: 0.0277 Epoch 32 Batch 300/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9379, Loss: 0.0206 Epoch 32 Batch 301/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0234 Epoch 32 Batch 302/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0243 Epoch 32 Batch 303/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9521, Loss: 0.0297 Epoch 32 Batch 304/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0278 Epoch 32 Batch 305/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9570, Loss: 0.0248 Epoch 32 Batch 306/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9570, Loss: 0.0396 Epoch 32 Batch 307/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9474, Loss: 0.0243 Epoch 32 Batch 308/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9517, Loss: 0.0302 Epoch 32 Batch 309/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0214 Epoch 32 Batch 310/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9464, Loss: 0.0266 Epoch 32 Batch 311/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9460, Loss: 0.0205 Epoch 32 Batch 312/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9414, Loss: 0.0345 Epoch 32 Batch 313/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9464, Loss: 0.0217 Epoch 32 Batch 314/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9421, Loss: 0.0349 Epoch 32 Batch 315/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9421, Loss: 0.0222 Epoch 32 Batch 316/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9421, Loss: 0.0302 Epoch 32 Batch 317/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9471, Loss: 0.0299 Epoch 32 Batch 318/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9521, Loss: 0.0207 Epoch 32 Batch 319/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9521, Loss: 0.0307 Epoch 32 Batch 320/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9464, Loss: 0.0395 Epoch 32 Batch 321/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9375, Loss: 0.0222 Epoch 32 Batch 322/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9428, Loss: 0.0254 Epoch 32 Batch 323/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9474, Loss: 0.0283 Epoch 32 Batch 324/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9432, Loss: 0.0246 Epoch 32 Batch 325/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9428, Loss: 0.0262 Epoch 32 Batch 326/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9450, Loss: 0.0245 Epoch 32 Batch 327/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9450, Loss: 0.0375 Epoch 32 Batch 328/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9403, Loss: 0.0326 Epoch 32 Batch 329/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9339, Loss: 0.0266 Epoch 32 Batch 330/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9339, Loss: 0.0264 Epoch 32 Batch 331/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9311, Loss: 0.0270 Epoch 32 Batch 332/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9368, Loss: 0.0203 Epoch 32 Batch 333/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9368, Loss: 0.0243 Epoch 32 Batch 334/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9432, Loss: 0.0253 Epoch 32 Batch 335/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0288 Epoch 32 Batch 336/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9524, Loss: 0.0669 Epoch 32 Batch 337/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9524, Loss: 0.0282 Epoch 32 Batch 338/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9467, Loss: 0.0378 Epoch 32 Batch 339/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9467, Loss: 0.0228 Epoch 32 Batch 340/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9517, Loss: 0.0227 Epoch 32 Batch 341/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9442, Loss: 0.0357 Epoch 32 Batch 342/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9400, Loss: 0.0228 Epoch 32 Batch 343/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9350, Loss: 0.0355 Epoch 32 Batch 344/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9478, Loss: 0.0297 Epoch 32 Batch 345/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9425, Loss: 0.0230 Epoch 32 Batch 346/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9432, Loss: 0.0269 Epoch 32 Batch 347/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9382, Loss: 0.0221 Epoch 32 Batch 348/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9368, Loss: 0.0336 Epoch 32 Batch 349/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9379, Loss: 0.0250 Epoch 32 Batch 350/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9407, Loss: 0.0250 Epoch 32 Batch 351/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9361, Loss: 0.0296 Epoch 32 Batch 352/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9315, Loss: 0.0229 Epoch 32 Batch 353/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9322, Loss: 0.0311 Epoch 32 Batch 354/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9368, Loss: 0.0292 Epoch 32 Batch 355/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9368, Loss: 0.0279 Epoch 32 Batch 356/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9368, Loss: 0.0265 Epoch 32 Batch 357/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9368, Loss: 0.0297 Epoch 32 Batch 358/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9371, Loss: 0.0322 Epoch 32 Batch 359/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9318, Loss: 0.0256 Epoch 32 Batch 360/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9318, Loss: 0.0206 Epoch 32 Batch 361/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9315, Loss: 0.0222 Epoch 32 Batch 362/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9240, Loss: 0.0350 Epoch 32 Batch 363/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9261, Loss: 0.0259 Epoch 32 Batch 364/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9311, Loss: 0.0378 Epoch 32 Batch 365/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9311, Loss: 0.0197 Epoch 32 Batch 366/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9375, Loss: 0.0200 Epoch 32 Batch 367/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9375, Loss: 0.0212 Epoch 32 Batch 368/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9347, Loss: 0.0270 Epoch 32 Batch 369/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9347, Loss: 0.0255 Epoch 32 Batch 370/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9347, Loss: 0.0285 Epoch 32 Batch 371/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9350, Loss: 0.0226 Epoch 32 Batch 372/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9371, Loss: 0.0207 Epoch 32 Batch 373/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9421, Loss: 0.0210 Epoch 32 Batch 374/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9396, Loss: 0.0288 Epoch 32 Batch 375/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9329, Loss: 0.0255 Epoch 32 Batch 376/1077 - Train Accuracy: 0.9389, Validation Accuracy: 0.9311, Loss: 0.0322 Epoch 32 Batch 377/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9368, Loss: 0.0251 Epoch 32 Batch 378/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9418, Loss: 0.0199 Epoch 32 Batch 379/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9485, Loss: 0.0347 Epoch 32 Batch 380/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9478, Loss: 0.0252 Epoch 32 Batch 381/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9386, Loss: 0.0337 Epoch 32 Batch 382/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9407, Loss: 0.0382 Epoch 32 Batch 383/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9453, Loss: 0.0256 Epoch 32 Batch 384/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9517, Loss: 0.0204 Epoch 32 Batch 385/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0198 Epoch 32 Batch 386/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9471, Loss: 0.0223 Epoch 32 Batch 387/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9471, Loss: 0.0258 Epoch 32 Batch 388/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9421, Loss: 0.0409 Epoch 32 Batch 389/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9418, Loss: 0.0302 Epoch 32 Batch 390/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9418, Loss: 0.0384 Epoch 32 Batch 391/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9414, Loss: 0.0319 Epoch 32 Batch 392/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9421, Loss: 0.0376 Epoch 32 Batch 393/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9403, Loss: 0.0266 Epoch 32 Batch 394/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9457, Loss: 0.0271 Epoch 32 Batch 395/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9450, Loss: 0.0257 Epoch 32 Batch 396/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0291 Epoch 32 Batch 397/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9407, Loss: 0.0294 Epoch 32 Batch 398/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9403, Loss: 0.0266 Epoch 32 Batch 399/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9308, Loss: 0.0307 Epoch 32 Batch 400/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9357, Loss: 0.0264 Epoch 32 Batch 401/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9450, Loss: 0.0221 Epoch 32 Batch 402/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9364, Loss: 0.0230 Epoch 32 Batch 403/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9439, Loss: 0.0405 Epoch 32 Batch 404/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9435, Loss: 0.0279 Epoch 32 Batch 405/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9386, Loss: 0.0338 Epoch 32 Batch 406/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9386, Loss: 0.0253 Epoch 32 Batch 407/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9389, Loss: 0.0311 Epoch 32 Batch 408/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9368, Loss: 0.0307 Epoch 32 Batch 409/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9368, Loss: 0.0316 Epoch 32 Batch 410/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9361, Loss: 0.0409 Epoch 32 Batch 411/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9311, Loss: 0.0289 Epoch 32 Batch 412/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9418, Loss: 0.0229 Epoch 32 Batch 413/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9421, Loss: 0.0251 Epoch 32 Batch 414/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9350, Loss: 0.0265 Epoch 32 Batch 415/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9350, Loss: 0.0297 Epoch 32 Batch 416/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9400, Loss: 0.0241 Epoch 32 Batch 417/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9499, Loss: 0.0388 Epoch 32 Batch 418/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9425, Loss: 0.0246 Epoch 32 Batch 419/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9467, Loss: 0.0246 Epoch 32 Batch 420/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0202 Epoch 32 Batch 421/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9400, Loss: 0.0442 Epoch 32 Batch 422/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9446, Loss: 0.0237 Epoch 32 Batch 423/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9350, Loss: 0.0309 Epoch 32 Batch 424/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9350, Loss: 0.0274 Epoch 32 Batch 425/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9347, Loss: 0.0265 Epoch 32 Batch 426/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9343, Loss: 0.0293 Epoch 32 Batch 427/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9350, Loss: 0.0233 Epoch 32 Batch 428/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9297, Loss: 0.0244 Epoch 32 Batch 429/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9286, Loss: 0.0263 Epoch 32 Batch 430/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9286, Loss: 0.0233 Epoch 32 Batch 431/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9329, Loss: 0.0221 Epoch 32 Batch 432/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9329, Loss: 0.0288 Epoch 32 Batch 433/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9276, Loss: 0.0310 Epoch 32 Batch 434/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9276, Loss: 0.0253 Epoch 32 Batch 435/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9276, Loss: 0.0328 Epoch 32 Batch 436/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9247, Loss: 0.0279 Epoch 32 Batch 437/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9251, Loss: 0.0236 Epoch 32 Batch 438/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9283, Loss: 0.0241 Epoch 32 Batch 439/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9332, Loss: 0.0293 Epoch 32 Batch 440/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9354, Loss: 0.0357 Epoch 32 Batch 441/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9354, Loss: 0.0270 Epoch 32 Batch 442/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9308, Loss: 0.0318 Epoch 32 Batch 443/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9308, Loss: 0.0237 Epoch 32 Batch 444/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9308, Loss: 0.0287 Epoch 32 Batch 445/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9407, Loss: 0.0303 Epoch 32 Batch 446/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0229 Epoch 32 Batch 447/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9411, Loss: 0.0254 Epoch 32 Batch 448/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9414, Loss: 0.0335 Epoch 32 Batch 449/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9368, Loss: 0.0384 Epoch 32 Batch 450/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9347, Loss: 0.0363 Epoch 32 Batch 451/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9293, Loss: 0.0256 Epoch 32 Batch 452/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9343, Loss: 0.0220 Epoch 32 Batch 453/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9343, Loss: 0.0246 Epoch 32 Batch 454/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9336, Loss: 0.0405 Epoch 32 Batch 455/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9343, Loss: 0.0279 Epoch 32 Batch 456/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9343, Loss: 0.0296 Epoch 32 Batch 457/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9343, Loss: 0.0210 Epoch 32 Batch 458/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9396, Loss: 0.0316 Epoch 32 Batch 459/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9464, Loss: 0.0272 Epoch 32 Batch 460/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9464, Loss: 0.0306 Epoch 32 Batch 461/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9464, Loss: 0.0245 Epoch 32 Batch 462/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9364, Loss: 0.0286 Epoch 32 Batch 463/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9318, Loss: 0.0267 Epoch 32 Batch 464/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9318, Loss: 0.0285 Epoch 32 Batch 465/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9311, Loss: 0.0383 Epoch 32 Batch 466/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9357, Loss: 0.0289 Epoch 32 Batch 467/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9261, Loss: 0.0291 Epoch 32 Batch 468/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9261, Loss: 0.0275 Epoch 32 Batch 469/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9240, Loss: 0.0224 Epoch 32 Batch 470/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9187, Loss: 0.0288 Epoch 32 Batch 471/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9187, Loss: 0.0185 Epoch 32 Batch 472/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9308, Loss: 0.0283 Epoch 32 Batch 473/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9315, Loss: 0.0281 Epoch 32 Batch 474/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9315, Loss: 0.0236 Epoch 32 Batch 475/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0262 Epoch 32 Batch 476/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9336, Loss: 0.0242 Epoch 32 Batch 477/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9375, Loss: 0.0289 Epoch 32 Batch 478/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9375, Loss: 0.0262 Epoch 32 Batch 479/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9407, Loss: 0.0285 Epoch 32 Batch 480/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9407, Loss: 0.0292 Epoch 32 Batch 481/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9357, Loss: 0.0267 Epoch 32 Batch 482/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0307 Epoch 32 Batch 483/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9407, Loss: 0.0371 Epoch 32 Batch 484/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9357, Loss: 0.0299 Epoch 32 Batch 485/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9308, Loss: 0.0300 Epoch 32 Batch 486/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9308, Loss: 0.0254 Epoch 32 Batch 487/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9308, Loss: 0.0214 Epoch 32 Batch 488/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9357, Loss: 0.0210 Epoch 32 Batch 489/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9357, Loss: 0.0244 Epoch 32 Batch 490/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9361, Loss: 0.0314 Epoch 32 Batch 491/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9357, Loss: 0.0376 Epoch 32 Batch 492/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9357, Loss: 0.0321 Epoch 32 Batch 493/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9357, Loss: 0.0177 Epoch 32 Batch 494/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9382, Loss: 0.0202 Epoch 32 Batch 495/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9386, Loss: 0.0233 Epoch 32 Batch 496/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9435, Loss: 0.0271 Epoch 32 Batch 497/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9450, Loss: 0.0279 Epoch 32 Batch 498/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9478, Loss: 0.0308 Epoch 32 Batch 499/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9474, Loss: 0.0261 Epoch 32 Batch 500/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9474, Loss: 0.0236 Epoch 32 Batch 501/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9421, Loss: 0.0223 Epoch 32 Batch 502/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9471, Loss: 0.0301 Epoch 32 Batch 503/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9421, Loss: 0.0245 Epoch 32 Batch 504/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9474, Loss: 0.0237 Epoch 32 Batch 505/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9485, Loss: 0.0173 Epoch 32 Batch 506/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9460, Loss: 0.0350 Epoch 32 Batch 507/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9411, Loss: 0.0327 Epoch 32 Batch 508/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9411, Loss: 0.0243 Epoch 32 Batch 509/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9411, Loss: 0.0320 Epoch 32 Batch 510/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9375, Loss: 0.0290 Epoch 32 Batch 511/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9368, Loss: 0.0246 Epoch 32 Batch 512/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9418, Loss: 0.0182 Epoch 32 Batch 513/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9428, Loss: 0.0307 Epoch 32 Batch 514/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9411, Loss: 0.0265 Epoch 32 Batch 515/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9457, Loss: 0.0277 Epoch 32 Batch 516/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0270 Epoch 32 Batch 517/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9528, Loss: 0.0332 Epoch 32 Batch 518/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9418, Loss: 0.0253 Epoch 32 Batch 519/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9467, Loss: 0.0325 Epoch 32 Batch 520/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9400, Loss: 0.0216 Epoch 32 Batch 521/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9403, Loss: 0.0274 Epoch 32 Batch 522/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9460, Loss: 0.0342 Epoch 32 Batch 523/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9371, Loss: 0.0261 Epoch 32 Batch 524/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9464, Loss: 0.0317 Epoch 32 Batch 525/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9496, Loss: 0.0241 Epoch 32 Batch 526/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9499, Loss: 0.0210 Epoch 32 Batch 527/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9450, Loss: 0.0270 Epoch 32 Batch 528/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9482, Loss: 0.0271 Epoch 32 Batch 529/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9460, Loss: 0.0270 Epoch 32 Batch 530/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9474, Loss: 0.0310 Epoch 32 Batch 531/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9474, Loss: 0.0271 Epoch 32 Batch 532/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9375, Loss: 0.0364 Epoch 32 Batch 533/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0219 Epoch 32 Batch 534/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9279, Loss: 0.0358 Epoch 32 Batch 535/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9478, Loss: 0.0278 Epoch 32 Batch 536/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9439, Loss: 0.0321 Epoch 32 Batch 537/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9442, Loss: 0.0232 Epoch 32 Batch 538/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9464, Loss: 0.0240 Epoch 32 Batch 539/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9286, Loss: 0.0354 Epoch 32 Batch 540/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9439, Loss: 0.0216 Epoch 32 Batch 541/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9453, Loss: 0.0275 Epoch 32 Batch 542/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9478, Loss: 0.0268 Epoch 32 Batch 543/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9474, Loss: 0.0210 Epoch 32 Batch 544/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9474, Loss: 0.0164 Epoch 32 Batch 545/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9474, Loss: 0.0240 Epoch 32 Batch 546/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9524, Loss: 0.0305 Epoch 32 Batch 547/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9393, Loss: 0.0261 Epoch 32 Batch 548/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9297, Loss: 0.0322 Epoch 32 Batch 549/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9347, Loss: 0.0315 Epoch 32 Batch 550/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9368, Loss: 0.0246 Epoch 32 Batch 551/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9304, Loss: 0.0329 Epoch 32 Batch 552/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9375, Loss: 0.0348 Epoch 32 Batch 553/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9421, Loss: 0.0354 Epoch 32 Batch 554/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9379, Loss: 0.0249 Epoch 32 Batch 555/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9329, Loss: 0.0288 Epoch 32 Batch 556/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9279, Loss: 0.0231 Epoch 32 Batch 557/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9233, Loss: 0.0230 Epoch 32 Batch 558/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9233, Loss: 0.0200 Epoch 32 Batch 559/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9233, Loss: 0.0302 Epoch 32 Batch 560/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9279, Loss: 0.0280 Epoch 32 Batch 561/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9318, Loss: 0.0270 Epoch 32 Batch 562/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9322, Loss: 0.0228 Epoch 32 Batch 563/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9322, Loss: 0.0295 Epoch 32 Batch 564/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9322, Loss: 0.0335 Epoch 32 Batch 565/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9265, Loss: 0.0406 Epoch 32 Batch 566/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9276, Loss: 0.0334 Epoch 32 Batch 567/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9276, Loss: 0.0278 Epoch 32 Batch 568/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9322, Loss: 0.0242 Epoch 32 Batch 569/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9371, Loss: 0.0367 Epoch 32 Batch 570/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9354, Loss: 0.0371 Epoch 32 Batch 571/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9357, Loss: 0.0236 Epoch 32 Batch 572/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9403, Loss: 0.0271 Epoch 32 Batch 573/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9386, Loss: 0.0449 Epoch 32 Batch 574/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9386, Loss: 0.0289 Epoch 32 Batch 575/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9364, Loss: 0.0257 Epoch 32 Batch 576/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9435, Loss: 0.0222 Epoch 32 Batch 577/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9460, Loss: 0.0285 Epoch 32 Batch 578/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9442, Loss: 0.0234 Epoch 32 Batch 579/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9535, Loss: 0.0248 Epoch 32 Batch 580/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9616, Loss: 0.0274 Epoch 32 Batch 581/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9595, Loss: 0.0195 Epoch 32 Batch 582/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0313 Epoch 32 Batch 583/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9585, Loss: 0.0302 Epoch 32 Batch 584/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0287 Epoch 32 Batch 585/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0223 Epoch 32 Batch 586/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0219 Epoch 32 Batch 587/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9609, Loss: 0.0255 Epoch 32 Batch 588/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9585, Loss: 0.0233 Epoch 32 Batch 589/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9585, Loss: 0.0236 Epoch 32 Batch 590/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9616, Loss: 0.0328 Epoch 32 Batch 591/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9567, Loss: 0.0263 Epoch 32 Batch 592/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0301 Epoch 32 Batch 593/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9606, Loss: 0.0422 Epoch 32 Batch 594/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0341 Epoch 32 Batch 595/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9492, Loss: 0.0276 Epoch 32 Batch 596/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9535, Loss: 0.0281 Epoch 32 Batch 597/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9510, Loss: 0.0261 Epoch 32 Batch 598/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9517, Loss: 0.0282 Epoch 32 Batch 599/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9513, Loss: 0.0452 Epoch 32 Batch 600/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9485, Loss: 0.0318 Epoch 32 Batch 601/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9492, Loss: 0.0325 Epoch 32 Batch 602/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9432, Loss: 0.0318 Epoch 32 Batch 603/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9407, Loss: 0.0319 Epoch 32 Batch 604/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9396, Loss: 0.0400 Epoch 32 Batch 605/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9492, Loss: 0.0337 Epoch 32 Batch 606/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9496, Loss: 0.0217 Epoch 32 Batch 607/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9464, Loss: 0.0350 Epoch 32 Batch 608/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9485, Loss: 0.0337 Epoch 32 Batch 609/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9450, Loss: 0.0335 Epoch 32 Batch 610/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9407, Loss: 0.0328 Epoch 32 Batch 611/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9396, Loss: 0.0310 Epoch 32 Batch 612/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9453, Loss: 0.0198 Epoch 32 Batch 613/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9350, Loss: 0.0307 Epoch 32 Batch 614/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9350, Loss: 0.0292 Epoch 32 Batch 615/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9343, Loss: 0.0199 Epoch 32 Batch 616/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9343, Loss: 0.0262 Epoch 32 Batch 617/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9496, Loss: 0.0234 Epoch 32 Batch 618/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9496, Loss: 0.0272 Epoch 32 Batch 619/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9585, Loss: 0.0216 Epoch 32 Batch 620/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9506, Loss: 0.0212 Epoch 32 Batch 621/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9506, Loss: 0.0371 Epoch 32 Batch 622/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9450, Loss: 0.0360 Epoch 32 Batch 623/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9450, Loss: 0.0359 Epoch 32 Batch 624/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9332, Loss: 0.0315 Epoch 32 Batch 625/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9343, Loss: 0.0280 Epoch 32 Batch 626/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9315, Loss: 0.0259 Epoch 32 Batch 627/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9311, Loss: 0.0250 Epoch 32 Batch 628/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9364, Loss: 0.0290 Epoch 32 Batch 629/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9411, Loss: 0.0282 Epoch 32 Batch 630/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9411, Loss: 0.0270 Epoch 32 Batch 631/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9464, Loss: 0.0335 Epoch 32 Batch 632/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9418, Loss: 0.0238 Epoch 32 Batch 633/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9517, Loss: 0.0263 Epoch 32 Batch 634/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9517, Loss: 0.0169 Epoch 32 Batch 635/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9464, Loss: 0.0341 Epoch 32 Batch 636/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9485, Loss: 0.0265 Epoch 32 Batch 637/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9485, Loss: 0.0243 Epoch 32 Batch 638/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0248 Epoch 32 Batch 639/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9570, Loss: 0.0390 Epoch 32 Batch 640/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9570, Loss: 0.0236 Epoch 32 Batch 641/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0259 Epoch 32 Batch 642/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9524, Loss: 0.0249 Epoch 32 Batch 643/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9524, Loss: 0.0211 Epoch 32 Batch 644/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9464, Loss: 0.0311 Epoch 32 Batch 645/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9464, Loss: 0.0267 Epoch 32 Batch 646/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9460, Loss: 0.0284 Epoch 32 Batch 647/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9457, Loss: 0.0306 Epoch 32 Batch 648/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9485, Loss: 0.0241 Epoch 32 Batch 649/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9371, Loss: 0.0246 Epoch 32 Batch 650/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9300, Loss: 0.0272 Epoch 32 Batch 651/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9300, Loss: 0.0252 Epoch 32 Batch 652/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9364, Loss: 0.0270 Epoch 32 Batch 653/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9407, Loss: 0.0336 Epoch 32 Batch 654/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9453, Loss: 0.0334 Epoch 32 Batch 655/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9407, Loss: 0.0371 Epoch 32 Batch 656/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9407, Loss: 0.0261 Epoch 32 Batch 657/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9382, Loss: 0.0295 Epoch 32 Batch 658/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9371, Loss: 0.0186 Epoch 32 Batch 659/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9350, Loss: 0.0259 Epoch 32 Batch 660/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9357, Loss: 0.0206 Epoch 32 Batch 661/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9311, Loss: 0.0277 Epoch 32 Batch 662/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9428, Loss: 0.0255 Epoch 32 Batch 663/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9482, Loss: 0.0219 Epoch 32 Batch 664/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9531, Loss: 0.0277 Epoch 32 Batch 665/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9411, Loss: 0.0235 Epoch 32 Batch 666/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9386, Loss: 0.0297 Epoch 32 Batch 667/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9386, Loss: 0.0275 Epoch 32 Batch 668/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9411, Loss: 0.0243 Epoch 32 Batch 669/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9411, Loss: 0.0169 Epoch 32 Batch 670/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9411, Loss: 0.0232 Epoch 32 Batch 671/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9428, Loss: 0.0265 Epoch 32 Batch 672/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9379, Loss: 0.0236 Epoch 32 Batch 673/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9428, Loss: 0.0315 Epoch 32 Batch 674/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9379, Loss: 0.0260 Epoch 32 Batch 675/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0305 Epoch 32 Batch 676/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9421, Loss: 0.0256 Epoch 32 Batch 677/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9361, Loss: 0.0314 Epoch 32 Batch 678/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9311, Loss: 0.0201 Epoch 32 Batch 679/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9311, Loss: 0.0235 Epoch 32 Batch 680/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9311, Loss: 0.0320 Epoch 32 Batch 681/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9311, Loss: 0.0232 Epoch 32 Batch 682/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9311, Loss: 0.0240 Epoch 32 Batch 683/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9261, Loss: 0.0253 Epoch 32 Batch 684/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9375, Loss: 0.0256 Epoch 32 Batch 685/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9371, Loss: 0.0320 Epoch 32 Batch 686/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9371, Loss: 0.0231 Epoch 32 Batch 687/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9418, Loss: 0.0262 Epoch 32 Batch 688/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9446, Loss: 0.0253 Epoch 32 Batch 689/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0193 Epoch 32 Batch 690/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9503, Loss: 0.0269 Epoch 32 Batch 691/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9450, Loss: 0.0262 Epoch 32 Batch 692/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9450, Loss: 0.0227 Epoch 32 Batch 693/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9411, Loss: 0.0413 Epoch 32 Batch 694/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9411, Loss: 0.0274 Epoch 32 Batch 695/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9411, Loss: 0.0267 Epoch 32 Batch 696/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9482, Loss: 0.0268 Epoch 32 Batch 697/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9542, Loss: 0.0308 Epoch 32 Batch 698/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0261 Epoch 32 Batch 699/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9492, Loss: 0.0251 Epoch 32 Batch 700/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9489, Loss: 0.0252 Epoch 32 Batch 701/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0271 Epoch 32 Batch 702/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9432, Loss: 0.0348 Epoch 32 Batch 703/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0256 Epoch 32 Batch 704/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9556, Loss: 0.0406 Epoch 32 Batch 705/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9499, Loss: 0.0306 Epoch 32 Batch 706/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9542, Loss: 0.0483 Epoch 32 Batch 707/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9553, Loss: 0.0352 Epoch 32 Batch 708/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9535, Loss: 0.0260 Epoch 32 Batch 709/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9528, Loss: 0.0316 Epoch 32 Batch 710/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9382, Loss: 0.0182 Epoch 32 Batch 711/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9386, Loss: 0.0332 Epoch 32 Batch 712/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9414, Loss: 0.0216 Epoch 32 Batch 713/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9435, Loss: 0.0232 Epoch 32 Batch 714/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9389, Loss: 0.0290 Epoch 32 Batch 715/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9339, Loss: 0.0287 Epoch 32 Batch 716/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9293, Loss: 0.0241 Epoch 32 Batch 717/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9318, Loss: 0.0195 Epoch 32 Batch 718/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9265, Loss: 0.0293 Epoch 32 Batch 719/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9247, Loss: 0.0351 Epoch 32 Batch 720/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9212, Loss: 0.0286 Epoch 32 Batch 721/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9215, Loss: 0.0277 Epoch 32 Batch 722/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9297, Loss: 0.0257 Epoch 32 Batch 723/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9297, Loss: 0.0270 Epoch 32 Batch 724/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9293, Loss: 0.0307 Epoch 32 Batch 725/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9290, Loss: 0.0226 Epoch 32 Batch 726/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9290, Loss: 0.0226 Epoch 32 Batch 727/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9396, Loss: 0.0255 Epoch 32 Batch 728/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9428, Loss: 0.0356 Epoch 32 Batch 729/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9382, Loss: 0.0354 Epoch 32 Batch 730/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9382, Loss: 0.0367 Epoch 32 Batch 731/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9336, Loss: 0.0280 Epoch 32 Batch 732/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9322, Loss: 0.0275 Epoch 32 Batch 733/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9371, Loss: 0.0294 Epoch 32 Batch 734/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9343, Loss: 0.0245 Epoch 32 Batch 735/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9290, Loss: 0.0204 Epoch 32 Batch 736/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9290, Loss: 0.0260 Epoch 32 Batch 737/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9311, Loss: 0.0282 Epoch 32 Batch 738/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9357, Loss: 0.0178 Epoch 32 Batch 739/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9343, Loss: 0.0234 Epoch 32 Batch 740/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9318, Loss: 0.0212 Epoch 32 Batch 741/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9435, Loss: 0.0330 Epoch 32 Batch 742/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9432, Loss: 0.0253 Epoch 32 Batch 743/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9407, Loss: 0.0270 Epoch 32 Batch 744/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9354, Loss: 0.0305 Epoch 32 Batch 745/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9354, Loss: 0.0284 Epoch 32 Batch 746/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9446, Loss: 0.0210 Epoch 32 Batch 747/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9403, Loss: 0.0192 Epoch 32 Batch 748/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9350, Loss: 0.0223 Epoch 32 Batch 749/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9418, Loss: 0.0222 Epoch 32 Batch 750/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9371, Loss: 0.0267 Epoch 32 Batch 751/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9442, Loss: 0.0265 Epoch 32 Batch 752/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9386, Loss: 0.0276 Epoch 32 Batch 753/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9453, Loss: 0.0228 Epoch 32 Batch 754/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9403, Loss: 0.0326 Epoch 32 Batch 755/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9556, Loss: 0.0314 Epoch 32 Batch 756/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0220 Epoch 32 Batch 757/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9574, Loss: 0.0244 Epoch 32 Batch 758/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9528, Loss: 0.0234 Epoch 32 Batch 759/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9528, Loss: 0.0262 Epoch 32 Batch 760/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9531, Loss: 0.0305 Epoch 32 Batch 761/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9581, Loss: 0.0265 Epoch 32 Batch 762/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0204 Epoch 32 Batch 763/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9513, Loss: 0.0317 Epoch 32 Batch 764/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9513, Loss: 0.0232 Epoch 32 Batch 765/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9556, Loss: 0.0332 Epoch 32 Batch 766/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9560, Loss: 0.0342 Epoch 32 Batch 767/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0274 Epoch 32 Batch 768/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9599, Loss: 0.0236 Epoch 32 Batch 769/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9616, Loss: 0.0307 Epoch 32 Batch 770/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9592, Loss: 0.0264 Epoch 32 Batch 771/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9492, Loss: 0.0260 Epoch 32 Batch 772/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9492, Loss: 0.0256 Epoch 32 Batch 773/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9535, Loss: 0.0242 Epoch 32 Batch 774/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9592, Loss: 0.0265 Epoch 32 Batch 775/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9545, Loss: 0.0292 Epoch 32 Batch 776/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9595, Loss: 0.0242 Epoch 32 Batch 777/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9524, Loss: 0.0237 Epoch 32 Batch 778/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9531, Loss: 0.0325 Epoch 32 Batch 779/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0226 Epoch 32 Batch 780/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9538, Loss: 0.0368 Epoch 32 Batch 781/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9616, Loss: 0.0293 Epoch 32 Batch 782/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9545, Loss: 0.0296 Epoch 32 Batch 783/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9549, Loss: 0.0304 Epoch 32 Batch 784/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9432, Loss: 0.0185 Epoch 32 Batch 785/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9464, Loss: 0.0218 Epoch 32 Batch 786/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9457, Loss: 0.0246 Epoch 32 Batch 787/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9414, Loss: 0.0247 Epoch 32 Batch 788/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9418, Loss: 0.0266 Epoch 32 Batch 789/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9510, Loss: 0.0334 Epoch 32 Batch 790/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9535, Loss: 0.0320 Epoch 32 Batch 791/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9524, Loss: 0.0295 Epoch 32 Batch 792/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9524, Loss: 0.0288 Epoch 32 Batch 793/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0261 Epoch 32 Batch 794/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9457, Loss: 0.0215 Epoch 32 Batch 795/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9453, Loss: 0.0349 Epoch 32 Batch 796/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9457, Loss: 0.0262 Epoch 32 Batch 797/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9506, Loss: 0.0300 Epoch 32 Batch 798/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9464, Loss: 0.0258 Epoch 32 Batch 799/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9474, Loss: 0.0431 Epoch 32 Batch 800/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9382, Loss: 0.0261 Epoch 32 Batch 801/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9425, Loss: 0.0298 Epoch 32 Batch 802/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9403, Loss: 0.0333 Epoch 32 Batch 803/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9414, Loss: 0.0234 Epoch 32 Batch 804/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9418, Loss: 0.0198 Epoch 32 Batch 805/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9439, Loss: 0.0304 Epoch 32 Batch 806/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9446, Loss: 0.0268 Epoch 32 Batch 807/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9457, Loss: 0.0217 Epoch 32 Batch 808/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9411, Loss: 0.0403 Epoch 32 Batch 809/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9414, Loss: 0.0441 Epoch 32 Batch 810/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9414, Loss: 0.0269 Epoch 32 Batch 811/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9464, Loss: 0.0275 Epoch 32 Batch 812/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9464, Loss: 0.0266 Epoch 32 Batch 813/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9524, Loss: 0.0273 Epoch 32 Batch 814/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9471, Loss: 0.0299 Epoch 32 Batch 815/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9428, Loss: 0.0345 Epoch 32 Batch 816/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9453, Loss: 0.0272 Epoch 32 Batch 817/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9496, Loss: 0.0306 Epoch 32 Batch 818/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9457, Loss: 0.0317 Epoch 32 Batch 819/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9453, Loss: 0.0291 Epoch 32 Batch 820/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9450, Loss: 0.0257 Epoch 32 Batch 821/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0259 Epoch 32 Batch 822/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9474, Loss: 0.0225 Epoch 32 Batch 823/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9467, Loss: 0.0261 Epoch 32 Batch 824/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9513, Loss: 0.0330 Epoch 32 Batch 825/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0212 Epoch 32 Batch 826/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9489, Loss: 0.0243 Epoch 32 Batch 827/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9556, Loss: 0.0289 Epoch 32 Batch 828/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9531, Loss: 0.0249 Epoch 32 Batch 829/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9386, Loss: 0.0379 Epoch 32 Batch 830/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9382, Loss: 0.0334 Epoch 32 Batch 831/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9428, Loss: 0.0284 Epoch 32 Batch 832/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0234 Epoch 32 Batch 833/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9499, Loss: 0.0313 Epoch 32 Batch 834/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9549, Loss: 0.0282 Epoch 32 Batch 835/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9528, Loss: 0.0295 Epoch 32 Batch 836/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9506, Loss: 0.0215 Epoch 32 Batch 837/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9510, Loss: 0.0324 Epoch 32 Batch 838/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9560, Loss: 0.0301 Epoch 32 Batch 839/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9513, Loss: 0.0226 Epoch 32 Batch 840/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9513, Loss: 0.0286 Epoch 32 Batch 841/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9535, Loss: 0.0422 Epoch 32 Batch 842/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9535, Loss: 0.0211 Epoch 32 Batch 843/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0238 Epoch 32 Batch 844/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9616, Loss: 0.0285 Epoch 32 Batch 845/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9616, Loss: 0.0240 Epoch 32 Batch 846/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9609, Loss: 0.0364 Epoch 32 Batch 847/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9528, Loss: 0.0314 Epoch 32 Batch 848/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0243 Epoch 32 Batch 849/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9503, Loss: 0.0194 Epoch 32 Batch 850/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9499, Loss: 0.0421 Epoch 32 Batch 851/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9560, Loss: 0.0377 Epoch 32 Batch 852/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9482, Loss: 0.0428 Epoch 32 Batch 853/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9382, Loss: 0.0263 Epoch 32 Batch 854/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9432, Loss: 0.0325 Epoch 32 Batch 855/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9435, Loss: 0.0364 Epoch 32 Batch 856/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9393, Loss: 0.0307 Epoch 32 Batch 857/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9382, Loss: 0.0220 Epoch 32 Batch 858/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9428, Loss: 0.0247 Epoch 32 Batch 859/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0314 Epoch 32 Batch 860/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9531, Loss: 0.0333 Epoch 32 Batch 861/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9499, Loss: 0.0269 Epoch 32 Batch 862/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9474, Loss: 0.0272 Epoch 32 Batch 863/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9428, Loss: 0.0248 Epoch 32 Batch 864/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9396, Loss: 0.0277 Epoch 32 Batch 865/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9450, Loss: 0.0245 Epoch 32 Batch 866/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9450, Loss: 0.0307 Epoch 32 Batch 867/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0613 Epoch 32 Batch 868/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9492, Loss: 0.0301 Epoch 32 Batch 869/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9496, Loss: 0.0254 Epoch 32 Batch 870/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9521, Loss: 0.0259 Epoch 32 Batch 871/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0246 Epoch 32 Batch 872/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9570, Loss: 0.0255 Epoch 32 Batch 873/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9453, Loss: 0.0250 Epoch 32 Batch 874/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9517, Loss: 0.0284 Epoch 32 Batch 875/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9396, Loss: 0.0257 Epoch 32 Batch 876/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9393, Loss: 0.0212 Epoch 32 Batch 877/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9364, Loss: 0.0246 Epoch 32 Batch 878/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9411, Loss: 0.0244 Epoch 32 Batch 879/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9386, Loss: 0.0202 Epoch 32 Batch 880/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9386, Loss: 0.0315 Epoch 32 Batch 881/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9393, Loss: 0.0309 Epoch 32 Batch 882/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9364, Loss: 0.0247 Epoch 32 Batch 883/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9414, Loss: 0.0335 Epoch 32 Batch 884/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9389, Loss: 0.0313 Epoch 32 Batch 885/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9343, Loss: 0.0166 Epoch 32 Batch 886/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9364, Loss: 0.0299 Epoch 32 Batch 887/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9425, Loss: 0.0284 Epoch 32 Batch 888/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0272 Epoch 32 Batch 889/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9428, Loss: 0.0286 Epoch 32 Batch 890/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9428, Loss: 0.0301 Epoch 32 Batch 891/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9428, Loss: 0.0231 Epoch 32 Batch 892/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9432, Loss: 0.0248 Epoch 32 Batch 893/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9382, Loss: 0.0220 Epoch 32 Batch 894/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9300, Loss: 0.0253 Epoch 32 Batch 895/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9279, Loss: 0.0219 Epoch 32 Batch 896/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9272, Loss: 0.0256 Epoch 32 Batch 897/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9265, Loss: 0.0224 Epoch 32 Batch 898/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9265, Loss: 0.0269 Epoch 32 Batch 899/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9304, Loss: 0.0293 Epoch 32 Batch 900/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9318, Loss: 0.0287 Epoch 32 Batch 901/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9318, Loss: 0.0418 Epoch 32 Batch 902/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9350, Loss: 0.0303 Epoch 32 Batch 903/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9400, Loss: 0.0272 Epoch 32 Batch 904/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9453, Loss: 0.0254 Epoch 32 Batch 905/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0198 Epoch 32 Batch 906/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9524, Loss: 0.0249 Epoch 32 Batch 907/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0277 Epoch 32 Batch 908/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9528, Loss: 0.0282 Epoch 32 Batch 909/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9574, Loss: 0.0341 Epoch 32 Batch 910/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9457, Loss: 0.0286 Epoch 32 Batch 911/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9457, Loss: 0.0349 Epoch 32 Batch 912/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9560, Loss: 0.0213 Epoch 32 Batch 913/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9556, Loss: 0.0340 Epoch 32 Batch 914/1077 - Train Accuracy: 0.9443, Validation Accuracy: 0.9556, Loss: 0.0599 Epoch 32 Batch 915/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9549, Loss: 0.0201 Epoch 32 Batch 916/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9599, Loss: 0.0271 Epoch 32 Batch 917/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9592, Loss: 0.0274 Epoch 32 Batch 918/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9563, Loss: 0.0231 Epoch 32 Batch 919/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9471, Loss: 0.0184 Epoch 32 Batch 920/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9538, Loss: 0.0219 Epoch 32 Batch 921/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9499, Loss: 0.0239 Epoch 32 Batch 922/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9556, Loss: 0.0256 Epoch 32 Batch 923/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0163 Epoch 32 Batch 924/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9496, Loss: 0.0368 Epoch 32 Batch 925/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9492, Loss: 0.0226 Epoch 32 Batch 926/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9485, Loss: 0.0293 Epoch 32 Batch 927/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9574, Loss: 0.0340 Epoch 32 Batch 928/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9513, Loss: 0.0243 Epoch 32 Batch 929/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9563, Loss: 0.0255 Epoch 32 Batch 930/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9496, Loss: 0.0222 Epoch 32 Batch 931/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9379, Loss: 0.0271 Epoch 32 Batch 932/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9279, Loss: 0.0226 Epoch 32 Batch 933/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9332, Loss: 0.0240 Epoch 32 Batch 934/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9332, Loss: 0.0230 Epoch 32 Batch 935/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0259 Epoch 32 Batch 936/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9482, Loss: 0.0294 Epoch 32 Batch 937/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9531, Loss: 0.0420 Epoch 32 Batch 938/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0311 Epoch 32 Batch 939/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9641, Loss: 0.0315 Epoch 32 Batch 940/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9595, Loss: 0.0249 Epoch 32 Batch 941/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9592, Loss: 0.0248 Epoch 32 Batch 942/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9588, Loss: 0.0313 Epoch 32 Batch 943/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9482, Loss: 0.0224 Epoch 32 Batch 944/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9492, Loss: 0.0302 Epoch 32 Batch 945/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9542, Loss: 0.0209 Epoch 32 Batch 946/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9482, Loss: 0.0186 Epoch 32 Batch 947/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9581, Loss: 0.0335 Epoch 32 Batch 948/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9538, Loss: 0.0244 Epoch 32 Batch 949/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9567, Loss: 0.0233 Epoch 32 Batch 950/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9432, Loss: 0.0232 Epoch 32 Batch 951/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9439, Loss: 0.0293 Epoch 32 Batch 952/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9439, Loss: 0.0197 Epoch 32 Batch 953/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9460, Loss: 0.0237 Epoch 32 Batch 954/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9503, Loss: 0.0333 Epoch 32 Batch 955/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9510, Loss: 0.0301 Epoch 32 Batch 956/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0272 Epoch 32 Batch 957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9542, Loss: 0.0195 Epoch 32 Batch 958/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9467, Loss: 0.0258 Epoch 32 Batch 959/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9464, Loss: 0.0306 Epoch 32 Batch 960/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9474, Loss: 0.0266 Epoch 32 Batch 961/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9474, Loss: 0.0203 Epoch 32 Batch 962/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9478, Loss: 0.0280 Epoch 32 Batch 963/1077 - Train Accuracy: 0.9540, Validation Accuracy: 0.9482, Loss: 0.0333 Epoch 32 Batch 964/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9478, Loss: 0.0220 Epoch 32 Batch 965/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9574, Loss: 0.0378 Epoch 32 Batch 966/1077 - Train Accuracy: 0.9518, Validation Accuracy: 0.9574, Loss: 0.0241 Epoch 32 Batch 967/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9574, Loss: 0.0306 Epoch 32 Batch 968/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9570, Loss: 0.0365 Epoch 32 Batch 969/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9624, Loss: 0.0328 Epoch 32 Batch 970/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9577, Loss: 0.0252 Epoch 32 Batch 971/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0339 Epoch 32 Batch 972/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9457, Loss: 0.0302 Epoch 32 Batch 973/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0210 Epoch 32 Batch 974/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9411, Loss: 0.0241 Epoch 32 Batch 975/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9382, Loss: 0.0263 Epoch 32 Batch 976/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9478, Loss: 0.0205 Epoch 32 Batch 977/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9432, Loss: 0.0152 Epoch 32 Batch 978/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9386, Loss: 0.0270 Epoch 32 Batch 979/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9336, Loss: 0.0258 Epoch 32 Batch 980/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9283, Loss: 0.0281 Epoch 32 Batch 981/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9332, Loss: 0.0318 Epoch 32 Batch 982/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9432, Loss: 0.0335 Epoch 32 Batch 983/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9482, Loss: 0.0253 Epoch 32 Batch 984/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9432, Loss: 0.0369 Epoch 32 Batch 985/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9411, Loss: 0.0231 Epoch 32 Batch 986/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9411, Loss: 0.0256 Epoch 32 Batch 987/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9411, Loss: 0.0230 Epoch 32 Batch 988/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9393, Loss: 0.0301 Epoch 32 Batch 989/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9393, Loss: 0.0301 Epoch 32 Batch 990/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9347, Loss: 0.0314 Epoch 32 Batch 991/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9393, Loss: 0.0234 Epoch 32 Batch 992/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9393, Loss: 0.0318 Epoch 32 Batch 993/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9364, Loss: 0.0189 Epoch 32 Batch 994/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9432, Loss: 0.0249 Epoch 32 Batch 995/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0223 Epoch 32 Batch 996/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9389, Loss: 0.0280 Epoch 32 Batch 997/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9389, Loss: 0.0294 Epoch 32 Batch 998/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9389, Loss: 0.0220 Epoch 32 Batch 999/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9386, Loss: 0.0322 Epoch 32 Batch 1000/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9339, Loss: 0.0265 Epoch 32 Batch 1001/1077 - Train Accuracy: 0.9538, Validation Accuracy: 0.9286, Loss: 0.0216 Epoch 32 Batch 1002/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9286, Loss: 0.0158 Epoch 32 Batch 1003/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9336, Loss: 0.0260 Epoch 32 Batch 1004/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9371, Loss: 0.0217 Epoch 32 Batch 1005/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9325, Loss: 0.0284 Epoch 32 Batch 1006/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9375, Loss: 0.0248 Epoch 32 Batch 1007/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9411, Loss: 0.0215 Epoch 32 Batch 1008/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9460, Loss: 0.0261 Epoch 32 Batch 1009/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9510, Loss: 0.0178 Epoch 32 Batch 1010/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9460, Loss: 0.0210 Epoch 32 Batch 1011/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9460, Loss: 0.0260 Epoch 32 Batch 1012/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9439, Loss: 0.0196 Epoch 32 Batch 1013/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9375, Loss: 0.0187 Epoch 32 Batch 1014/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9425, Loss: 0.0216 Epoch 32 Batch 1015/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9439, Loss: 0.0324 Epoch 32 Batch 1016/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0250 Epoch 32 Batch 1017/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9460, Loss: 0.0251 Epoch 32 Batch 1018/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9428, Loss: 0.0331 Epoch 32 Batch 1019/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9421, Loss: 0.0355 Epoch 32 Batch 1020/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9521, Loss: 0.0248 Epoch 32 Batch 1021/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9521, Loss: 0.0268 Epoch 32 Batch 1022/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9521, Loss: 0.0238 Epoch 32 Batch 1023/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9524, Loss: 0.0253 Epoch 32 Batch 1024/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9474, Loss: 0.0326 Epoch 32 Batch 1025/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9425, Loss: 0.0245 Epoch 32 Batch 1026/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0308 Epoch 32 Batch 1027/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9428, Loss: 0.0228 Epoch 32 Batch 1028/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9379, Loss: 0.0289 Epoch 32 Batch 1029/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9478, Loss: 0.0222 Epoch 32 Batch 1030/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9531, Loss: 0.0242 Epoch 32 Batch 1031/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9414, Loss: 0.0356 Epoch 32 Batch 1032/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9364, Loss: 0.0311 Epoch 32 Batch 1033/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9432, Loss: 0.0317 Epoch 32 Batch 1034/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9432, Loss: 0.0236 Epoch 32 Batch 1035/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9432, Loss: 0.0194 Epoch 32 Batch 1036/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9428, Loss: 0.0332 Epoch 32 Batch 1037/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9428, Loss: 0.0265 Epoch 32 Batch 1038/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9411, Loss: 0.0357 Epoch 32 Batch 1039/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9411, Loss: 0.0267 Epoch 32 Batch 1040/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9332, Loss: 0.0242 Epoch 32 Batch 1041/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9247, Loss: 0.0323 Epoch 32 Batch 1042/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9343, Loss: 0.0276 Epoch 32 Batch 1043/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9343, Loss: 0.0426 Epoch 32 Batch 1044/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9407, Loss: 0.0273 Epoch 32 Batch 1045/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0284 Epoch 32 Batch 1046/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9496, Loss: 0.0218 Epoch 32 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9496, Loss: 0.0226 Epoch 32 Batch 1048/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9421, Loss: 0.0267 Epoch 32 Batch 1049/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9414, Loss: 0.0276 Epoch 32 Batch 1050/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9435, Loss: 0.0193 Epoch 32 Batch 1051/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9389, Loss: 0.0329 Epoch 32 Batch 1052/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9403, Loss: 0.0226 Epoch 32 Batch 1053/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9446, Loss: 0.0297 Epoch 32 Batch 1054/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9474, Loss: 0.0303 Epoch 32 Batch 1055/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9375, Loss: 0.0305 Epoch 32 Batch 1056/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9446, Loss: 0.0256 Epoch 32 Batch 1057/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9457, Loss: 0.0271 Epoch 32 Batch 1058/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9457, Loss: 0.0342 Epoch 32 Batch 1059/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9407, Loss: 0.0318 Epoch 32 Batch 1060/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9435, Loss: 0.0196 Epoch 32 Batch 1061/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9368, Loss: 0.0416 Epoch 32 Batch 1062/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9418, Loss: 0.0302 Epoch 32 Batch 1063/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9418, Loss: 0.0314 Epoch 32 Batch 1064/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9418, Loss: 0.0280 Epoch 32 Batch 1065/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9496, Loss: 0.0305 Epoch 32 Batch 1066/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9450, Loss: 0.0186 Epoch 32 Batch 1067/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9446, Loss: 0.0273 Epoch 32 Batch 1068/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9446, Loss: 0.0223 Epoch 32 Batch 1069/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9446, Loss: 0.0255 Epoch 32 Batch 1070/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9467, Loss: 0.0239 Epoch 32 Batch 1071/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9442, Loss: 0.0255 Epoch 32 Batch 1072/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9354, Loss: 0.0278 Epoch 32 Batch 1073/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9432, Loss: 0.0266 Epoch 32 Batch 1074/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9432, Loss: 0.0387 Epoch 32 Batch 1075/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9432, Loss: 0.0283 Epoch 33 Batch 1/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0200 Epoch 33 Batch 2/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9510, Loss: 0.0290 Epoch 33 Batch 3/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9510, Loss: 0.0334 Epoch 33 Batch 4/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0243 Epoch 33 Batch 5/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9506, Loss: 0.0413 Epoch 33 Batch 6/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9506, Loss: 0.0243 Epoch 33 Batch 7/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9471, Loss: 0.0272 Epoch 33 Batch 8/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9478, Loss: 0.0288 Epoch 33 Batch 9/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9471, Loss: 0.0247 Epoch 33 Batch 10/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9467, Loss: 0.0282 Epoch 33 Batch 11/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9467, Loss: 0.0364 Epoch 33 Batch 12/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0236 Epoch 33 Batch 13/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9467, Loss: 0.0400 Epoch 33 Batch 14/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9467, Loss: 0.0205 Epoch 33 Batch 15/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9471, Loss: 0.0207 Epoch 33 Batch 16/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9474, Loss: 0.0242 Epoch 33 Batch 17/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9453, Loss: 0.0261 Epoch 33 Batch 18/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9457, Loss: 0.0257 Epoch 33 Batch 19/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9453, Loss: 0.0252 Epoch 33 Batch 20/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9435, Loss: 0.0244 Epoch 33 Batch 21/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9439, Loss: 0.0350 Epoch 33 Batch 22/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9439, Loss: 0.0265 Epoch 33 Batch 23/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9290, Loss: 0.0216 Epoch 33 Batch 24/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9290, Loss: 0.0315 Epoch 33 Batch 25/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9286, Loss: 0.0186 Epoch 33 Batch 26/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9485, Loss: 0.0350 Epoch 33 Batch 27/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0198 Epoch 33 Batch 28/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0271 Epoch 33 Batch 29/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9549, Loss: 0.0275 Epoch 33 Batch 30/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0267 Epoch 33 Batch 31/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9467, Loss: 0.0263 Epoch 33 Batch 32/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9421, Loss: 0.0211 Epoch 33 Batch 33/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9407, Loss: 0.0216 Epoch 33 Batch 34/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0284 Epoch 33 Batch 35/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9474, Loss: 0.0283 Epoch 33 Batch 36/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9556, Loss: 0.0241 Epoch 33 Batch 37/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9510, Loss: 0.0276 Epoch 33 Batch 38/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9510, Loss: 0.0377 Epoch 33 Batch 39/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9435, Loss: 0.0354 Epoch 33 Batch 40/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9343, Loss: 0.0209 Epoch 33 Batch 41/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9343, Loss: 0.0194 Epoch 33 Batch 42/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9293, Loss: 0.0368 Epoch 33 Batch 43/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9290, Loss: 0.0144 Epoch 33 Batch 44/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9439, Loss: 0.0186 Epoch 33 Batch 45/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9336, Loss: 0.0284 Epoch 33 Batch 46/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9339, Loss: 0.0357 Epoch 33 Batch 47/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9389, Loss: 0.0290 Epoch 33 Batch 48/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9396, Loss: 0.0342 Epoch 33 Batch 49/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9450, Loss: 0.0374 Epoch 33 Batch 50/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9489, Loss: 0.0269 Epoch 33 Batch 51/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9489, Loss: 0.0326 Epoch 33 Batch 52/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9485, Loss: 0.0324 Epoch 33 Batch 53/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9382, Loss: 0.0264 Epoch 33 Batch 54/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9336, Loss: 0.0486 Epoch 33 Batch 55/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9290, Loss: 0.0253 Epoch 33 Batch 56/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9290, Loss: 0.0194 Epoch 33 Batch 57/1077 - Train Accuracy: 0.9389, Validation Accuracy: 0.9197, Loss: 0.0306 Epoch 33 Batch 58/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9194, Loss: 0.0250 Epoch 33 Batch 59/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9244, Loss: 0.0273 Epoch 33 Batch 60/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9318, Loss: 0.0186 Epoch 33 Batch 61/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9403, Loss: 0.0252 Epoch 33 Batch 62/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9343, Loss: 0.0328 Epoch 33 Batch 63/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9442, Loss: 0.0222 Epoch 33 Batch 64/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0259 Epoch 33 Batch 65/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9332, Loss: 0.0237 Epoch 33 Batch 66/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9354, Loss: 0.0174 Epoch 33 Batch 67/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9311, Loss: 0.0258 Epoch 33 Batch 68/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9308, Loss: 0.0352 Epoch 33 Batch 69/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9357, Loss: 0.0342 Epoch 33 Batch 70/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9361, Loss: 0.0332 Epoch 33 Batch 71/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9414, Loss: 0.0173 Epoch 33 Batch 72/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9432, Loss: 0.0308 Epoch 33 Batch 73/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9432, Loss: 0.0273 Epoch 33 Batch 74/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9435, Loss: 0.0227 Epoch 33 Batch 75/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9418, Loss: 0.0377 Epoch 33 Batch 76/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0200 Epoch 33 Batch 77/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0282 Epoch 33 Batch 78/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9421, Loss: 0.0264 Epoch 33 Batch 79/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9425, Loss: 0.0230 Epoch 33 Batch 80/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9393, Loss: 0.0252 Epoch 33 Batch 81/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9371, Loss: 0.0221 Epoch 33 Batch 82/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9379, Loss: 0.0274 Epoch 33 Batch 83/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9457, Loss: 0.0232 Epoch 33 Batch 84/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9510, Loss: 0.0235 Epoch 33 Batch 85/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9411, Loss: 0.0260 Epoch 33 Batch 86/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9432, Loss: 0.0228 Epoch 33 Batch 87/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9435, Loss: 0.0343 Epoch 33 Batch 88/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9506, Loss: 0.0315 Epoch 33 Batch 89/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9553, Loss: 0.0313 Epoch 33 Batch 90/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9453, Loss: 0.0215 Epoch 33 Batch 91/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0255 Epoch 33 Batch 92/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9457, Loss: 0.0270 Epoch 33 Batch 93/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9503, Loss: 0.0248 Epoch 33 Batch 94/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9474, Loss: 0.0228 Epoch 33 Batch 95/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9357, Loss: 0.0273 Epoch 33 Batch 96/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9357, Loss: 0.0263 Epoch 33 Batch 97/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9357, Loss: 0.0283 Epoch 33 Batch 98/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9396, Loss: 0.0305 Epoch 33 Batch 99/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9428, Loss: 0.0235 Epoch 33 Batch 100/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9432, Loss: 0.0274 Epoch 33 Batch 101/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9428, Loss: 0.0257 Epoch 33 Batch 102/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9439, Loss: 0.0198 Epoch 33 Batch 103/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9464, Loss: 0.0307 Epoch 33 Batch 104/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9414, Loss: 0.0293 Epoch 33 Batch 105/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9453, Loss: 0.0249 Epoch 33 Batch 106/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9450, Loss: 0.0279 Epoch 33 Batch 107/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9446, Loss: 0.0296 Epoch 33 Batch 108/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9474, Loss: 0.0328 Epoch 33 Batch 109/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9538, Loss: 0.0253 Epoch 33 Batch 110/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9492, Loss: 0.0223 Epoch 33 Batch 111/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9446, Loss: 0.0207 Epoch 33 Batch 112/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9482, Loss: 0.0199 Epoch 33 Batch 113/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9425, Loss: 0.0304 Epoch 33 Batch 114/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0219 Epoch 33 Batch 115/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9432, Loss: 0.0350 Epoch 33 Batch 116/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9457, Loss: 0.0410 Epoch 33 Batch 117/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9506, Loss: 0.0233 Epoch 33 Batch 118/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9506, Loss: 0.0226 Epoch 33 Batch 119/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9556, Loss: 0.0196 Epoch 33 Batch 120/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9556, Loss: 0.0327 Epoch 33 Batch 121/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9460, Loss: 0.0263 Epoch 33 Batch 122/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9513, Loss: 0.0224 Epoch 33 Batch 123/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0198 Epoch 33 Batch 124/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0304 Epoch 33 Batch 125/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9499, Loss: 0.0341 Epoch 33 Batch 126/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9503, Loss: 0.0262 Epoch 33 Batch 127/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9496, Loss: 0.0244 Epoch 33 Batch 128/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9435, Loss: 0.0263 Epoch 33 Batch 129/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9315, Loss: 0.0333 Epoch 33 Batch 130/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9332, Loss: 0.0242 Epoch 33 Batch 131/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9382, Loss: 0.0295 Epoch 33 Batch 132/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0217 Epoch 33 Batch 133/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9478, Loss: 0.0222 Epoch 33 Batch 134/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9403, Loss: 0.0269 Epoch 33 Batch 135/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9435, Loss: 0.0313 Epoch 33 Batch 136/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9435, Loss: 0.0201 Epoch 33 Batch 137/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9400, Loss: 0.0293 Epoch 33 Batch 138/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9375, Loss: 0.0286 Epoch 33 Batch 139/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9439, Loss: 0.0281 Epoch 33 Batch 140/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9485, Loss: 0.0211 Epoch 33 Batch 141/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9528, Loss: 0.0251 Epoch 33 Batch 142/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9496, Loss: 0.0263 Epoch 33 Batch 143/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9521, Loss: 0.0298 Epoch 33 Batch 144/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9545, Loss: 0.0358 Epoch 33 Batch 145/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0253 Epoch 33 Batch 146/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9517, Loss: 0.0621 Epoch 33 Batch 147/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9414, Loss: 0.0216 Epoch 33 Batch 148/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9435, Loss: 0.0284 Epoch 33 Batch 149/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9432, Loss: 0.0215 Epoch 33 Batch 150/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9435, Loss: 0.0254 Epoch 33 Batch 151/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9467, Loss: 0.0215 Epoch 33 Batch 152/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9467, Loss: 0.0341 Epoch 33 Batch 153/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9528, Loss: 0.0387 Epoch 33 Batch 154/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9549, Loss: 0.0275 Epoch 33 Batch 155/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9499, Loss: 0.0208 Epoch 33 Batch 156/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9524, Loss: 0.0192 Epoch 33 Batch 157/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9549, Loss: 0.0249 Epoch 33 Batch 158/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9482, Loss: 0.0308 Epoch 33 Batch 159/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9531, Loss: 0.0242 Epoch 33 Batch 160/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9531, Loss: 0.0225 Epoch 33 Batch 161/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9528, Loss: 0.0179 Epoch 33 Batch 162/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9531, Loss: 0.0360 Epoch 33 Batch 163/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0379 Epoch 33 Batch 164/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9510, Loss: 0.0250 Epoch 33 Batch 165/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9464, Loss: 0.0398 Epoch 33 Batch 166/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0266 Epoch 33 Batch 167/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9411, Loss: 0.0231 Epoch 33 Batch 168/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9354, Loss: 0.0358 Epoch 33 Batch 169/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9460, Loss: 0.0267 Epoch 33 Batch 170/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9460, Loss: 0.0297 Epoch 33 Batch 171/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9513, Loss: 0.0247 Epoch 33 Batch 172/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9524, Loss: 0.0235 Epoch 33 Batch 173/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9506, Loss: 0.0252 Epoch 33 Batch 174/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9482, Loss: 0.0195 Epoch 33 Batch 175/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9435, Loss: 0.0352 Epoch 33 Batch 176/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9538, Loss: 0.0328 Epoch 33 Batch 177/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9506, Loss: 0.0283 Epoch 33 Batch 178/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9442, Loss: 0.0249 Epoch 33 Batch 179/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9418, Loss: 0.0268 Epoch 33 Batch 180/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9418, Loss: 0.0225 Epoch 33 Batch 181/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9499, Loss: 0.0315 Epoch 33 Batch 182/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9471, Loss: 0.0374 Epoch 33 Batch 183/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9478, Loss: 0.0298 Epoch 33 Batch 184/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9421, Loss: 0.0251 Epoch 33 Batch 185/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9450, Loss: 0.0357 Epoch 33 Batch 186/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9474, Loss: 0.0262 Epoch 33 Batch 187/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9453, Loss: 0.0213 Epoch 33 Batch 188/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0315 Epoch 33 Batch 189/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9439, Loss: 0.0249 Epoch 33 Batch 190/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9421, Loss: 0.0213 Epoch 33 Batch 191/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9389, Loss: 0.0194 Epoch 33 Batch 192/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9382, Loss: 0.0312 Epoch 33 Batch 193/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9357, Loss: 0.0230 Epoch 33 Batch 194/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9450, Loss: 0.0184 Epoch 33 Batch 195/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9442, Loss: 0.0220 Epoch 33 Batch 196/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9457, Loss: 0.0198 Epoch 33 Batch 197/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0289 Epoch 33 Batch 198/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9528, Loss: 0.0291 Epoch 33 Batch 199/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9521, Loss: 0.0257 Epoch 33 Batch 200/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9513, Loss: 0.0247 Epoch 33 Batch 201/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9513, Loss: 0.0227 Epoch 33 Batch 202/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0227 Epoch 33 Batch 203/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9489, Loss: 0.0283 Epoch 33 Batch 204/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9489, Loss: 0.0433 Epoch 33 Batch 205/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9446, Loss: 0.0363 Epoch 33 Batch 206/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9364, Loss: 0.0219 Epoch 33 Batch 207/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9361, Loss: 0.0253 Epoch 33 Batch 208/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9428, Loss: 0.0265 Epoch 33 Batch 209/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0215 Epoch 33 Batch 210/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9407, Loss: 0.0233 Epoch 33 Batch 211/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9457, Loss: 0.0228 Epoch 33 Batch 212/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9489, Loss: 0.0234 Epoch 33 Batch 213/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9492, Loss: 0.0247 Epoch 33 Batch 214/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9450, Loss: 0.0258 Epoch 33 Batch 215/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9400, Loss: 0.0296 Epoch 33 Batch 216/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9379, Loss: 0.0267 Epoch 33 Batch 217/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9425, Loss: 0.0191 Epoch 33 Batch 218/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9371, Loss: 0.0328 Epoch 33 Batch 219/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9347, Loss: 0.0207 Epoch 33 Batch 220/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9393, Loss: 0.0267 Epoch 33 Batch 221/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9414, Loss: 0.0268 Epoch 33 Batch 222/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0215 Epoch 33 Batch 223/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9450, Loss: 0.0263 Epoch 33 Batch 224/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9400, Loss: 0.0266 Epoch 33 Batch 225/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9400, Loss: 0.0337 Epoch 33 Batch 226/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9396, Loss: 0.0236 Epoch 33 Batch 227/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9396, Loss: 0.0332 Epoch 33 Batch 228/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9339, Loss: 0.0204 Epoch 33 Batch 229/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9389, Loss: 0.0240 Epoch 33 Batch 230/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9343, Loss: 0.0282 Epoch 33 Batch 231/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9347, Loss: 0.0315 Epoch 33 Batch 232/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9450, Loss: 0.0242 Epoch 33 Batch 233/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9450, Loss: 0.0319 Epoch 33 Batch 234/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9453, Loss: 0.0279 Epoch 33 Batch 235/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9453, Loss: 0.0311 Epoch 33 Batch 236/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0294 Epoch 33 Batch 237/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9471, Loss: 0.0208 Epoch 33 Batch 238/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0274 Epoch 33 Batch 239/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9545, Loss: 0.0171 Epoch 33 Batch 240/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9496, Loss: 0.0203 Epoch 33 Batch 241/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9545, Loss: 0.0171 Epoch 33 Batch 242/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9545, Loss: 0.0226 Epoch 33 Batch 243/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9545, Loss: 0.0299 Epoch 33 Batch 244/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9474, Loss: 0.0229 Epoch 33 Batch 245/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9474, Loss: 0.0222 Epoch 33 Batch 246/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9467, Loss: 0.0283 Epoch 33 Batch 247/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9432, Loss: 0.0258 Epoch 33 Batch 248/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9489, Loss: 0.0317 Epoch 33 Batch 249/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9485, Loss: 0.0217 Epoch 33 Batch 250/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9485, Loss: 0.0247 Epoch 33 Batch 251/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9482, Loss: 0.0327 Epoch 33 Batch 252/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9482, Loss: 0.0300 Epoch 33 Batch 253/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9478, Loss: 0.0272 Epoch 33 Batch 254/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9428, Loss: 0.0287 Epoch 33 Batch 255/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9478, Loss: 0.0224 Epoch 33 Batch 256/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9460, Loss: 0.0452 Epoch 33 Batch 257/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9503, Loss: 0.0272 Epoch 33 Batch 258/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0236 Epoch 33 Batch 259/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9542, Loss: 0.0209 Epoch 33 Batch 260/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9521, Loss: 0.0206 Epoch 33 Batch 261/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9521, Loss: 0.0250 Epoch 33 Batch 262/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9521, Loss: 0.0226 Epoch 33 Batch 263/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9471, Loss: 0.0195 Epoch 33 Batch 264/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9418, Loss: 0.0227 Epoch 33 Batch 265/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9421, Loss: 0.0219 Epoch 33 Batch 266/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9421, Loss: 0.0269 Epoch 33 Batch 267/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9421, Loss: 0.0191 Epoch 33 Batch 268/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9471, Loss: 0.0352 Epoch 33 Batch 269/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9570, Loss: 0.0288 Epoch 33 Batch 270/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9556, Loss: 0.0347 Epoch 33 Batch 271/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9464, Loss: 0.0238 Epoch 33 Batch 272/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9446, Loss: 0.0504 Epoch 33 Batch 273/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9450, Loss: 0.0223 Epoch 33 Batch 274/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9503, Loss: 0.0265 Epoch 33 Batch 275/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9467, Loss: 0.0254 Epoch 33 Batch 276/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9453, Loss: 0.0367 Epoch 33 Batch 277/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9407, Loss: 0.0205 Epoch 33 Batch 278/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9386, Loss: 0.0335 Epoch 33 Batch 279/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9407, Loss: 0.0269 Epoch 33 Batch 280/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9489, Loss: 0.0309 Epoch 33 Batch 281/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9386, Loss: 0.0310 Epoch 33 Batch 282/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9382, Loss: 0.0306 Epoch 33 Batch 283/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9389, Loss: 0.0268 Epoch 33 Batch 284/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9336, Loss: 0.0254 Epoch 33 Batch 285/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9361, Loss: 0.0258 Epoch 33 Batch 286/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9364, Loss: 0.0252 Epoch 33 Batch 287/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9364, Loss: 0.0311 Epoch 33 Batch 288/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9414, Loss: 0.0302 Epoch 33 Batch 289/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9528, Loss: 0.0211 Epoch 33 Batch 290/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9450, Loss: 0.0389 Epoch 33 Batch 291/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9382, Loss: 0.0355 Epoch 33 Batch 292/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9350, Loss: 0.0235 Epoch 33 Batch 293/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9400, Loss: 0.0233 Epoch 33 Batch 294/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9435, Loss: 0.0253 Epoch 33 Batch 295/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9389, Loss: 0.0283 Epoch 33 Batch 296/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9336, Loss: 0.0234 Epoch 33 Batch 297/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0298 Epoch 33 Batch 298/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9336, Loss: 0.0309 Epoch 33 Batch 299/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9336, Loss: 0.0265 Epoch 33 Batch 300/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9396, Loss: 0.0188 Epoch 33 Batch 301/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9403, Loss: 0.0216 Epoch 33 Batch 302/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0271 Epoch 33 Batch 303/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9489, Loss: 0.0301 Epoch 33 Batch 304/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9489, Loss: 0.0263 Epoch 33 Batch 305/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0259 Epoch 33 Batch 306/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9425, Loss: 0.0409 Epoch 33 Batch 307/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9467, Loss: 0.0277 Epoch 33 Batch 308/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9460, Loss: 0.0303 Epoch 33 Batch 309/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9478, Loss: 0.0224 Epoch 33 Batch 310/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9528, Loss: 0.0244 Epoch 33 Batch 311/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9524, Loss: 0.0204 Epoch 33 Batch 312/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9467, Loss: 0.0327 Epoch 33 Batch 313/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9418, Loss: 0.0218 Epoch 33 Batch 314/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9361, Loss: 0.0352 Epoch 33 Batch 315/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9368, Loss: 0.0228 Epoch 33 Batch 316/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9418, Loss: 0.0317 Epoch 33 Batch 317/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9411, Loss: 0.0253 Epoch 33 Batch 318/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9460, Loss: 0.0222 Epoch 33 Batch 319/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9467, Loss: 0.0322 Epoch 33 Batch 320/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9329, Loss: 0.0387 Epoch 33 Batch 321/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9368, Loss: 0.0234 Epoch 33 Batch 322/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9368, Loss: 0.0241 Epoch 33 Batch 323/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9368, Loss: 0.0277 Epoch 33 Batch 324/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9442, Loss: 0.0261 Epoch 33 Batch 325/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9339, Loss: 0.0250 Epoch 33 Batch 326/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9286, Loss: 0.0249 Epoch 33 Batch 327/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9283, Loss: 0.0331 Epoch 33 Batch 328/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9332, Loss: 0.0339 Epoch 33 Batch 329/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9343, Loss: 0.0275 Epoch 33 Batch 330/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9364, Loss: 0.0289 Epoch 33 Batch 331/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0241 Epoch 33 Batch 332/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9343, Loss: 0.0189 Epoch 33 Batch 333/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9382, Loss: 0.0235 Epoch 33 Batch 334/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9400, Loss: 0.0198 Epoch 33 Batch 335/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9382, Loss: 0.0283 Epoch 33 Batch 336/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9403, Loss: 0.0630 Epoch 33 Batch 337/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0234 Epoch 33 Batch 338/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9609, Loss: 0.0369 Epoch 33 Batch 339/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0195 Epoch 33 Batch 340/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0248 Epoch 33 Batch 341/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9457, Loss: 0.0358 Epoch 33 Batch 342/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9403, Loss: 0.0237 Epoch 33 Batch 343/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9400, Loss: 0.0369 Epoch 33 Batch 344/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9332, Loss: 0.0321 Epoch 33 Batch 345/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9339, Loss: 0.0219 Epoch 33 Batch 346/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9375, Loss: 0.0307 Epoch 33 Batch 347/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9375, Loss: 0.0202 Epoch 33 Batch 348/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9350, Loss: 0.0300 Epoch 33 Batch 349/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9339, Loss: 0.0257 Epoch 33 Batch 350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9343, Loss: 0.0218 Epoch 33 Batch 351/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9368, Loss: 0.0265 Epoch 33 Batch 352/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9322, Loss: 0.0198 Epoch 33 Batch 353/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9279, Loss: 0.0314 Epoch 33 Batch 354/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9368, Loss: 0.0308 Epoch 33 Batch 355/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9407, Loss: 0.0251 Epoch 33 Batch 356/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9382, Loss: 0.0271 Epoch 33 Batch 357/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9332, Loss: 0.0303 Epoch 33 Batch 358/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9389, Loss: 0.0324 Epoch 33 Batch 359/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9364, Loss: 0.0271 Epoch 33 Batch 360/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9265, Loss: 0.0226 Epoch 33 Batch 361/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9311, Loss: 0.0251 Epoch 33 Batch 362/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9205, Loss: 0.0368 Epoch 33 Batch 363/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9361, Loss: 0.0280 Epoch 33 Batch 364/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9414, Loss: 0.0391 Epoch 33 Batch 365/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9425, Loss: 0.0172 Epoch 33 Batch 366/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9357, Loss: 0.0224 Epoch 33 Batch 367/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0256 Epoch 33 Batch 368/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9389, Loss: 0.0279 Epoch 33 Batch 369/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9471, Loss: 0.0294 Epoch 33 Batch 370/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9421, Loss: 0.0267 Epoch 33 Batch 371/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9389, Loss: 0.0219 Epoch 33 Batch 372/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9393, Loss: 0.0190 Epoch 33 Batch 373/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9396, Loss: 0.0281 Epoch 33 Batch 374/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9450, Loss: 0.0290 Epoch 33 Batch 375/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9457, Loss: 0.0249 Epoch 33 Batch 376/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9411, Loss: 0.0369 Epoch 33 Batch 377/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9460, Loss: 0.0254 Epoch 33 Batch 378/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9482, Loss: 0.0198 Epoch 33 Batch 379/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9460, Loss: 0.0336 Epoch 33 Batch 380/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9460, Loss: 0.0233 Epoch 33 Batch 381/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9414, Loss: 0.0337 Epoch 33 Batch 382/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9435, Loss: 0.0392 Epoch 33 Batch 383/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9425, Loss: 0.0270 Epoch 33 Batch 384/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0212 Epoch 33 Batch 385/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9364, Loss: 0.0192 Epoch 33 Batch 386/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9368, Loss: 0.0215 Epoch 33 Batch 387/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9400, Loss: 0.0236 Epoch 33 Batch 388/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9343, Loss: 0.0376 Epoch 33 Batch 389/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9389, Loss: 0.0294 Epoch 33 Batch 390/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9435, Loss: 0.0355 Epoch 33 Batch 391/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9386, Loss: 0.0295 Epoch 33 Batch 392/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9382, Loss: 0.0347 Epoch 33 Batch 393/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9386, Loss: 0.0252 Epoch 33 Batch 394/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9467, Loss: 0.0241 Epoch 33 Batch 395/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9467, Loss: 0.0234 Epoch 33 Batch 396/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9467, Loss: 0.0278 Epoch 33 Batch 397/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0293 Epoch 33 Batch 398/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9521, Loss: 0.0270 Epoch 33 Batch 399/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9471, Loss: 0.0261 Epoch 33 Batch 400/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9364, Loss: 0.0265 Epoch 33 Batch 401/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9411, Loss: 0.0208 Epoch 33 Batch 402/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0217 Epoch 33 Batch 403/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9403, Loss: 0.0394 Epoch 33 Batch 404/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9407, Loss: 0.0285 Epoch 33 Batch 405/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9403, Loss: 0.0320 Epoch 33 Batch 406/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9403, Loss: 0.0241 Epoch 33 Batch 407/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9350, Loss: 0.0323 Epoch 33 Batch 408/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9304, Loss: 0.0301 Epoch 33 Batch 409/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9325, Loss: 0.0292 Epoch 33 Batch 410/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9318, Loss: 0.0401 Epoch 33 Batch 411/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9414, Loss: 0.0291 Epoch 33 Batch 412/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9517, Loss: 0.0271 Epoch 33 Batch 413/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9492, Loss: 0.0244 Epoch 33 Batch 414/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9453, Loss: 0.0246 Epoch 33 Batch 415/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9450, Loss: 0.0337 Epoch 33 Batch 416/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9474, Loss: 0.0265 Epoch 33 Batch 417/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0401 Epoch 33 Batch 418/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9446, Loss: 0.0211 Epoch 33 Batch 419/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9421, Loss: 0.0230 Epoch 33 Batch 420/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9418, Loss: 0.0191 Epoch 33 Batch 421/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9418, Loss: 0.0474 Epoch 33 Batch 422/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9435, Loss: 0.0248 Epoch 33 Batch 423/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9474, Loss: 0.0304 Epoch 33 Batch 424/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0256 Epoch 33 Batch 425/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9425, Loss: 0.0204 Epoch 33 Batch 426/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9368, Loss: 0.0306 Epoch 33 Batch 427/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9368, Loss: 0.0229 Epoch 33 Batch 428/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9393, Loss: 0.0207 Epoch 33 Batch 429/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9393, Loss: 0.0225 Epoch 33 Batch 430/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9332, Loss: 0.0215 Epoch 33 Batch 431/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9389, Loss: 0.0211 Epoch 33 Batch 432/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9339, Loss: 0.0246 Epoch 33 Batch 433/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9265, Loss: 0.0315 Epoch 33 Batch 434/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9293, Loss: 0.0255 Epoch 33 Batch 435/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9244, Loss: 0.0327 Epoch 33 Batch 436/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9240, Loss: 0.0280 Epoch 33 Batch 437/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9261, Loss: 0.0187 Epoch 33 Batch 438/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9261, Loss: 0.0249 Epoch 33 Batch 439/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9261, Loss: 0.0280 Epoch 33 Batch 440/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9261, Loss: 0.0331 Epoch 33 Batch 441/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9293, Loss: 0.0285 Epoch 33 Batch 442/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9290, Loss: 0.0351 Epoch 33 Batch 443/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9290, Loss: 0.0238 Epoch 33 Batch 444/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9311, Loss: 0.0314 Epoch 33 Batch 445/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9361, Loss: 0.0298 Epoch 33 Batch 446/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9375, Loss: 0.0213 Epoch 33 Batch 447/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9425, Loss: 0.0253 Epoch 33 Batch 448/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9361, Loss: 0.0297 Epoch 33 Batch 449/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9318, Loss: 0.0364 Epoch 33 Batch 450/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9318, Loss: 0.0306 Epoch 33 Batch 451/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9318, Loss: 0.0246 Epoch 33 Batch 452/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9311, Loss: 0.0218 Epoch 33 Batch 453/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9364, Loss: 0.0279 Epoch 33 Batch 454/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9407, Loss: 0.0381 Epoch 33 Batch 455/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9407, Loss: 0.0261 Epoch 33 Batch 456/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0326 Epoch 33 Batch 457/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9435, Loss: 0.0215 Epoch 33 Batch 458/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9478, Loss: 0.0294 Epoch 33 Batch 459/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9457, Loss: 0.0280 Epoch 33 Batch 460/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9457, Loss: 0.0279 Epoch 33 Batch 461/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9389, Loss: 0.0262 Epoch 33 Batch 462/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9389, Loss: 0.0255 Epoch 33 Batch 463/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9393, Loss: 0.0244 Epoch 33 Batch 464/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9393, Loss: 0.0241 Epoch 33 Batch 465/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9311, Loss: 0.0398 Epoch 33 Batch 466/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9315, Loss: 0.0277 Epoch 33 Batch 467/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9361, Loss: 0.0274 Epoch 33 Batch 468/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9361, Loss: 0.0253 Epoch 33 Batch 469/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9382, Loss: 0.0189 Epoch 33 Batch 470/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9432, Loss: 0.0247 Epoch 33 Batch 471/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0189 Epoch 33 Batch 472/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9428, Loss: 0.0241 Epoch 33 Batch 473/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9428, Loss: 0.0252 Epoch 33 Batch 474/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9482, Loss: 0.0244 Epoch 33 Batch 475/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9482, Loss: 0.0255 Epoch 33 Batch 476/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9474, Loss: 0.0218 Epoch 33 Batch 477/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9428, Loss: 0.0263 Epoch 33 Batch 478/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9428, Loss: 0.0267 Epoch 33 Batch 479/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9428, Loss: 0.0267 Epoch 33 Batch 480/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9460, Loss: 0.0239 Epoch 33 Batch 481/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9460, Loss: 0.0260 Epoch 33 Batch 482/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9457, Loss: 0.0250 Epoch 33 Batch 483/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9457, Loss: 0.0337 Epoch 33 Batch 484/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9414, Loss: 0.0282 Epoch 33 Batch 485/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9414, Loss: 0.0304 Epoch 33 Batch 486/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9386, Loss: 0.0243 Epoch 33 Batch 487/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9382, Loss: 0.0220 Epoch 33 Batch 488/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9432, Loss: 0.0195 Epoch 33 Batch 489/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9432, Loss: 0.0239 Epoch 33 Batch 490/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9336, Loss: 0.0264 Epoch 33 Batch 491/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9304, Loss: 0.0348 Epoch 33 Batch 492/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9254, Loss: 0.0294 Epoch 33 Batch 493/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9300, Loss: 0.0179 Epoch 33 Batch 494/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9300, Loss: 0.0186 Epoch 33 Batch 495/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9237, Loss: 0.0205 Epoch 33 Batch 496/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9279, Loss: 0.0263 Epoch 33 Batch 497/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9354, Loss: 0.0283 Epoch 33 Batch 498/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9357, Loss: 0.0301 Epoch 33 Batch 499/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9347, Loss: 0.0269 Epoch 33 Batch 500/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0207 Epoch 33 Batch 501/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9457, Loss: 0.0223 Epoch 33 Batch 502/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9503, Loss: 0.0310 Epoch 33 Batch 503/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0231 Epoch 33 Batch 504/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9524, Loss: 0.0231 Epoch 33 Batch 505/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9528, Loss: 0.0197 Epoch 33 Batch 506/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9474, Loss: 0.0332 Epoch 33 Batch 507/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9471, Loss: 0.0295 Epoch 33 Batch 508/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9471, Loss: 0.0238 Epoch 33 Batch 509/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9471, Loss: 0.0310 Epoch 33 Batch 510/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0225 Epoch 33 Batch 511/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9435, Loss: 0.0277 Epoch 33 Batch 512/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9435, Loss: 0.0202 Epoch 33 Batch 513/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9435, Loss: 0.0310 Epoch 33 Batch 514/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9439, Loss: 0.0250 Epoch 33 Batch 515/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0292 Epoch 33 Batch 516/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9492, Loss: 0.0280 Epoch 33 Batch 517/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9435, Loss: 0.0313 Epoch 33 Batch 518/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0214 Epoch 33 Batch 519/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0336 Epoch 33 Batch 520/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9524, Loss: 0.0234 Epoch 33 Batch 521/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9460, Loss: 0.0252 Epoch 33 Batch 522/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9460, Loss: 0.0321 Epoch 33 Batch 523/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9418, Loss: 0.0306 Epoch 33 Batch 524/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9496, Loss: 0.0289 Epoch 33 Batch 525/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9556, Loss: 0.0262 Epoch 33 Batch 526/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0194 Epoch 33 Batch 527/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9524, Loss: 0.0263 Epoch 33 Batch 528/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0227 Epoch 33 Batch 529/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9535, Loss: 0.0283 Epoch 33 Batch 530/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9531, Loss: 0.0287 Epoch 33 Batch 531/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0279 Epoch 33 Batch 532/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9482, Loss: 0.0375 Epoch 33 Batch 533/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9382, Loss: 0.0230 Epoch 33 Batch 534/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9428, Loss: 0.0339 Epoch 33 Batch 535/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9428, Loss: 0.0267 Epoch 33 Batch 536/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9428, Loss: 0.0291 Epoch 33 Batch 537/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9439, Loss: 0.0227 Epoch 33 Batch 538/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9439, Loss: 0.0221 Epoch 33 Batch 539/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0339 Epoch 33 Batch 540/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0181 Epoch 33 Batch 541/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9482, Loss: 0.0244 Epoch 33 Batch 542/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0308 Epoch 33 Batch 543/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9482, Loss: 0.0207 Epoch 33 Batch 544/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9371, Loss: 0.0126 Epoch 33 Batch 545/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9414, Loss: 0.0236 Epoch 33 Batch 546/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9414, Loss: 0.0311 Epoch 33 Batch 547/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0241 Epoch 33 Batch 548/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9268, Loss: 0.0303 Epoch 33 Batch 549/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9272, Loss: 0.0309 Epoch 33 Batch 550/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9371, Loss: 0.0260 Epoch 33 Batch 551/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9336, Loss: 0.0336 Epoch 33 Batch 552/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9336, Loss: 0.0275 Epoch 33 Batch 553/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9425, Loss: 0.0381 Epoch 33 Batch 554/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9379, Loss: 0.0233 Epoch 33 Batch 555/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9379, Loss: 0.0245 Epoch 33 Batch 556/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9332, Loss: 0.0219 Epoch 33 Batch 557/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9325, Loss: 0.0225 Epoch 33 Batch 558/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9329, Loss: 0.0228 Epoch 33 Batch 559/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9329, Loss: 0.0272 Epoch 33 Batch 560/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9329, Loss: 0.0275 Epoch 33 Batch 561/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9329, Loss: 0.0250 Epoch 33 Batch 562/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9403, Loss: 0.0227 Epoch 33 Batch 563/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9403, Loss: 0.0315 Epoch 33 Batch 564/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9354, Loss: 0.0313 Epoch 33 Batch 565/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9347, Loss: 0.0346 Epoch 33 Batch 566/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9350, Loss: 0.0289 Epoch 33 Batch 567/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9350, Loss: 0.0287 Epoch 33 Batch 568/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9379, Loss: 0.0217 Epoch 33 Batch 569/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9379, Loss: 0.0336 Epoch 33 Batch 570/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9386, Loss: 0.0333 Epoch 33 Batch 571/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9414, Loss: 0.0217 Epoch 33 Batch 572/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9432, Loss: 0.0268 Epoch 33 Batch 573/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9382, Loss: 0.0415 Epoch 33 Batch 574/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9386, Loss: 0.0307 Epoch 33 Batch 575/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9435, Loss: 0.0219 Epoch 33 Batch 576/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9435, Loss: 0.0203 Epoch 33 Batch 577/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9432, Loss: 0.0233 Epoch 33 Batch 578/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9428, Loss: 0.0214 Epoch 33 Batch 579/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9549, Loss: 0.0272 Epoch 33 Batch 580/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9592, Loss: 0.0197 Epoch 33 Batch 581/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0190 Epoch 33 Batch 582/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9592, Loss: 0.0214 Epoch 33 Batch 583/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9592, Loss: 0.0326 Epoch 33 Batch 584/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9592, Loss: 0.0267 Epoch 33 Batch 585/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9595, Loss: 0.0181 Epoch 33 Batch 586/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9545, Loss: 0.0196 Epoch 33 Batch 587/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9592, Loss: 0.0239 Epoch 33 Batch 588/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9613, Loss: 0.0220 Epoch 33 Batch 589/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9613, Loss: 0.0212 Epoch 33 Batch 590/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9570, Loss: 0.0258 Epoch 33 Batch 591/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9570, Loss: 0.0248 Epoch 33 Batch 592/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0255 Epoch 33 Batch 593/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9577, Loss: 0.0414 Epoch 33 Batch 594/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9577, Loss: 0.0275 Epoch 33 Batch 595/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0263 Epoch 33 Batch 596/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9581, Loss: 0.0237 Epoch 33 Batch 597/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9616, Loss: 0.0215 Epoch 33 Batch 598/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9616, Loss: 0.0278 Epoch 33 Batch 599/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9616, Loss: 0.0449 Epoch 33 Batch 600/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0309 Epoch 33 Batch 601/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9574, Loss: 0.0339 Epoch 33 Batch 602/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9616, Loss: 0.0284 Epoch 33 Batch 603/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9620, Loss: 0.0269 Epoch 33 Batch 604/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9613, Loss: 0.0397 Epoch 33 Batch 605/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9613, Loss: 0.0339 Epoch 33 Batch 606/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0220 Epoch 33 Batch 607/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9517, Loss: 0.0342 Epoch 33 Batch 608/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9464, Loss: 0.0337 Epoch 33 Batch 609/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9471, Loss: 0.0332 Epoch 33 Batch 610/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9414, Loss: 0.0285 Epoch 33 Batch 611/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9350, Loss: 0.0257 Epoch 33 Batch 612/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9244, Loss: 0.0213 Epoch 33 Batch 613/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9244, Loss: 0.0276 Epoch 33 Batch 614/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9308, Loss: 0.0284 Epoch 33 Batch 615/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9418, Loss: 0.0231 Epoch 33 Batch 616/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9414, Loss: 0.0277 Epoch 33 Batch 617/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9538, Loss: 0.0209 Epoch 33 Batch 618/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9542, Loss: 0.0292 Epoch 33 Batch 619/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9489, Loss: 0.0200 Epoch 33 Batch 620/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0236 Epoch 33 Batch 621/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0307 Epoch 33 Batch 622/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9435, Loss: 0.0325 Epoch 33 Batch 623/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9489, Loss: 0.0393 Epoch 33 Batch 624/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9485, Loss: 0.0293 Epoch 33 Batch 625/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9513, Loss: 0.0253 Epoch 33 Batch 626/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9439, Loss: 0.0212 Epoch 33 Batch 627/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9382, Loss: 0.0253 Epoch 33 Batch 628/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9382, Loss: 0.0269 Epoch 33 Batch 629/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9435, Loss: 0.0282 Epoch 33 Batch 630/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9435, Loss: 0.0252 Epoch 33 Batch 631/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9435, Loss: 0.0324 Epoch 33 Batch 632/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9467, Loss: 0.0232 Epoch 33 Batch 633/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9421, Loss: 0.0230 Epoch 33 Batch 634/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9570, Loss: 0.0179 Epoch 33 Batch 635/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9570, Loss: 0.0336 Epoch 33 Batch 636/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9588, Loss: 0.0253 Epoch 33 Batch 637/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9588, Loss: 0.0301 Epoch 33 Batch 638/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9588, Loss: 0.0225 Epoch 33 Batch 639/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9524, Loss: 0.0287 Epoch 33 Batch 640/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9421, Loss: 0.0194 Epoch 33 Batch 641/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9482, Loss: 0.0256 Epoch 33 Batch 642/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9457, Loss: 0.0233 Epoch 33 Batch 643/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9411, Loss: 0.0209 Epoch 33 Batch 644/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9482, Loss: 0.0261 Epoch 33 Batch 645/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9482, Loss: 0.0292 Epoch 33 Batch 646/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9503, Loss: 0.0249 Epoch 33 Batch 647/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9482, Loss: 0.0315 Epoch 33 Batch 648/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9482, Loss: 0.0233 Epoch 33 Batch 649/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9482, Loss: 0.0239 Epoch 33 Batch 650/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9428, Loss: 0.0259 Epoch 33 Batch 651/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9428, Loss: 0.0213 Epoch 33 Batch 652/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9428, Loss: 0.0248 Epoch 33 Batch 653/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9482, Loss: 0.0368 Epoch 33 Batch 654/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9489, Loss: 0.0311 Epoch 33 Batch 655/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9535, Loss: 0.0381 Epoch 33 Batch 656/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9453, Loss: 0.0280 Epoch 33 Batch 657/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9503, Loss: 0.0285 Epoch 33 Batch 658/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9407, Loss: 0.0164 Epoch 33 Batch 659/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9407, Loss: 0.0266 Epoch 33 Batch 660/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9407, Loss: 0.0206 Epoch 33 Batch 661/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9411, Loss: 0.0248 Epoch 33 Batch 662/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9450, Loss: 0.0241 Epoch 33 Batch 663/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9450, Loss: 0.0228 Epoch 33 Batch 664/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0284 Epoch 33 Batch 665/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9450, Loss: 0.0200 Epoch 33 Batch 666/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9403, Loss: 0.0287 Epoch 33 Batch 667/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9403, Loss: 0.0314 Epoch 33 Batch 668/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9407, Loss: 0.0222 Epoch 33 Batch 669/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9457, Loss: 0.0201 Epoch 33 Batch 670/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9339, Loss: 0.0241 Epoch 33 Batch 671/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9343, Loss: 0.0290 Epoch 33 Batch 672/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9268, Loss: 0.0221 Epoch 33 Batch 673/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9222, Loss: 0.0282 Epoch 33 Batch 674/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9311, Loss: 0.0229 Epoch 33 Batch 675/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9407, Loss: 0.0296 Epoch 33 Batch 676/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9364, Loss: 0.0222 Epoch 33 Batch 677/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9364, Loss: 0.0338 Epoch 33 Batch 678/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9347, Loss: 0.0222 Epoch 33 Batch 679/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9297, Loss: 0.0246 Epoch 33 Batch 680/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9297, Loss: 0.0295 Epoch 33 Batch 681/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9297, Loss: 0.0222 Epoch 33 Batch 682/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9474, Loss: 0.0241 Epoch 33 Batch 683/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9421, Loss: 0.0208 Epoch 33 Batch 684/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9467, Loss: 0.0232 Epoch 33 Batch 685/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9467, Loss: 0.0307 Epoch 33 Batch 686/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9471, Loss: 0.0199 Epoch 33 Batch 687/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0272 Epoch 33 Batch 688/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9471, Loss: 0.0217 Epoch 33 Batch 689/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9474, Loss: 0.0155 Epoch 33 Batch 690/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9524, Loss: 0.0270 Epoch 33 Batch 691/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9531, Loss: 0.0261 Epoch 33 Batch 692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0250 Epoch 33 Batch 693/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9574, Loss: 0.0392 Epoch 33 Batch 694/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9574, Loss: 0.0243 Epoch 33 Batch 695/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0269 Epoch 33 Batch 696/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9528, Loss: 0.0240 Epoch 33 Batch 697/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9521, Loss: 0.0242 Epoch 33 Batch 698/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9521, Loss: 0.0253 Epoch 33 Batch 699/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9567, Loss: 0.0254 Epoch 33 Batch 700/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9563, Loss: 0.0224 Epoch 33 Batch 701/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9563, Loss: 0.0263 Epoch 33 Batch 702/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9563, Loss: 0.0410 Epoch 33 Batch 703/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9602, Loss: 0.0233 Epoch 33 Batch 704/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9641, Loss: 0.0372 Epoch 33 Batch 705/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9563, Loss: 0.0279 Epoch 33 Batch 706/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9517, Loss: 0.0435 Epoch 33 Batch 707/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9567, Loss: 0.0325 Epoch 33 Batch 708/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9517, Loss: 0.0258 Epoch 33 Batch 709/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9467, Loss: 0.0345 Epoch 33 Batch 710/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9460, Loss: 0.0229 Epoch 33 Batch 711/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9407, Loss: 0.0317 Epoch 33 Batch 712/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9354, Loss: 0.0205 Epoch 33 Batch 713/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9354, Loss: 0.0252 Epoch 33 Batch 714/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9364, Loss: 0.0284 Epoch 33 Batch 715/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9347, Loss: 0.0305 Epoch 33 Batch 716/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9339, Loss: 0.0255 Epoch 33 Batch 717/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9347, Loss: 0.0248 Epoch 33 Batch 718/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9393, Loss: 0.0269 Epoch 33 Batch 719/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9400, Loss: 0.0293 Epoch 33 Batch 720/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9325, Loss: 0.0295 Epoch 33 Batch 721/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9379, Loss: 0.0338 Epoch 33 Batch 722/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9382, Loss: 0.0259 Epoch 33 Batch 723/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9450, Loss: 0.0295 Epoch 33 Batch 724/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9407, Loss: 0.0312 Epoch 33 Batch 725/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9478, Loss: 0.0236 Epoch 33 Batch 726/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9432, Loss: 0.0219 Epoch 33 Batch 727/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0227 Epoch 33 Batch 728/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9453, Loss: 0.0380 Epoch 33 Batch 729/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9421, Loss: 0.0349 Epoch 33 Batch 730/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9474, Loss: 0.0403 Epoch 33 Batch 731/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9425, Loss: 0.0261 Epoch 33 Batch 732/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9396, Loss: 0.0290 Epoch 33 Batch 733/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9393, Loss: 0.0314 Epoch 33 Batch 734/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9347, Loss: 0.0241 Epoch 33 Batch 735/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9400, Loss: 0.0202 Epoch 33 Batch 736/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9400, Loss: 0.0250 Epoch 33 Batch 737/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9407, Loss: 0.0278 Epoch 33 Batch 738/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9428, Loss: 0.0192 Epoch 33 Batch 739/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9432, Loss: 0.0249 Epoch 33 Batch 740/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9411, Loss: 0.0192 Epoch 33 Batch 741/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9357, Loss: 0.0296 Epoch 33 Batch 742/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9361, Loss: 0.0245 Epoch 33 Batch 743/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9411, Loss: 0.0273 Epoch 33 Batch 744/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9354, Loss: 0.0278 Epoch 33 Batch 745/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9332, Loss: 0.0307 Epoch 33 Batch 746/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9382, Loss: 0.0272 Epoch 33 Batch 747/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9382, Loss: 0.0196 Epoch 33 Batch 748/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0230 Epoch 33 Batch 749/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9474, Loss: 0.0220 Epoch 33 Batch 750/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9432, Loss: 0.0218 Epoch 33 Batch 751/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9403, Loss: 0.0253 Epoch 33 Batch 752/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9375, Loss: 0.0247 Epoch 33 Batch 753/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9474, Loss: 0.0215 Epoch 33 Batch 754/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0261 Epoch 33 Batch 755/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9474, Loss: 0.0345 Epoch 33 Batch 756/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9425, Loss: 0.0218 Epoch 33 Batch 757/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9453, Loss: 0.0244 Epoch 33 Batch 758/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9460, Loss: 0.0228 Epoch 33 Batch 759/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9474, Loss: 0.0241 Epoch 33 Batch 760/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9474, Loss: 0.0258 Epoch 33 Batch 761/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9478, Loss: 0.0244 Epoch 33 Batch 762/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9478, Loss: 0.0206 Epoch 33 Batch 763/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9478, Loss: 0.0283 Epoch 33 Batch 764/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9478, Loss: 0.0284 Epoch 33 Batch 765/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9464, Loss: 0.0359 Epoch 33 Batch 766/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9503, Loss: 0.0331 Epoch 33 Batch 767/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9545, Loss: 0.0262 Epoch 33 Batch 768/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9418, Loss: 0.0239 Epoch 33 Batch 769/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9389, Loss: 0.0255 Epoch 33 Batch 770/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0225 Epoch 33 Batch 771/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9435, Loss: 0.0238 Epoch 33 Batch 772/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9485, Loss: 0.0260 Epoch 33 Batch 773/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9531, Loss: 0.0264 Epoch 33 Batch 774/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9442, Loss: 0.0260 Epoch 33 Batch 775/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9592, Loss: 0.0253 Epoch 33 Batch 776/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9542, Loss: 0.0239 Epoch 33 Batch 777/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0244 Epoch 33 Batch 778/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9553, Loss: 0.0307 Epoch 33 Batch 779/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0217 Epoch 33 Batch 780/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9549, Loss: 0.0347 Epoch 33 Batch 781/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0195 Epoch 33 Batch 782/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9549, Loss: 0.0294 Epoch 33 Batch 783/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9503, Loss: 0.0312 Epoch 33 Batch 784/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9549, Loss: 0.0197 Epoch 33 Batch 785/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9492, Loss: 0.0195 Epoch 33 Batch 786/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9496, Loss: 0.0206 Epoch 33 Batch 787/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9503, Loss: 0.0269 Epoch 33 Batch 788/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9425, Loss: 0.0262 Epoch 33 Batch 789/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9428, Loss: 0.0267 Epoch 33 Batch 790/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9428, Loss: 0.0308 Epoch 33 Batch 791/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9375, Loss: 0.0303 Epoch 33 Batch 792/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9414, Loss: 0.0275 Epoch 33 Batch 793/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9364, Loss: 0.0230 Epoch 33 Batch 794/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9418, Loss: 0.0180 Epoch 33 Batch 795/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0302 Epoch 33 Batch 796/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9474, Loss: 0.0255 Epoch 33 Batch 797/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9379, Loss: 0.0284 Epoch 33 Batch 798/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9371, Loss: 0.0232 Epoch 33 Batch 799/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9396, Loss: 0.0428 Epoch 33 Batch 800/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0241 Epoch 33 Batch 801/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0267 Epoch 33 Batch 802/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9386, Loss: 0.0295 Epoch 33 Batch 803/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9474, Loss: 0.0224 Epoch 33 Batch 804/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0186 Epoch 33 Batch 805/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9492, Loss: 0.0293 Epoch 33 Batch 806/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0230 Epoch 33 Batch 807/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9442, Loss: 0.0242 Epoch 33 Batch 808/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9371, Loss: 0.0394 Epoch 33 Batch 809/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9435, Loss: 0.0420 Epoch 33 Batch 810/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9485, Loss: 0.0226 Epoch 33 Batch 811/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9535, Loss: 0.0255 Epoch 33 Batch 812/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9620, Loss: 0.0273 Epoch 33 Batch 813/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0271 Epoch 33 Batch 814/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9542, Loss: 0.0295 Epoch 33 Batch 815/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9599, Loss: 0.0327 Epoch 33 Batch 816/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0234 Epoch 33 Batch 817/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9542, Loss: 0.0252 Epoch 33 Batch 818/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9513, Loss: 0.0292 Epoch 33 Batch 819/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9528, Loss: 0.0276 Epoch 33 Batch 820/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9499, Loss: 0.0243 Epoch 33 Batch 821/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9553, Loss: 0.0277 Epoch 33 Batch 822/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0232 Epoch 33 Batch 823/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9535, Loss: 0.0252 Epoch 33 Batch 824/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0317 Epoch 33 Batch 825/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0248 Epoch 33 Batch 826/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9435, Loss: 0.0222 Epoch 33 Batch 827/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9471, Loss: 0.0242 Epoch 33 Batch 828/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9485, Loss: 0.0207 Epoch 33 Batch 829/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9485, Loss: 0.0301 Epoch 33 Batch 830/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9585, Loss: 0.0312 Epoch 33 Batch 831/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9510, Loss: 0.0297 Epoch 33 Batch 832/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0224 Epoch 33 Batch 833/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9506, Loss: 0.0334 Epoch 33 Batch 834/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9545, Loss: 0.0313 Epoch 33 Batch 835/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9517, Loss: 0.0253 Epoch 33 Batch 836/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9521, Loss: 0.0237 Epoch 33 Batch 837/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9521, Loss: 0.0293 Epoch 33 Batch 838/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9506, Loss: 0.0263 Epoch 33 Batch 839/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9485, Loss: 0.0176 Epoch 33 Batch 840/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9485, Loss: 0.0261 Epoch 33 Batch 841/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9492, Loss: 0.0376 Epoch 33 Batch 842/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0207 Epoch 33 Batch 843/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9556, Loss: 0.0227 Epoch 33 Batch 844/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9577, Loss: 0.0204 Epoch 33 Batch 845/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9602, Loss: 0.0246 Epoch 33 Batch 846/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9624, Loss: 0.0357 Epoch 33 Batch 847/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9624, Loss: 0.0256 Epoch 33 Batch 848/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9627, Loss: 0.0216 Epoch 33 Batch 849/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9574, Loss: 0.0171 Epoch 33 Batch 850/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9574, Loss: 0.0388 Epoch 33 Batch 851/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9577, Loss: 0.0349 Epoch 33 Batch 852/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9574, Loss: 0.0384 Epoch 33 Batch 853/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9624, Loss: 0.0275 Epoch 33 Batch 854/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9624, Loss: 0.0280 Epoch 33 Batch 855/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9577, Loss: 0.0306 Epoch 33 Batch 856/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9592, Loss: 0.0263 Epoch 33 Batch 857/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9538, Loss: 0.0250 Epoch 33 Batch 858/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0226 Epoch 33 Batch 859/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9602, Loss: 0.0243 Epoch 33 Batch 860/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9620, Loss: 0.0308 Epoch 33 Batch 861/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9521, Loss: 0.0219 Epoch 33 Batch 862/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9574, Loss: 0.0304 Epoch 33 Batch 863/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0227 Epoch 33 Batch 864/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9506, Loss: 0.0278 Epoch 33 Batch 865/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9606, Loss: 0.0243 Epoch 33 Batch 866/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9585, Loss: 0.0295 Epoch 33 Batch 867/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9538, Loss: 0.0676 Epoch 33 Batch 868/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9556, Loss: 0.0290 Epoch 33 Batch 869/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9599, Loss: 0.0235 Epoch 33 Batch 870/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9574, Loss: 0.0250 Epoch 33 Batch 871/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0207 Epoch 33 Batch 872/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0243 Epoch 33 Batch 873/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0248 Epoch 33 Batch 874/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9478, Loss: 0.0275 Epoch 33 Batch 875/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9368, Loss: 0.0253 Epoch 33 Batch 876/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0229 Epoch 33 Batch 877/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9418, Loss: 0.0262 Epoch 33 Batch 878/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9418, Loss: 0.0222 Epoch 33 Batch 879/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9467, Loss: 0.0177 Epoch 33 Batch 880/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9418, Loss: 0.0304 Epoch 33 Batch 881/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9414, Loss: 0.0241 Epoch 33 Batch 882/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9400, Loss: 0.0250 Epoch 33 Batch 883/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9425, Loss: 0.0376 Epoch 33 Batch 884/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9418, Loss: 0.0291 Epoch 33 Batch 885/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9535, Loss: 0.0177 Epoch 33 Batch 886/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9545, Loss: 0.0269 Epoch 33 Batch 887/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9570, Loss: 0.0304 Epoch 33 Batch 888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9524, Loss: 0.0279 Epoch 33 Batch 889/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9553, Loss: 0.0275 Epoch 33 Batch 890/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9506, Loss: 0.0274 Epoch 33 Batch 891/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9457, Loss: 0.0212 Epoch 33 Batch 892/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9457, Loss: 0.0239 Epoch 33 Batch 893/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9457, Loss: 0.0238 Epoch 33 Batch 894/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9457, Loss: 0.0210 Epoch 33 Batch 895/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9503, Loss: 0.0219 Epoch 33 Batch 896/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9453, Loss: 0.0260 Epoch 33 Batch 897/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0215 Epoch 33 Batch 898/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9474, Loss: 0.0253 Epoch 33 Batch 899/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9521, Loss: 0.0257 Epoch 33 Batch 900/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9521, Loss: 0.0304 Epoch 33 Batch 901/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9521, Loss: 0.0393 Epoch 33 Batch 902/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9521, Loss: 0.0313 Epoch 33 Batch 903/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9521, Loss: 0.0249 Epoch 33 Batch 904/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9471, Loss: 0.0234 Epoch 33 Batch 905/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0203 Epoch 33 Batch 906/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0209 Epoch 33 Batch 907/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9624, Loss: 0.0281 Epoch 33 Batch 908/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9577, Loss: 0.0273 Epoch 33 Batch 909/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9556, Loss: 0.0332 Epoch 33 Batch 910/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9553, Loss: 0.0279 Epoch 33 Batch 911/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9553, Loss: 0.0370 Epoch 33 Batch 912/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0317 Epoch 33 Batch 913/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9627, Loss: 0.0346 Epoch 33 Batch 914/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9627, Loss: 0.0580 Epoch 33 Batch 915/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9581, Loss: 0.0264 Epoch 33 Batch 916/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9627, Loss: 0.0268 Epoch 33 Batch 917/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9620, Loss: 0.0276 Epoch 33 Batch 918/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9524, Loss: 0.0222 Epoch 33 Batch 919/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9563, Loss: 0.0207 Epoch 33 Batch 920/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9513, Loss: 0.0228 Epoch 33 Batch 921/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9474, Loss: 0.0286 Epoch 33 Batch 922/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9524, Loss: 0.0235 Epoch 33 Batch 923/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9521, Loss: 0.0172 Epoch 33 Batch 924/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9521, Loss: 0.0333 Epoch 33 Batch 925/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9567, Loss: 0.0215 Epoch 33 Batch 926/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9577, Loss: 0.0270 Epoch 33 Batch 927/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9602, Loss: 0.0370 Epoch 33 Batch 928/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9599, Loss: 0.0262 Epoch 33 Batch 929/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0228 Epoch 33 Batch 930/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9602, Loss: 0.0194 Epoch 33 Batch 931/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9638, Loss: 0.0244 Epoch 33 Batch 932/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9563, Loss: 0.0221 Epoch 33 Batch 933/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9570, Loss: 0.0256 Epoch 33 Batch 934/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9570, Loss: 0.0203 Epoch 33 Batch 935/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9570, Loss: 0.0261 Epoch 33 Batch 936/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9464, Loss: 0.0284 Epoch 33 Batch 937/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9542, Loss: 0.0394 Epoch 33 Batch 938/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9599, Loss: 0.0301 Epoch 33 Batch 939/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9599, Loss: 0.0285 Epoch 33 Batch 940/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9613, Loss: 0.0233 Epoch 33 Batch 941/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9613, Loss: 0.0228 Epoch 33 Batch 942/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9613, Loss: 0.0346 Epoch 33 Batch 943/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9620, Loss: 0.0219 Epoch 33 Batch 944/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9613, Loss: 0.0236 Epoch 33 Batch 945/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0196 Epoch 33 Batch 946/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9556, Loss: 0.0187 Epoch 33 Batch 947/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9528, Loss: 0.0323 Epoch 33 Batch 948/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9595, Loss: 0.0277 Epoch 33 Batch 949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9585, Loss: 0.0165 Epoch 33 Batch 950/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9588, Loss: 0.0230 Epoch 33 Batch 951/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9595, Loss: 0.0275 Epoch 33 Batch 952/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0178 Epoch 33 Batch 953/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9528, Loss: 0.0210 Epoch 33 Batch 954/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0327 Epoch 33 Batch 955/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9489, Loss: 0.0308 Epoch 33 Batch 956/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0270 Epoch 33 Batch 957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0208 Epoch 33 Batch 958/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0266 Epoch 33 Batch 959/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9577, Loss: 0.0290 Epoch 33 Batch 960/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9478, Loss: 0.0241 Epoch 33 Batch 961/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9531, Loss: 0.0212 Epoch 33 Batch 962/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0297 Epoch 33 Batch 963/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9524, Loss: 0.0319 Epoch 33 Batch 964/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9524, Loss: 0.0213 Epoch 33 Batch 965/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9528, Loss: 0.0407 Epoch 33 Batch 966/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0244 Epoch 33 Batch 967/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9531, Loss: 0.0287 Epoch 33 Batch 968/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0318 Epoch 33 Batch 969/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9535, Loss: 0.0351 Epoch 33 Batch 970/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9556, Loss: 0.0254 Epoch 33 Batch 971/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9553, Loss: 0.0319 Epoch 33 Batch 972/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9496, Loss: 0.0313 Epoch 33 Batch 973/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9496, Loss: 0.0190 Epoch 33 Batch 974/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9499, Loss: 0.0205 Epoch 33 Batch 975/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9549, Loss: 0.0250 Epoch 33 Batch 976/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0187 Epoch 33 Batch 977/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9453, Loss: 0.0157 Epoch 33 Batch 978/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9503, Loss: 0.0234 Epoch 33 Batch 979/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9467, Loss: 0.0230 Epoch 33 Batch 980/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9521, Loss: 0.0288 Epoch 33 Batch 981/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9513, Loss: 0.0307 Epoch 33 Batch 982/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9524, Loss: 0.0316 Epoch 33 Batch 983/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9585, Loss: 0.0235 Epoch 33 Batch 984/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9585, Loss: 0.0310 Epoch 33 Batch 985/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9482, Loss: 0.0216 Epoch 33 Batch 986/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0254 Epoch 33 Batch 987/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9482, Loss: 0.0194 Epoch 33 Batch 988/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0267 Epoch 33 Batch 989/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9531, Loss: 0.0272 Epoch 33 Batch 990/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9528, Loss: 0.0285 Epoch 33 Batch 991/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9528, Loss: 0.0211 Epoch 33 Batch 992/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9531, Loss: 0.0291 Epoch 33 Batch 993/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0187 Epoch 33 Batch 994/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9414, Loss: 0.0209 Epoch 33 Batch 995/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9414, Loss: 0.0231 Epoch 33 Batch 996/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9411, Loss: 0.0252 Epoch 33 Batch 997/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9457, Loss: 0.0302 Epoch 33 Batch 998/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9364, Loss: 0.0235 Epoch 33 Batch 999/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9386, Loss: 0.0300 Epoch 33 Batch 1000/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9432, Loss: 0.0256 Epoch 33 Batch 1001/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9432, Loss: 0.0195 Epoch 33 Batch 1002/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9425, Loss: 0.0209 Epoch 33 Batch 1003/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9379, Loss: 0.0263 Epoch 33 Batch 1004/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9379, Loss: 0.0211 Epoch 33 Batch 1005/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9375, Loss: 0.0266 Epoch 33 Batch 1006/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9375, Loss: 0.0206 Epoch 33 Batch 1007/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9375, Loss: 0.0209 Epoch 33 Batch 1008/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9379, Loss: 0.0282 Epoch 33 Batch 1009/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9379, Loss: 0.0168 Epoch 33 Batch 1010/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9428, Loss: 0.0219 Epoch 33 Batch 1011/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9474, Loss: 0.0236 Epoch 33 Batch 1012/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9478, Loss: 0.0188 Epoch 33 Batch 1013/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9478, Loss: 0.0189 Epoch 33 Batch 1014/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9478, Loss: 0.0280 Epoch 33 Batch 1015/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9474, Loss: 0.0335 Epoch 33 Batch 1016/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9474, Loss: 0.0263 Epoch 33 Batch 1017/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9474, Loss: 0.0225 Epoch 33 Batch 1018/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9474, Loss: 0.0345 Epoch 33 Batch 1019/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9474, Loss: 0.0361 Epoch 33 Batch 1020/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9467, Loss: 0.0223 Epoch 33 Batch 1021/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9464, Loss: 0.0238 Epoch 33 Batch 1022/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0220 Epoch 33 Batch 1023/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9517, Loss: 0.0225 Epoch 33 Batch 1024/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9442, Loss: 0.0318 Epoch 33 Batch 1025/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9492, Loss: 0.0227 Epoch 33 Batch 1026/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0282 Epoch 33 Batch 1027/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9435, Loss: 0.0207 Epoch 33 Batch 1028/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9389, Loss: 0.0277 Epoch 33 Batch 1029/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9453, Loss: 0.0222 Epoch 33 Batch 1030/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9453, Loss: 0.0236 Epoch 33 Batch 1031/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9506, Loss: 0.0300 Epoch 33 Batch 1032/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9460, Loss: 0.0282 Epoch 33 Batch 1033/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9411, Loss: 0.0275 Epoch 33 Batch 1034/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9407, Loss: 0.0230 Epoch 33 Batch 1035/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0170 Epoch 33 Batch 1036/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9407, Loss: 0.0331 Epoch 33 Batch 1037/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9482, Loss: 0.0264 Epoch 33 Batch 1038/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9453, Loss: 0.0301 Epoch 33 Batch 1039/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9453, Loss: 0.0245 Epoch 33 Batch 1040/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9545, Loss: 0.0232 Epoch 33 Batch 1041/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9542, Loss: 0.0313 Epoch 33 Batch 1042/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0251 Epoch 33 Batch 1043/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9489, Loss: 0.0352 Epoch 33 Batch 1044/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9453, Loss: 0.0272 Epoch 33 Batch 1045/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0277 Epoch 33 Batch 1046/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0184 Epoch 33 Batch 1047/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9489, Loss: 0.0224 Epoch 33 Batch 1048/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9442, Loss: 0.0315 Epoch 33 Batch 1049/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9553, Loss: 0.0317 Epoch 33 Batch 1050/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9503, Loss: 0.0199 Epoch 33 Batch 1051/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9453, Loss: 0.0304 Epoch 33 Batch 1052/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9453, Loss: 0.0210 Epoch 33 Batch 1053/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9450, Loss: 0.0264 Epoch 33 Batch 1054/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9453, Loss: 0.0243 Epoch 33 Batch 1055/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9453, Loss: 0.0328 Epoch 33 Batch 1056/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9450, Loss: 0.0223 Epoch 33 Batch 1057/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9460, Loss: 0.0215 Epoch 33 Batch 1058/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9460, Loss: 0.0273 Epoch 33 Batch 1059/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9460, Loss: 0.0310 Epoch 33 Batch 1060/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0196 Epoch 33 Batch 1061/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9439, Loss: 0.0373 Epoch 33 Batch 1062/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9439, Loss: 0.0283 Epoch 33 Batch 1063/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9432, Loss: 0.0273 Epoch 33 Batch 1064/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9457, Loss: 0.0239 Epoch 33 Batch 1065/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9435, Loss: 0.0266 Epoch 33 Batch 1066/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9425, Loss: 0.0210 Epoch 33 Batch 1067/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0249 Epoch 33 Batch 1068/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9474, Loss: 0.0170 Epoch 33 Batch 1069/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9467, Loss: 0.0204 Epoch 33 Batch 1070/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0248 Epoch 33 Batch 1071/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9478, Loss: 0.0279 Epoch 33 Batch 1072/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9428, Loss: 0.0269 Epoch 33 Batch 1073/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9464, Loss: 0.0278 Epoch 33 Batch 1074/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9464, Loss: 0.0358 Epoch 33 Batch 1075/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9460, Loss: 0.0318 Epoch 34 Batch 1/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9467, Loss: 0.0170 Epoch 34 Batch 2/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9513, Loss: 0.0282 Epoch 34 Batch 3/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9510, Loss: 0.0336 Epoch 34 Batch 4/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9510, Loss: 0.0236 Epoch 34 Batch 5/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0345 Epoch 34 Batch 6/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0212 Epoch 34 Batch 7/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0232 Epoch 34 Batch 8/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9510, Loss: 0.0243 Epoch 34 Batch 9/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0232 Epoch 34 Batch 10/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9567, Loss: 0.0263 Epoch 34 Batch 11/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9588, Loss: 0.0361 Epoch 34 Batch 12/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9545, Loss: 0.0210 Epoch 34 Batch 13/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9513, Loss: 0.0386 Epoch 34 Batch 14/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9542, Loss: 0.0207 Epoch 34 Batch 15/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9627, Loss: 0.0235 Epoch 34 Batch 16/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0261 Epoch 34 Batch 17/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0235 Epoch 34 Batch 18/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9538, Loss: 0.0230 Epoch 34 Batch 19/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9538, Loss: 0.0260 Epoch 34 Batch 20/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9588, Loss: 0.0243 Epoch 34 Batch 21/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9585, Loss: 0.0321 Epoch 34 Batch 22/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9577, Loss: 0.0281 Epoch 34 Batch 23/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0199 Epoch 34 Batch 24/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9535, Loss: 0.0305 Epoch 34 Batch 25/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9531, Loss: 0.0155 Epoch 34 Batch 26/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9531, Loss: 0.0303 Epoch 34 Batch 27/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9528, Loss: 0.0172 Epoch 34 Batch 28/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0275 Epoch 34 Batch 29/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9577, Loss: 0.0273 Epoch 34 Batch 30/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9577, Loss: 0.0222 Epoch 34 Batch 31/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9574, Loss: 0.0232 Epoch 34 Batch 32/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9574, Loss: 0.0215 Epoch 34 Batch 33/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9574, Loss: 0.0218 Epoch 34 Batch 34/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0273 Epoch 34 Batch 35/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9567, Loss: 0.0299 Epoch 34 Batch 36/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9535, Loss: 0.0211 Epoch 34 Batch 37/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0241 Epoch 34 Batch 38/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9453, Loss: 0.0358 Epoch 34 Batch 39/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9460, Loss: 0.0321 Epoch 34 Batch 40/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9389, Loss: 0.0224 Epoch 34 Batch 41/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9339, Loss: 0.0188 Epoch 34 Batch 42/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9421, Loss: 0.0342 Epoch 34 Batch 43/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9421, Loss: 0.0153 Epoch 34 Batch 44/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9471, Loss: 0.0167 Epoch 34 Batch 45/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9421, Loss: 0.0253 Epoch 34 Batch 46/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9421, Loss: 0.0362 Epoch 34 Batch 47/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9421, Loss: 0.0296 Epoch 34 Batch 48/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9506, Loss: 0.0358 Epoch 34 Batch 49/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9524, Loss: 0.0376 Epoch 34 Batch 50/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9528, Loss: 0.0234 Epoch 34 Batch 51/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9531, Loss: 0.0286 Epoch 34 Batch 52/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9506, Loss: 0.0326 Epoch 34 Batch 53/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9382, Loss: 0.0275 Epoch 34 Batch 54/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9382, Loss: 0.0419 Epoch 34 Batch 55/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9379, Loss: 0.0232 Epoch 34 Batch 56/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9382, Loss: 0.0203 Epoch 34 Batch 57/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9332, Loss: 0.0303 Epoch 34 Batch 58/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9375, Loss: 0.0234 Epoch 34 Batch 59/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9400, Loss: 0.0258 Epoch 34 Batch 60/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9322, Loss: 0.0202 Epoch 34 Batch 61/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9371, Loss: 0.0254 Epoch 34 Batch 62/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9496, Loss: 0.0313 Epoch 34 Batch 63/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9411, Loss: 0.0222 Epoch 34 Batch 64/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9506, Loss: 0.0229 Epoch 34 Batch 65/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9400, Loss: 0.0233 Epoch 34 Batch 66/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0146 Epoch 34 Batch 67/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9489, Loss: 0.0226 Epoch 34 Batch 68/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9439, Loss: 0.0337 Epoch 34 Batch 69/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9471, Loss: 0.0345 Epoch 34 Batch 70/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9371, Loss: 0.0306 Epoch 34 Batch 71/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9386, Loss: 0.0182 Epoch 34 Batch 72/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9432, Loss: 0.0264 Epoch 34 Batch 73/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9492, Loss: 0.0252 Epoch 34 Batch 74/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9496, Loss: 0.0223 Epoch 34 Batch 75/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9400, Loss: 0.0392 Epoch 34 Batch 76/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9400, Loss: 0.0200 Epoch 34 Batch 77/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9503, Loss: 0.0250 Epoch 34 Batch 78/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9513, Loss: 0.0268 Epoch 34 Batch 79/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9492, Loss: 0.0212 Epoch 34 Batch 80/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9524, Loss: 0.0240 Epoch 34 Batch 81/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9524, Loss: 0.0268 Epoch 34 Batch 82/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9521, Loss: 0.0242 Epoch 34 Batch 83/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9521, Loss: 0.0195 Epoch 34 Batch 84/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0236 Epoch 34 Batch 85/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9531, Loss: 0.0265 Epoch 34 Batch 86/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9531, Loss: 0.0226 Epoch 34 Batch 87/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9531, Loss: 0.0333 Epoch 34 Batch 88/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9531, Loss: 0.0291 Epoch 34 Batch 89/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0299 Epoch 34 Batch 90/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9581, Loss: 0.0210 Epoch 34 Batch 91/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9489, Loss: 0.0228 Epoch 34 Batch 92/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9510, Loss: 0.0238 Epoch 34 Batch 93/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9407, Loss: 0.0225 Epoch 34 Batch 94/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9382, Loss: 0.0237 Epoch 34 Batch 95/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9457, Loss: 0.0299 Epoch 34 Batch 96/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9503, Loss: 0.0258 Epoch 34 Batch 97/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0333 Epoch 34 Batch 98/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9482, Loss: 0.0354 Epoch 34 Batch 99/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9528, Loss: 0.0233 Epoch 34 Batch 100/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9489, Loss: 0.0235 Epoch 34 Batch 101/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9531, Loss: 0.0235 Epoch 34 Batch 102/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9503, Loss: 0.0187 Epoch 34 Batch 103/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9503, Loss: 0.0304 Epoch 34 Batch 104/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9496, Loss: 0.0294 Epoch 34 Batch 105/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0221 Epoch 34 Batch 106/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9503, Loss: 0.0279 Epoch 34 Batch 107/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9503, Loss: 0.0271 Epoch 34 Batch 108/1077 - Train Accuracy: 0.9485, Validation Accuracy: 0.9510, Loss: 0.0337 Epoch 34 Batch 109/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9510, Loss: 0.0255 Epoch 34 Batch 110/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9482, Loss: 0.0196 Epoch 34 Batch 111/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9478, Loss: 0.0207 Epoch 34 Batch 112/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9478, Loss: 0.0206 Epoch 34 Batch 113/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9478, Loss: 0.0295 Epoch 34 Batch 114/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9442, Loss: 0.0172 Epoch 34 Batch 115/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9442, Loss: 0.0283 Epoch 34 Batch 116/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9442, Loss: 0.0389 Epoch 34 Batch 117/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9503, Loss: 0.0252 Epoch 34 Batch 118/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9553, Loss: 0.0252 Epoch 34 Batch 119/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9602, Loss: 0.0207 Epoch 34 Batch 120/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9553, Loss: 0.0304 Epoch 34 Batch 121/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0272 Epoch 34 Batch 122/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0214 Epoch 34 Batch 123/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9556, Loss: 0.0190 Epoch 34 Batch 124/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9549, Loss: 0.0300 Epoch 34 Batch 125/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9524, Loss: 0.0360 Epoch 34 Batch 126/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9521, Loss: 0.0261 Epoch 34 Batch 127/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9524, Loss: 0.0271 Epoch 34 Batch 128/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9521, Loss: 0.0264 Epoch 34 Batch 129/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9450, Loss: 0.0333 Epoch 34 Batch 130/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9453, Loss: 0.0252 Epoch 34 Batch 131/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9482, Loss: 0.0278 Epoch 34 Batch 132/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9453, Loss: 0.0206 Epoch 34 Batch 133/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9492, Loss: 0.0199 Epoch 34 Batch 134/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9510, Loss: 0.0254 Epoch 34 Batch 135/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9513, Loss: 0.0278 Epoch 34 Batch 136/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9467, Loss: 0.0202 Epoch 34 Batch 137/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9517, Loss: 0.0239 Epoch 34 Batch 138/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9524, Loss: 0.0263 Epoch 34 Batch 139/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9471, Loss: 0.0282 Epoch 34 Batch 140/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9464, Loss: 0.0199 Epoch 34 Batch 141/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0249 Epoch 34 Batch 142/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9542, Loss: 0.0268 Epoch 34 Batch 143/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9542, Loss: 0.0297 Epoch 34 Batch 144/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9553, Loss: 0.0387 Epoch 34 Batch 145/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9503, Loss: 0.0257 Epoch 34 Batch 146/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9499, Loss: 0.0634 Epoch 34 Batch 147/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9482, Loss: 0.0224 Epoch 34 Batch 148/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9496, Loss: 0.0311 Epoch 34 Batch 149/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9492, Loss: 0.0199 Epoch 34 Batch 150/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9485, Loss: 0.0261 Epoch 34 Batch 151/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9485, Loss: 0.0263 Epoch 34 Batch 152/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9485, Loss: 0.0294 Epoch 34 Batch 153/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9446, Loss: 0.0356 Epoch 34 Batch 154/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9563, Loss: 0.0254 Epoch 34 Batch 155/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9542, Loss: 0.0228 Epoch 34 Batch 156/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9542, Loss: 0.0172 Epoch 34 Batch 157/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0244 Epoch 34 Batch 158/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9521, Loss: 0.0264 Epoch 34 Batch 159/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9471, Loss: 0.0261 Epoch 34 Batch 160/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9503, Loss: 0.0220 Epoch 34 Batch 161/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9553, Loss: 0.0197 Epoch 34 Batch 162/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9602, Loss: 0.0259 Epoch 34 Batch 163/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9606, Loss: 0.0369 Epoch 34 Batch 164/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9531, Loss: 0.0271 Epoch 34 Batch 165/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9531, Loss: 0.0365 Epoch 34 Batch 166/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0273 Epoch 34 Batch 167/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9506, Loss: 0.0202 Epoch 34 Batch 168/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9457, Loss: 0.0359 Epoch 34 Batch 169/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9425, Loss: 0.0213 Epoch 34 Batch 170/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9325, Loss: 0.0318 Epoch 34 Batch 171/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9368, Loss: 0.0265 Epoch 34 Batch 172/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9421, Loss: 0.0226 Epoch 34 Batch 173/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9521, Loss: 0.0249 Epoch 34 Batch 174/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9492, Loss: 0.0177 Epoch 34 Batch 175/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9382, Loss: 0.0327 Epoch 34 Batch 176/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9524, Loss: 0.0351 Epoch 34 Batch 177/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9485, Loss: 0.0273 Epoch 34 Batch 178/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9418, Loss: 0.0250 Epoch 34 Batch 179/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9407, Loss: 0.0281 Epoch 34 Batch 180/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9425, Loss: 0.0231 Epoch 34 Batch 181/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9425, Loss: 0.0312 Epoch 34 Batch 182/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9450, Loss: 0.0354 Epoch 34 Batch 183/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9450, Loss: 0.0272 Epoch 34 Batch 184/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9496, Loss: 0.0299 Epoch 34 Batch 185/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9503, Loss: 0.0268 Epoch 34 Batch 186/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9503, Loss: 0.0282 Epoch 34 Batch 187/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9503, Loss: 0.0203 Epoch 34 Batch 188/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9453, Loss: 0.0292 Epoch 34 Batch 189/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0236 Epoch 34 Batch 190/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9435, Loss: 0.0205 Epoch 34 Batch 191/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9432, Loss: 0.0202 Epoch 34 Batch 192/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9428, Loss: 0.0287 Epoch 34 Batch 193/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9389, Loss: 0.0247 Epoch 34 Batch 194/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9414, Loss: 0.0172 Epoch 34 Batch 195/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9478, Loss: 0.0199 Epoch 34 Batch 196/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9478, Loss: 0.0188 Epoch 34 Batch 197/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9482, Loss: 0.0263 Epoch 34 Batch 198/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9499, Loss: 0.0295 Epoch 34 Batch 199/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0233 Epoch 34 Batch 200/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9499, Loss: 0.0255 Epoch 34 Batch 201/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9450, Loss: 0.0198 Epoch 34 Batch 202/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9450, Loss: 0.0220 Epoch 34 Batch 203/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0270 Epoch 34 Batch 204/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9489, Loss: 0.0407 Epoch 34 Batch 205/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9489, Loss: 0.0319 Epoch 34 Batch 206/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9489, Loss: 0.0179 Epoch 34 Batch 207/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9496, Loss: 0.0233 Epoch 34 Batch 208/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9446, Loss: 0.0269 Epoch 34 Batch 209/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9492, Loss: 0.0217 Epoch 34 Batch 210/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9460, Loss: 0.0220 Epoch 34 Batch 211/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9485, Loss: 0.0224 Epoch 34 Batch 212/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9485, Loss: 0.0221 Epoch 34 Batch 213/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9492, Loss: 0.0229 Epoch 34 Batch 214/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9464, Loss: 0.0214 Epoch 34 Batch 215/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9464, Loss: 0.0286 Epoch 34 Batch 216/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0221 Epoch 34 Batch 217/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0176 Epoch 34 Batch 218/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9492, Loss: 0.0281 Epoch 34 Batch 219/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9432, Loss: 0.0154 Epoch 34 Batch 220/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9453, Loss: 0.0275 Epoch 34 Batch 221/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9453, Loss: 0.0248 Epoch 34 Batch 222/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9489, Loss: 0.0229 Epoch 34 Batch 223/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9489, Loss: 0.0251 Epoch 34 Batch 224/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9538, Loss: 0.0279 Epoch 34 Batch 225/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9538, Loss: 0.0339 Epoch 34 Batch 226/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0224 Epoch 34 Batch 227/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9482, Loss: 0.0277 Epoch 34 Batch 228/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0190 Epoch 34 Batch 229/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9506, Loss: 0.0235 Epoch 34 Batch 230/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0233 Epoch 34 Batch 231/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9560, Loss: 0.0321 Epoch 34 Batch 232/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9492, Loss: 0.0250 Epoch 34 Batch 233/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9414, Loss: 0.0300 Epoch 34 Batch 234/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9411, Loss: 0.0247 Epoch 34 Batch 235/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9453, Loss: 0.0267 Epoch 34 Batch 236/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9482, Loss: 0.0251 Epoch 34 Batch 237/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9474, Loss: 0.0231 Epoch 34 Batch 238/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0225 Epoch 34 Batch 239/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9439, Loss: 0.0198 Epoch 34 Batch 240/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9393, Loss: 0.0230 Epoch 34 Batch 241/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9382, Loss: 0.0193 Epoch 34 Batch 242/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9382, Loss: 0.0228 Epoch 34 Batch 243/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9432, Loss: 0.0287 Epoch 34 Batch 244/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9467, Loss: 0.0225 Epoch 34 Batch 245/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9446, Loss: 0.0254 Epoch 34 Batch 246/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9382, Loss: 0.0260 Epoch 34 Batch 247/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9332, Loss: 0.0237 Epoch 34 Batch 248/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9343, Loss: 0.0236 Epoch 34 Batch 249/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9403, Loss: 0.0208 Epoch 34 Batch 250/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9446, Loss: 0.0262 Epoch 34 Batch 251/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9446, Loss: 0.0296 Epoch 34 Batch 252/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9467, Loss: 0.0297 Epoch 34 Batch 253/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9439, Loss: 0.0263 Epoch 34 Batch 254/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0312 Epoch 34 Batch 255/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9517, Loss: 0.0210 Epoch 34 Batch 256/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9517, Loss: 0.0448 Epoch 34 Batch 257/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9549, Loss: 0.0241 Epoch 34 Batch 258/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9567, Loss: 0.0242 Epoch 34 Batch 259/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9567, Loss: 0.0194 Epoch 34 Batch 260/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9609, Loss: 0.0191 Epoch 34 Batch 261/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9556, Loss: 0.0219 Epoch 34 Batch 262/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9556, Loss: 0.0217 Epoch 34 Batch 263/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9517, Loss: 0.0193 Epoch 34 Batch 264/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9524, Loss: 0.0214 Epoch 34 Batch 265/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9474, Loss: 0.0219 Epoch 34 Batch 266/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9474, Loss: 0.0285 Epoch 34 Batch 267/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9471, Loss: 0.0183 Epoch 34 Batch 268/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9567, Loss: 0.0311 Epoch 34 Batch 269/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9567, Loss: 0.0312 Epoch 34 Batch 270/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9464, Loss: 0.0326 Epoch 34 Batch 271/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9460, Loss: 0.0246 Epoch 34 Batch 272/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9446, Loss: 0.0506 Epoch 34 Batch 273/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9446, Loss: 0.0223 Epoch 34 Batch 274/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9435, Loss: 0.0275 Epoch 34 Batch 275/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9435, Loss: 0.0242 Epoch 34 Batch 276/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9297, Loss: 0.0355 Epoch 34 Batch 277/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9339, Loss: 0.0190 Epoch 34 Batch 278/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9350, Loss: 0.0302 Epoch 34 Batch 279/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9393, Loss: 0.0254 Epoch 34 Batch 280/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9503, Loss: 0.0294 Epoch 34 Batch 281/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9453, Loss: 0.0287 Epoch 34 Batch 282/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9496, Loss: 0.0299 Epoch 34 Batch 283/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9496, Loss: 0.0246 Epoch 34 Batch 284/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9453, Loss: 0.0273 Epoch 34 Batch 285/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9453, Loss: 0.0258 Epoch 34 Batch 286/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9453, Loss: 0.0209 Epoch 34 Batch 287/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9503, Loss: 0.0303 Epoch 34 Batch 288/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9496, Loss: 0.0291 Epoch 34 Batch 289/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0218 Epoch 34 Batch 290/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9478, Loss: 0.0400 Epoch 34 Batch 291/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9396, Loss: 0.0393 Epoch 34 Batch 292/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9400, Loss: 0.0225 Epoch 34 Batch 293/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9400, Loss: 0.0233 Epoch 34 Batch 294/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9386, Loss: 0.0255 Epoch 34 Batch 295/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0277 Epoch 34 Batch 296/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9361, Loss: 0.0247 Epoch 34 Batch 297/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9503, Loss: 0.0299 Epoch 34 Batch 298/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9453, Loss: 0.0342 Epoch 34 Batch 299/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9478, Loss: 0.0290 Epoch 34 Batch 300/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9474, Loss: 0.0208 Epoch 34 Batch 301/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0258 Epoch 34 Batch 302/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9524, Loss: 0.0229 Epoch 34 Batch 303/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9506, Loss: 0.0283 Epoch 34 Batch 304/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9506, Loss: 0.0291 Epoch 34 Batch 305/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9457, Loss: 0.0211 Epoch 34 Batch 306/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9474, Loss: 0.0375 Epoch 34 Batch 307/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9453, Loss: 0.0235 Epoch 34 Batch 308/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9453, Loss: 0.0306 Epoch 34 Batch 309/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9411, Loss: 0.0217 Epoch 34 Batch 310/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9442, Loss: 0.0241 Epoch 34 Batch 311/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9403, Loss: 0.0223 Epoch 34 Batch 312/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9354, Loss: 0.0332 Epoch 34 Batch 313/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9382, Loss: 0.0205 Epoch 34 Batch 314/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9329, Loss: 0.0332 Epoch 34 Batch 315/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9393, Loss: 0.0215 Epoch 34 Batch 316/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9393, Loss: 0.0260 Epoch 34 Batch 317/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9396, Loss: 0.0271 Epoch 34 Batch 318/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0205 Epoch 34 Batch 319/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9510, Loss: 0.0321 Epoch 34 Batch 320/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9492, Loss: 0.0381 Epoch 34 Batch 321/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9489, Loss: 0.0226 Epoch 34 Batch 322/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9414, Loss: 0.0255 Epoch 34 Batch 323/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9414, Loss: 0.0263 Epoch 34 Batch 324/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9418, Loss: 0.0218 Epoch 34 Batch 325/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9442, Loss: 0.0260 Epoch 34 Batch 326/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9411, Loss: 0.0247 Epoch 34 Batch 327/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9414, Loss: 0.0333 Epoch 34 Batch 328/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0314 Epoch 34 Batch 329/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9446, Loss: 0.0260 Epoch 34 Batch 330/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9474, Loss: 0.0303 Epoch 34 Batch 331/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9428, Loss: 0.0280 Epoch 34 Batch 332/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9300, Loss: 0.0197 Epoch 34 Batch 333/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9300, Loss: 0.0208 Epoch 34 Batch 334/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9300, Loss: 0.0250 Epoch 34 Batch 335/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9329, Loss: 0.0268 Epoch 34 Batch 336/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9350, Loss: 0.0640 Epoch 34 Batch 337/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9371, Loss: 0.0256 Epoch 34 Batch 338/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9425, Loss: 0.0343 Epoch 34 Batch 339/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9464, Loss: 0.0194 Epoch 34 Batch 340/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9482, Loss: 0.0239 Epoch 34 Batch 341/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9435, Loss: 0.0314 Epoch 34 Batch 342/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9435, Loss: 0.0226 Epoch 34 Batch 343/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9414, Loss: 0.0324 Epoch 34 Batch 344/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9354, Loss: 0.0317 Epoch 34 Batch 345/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9386, Loss: 0.0219 Epoch 34 Batch 346/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9425, Loss: 0.0290 Epoch 34 Batch 347/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9442, Loss: 0.0226 Epoch 34 Batch 348/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9400, Loss: 0.0284 Epoch 34 Batch 349/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9400, Loss: 0.0224 Epoch 34 Batch 350/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9354, Loss: 0.0236 Epoch 34 Batch 351/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9386, Loss: 0.0301 Epoch 34 Batch 352/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9389, Loss: 0.0225 Epoch 34 Batch 353/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0298 Epoch 34 Batch 354/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9347, Loss: 0.0276 Epoch 34 Batch 355/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9343, Loss: 0.0247 Epoch 34 Batch 356/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9389, Loss: 0.0272 Epoch 34 Batch 357/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9393, Loss: 0.0235 Epoch 34 Batch 358/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9350, Loss: 0.0294 Epoch 34 Batch 359/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9371, Loss: 0.0260 Epoch 34 Batch 360/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9393, Loss: 0.0240 Epoch 34 Batch 361/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9332, Loss: 0.0191 Epoch 34 Batch 362/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9329, Loss: 0.0331 Epoch 34 Batch 363/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9300, Loss: 0.0263 Epoch 34 Batch 364/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9375, Loss: 0.0385 Epoch 34 Batch 365/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9336, Loss: 0.0189 Epoch 34 Batch 366/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9315, Loss: 0.0201 Epoch 34 Batch 367/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9286, Loss: 0.0186 Epoch 34 Batch 368/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9354, Loss: 0.0275 Epoch 34 Batch 369/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9304, Loss: 0.0255 Epoch 34 Batch 370/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9332, Loss: 0.0281 Epoch 34 Batch 371/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9347, Loss: 0.0199 Epoch 34 Batch 372/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9375, Loss: 0.0206 Epoch 34 Batch 373/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9403, Loss: 0.0194 Epoch 34 Batch 374/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9400, Loss: 0.0275 Epoch 34 Batch 375/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9336, Loss: 0.0202 Epoch 34 Batch 376/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9283, Loss: 0.0317 Epoch 34 Batch 377/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9332, Loss: 0.0213 Epoch 34 Batch 378/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9339, Loss: 0.0182 Epoch 34 Batch 379/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9407, Loss: 0.0354 Epoch 34 Batch 380/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9407, Loss: 0.0221 Epoch 34 Batch 381/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9403, Loss: 0.0301 Epoch 34 Batch 382/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9403, Loss: 0.0358 Epoch 34 Batch 383/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9354, Loss: 0.0229 Epoch 34 Batch 384/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9354, Loss: 0.0171 Epoch 34 Batch 385/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9308, Loss: 0.0189 Epoch 34 Batch 386/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9311, Loss: 0.0226 Epoch 34 Batch 387/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9329, Loss: 0.0234 Epoch 34 Batch 388/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9336, Loss: 0.0345 Epoch 34 Batch 389/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9432, Loss: 0.0304 Epoch 34 Batch 390/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9428, Loss: 0.0379 Epoch 34 Batch 391/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9432, Loss: 0.0279 Epoch 34 Batch 392/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9428, Loss: 0.0347 Epoch 34 Batch 393/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9478, Loss: 0.0239 Epoch 34 Batch 394/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9464, Loss: 0.0239 Epoch 34 Batch 395/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9414, Loss: 0.0220 Epoch 34 Batch 396/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0290 Epoch 34 Batch 397/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9467, Loss: 0.0265 Epoch 34 Batch 398/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9368, Loss: 0.0238 Epoch 34 Batch 399/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9315, Loss: 0.0238 Epoch 34 Batch 400/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9368, Loss: 0.0285 Epoch 34 Batch 401/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9368, Loss: 0.0214 Epoch 34 Batch 402/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9382, Loss: 0.0237 Epoch 34 Batch 403/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9336, Loss: 0.0373 Epoch 34 Batch 404/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9325, Loss: 0.0290 Epoch 34 Batch 405/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9425, Loss: 0.0322 Epoch 34 Batch 406/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9428, Loss: 0.0216 Epoch 34 Batch 407/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9432, Loss: 0.0287 Epoch 34 Batch 408/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9389, Loss: 0.0300 Epoch 34 Batch 409/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9386, Loss: 0.0290 Epoch 34 Batch 410/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9379, Loss: 0.0405 Epoch 34 Batch 411/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9325, Loss: 0.0308 Epoch 34 Batch 412/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9290, Loss: 0.0227 Epoch 34 Batch 413/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9354, Loss: 0.0220 Epoch 34 Batch 414/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9357, Loss: 0.0243 Epoch 34 Batch 415/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9290, Loss: 0.0324 Epoch 34 Batch 416/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9297, Loss: 0.0200 Epoch 34 Batch 417/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9329, Loss: 0.0363 Epoch 34 Batch 418/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9379, Loss: 0.0188 Epoch 34 Batch 419/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9386, Loss: 0.0207 Epoch 34 Batch 420/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9354, Loss: 0.0212 Epoch 34 Batch 421/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9332, Loss: 0.0363 Epoch 34 Batch 422/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9386, Loss: 0.0286 Epoch 34 Batch 423/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9442, Loss: 0.0267 Epoch 34 Batch 424/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9393, Loss: 0.0238 Epoch 34 Batch 425/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9396, Loss: 0.0211 Epoch 34 Batch 426/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9442, Loss: 0.0302 Epoch 34 Batch 427/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9396, Loss: 0.0237 Epoch 34 Batch 428/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9389, Loss: 0.0255 Epoch 34 Batch 429/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9382, Loss: 0.0261 Epoch 34 Batch 430/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9350, Loss: 0.0183 Epoch 34 Batch 431/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9315, Loss: 0.0195 Epoch 34 Batch 432/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9318, Loss: 0.0231 Epoch 34 Batch 433/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9315, Loss: 0.0265 Epoch 34 Batch 434/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9386, Loss: 0.0249 Epoch 34 Batch 435/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9343, Loss: 0.0325 Epoch 34 Batch 436/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9293, Loss: 0.0285 Epoch 34 Batch 437/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9318, Loss: 0.0198 Epoch 34 Batch 438/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9297, Loss: 0.0229 Epoch 34 Batch 439/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9300, Loss: 0.0282 Epoch 34 Batch 440/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9304, Loss: 0.0280 Epoch 34 Batch 441/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9357, Loss: 0.0233 Epoch 34 Batch 442/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9350, Loss: 0.0314 Epoch 34 Batch 443/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9268, Loss: 0.0266 Epoch 34 Batch 444/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9272, Loss: 0.0271 Epoch 34 Batch 445/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9272, Loss: 0.0285 Epoch 34 Batch 446/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9251, Loss: 0.0212 Epoch 34 Batch 447/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9244, Loss: 0.0248 Epoch 34 Batch 448/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9258, Loss: 0.0249 Epoch 34 Batch 449/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9233, Loss: 0.0334 Epoch 34 Batch 450/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9361, Loss: 0.0309 Epoch 34 Batch 451/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9371, Loss: 0.0242 Epoch 34 Batch 452/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9371, Loss: 0.0213 Epoch 34 Batch 453/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9393, Loss: 0.0237 Epoch 34 Batch 454/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9393, Loss: 0.0398 Epoch 34 Batch 455/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9393, Loss: 0.0275 Epoch 34 Batch 456/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9414, Loss: 0.0350 Epoch 34 Batch 457/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9435, Loss: 0.0196 Epoch 34 Batch 458/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9393, Loss: 0.0300 Epoch 34 Batch 459/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9375, Loss: 0.0247 Epoch 34 Batch 460/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9421, Loss: 0.0277 Epoch 34 Batch 461/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9371, Loss: 0.0218 Epoch 34 Batch 462/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9339, Loss: 0.0258 Epoch 34 Batch 463/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9336, Loss: 0.0268 Epoch 34 Batch 464/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9279, Loss: 0.0278 Epoch 34 Batch 465/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9276, Loss: 0.0355 Epoch 34 Batch 466/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9276, Loss: 0.0253 Epoch 34 Batch 467/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9279, Loss: 0.0313 Epoch 34 Batch 468/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9279, Loss: 0.0248 Epoch 34 Batch 469/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9329, Loss: 0.0195 Epoch 34 Batch 470/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9290, Loss: 0.0265 Epoch 34 Batch 471/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9318, Loss: 0.0177 Epoch 34 Batch 472/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9364, Loss: 0.0242 Epoch 34 Batch 473/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9361, Loss: 0.0236 Epoch 34 Batch 474/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9311, Loss: 0.0233 Epoch 34 Batch 475/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9311, Loss: 0.0286 Epoch 34 Batch 476/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9332, Loss: 0.0194 Epoch 34 Batch 477/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9332, Loss: 0.0270 Epoch 34 Batch 478/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9329, Loss: 0.0272 Epoch 34 Batch 479/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9329, Loss: 0.0276 Epoch 34 Batch 480/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9379, Loss: 0.0235 Epoch 34 Batch 481/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9453, Loss: 0.0236 Epoch 34 Batch 482/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9457, Loss: 0.0243 Epoch 34 Batch 483/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9457, Loss: 0.0367 Epoch 34 Batch 484/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9297, Loss: 0.0280 Epoch 34 Batch 485/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9293, Loss: 0.0267 Epoch 34 Batch 486/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9343, Loss: 0.0208 Epoch 34 Batch 487/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9322, Loss: 0.0188 Epoch 34 Batch 488/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9322, Loss: 0.0192 Epoch 34 Batch 489/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9325, Loss: 0.0238 Epoch 34 Batch 490/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9315, Loss: 0.0296 Epoch 34 Batch 491/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9265, Loss: 0.0331 Epoch 34 Batch 492/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9315, Loss: 0.0273 Epoch 34 Batch 493/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9286, Loss: 0.0210 Epoch 34 Batch 494/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9329, Loss: 0.0235 Epoch 34 Batch 495/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9329, Loss: 0.0247 Epoch 34 Batch 496/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9379, Loss: 0.0248 Epoch 34 Batch 497/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9439, Loss: 0.0259 Epoch 34 Batch 498/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9393, Loss: 0.0292 Epoch 34 Batch 499/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9393, Loss: 0.0247 Epoch 34 Batch 500/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9432, Loss: 0.0209 Epoch 34 Batch 501/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9414, Loss: 0.0226 Epoch 34 Batch 502/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9464, Loss: 0.0312 Epoch 34 Batch 503/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9464, Loss: 0.0203 Epoch 34 Batch 504/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9460, Loss: 0.0215 Epoch 34 Batch 505/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0152 Epoch 34 Batch 506/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9457, Loss: 0.0326 Epoch 34 Batch 507/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9450, Loss: 0.0290 Epoch 34 Batch 508/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9474, Loss: 0.0223 Epoch 34 Batch 509/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9474, Loss: 0.0308 Epoch 34 Batch 510/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0239 Epoch 34 Batch 511/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9567, Loss: 0.0235 Epoch 34 Batch 512/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9531, Loss: 0.0184 Epoch 34 Batch 513/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9442, Loss: 0.0265 Epoch 34 Batch 514/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9432, Loss: 0.0234 Epoch 34 Batch 515/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9485, Loss: 0.0219 Epoch 34 Batch 516/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9489, Loss: 0.0242 Epoch 34 Batch 517/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9489, Loss: 0.0308 Epoch 34 Batch 518/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9446, Loss: 0.0218 Epoch 34 Batch 519/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9386, Loss: 0.0317 Epoch 34 Batch 520/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9400, Loss: 0.0201 Epoch 34 Batch 521/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9386, Loss: 0.0263 Epoch 34 Batch 522/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9343, Loss: 0.0306 Epoch 34 Batch 523/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9439, Loss: 0.0268 Epoch 34 Batch 524/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9467, Loss: 0.0273 Epoch 34 Batch 525/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9460, Loss: 0.0256 Epoch 34 Batch 526/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9457, Loss: 0.0239 Epoch 34 Batch 527/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9506, Loss: 0.0292 Epoch 34 Batch 528/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9602, Loss: 0.0289 Epoch 34 Batch 529/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9599, Loss: 0.0280 Epoch 34 Batch 530/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9599, Loss: 0.0302 Epoch 34 Batch 531/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0260 Epoch 34 Batch 532/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9549, Loss: 0.0397 Epoch 34 Batch 533/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0204 Epoch 34 Batch 534/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9482, Loss: 0.0340 Epoch 34 Batch 535/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9510, Loss: 0.0264 Epoch 34 Batch 536/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9506, Loss: 0.0279 Epoch 34 Batch 537/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9482, Loss: 0.0221 Epoch 34 Batch 538/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9446, Loss: 0.0221 Epoch 34 Batch 539/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9563, Loss: 0.0328 Epoch 34 Batch 540/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9553, Loss: 0.0187 Epoch 34 Batch 541/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9560, Loss: 0.0236 Epoch 34 Batch 542/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9485, Loss: 0.0255 Epoch 34 Batch 543/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9446, Loss: 0.0194 Epoch 34 Batch 544/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9450, Loss: 0.0137 Epoch 34 Batch 545/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9450, Loss: 0.0230 Epoch 34 Batch 546/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9542, Loss: 0.0280 Epoch 34 Batch 547/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0258 Epoch 34 Batch 548/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9389, Loss: 0.0323 Epoch 34 Batch 549/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9290, Loss: 0.0291 Epoch 34 Batch 550/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9304, Loss: 0.0248 Epoch 34 Batch 551/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9315, Loss: 0.0308 Epoch 34 Batch 552/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9386, Loss: 0.0312 Epoch 34 Batch 553/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9414, Loss: 0.0343 Epoch 34 Batch 554/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9425, Loss: 0.0226 Epoch 34 Batch 555/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9467, Loss: 0.0228 Epoch 34 Batch 556/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9467, Loss: 0.0195 Epoch 34 Batch 557/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9418, Loss: 0.0233 Epoch 34 Batch 558/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9418, Loss: 0.0196 Epoch 34 Batch 559/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9421, Loss: 0.0267 Epoch 34 Batch 560/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9421, Loss: 0.0281 Epoch 34 Batch 561/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9418, Loss: 0.0217 Epoch 34 Batch 562/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9389, Loss: 0.0241 Epoch 34 Batch 563/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9382, Loss: 0.0276 Epoch 34 Batch 564/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9332, Loss: 0.0328 Epoch 34 Batch 565/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9379, Loss: 0.0380 Epoch 34 Batch 566/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9425, Loss: 0.0274 Epoch 34 Batch 567/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9428, Loss: 0.0287 Epoch 34 Batch 568/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9453, Loss: 0.0206 Epoch 34 Batch 569/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9453, Loss: 0.0287 Epoch 34 Batch 570/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9460, Loss: 0.0357 Epoch 34 Batch 571/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9432, Loss: 0.0229 Epoch 34 Batch 572/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0244 Epoch 34 Batch 573/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9510, Loss: 0.0422 Epoch 34 Batch 574/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9513, Loss: 0.0316 Epoch 34 Batch 575/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9556, Loss: 0.0197 Epoch 34 Batch 576/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9556, Loss: 0.0238 Epoch 34 Batch 577/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9464, Loss: 0.0247 Epoch 34 Batch 578/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9467, Loss: 0.0224 Epoch 34 Batch 579/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0235 Epoch 34 Batch 580/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9439, Loss: 0.0190 Epoch 34 Batch 581/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9489, Loss: 0.0197 Epoch 34 Batch 582/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9506, Loss: 0.0227 Epoch 34 Batch 583/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9620, Loss: 0.0340 Epoch 34 Batch 584/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0325 Epoch 34 Batch 585/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0154 Epoch 34 Batch 586/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0194 Epoch 34 Batch 587/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9577, Loss: 0.0270 Epoch 34 Batch 588/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9577, Loss: 0.0233 Epoch 34 Batch 589/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9538, Loss: 0.0249 Epoch 34 Batch 590/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9535, Loss: 0.0320 Epoch 34 Batch 591/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9535, Loss: 0.0271 Epoch 34 Batch 592/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9531, Loss: 0.0271 Epoch 34 Batch 593/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9513, Loss: 0.0430 Epoch 34 Batch 594/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9535, Loss: 0.0344 Epoch 34 Batch 595/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0273 Epoch 34 Batch 596/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0284 Epoch 34 Batch 597/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9528, Loss: 0.0256 Epoch 34 Batch 598/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9478, Loss: 0.0290 Epoch 34 Batch 599/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9492, Loss: 0.0522 Epoch 34 Batch 600/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9467, Loss: 0.0278 Epoch 34 Batch 601/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9442, Loss: 0.0296 Epoch 34 Batch 602/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9471, Loss: 0.0368 Epoch 34 Batch 603/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0312 Epoch 34 Batch 604/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9545, Loss: 0.0433 Epoch 34 Batch 605/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9535, Loss: 0.0357 Epoch 34 Batch 606/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9535, Loss: 0.0203 Epoch 34 Batch 607/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9535, Loss: 0.0352 Epoch 34 Batch 608/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9538, Loss: 0.0350 Epoch 34 Batch 609/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9517, Loss: 0.0332 Epoch 34 Batch 610/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9467, Loss: 0.0352 Epoch 34 Batch 611/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9467, Loss: 0.0324 Epoch 34 Batch 612/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9482, Loss: 0.0222 Epoch 34 Batch 613/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9432, Loss: 0.0302 Epoch 34 Batch 614/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9428, Loss: 0.0288 Epoch 34 Batch 615/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9428, Loss: 0.0197 Epoch 34 Batch 616/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9499, Loss: 0.0283 Epoch 34 Batch 617/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9471, Loss: 0.0224 Epoch 34 Batch 618/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9407, Loss: 0.0270 Epoch 34 Batch 619/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9489, Loss: 0.0245 Epoch 34 Batch 620/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9542, Loss: 0.0258 Epoch 34 Batch 621/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0308 Epoch 34 Batch 622/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0341 Epoch 34 Batch 623/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9570, Loss: 0.0350 Epoch 34 Batch 624/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9521, Loss: 0.0311 Epoch 34 Batch 625/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9435, Loss: 0.0229 Epoch 34 Batch 626/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9411, Loss: 0.0235 Epoch 34 Batch 627/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9411, Loss: 0.0244 Epoch 34 Batch 628/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9432, Loss: 0.0293 Epoch 34 Batch 629/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9435, Loss: 0.0282 Epoch 34 Batch 630/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9435, Loss: 0.0262 Epoch 34 Batch 631/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9389, Loss: 0.0329 Epoch 34 Batch 632/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0243 Epoch 34 Batch 633/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9506, Loss: 0.0253 Epoch 34 Batch 634/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9510, Loss: 0.0180 Epoch 34 Batch 635/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9538, Loss: 0.0309 Epoch 34 Batch 636/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9560, Loss: 0.0288 Epoch 34 Batch 637/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9556, Loss: 0.0260 Epoch 34 Batch 638/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9577, Loss: 0.0229 Epoch 34 Batch 639/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0297 Epoch 34 Batch 640/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0228 Epoch 34 Batch 641/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9549, Loss: 0.0246 Epoch 34 Batch 642/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9549, Loss: 0.0225 Epoch 34 Batch 643/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9499, Loss: 0.0208 Epoch 34 Batch 644/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9442, Loss: 0.0237 Epoch 34 Batch 645/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9442, Loss: 0.0279 Epoch 34 Batch 646/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9442, Loss: 0.0228 Epoch 34 Batch 647/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9379, Loss: 0.0258 Epoch 34 Batch 648/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9400, Loss: 0.0200 Epoch 34 Batch 649/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9407, Loss: 0.0268 Epoch 34 Batch 650/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9450, Loss: 0.0241 Epoch 34 Batch 651/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9485, Loss: 0.0225 Epoch 34 Batch 652/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9485, Loss: 0.0253 Epoch 34 Batch 653/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9485, Loss: 0.0307 Epoch 34 Batch 654/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0281 Epoch 34 Batch 655/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9464, Loss: 0.0321 Epoch 34 Batch 656/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9467, Loss: 0.0309 Epoch 34 Batch 657/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9517, Loss: 0.0291 Epoch 34 Batch 658/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9517, Loss: 0.0183 Epoch 34 Batch 659/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9425, Loss: 0.0245 Epoch 34 Batch 660/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9457, Loss: 0.0224 Epoch 34 Batch 661/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9407, Loss: 0.0254 Epoch 34 Batch 662/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9460, Loss: 0.0253 Epoch 34 Batch 663/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0189 Epoch 34 Batch 664/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0280 Epoch 34 Batch 665/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9425, Loss: 0.0210 Epoch 34 Batch 666/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9226, Loss: 0.0294 Epoch 34 Batch 667/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9336, Loss: 0.0287 Epoch 34 Batch 668/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9386, Loss: 0.0231 Epoch 34 Batch 669/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9389, Loss: 0.0201 Epoch 34 Batch 670/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9439, Loss: 0.0209 Epoch 34 Batch 671/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9528, Loss: 0.0248 Epoch 34 Batch 672/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9467, Loss: 0.0216 Epoch 34 Batch 673/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9421, Loss: 0.0270 Epoch 34 Batch 674/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9506, Loss: 0.0240 Epoch 34 Batch 675/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9411, Loss: 0.0290 Epoch 34 Batch 676/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9457, Loss: 0.0232 Epoch 34 Batch 677/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9414, Loss: 0.0306 Epoch 34 Batch 678/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9368, Loss: 0.0177 Epoch 34 Batch 679/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9414, Loss: 0.0202 Epoch 34 Batch 680/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9364, Loss: 0.0321 Epoch 34 Batch 681/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9364, Loss: 0.0215 Epoch 34 Batch 682/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9368, Loss: 0.0245 Epoch 34 Batch 683/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9364, Loss: 0.0215 Epoch 34 Batch 684/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9364, Loss: 0.0235 Epoch 34 Batch 685/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9364, Loss: 0.0345 Epoch 34 Batch 686/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9364, Loss: 0.0217 Epoch 34 Batch 687/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9364, Loss: 0.0228 Epoch 34 Batch 688/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9506, Loss: 0.0220 Epoch 34 Batch 689/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9506, Loss: 0.0137 Epoch 34 Batch 690/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9506, Loss: 0.0243 Epoch 34 Batch 691/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9467, Loss: 0.0234 Epoch 34 Batch 692/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0238 Epoch 34 Batch 693/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9513, Loss: 0.0389 Epoch 34 Batch 694/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9535, Loss: 0.0310 Epoch 34 Batch 695/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0249 Epoch 34 Batch 696/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9460, Loss: 0.0229 Epoch 34 Batch 697/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9453, Loss: 0.0231 Epoch 34 Batch 698/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9549, Loss: 0.0285 Epoch 34 Batch 699/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9574, Loss: 0.0219 Epoch 34 Batch 700/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9577, Loss: 0.0220 Epoch 34 Batch 701/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0244 Epoch 34 Batch 702/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9570, Loss: 0.0334 Epoch 34 Batch 703/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0258 Epoch 34 Batch 704/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9521, Loss: 0.0357 Epoch 34 Batch 705/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9570, Loss: 0.0318 Epoch 34 Batch 706/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9570, Loss: 0.0497 Epoch 34 Batch 707/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9545, Loss: 0.0323 Epoch 34 Batch 708/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9482, Loss: 0.0247 Epoch 34 Batch 709/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9482, Loss: 0.0297 Epoch 34 Batch 710/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9439, Loss: 0.0185 Epoch 34 Batch 711/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9435, Loss: 0.0284 Epoch 34 Batch 712/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9411, Loss: 0.0211 Epoch 34 Batch 713/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9403, Loss: 0.0217 Epoch 34 Batch 714/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9400, Loss: 0.0241 Epoch 34 Batch 715/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9382, Loss: 0.0269 Epoch 34 Batch 716/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9332, Loss: 0.0210 Epoch 34 Batch 717/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9297, Loss: 0.0175 Epoch 34 Batch 718/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9290, Loss: 0.0253 Epoch 34 Batch 719/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9357, Loss: 0.0275 Epoch 34 Batch 720/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9407, Loss: 0.0287 Epoch 34 Batch 721/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9453, Loss: 0.0257 Epoch 34 Batch 722/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9453, Loss: 0.0229 Epoch 34 Batch 723/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9435, Loss: 0.0279 Epoch 34 Batch 724/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9403, Loss: 0.0278 Epoch 34 Batch 725/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9411, Loss: 0.0211 Epoch 34 Batch 726/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9393, Loss: 0.0266 Epoch 34 Batch 727/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9428, Loss: 0.0227 Epoch 34 Batch 728/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9421, Loss: 0.0314 Epoch 34 Batch 729/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9393, Loss: 0.0317 Epoch 34 Batch 730/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0331 Epoch 34 Batch 731/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9478, Loss: 0.0285 Epoch 34 Batch 732/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9513, Loss: 0.0278 Epoch 34 Batch 733/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9513, Loss: 0.0272 Epoch 34 Batch 734/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9499, Loss: 0.0229 Epoch 34 Batch 735/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0184 Epoch 34 Batch 736/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9517, Loss: 0.0238 Epoch 34 Batch 737/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9517, Loss: 0.0231 Epoch 34 Batch 738/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9528, Loss: 0.0178 Epoch 34 Batch 739/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0253 Epoch 34 Batch 740/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0216 Epoch 34 Batch 741/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0311 Epoch 34 Batch 742/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0225 Epoch 34 Batch 743/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9450, Loss: 0.0261 Epoch 34 Batch 744/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9400, Loss: 0.0262 Epoch 34 Batch 745/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9403, Loss: 0.0295 Epoch 34 Batch 746/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9403, Loss: 0.0271 Epoch 34 Batch 747/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9496, Loss: 0.0188 Epoch 34 Batch 748/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9499, Loss: 0.0220 Epoch 34 Batch 749/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0211 Epoch 34 Batch 750/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9592, Loss: 0.0229 Epoch 34 Batch 751/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9588, Loss: 0.0260 Epoch 34 Batch 752/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9592, Loss: 0.0241 Epoch 34 Batch 753/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0265 Epoch 34 Batch 754/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9513, Loss: 0.0270 Epoch 34 Batch 755/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9446, Loss: 0.0327 Epoch 34 Batch 756/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9453, Loss: 0.0281 Epoch 34 Batch 757/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9521, Loss: 0.0263 Epoch 34 Batch 758/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0186 Epoch 34 Batch 759/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0255 Epoch 34 Batch 760/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0284 Epoch 34 Batch 761/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9524, Loss: 0.0290 Epoch 34 Batch 762/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0218 Epoch 34 Batch 763/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0301 Epoch 34 Batch 764/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9467, Loss: 0.0223 Epoch 34 Batch 765/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9467, Loss: 0.0318 Epoch 34 Batch 766/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9503, Loss: 0.0314 Epoch 34 Batch 767/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9549, Loss: 0.0270 Epoch 34 Batch 768/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0255 Epoch 34 Batch 769/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9499, Loss: 0.0279 Epoch 34 Batch 770/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0247 Epoch 34 Batch 771/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0233 Epoch 34 Batch 772/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0239 Epoch 34 Batch 773/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9616, Loss: 0.0225 Epoch 34 Batch 774/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9634, Loss: 0.0242 Epoch 34 Batch 775/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0228 Epoch 34 Batch 776/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9585, Loss: 0.0235 Epoch 34 Batch 777/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9613, Loss: 0.0208 Epoch 34 Batch 778/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9613, Loss: 0.0284 Epoch 34 Batch 779/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9613, Loss: 0.0222 Epoch 34 Batch 780/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9563, Loss: 0.0326 Epoch 34 Batch 781/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0179 Epoch 34 Batch 782/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9517, Loss: 0.0261 Epoch 34 Batch 783/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9517, Loss: 0.0297 Epoch 34 Batch 784/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9442, Loss: 0.0157 Epoch 34 Batch 785/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9442, Loss: 0.0191 Epoch 34 Batch 786/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9375, Loss: 0.0246 Epoch 34 Batch 787/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9396, Loss: 0.0220 Epoch 34 Batch 788/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9446, Loss: 0.0259 Epoch 34 Batch 789/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9446, Loss: 0.0300 Epoch 34 Batch 790/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9446, Loss: 0.0336 Epoch 34 Batch 791/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9446, Loss: 0.0263 Epoch 34 Batch 792/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9545, Loss: 0.0279 Epoch 34 Batch 793/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0270 Epoch 34 Batch 794/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9563, Loss: 0.0184 Epoch 34 Batch 795/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9563, Loss: 0.0312 Epoch 34 Batch 796/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0268 Epoch 34 Batch 797/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0276 Epoch 34 Batch 798/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0224 Epoch 34 Batch 799/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9517, Loss: 0.0385 Epoch 34 Batch 800/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0238 Epoch 34 Batch 801/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9524, Loss: 0.0246 Epoch 34 Batch 802/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9499, Loss: 0.0281 Epoch 34 Batch 803/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9478, Loss: 0.0238 Epoch 34 Batch 804/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9435, Loss: 0.0173 Epoch 34 Batch 805/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0257 Epoch 34 Batch 806/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9364, Loss: 0.0213 Epoch 34 Batch 807/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9364, Loss: 0.0192 Epoch 34 Batch 808/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9460, Loss: 0.0407 Epoch 34 Batch 809/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9418, Loss: 0.0409 Epoch 34 Batch 810/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9418, Loss: 0.0238 Epoch 34 Batch 811/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9460, Loss: 0.0267 Epoch 34 Batch 812/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9418, Loss: 0.0247 Epoch 34 Batch 813/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9471, Loss: 0.0268 Epoch 34 Batch 814/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0270 Epoch 34 Batch 815/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9506, Loss: 0.0333 Epoch 34 Batch 816/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0242 Epoch 34 Batch 817/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0282 Epoch 34 Batch 818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9496, Loss: 0.0268 Epoch 34 Batch 819/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9524, Loss: 0.0250 Epoch 34 Batch 820/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0251 Epoch 34 Batch 821/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9471, Loss: 0.0252 Epoch 34 Batch 822/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0213 Epoch 34 Batch 823/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9457, Loss: 0.0255 Epoch 34 Batch 824/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9460, Loss: 0.0278 Epoch 34 Batch 825/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9464, Loss: 0.0193 Epoch 34 Batch 826/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9499, Loss: 0.0239 Epoch 34 Batch 827/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9393, Loss: 0.0307 Epoch 34 Batch 828/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9446, Loss: 0.0215 Epoch 34 Batch 829/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0361 Epoch 34 Batch 830/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9354, Loss: 0.0312 Epoch 34 Batch 831/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9403, Loss: 0.0263 Epoch 34 Batch 832/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9482, Loss: 0.0213 Epoch 34 Batch 833/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9528, Loss: 0.0334 Epoch 34 Batch 834/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9478, Loss: 0.0254 Epoch 34 Batch 835/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9464, Loss: 0.0296 Epoch 34 Batch 836/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9411, Loss: 0.0230 Epoch 34 Batch 837/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9489, Loss: 0.0330 Epoch 34 Batch 838/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9542, Loss: 0.0253 Epoch 34 Batch 839/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0161 Epoch 34 Batch 840/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0256 Epoch 34 Batch 841/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9545, Loss: 0.0380 Epoch 34 Batch 842/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0205 Epoch 34 Batch 843/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9553, Loss: 0.0235 Epoch 34 Batch 844/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9595, Loss: 0.0230 Epoch 34 Batch 845/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9595, Loss: 0.0286 Epoch 34 Batch 846/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9517, Loss: 0.0373 Epoch 34 Batch 847/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9450, Loss: 0.0305 Epoch 34 Batch 848/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0231 Epoch 34 Batch 849/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0173 Epoch 34 Batch 850/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9624, Loss: 0.0402 Epoch 34 Batch 851/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0363 Epoch 34 Batch 852/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9556, Loss: 0.0399 Epoch 34 Batch 853/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9492, Loss: 0.0271 Epoch 34 Batch 854/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9492, Loss: 0.0282 Epoch 34 Batch 855/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9517, Loss: 0.0314 Epoch 34 Batch 856/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9361, Loss: 0.0274 Epoch 34 Batch 857/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9311, Loss: 0.0211 Epoch 34 Batch 858/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9407, Loss: 0.0209 Epoch 34 Batch 859/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9411, Loss: 0.0275 Epoch 34 Batch 860/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9368, Loss: 0.0265 Epoch 34 Batch 861/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9418, Loss: 0.0217 Epoch 34 Batch 862/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9450, Loss: 0.0315 Epoch 34 Batch 863/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0225 Epoch 34 Batch 864/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9464, Loss: 0.0247 Epoch 34 Batch 865/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9513, Loss: 0.0247 Epoch 34 Batch 866/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9460, Loss: 0.0301 Epoch 34 Batch 867/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9460, Loss: 0.0633 Epoch 34 Batch 868/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9442, Loss: 0.0268 Epoch 34 Batch 869/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9496, Loss: 0.0227 Epoch 34 Batch 870/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9492, Loss: 0.0216 Epoch 34 Batch 871/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9531, Loss: 0.0228 Epoch 34 Batch 872/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9531, Loss: 0.0261 Epoch 34 Batch 873/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9581, Loss: 0.0247 Epoch 34 Batch 874/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9528, Loss: 0.0289 Epoch 34 Batch 875/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9528, Loss: 0.0275 Epoch 34 Batch 876/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9506, Loss: 0.0200 Epoch 34 Batch 877/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9464, Loss: 0.0209 Epoch 34 Batch 878/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9464, Loss: 0.0221 Epoch 34 Batch 879/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9464, Loss: 0.0176 Epoch 34 Batch 880/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9467, Loss: 0.0276 Epoch 34 Batch 881/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9414, Loss: 0.0249 Epoch 34 Batch 882/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9414, Loss: 0.0218 Epoch 34 Batch 883/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9414, Loss: 0.0322 Epoch 34 Batch 884/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9460, Loss: 0.0298 Epoch 34 Batch 885/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9464, Loss: 0.0196 Epoch 34 Batch 886/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9464, Loss: 0.0229 Epoch 34 Batch 887/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9460, Loss: 0.0317 Epoch 34 Batch 888/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9510, Loss: 0.0273 Epoch 34 Batch 889/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0272 Epoch 34 Batch 890/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9464, Loss: 0.0249 Epoch 34 Batch 891/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9460, Loss: 0.0192 Epoch 34 Batch 892/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9464, Loss: 0.0227 Epoch 34 Batch 893/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9414, Loss: 0.0247 Epoch 34 Batch 894/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9396, Loss: 0.0219 Epoch 34 Batch 895/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9396, Loss: 0.0208 Epoch 34 Batch 896/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9339, Loss: 0.0257 Epoch 34 Batch 897/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9393, Loss: 0.0233 Epoch 34 Batch 898/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9439, Loss: 0.0239 Epoch 34 Batch 899/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0276 Epoch 34 Batch 900/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9439, Loss: 0.0318 Epoch 34 Batch 901/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9393, Loss: 0.0387 Epoch 34 Batch 902/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9474, Loss: 0.0293 Epoch 34 Batch 903/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9474, Loss: 0.0246 Epoch 34 Batch 904/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9528, Loss: 0.0255 Epoch 34 Batch 905/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9428, Loss: 0.0193 Epoch 34 Batch 906/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9407, Loss: 0.0209 Epoch 34 Batch 907/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9457, Loss: 0.0243 Epoch 34 Batch 908/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9510, Loss: 0.0265 Epoch 34 Batch 909/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9556, Loss: 0.0321 Epoch 34 Batch 910/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9606, Loss: 0.0276 Epoch 34 Batch 911/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9656, Loss: 0.0340 Epoch 34 Batch 912/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0263 Epoch 34 Batch 913/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9609, Loss: 0.0325 Epoch 34 Batch 914/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9563, Loss: 0.0556 Epoch 34 Batch 915/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9563, Loss: 0.0239 Epoch 34 Batch 916/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9585, Loss: 0.0283 Epoch 34 Batch 917/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9549, Loss: 0.0261 Epoch 34 Batch 918/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9538, Loss: 0.0216 Epoch 34 Batch 919/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9538, Loss: 0.0194 Epoch 34 Batch 920/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9542, Loss: 0.0215 Epoch 34 Batch 921/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9542, Loss: 0.0254 Epoch 34 Batch 922/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9542, Loss: 0.0263 Epoch 34 Batch 923/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9595, Loss: 0.0202 Epoch 34 Batch 924/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9545, Loss: 0.0344 Epoch 34 Batch 925/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9503, Loss: 0.0212 Epoch 34 Batch 926/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9503, Loss: 0.0263 Epoch 34 Batch 927/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9499, Loss: 0.0325 Epoch 34 Batch 928/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9414, Loss: 0.0261 Epoch 34 Batch 929/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9418, Loss: 0.0202 Epoch 34 Batch 930/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9418, Loss: 0.0188 Epoch 34 Batch 931/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9418, Loss: 0.0268 Epoch 34 Batch 932/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9418, Loss: 0.0239 Epoch 34 Batch 933/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9418, Loss: 0.0236 Epoch 34 Batch 934/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9489, Loss: 0.0194 Epoch 34 Batch 935/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9588, Loss: 0.0238 Epoch 34 Batch 936/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9492, Loss: 0.0287 Epoch 34 Batch 937/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9446, Loss: 0.0343 Epoch 34 Batch 938/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0287 Epoch 34 Batch 939/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9492, Loss: 0.0320 Epoch 34 Batch 940/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9492, Loss: 0.0264 Epoch 34 Batch 941/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0248 Epoch 34 Batch 942/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9510, Loss: 0.0278 Epoch 34 Batch 943/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9510, Loss: 0.0191 Epoch 34 Batch 944/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9656, Loss: 0.0245 Epoch 34 Batch 945/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9556, Loss: 0.0198 Epoch 34 Batch 946/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9506, Loss: 0.0176 Epoch 34 Batch 947/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9506, Loss: 0.0284 Epoch 34 Batch 948/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0285 Epoch 34 Batch 949/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0176 Epoch 34 Batch 950/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9521, Loss: 0.0223 Epoch 34 Batch 951/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9499, Loss: 0.0275 Epoch 34 Batch 952/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9467, Loss: 0.0154 Epoch 34 Batch 953/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9521, Loss: 0.0228 Epoch 34 Batch 954/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9517, Loss: 0.0302 Epoch 34 Batch 955/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9450, Loss: 0.0278 Epoch 34 Batch 956/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9450, Loss: 0.0267 Epoch 34 Batch 957/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9510, Loss: 0.0191 Epoch 34 Batch 958/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9414, Loss: 0.0238 Epoch 34 Batch 959/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9322, Loss: 0.0280 Epoch 34 Batch 960/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9339, Loss: 0.0246 Epoch 34 Batch 961/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9336, Loss: 0.0166 Epoch 34 Batch 962/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9389, Loss: 0.0289 Epoch 34 Batch 963/1077 - Train Accuracy: 0.9575, Validation Accuracy: 0.9474, Loss: 0.0341 Epoch 34 Batch 964/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9570, Loss: 0.0196 Epoch 34 Batch 965/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0365 Epoch 34 Batch 966/1077 - Train Accuracy: 0.9569, Validation Accuracy: 0.9499, Loss: 0.0234 Epoch 34 Batch 967/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9549, Loss: 0.0281 Epoch 34 Batch 968/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9549, Loss: 0.0339 Epoch 34 Batch 969/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9499, Loss: 0.0320 Epoch 34 Batch 970/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9503, Loss: 0.0244 Epoch 34 Batch 971/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9506, Loss: 0.0328 Epoch 34 Batch 972/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9556, Loss: 0.0301 Epoch 34 Batch 973/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9478, Loss: 0.0173 Epoch 34 Batch 974/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9556, Loss: 0.0235 Epoch 34 Batch 975/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0220 Epoch 34 Batch 976/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9510, Loss: 0.0218 Epoch 34 Batch 977/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0152 Epoch 34 Batch 978/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9513, Loss: 0.0221 Epoch 34 Batch 979/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9538, Loss: 0.0211 Epoch 34 Batch 980/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9439, Loss: 0.0265 Epoch 34 Batch 981/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9439, Loss: 0.0305 Epoch 34 Batch 982/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9439, Loss: 0.0296 Epoch 34 Batch 983/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9482, Loss: 0.0257 Epoch 34 Batch 984/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9482, Loss: 0.0331 Epoch 34 Batch 985/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9482, Loss: 0.0220 Epoch 34 Batch 986/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9482, Loss: 0.0274 Epoch 34 Batch 987/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9432, Loss: 0.0186 Epoch 34 Batch 988/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9382, Loss: 0.0264 Epoch 34 Batch 989/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9332, Loss: 0.0272 Epoch 34 Batch 990/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9318, Loss: 0.0294 Epoch 34 Batch 991/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9318, Loss: 0.0222 Epoch 34 Batch 992/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9272, Loss: 0.0266 Epoch 34 Batch 993/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9325, Loss: 0.0185 Epoch 34 Batch 994/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9322, Loss: 0.0241 Epoch 34 Batch 995/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9379, Loss: 0.0225 Epoch 34 Batch 996/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0273 Epoch 34 Batch 997/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9421, Loss: 0.0258 Epoch 34 Batch 998/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9371, Loss: 0.0212 Epoch 34 Batch 999/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9393, Loss: 0.0305 Epoch 34 Batch 1000/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9389, Loss: 0.0284 Epoch 34 Batch 1001/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9435, Loss: 0.0178 Epoch 34 Batch 1002/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9432, Loss: 0.0180 Epoch 34 Batch 1003/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9435, Loss: 0.0241 Epoch 34 Batch 1004/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9371, Loss: 0.0246 Epoch 34 Batch 1005/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9371, Loss: 0.0250 Epoch 34 Batch 1006/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9389, Loss: 0.0218 Epoch 34 Batch 1007/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9432, Loss: 0.0216 Epoch 34 Batch 1008/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9322, Loss: 0.0263 Epoch 34 Batch 1009/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9339, Loss: 0.0170 Epoch 34 Batch 1010/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9339, Loss: 0.0213 Epoch 34 Batch 1011/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9293, Loss: 0.0209 Epoch 34 Batch 1012/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9293, Loss: 0.0204 Epoch 34 Batch 1013/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9339, Loss: 0.0179 Epoch 34 Batch 1014/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9386, Loss: 0.0217 Epoch 34 Batch 1015/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9386, Loss: 0.0284 Epoch 34 Batch 1016/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9336, Loss: 0.0250 Epoch 34 Batch 1017/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9336, Loss: 0.0240 Epoch 34 Batch 1018/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9400, Loss: 0.0307 Epoch 34 Batch 1019/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9400, Loss: 0.0354 Epoch 34 Batch 1020/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9446, Loss: 0.0200 Epoch 34 Batch 1021/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9521, Loss: 0.0226 Epoch 34 Batch 1022/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9428, Loss: 0.0197 Epoch 34 Batch 1023/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9432, Loss: 0.0265 Epoch 34 Batch 1024/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9432, Loss: 0.0332 Epoch 34 Batch 1025/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9478, Loss: 0.0239 Epoch 34 Batch 1026/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9418, Loss: 0.0315 Epoch 34 Batch 1027/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9464, Loss: 0.0220 Epoch 34 Batch 1028/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9567, Loss: 0.0282 Epoch 34 Batch 1029/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9467, Loss: 0.0252 Epoch 34 Batch 1030/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9467, Loss: 0.0237 Epoch 34 Batch 1031/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9414, Loss: 0.0323 Epoch 34 Batch 1032/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9432, Loss: 0.0316 Epoch 34 Batch 1033/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9428, Loss: 0.0280 Epoch 34 Batch 1034/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9432, Loss: 0.0214 Epoch 34 Batch 1035/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9432, Loss: 0.0155 Epoch 34 Batch 1036/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9407, Loss: 0.0324 Epoch 34 Batch 1037/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9350, Loss: 0.0257 Epoch 34 Batch 1038/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0330 Epoch 34 Batch 1039/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9435, Loss: 0.0240 Epoch 34 Batch 1040/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9389, Loss: 0.0272 Epoch 34 Batch 1041/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9336, Loss: 0.0322 Epoch 34 Batch 1042/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9339, Loss: 0.0220 Epoch 34 Batch 1043/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9389, Loss: 0.0379 Epoch 34 Batch 1044/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9545, Loss: 0.0281 Epoch 34 Batch 1045/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0267 Epoch 34 Batch 1046/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9489, Loss: 0.0188 Epoch 34 Batch 1047/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9489, Loss: 0.0214 Epoch 34 Batch 1048/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9538, Loss: 0.0307 Epoch 34 Batch 1049/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9538, Loss: 0.0311 Epoch 34 Batch 1050/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9535, Loss: 0.0173 Epoch 34 Batch 1051/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9432, Loss: 0.0313 Epoch 34 Batch 1052/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9432, Loss: 0.0205 Epoch 34 Batch 1053/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9428, Loss: 0.0314 Epoch 34 Batch 1054/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9428, Loss: 0.0283 Epoch 34 Batch 1055/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9450, Loss: 0.0304 Epoch 34 Batch 1056/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9499, Loss: 0.0192 Epoch 34 Batch 1057/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9499, Loss: 0.0252 Epoch 34 Batch 1058/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9453, Loss: 0.0293 Epoch 34 Batch 1059/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9496, Loss: 0.0353 Epoch 34 Batch 1060/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9499, Loss: 0.0193 Epoch 34 Batch 1061/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9528, Loss: 0.0384 Epoch 34 Batch 1062/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9524, Loss: 0.0311 Epoch 34 Batch 1063/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9467, Loss: 0.0281 Epoch 34 Batch 1064/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9553, Loss: 0.0237 Epoch 34 Batch 1065/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9457, Loss: 0.0265 Epoch 34 Batch 1066/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9510, Loss: 0.0214 Epoch 34 Batch 1067/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9496, Loss: 0.0275 Epoch 34 Batch 1068/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9524, Loss: 0.0208 Epoch 34 Batch 1069/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9474, Loss: 0.0223 Epoch 34 Batch 1070/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0256 Epoch 34 Batch 1071/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9482, Loss: 0.0245 Epoch 34 Batch 1072/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9478, Loss: 0.0253 Epoch 34 Batch 1073/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9524, Loss: 0.0284 Epoch 34 Batch 1074/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9485, Loss: 0.0336 Epoch 34 Batch 1075/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9482, Loss: 0.0295 Epoch 35 Batch 1/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9506, Loss: 0.0181 Epoch 35 Batch 2/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9521, Loss: 0.0267 Epoch 35 Batch 3/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0285 Epoch 35 Batch 4/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9432, Loss: 0.0236 Epoch 35 Batch 5/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9432, Loss: 0.0341 Epoch 35 Batch 6/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9450, Loss: 0.0230 Epoch 35 Batch 7/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0220 Epoch 35 Batch 8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0261 Epoch 35 Batch 9/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9588, Loss: 0.0210 Epoch 35 Batch 10/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9535, Loss: 0.0266 Epoch 35 Batch 11/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9528, Loss: 0.0364 Epoch 35 Batch 12/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9524, Loss: 0.0190 Epoch 35 Batch 13/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9549, Loss: 0.0321 Epoch 35 Batch 14/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9556, Loss: 0.0216 Epoch 35 Batch 15/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9549, Loss: 0.0225 Epoch 35 Batch 16/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0278 Epoch 35 Batch 17/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9599, Loss: 0.0200 Epoch 35 Batch 18/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0224 Epoch 35 Batch 19/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9556, Loss: 0.0238 Epoch 35 Batch 20/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9485, Loss: 0.0214 Epoch 35 Batch 21/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9581, Loss: 0.0317 Epoch 35 Batch 22/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0266 Epoch 35 Batch 23/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9240, Loss: 0.0186 Epoch 35 Batch 24/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9187, Loss: 0.0299 Epoch 35 Batch 25/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9180, Loss: 0.0189 Epoch 35 Batch 26/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9183, Loss: 0.0357 Epoch 35 Batch 27/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9329, Loss: 0.0186 Epoch 35 Batch 28/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0227 Epoch 35 Batch 29/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9510, Loss: 0.0232 Epoch 35 Batch 30/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9467, Loss: 0.0224 Epoch 35 Batch 31/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9471, Loss: 0.0253 Epoch 35 Batch 32/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9513, Loss: 0.0197 Epoch 35 Batch 33/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9414, Loss: 0.0195 Epoch 35 Batch 34/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9574, Loss: 0.0284 Epoch 35 Batch 35/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0265 Epoch 35 Batch 36/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9524, Loss: 0.0225 Epoch 35 Batch 37/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9446, Loss: 0.0258 Epoch 35 Batch 38/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9489, Loss: 0.0351 Epoch 35 Batch 39/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9489, Loss: 0.0356 Epoch 35 Batch 40/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9492, Loss: 0.0200 Epoch 35 Batch 41/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9496, Loss: 0.0217 Epoch 35 Batch 42/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9382, Loss: 0.0362 Epoch 35 Batch 43/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9382, Loss: 0.0146 Epoch 35 Batch 44/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9375, Loss: 0.0181 Epoch 35 Batch 45/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9375, Loss: 0.0251 Epoch 35 Batch 46/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9350, Loss: 0.0341 Epoch 35 Batch 47/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9407, Loss: 0.0277 Epoch 35 Batch 48/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9414, Loss: 0.0327 Epoch 35 Batch 49/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9457, Loss: 0.0364 Epoch 35 Batch 50/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9407, Loss: 0.0216 Epoch 35 Batch 51/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9329, Loss: 0.0268 Epoch 35 Batch 52/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9286, Loss: 0.0351 Epoch 35 Batch 53/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9382, Loss: 0.0267 Epoch 35 Batch 54/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9442, Loss: 0.0450 Epoch 35 Batch 55/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0225 Epoch 35 Batch 56/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9439, Loss: 0.0193 Epoch 35 Batch 57/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9297, Loss: 0.0277 Epoch 35 Batch 58/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9251, Loss: 0.0230 Epoch 35 Batch 59/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9336, Loss: 0.0276 Epoch 35 Batch 60/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9361, Loss: 0.0183 Epoch 35 Batch 61/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9386, Loss: 0.0258 Epoch 35 Batch 62/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9435, Loss: 0.0302 Epoch 35 Batch 63/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9531, Loss: 0.0211 Epoch 35 Batch 64/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9531, Loss: 0.0222 Epoch 35 Batch 65/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9432, Loss: 0.0304 Epoch 35 Batch 66/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9482, Loss: 0.0152 Epoch 35 Batch 67/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9425, Loss: 0.0236 Epoch 35 Batch 68/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9357, Loss: 0.0338 Epoch 35 Batch 69/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9308, Loss: 0.0312 Epoch 35 Batch 70/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9300, Loss: 0.0343 Epoch 35 Batch 71/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9308, Loss: 0.0172 Epoch 35 Batch 72/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9489, Loss: 0.0270 Epoch 35 Batch 73/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9489, Loss: 0.0319 Epoch 35 Batch 74/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9446, Loss: 0.0229 Epoch 35 Batch 75/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9425, Loss: 0.0362 Epoch 35 Batch 76/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9467, Loss: 0.0178 Epoch 35 Batch 77/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9467, Loss: 0.0253 Epoch 35 Batch 78/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9467, Loss: 0.0235 Epoch 35 Batch 79/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9471, Loss: 0.0225 Epoch 35 Batch 80/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0236 Epoch 35 Batch 81/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9471, Loss: 0.0182 Epoch 35 Batch 82/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0270 Epoch 35 Batch 83/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9531, Loss: 0.0194 Epoch 35 Batch 84/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0235 Epoch 35 Batch 85/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9489, Loss: 0.0248 Epoch 35 Batch 86/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0226 Epoch 35 Batch 87/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9510, Loss: 0.0311 Epoch 35 Batch 88/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9560, Loss: 0.0265 Epoch 35 Batch 89/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9599, Loss: 0.0287 Epoch 35 Batch 90/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9599, Loss: 0.0224 Epoch 35 Batch 91/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0230 Epoch 35 Batch 92/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9553, Loss: 0.0264 Epoch 35 Batch 93/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9506, Loss: 0.0244 Epoch 35 Batch 94/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9453, Loss: 0.0235 Epoch 35 Batch 95/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0269 Epoch 35 Batch 96/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9503, Loss: 0.0257 Epoch 35 Batch 97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0254 Epoch 35 Batch 98/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9510, Loss: 0.0290 Epoch 35 Batch 99/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9545, Loss: 0.0207 Epoch 35 Batch 100/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9545, Loss: 0.0231 Epoch 35 Batch 101/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9616, Loss: 0.0236 Epoch 35 Batch 102/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9616, Loss: 0.0177 Epoch 35 Batch 103/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9616, Loss: 0.0326 Epoch 35 Batch 104/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9585, Loss: 0.0274 Epoch 35 Batch 105/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9535, Loss: 0.0197 Epoch 35 Batch 106/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9524, Loss: 0.0252 Epoch 35 Batch 107/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9478, Loss: 0.0271 Epoch 35 Batch 108/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9524, Loss: 0.0348 Epoch 35 Batch 109/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0212 Epoch 35 Batch 110/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9574, Loss: 0.0206 Epoch 35 Batch 111/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9577, Loss: 0.0263 Epoch 35 Batch 112/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9606, Loss: 0.0171 Epoch 35 Batch 113/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9545, Loss: 0.0318 Epoch 35 Batch 114/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9496, Loss: 0.0169 Epoch 35 Batch 115/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9492, Loss: 0.0317 Epoch 35 Batch 116/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9492, Loss: 0.0373 Epoch 35 Batch 117/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9542, Loss: 0.0218 Epoch 35 Batch 118/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9482, Loss: 0.0186 Epoch 35 Batch 119/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9482, Loss: 0.0178 Epoch 35 Batch 120/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9460, Loss: 0.0277 Epoch 35 Batch 121/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9414, Loss: 0.0253 Epoch 35 Batch 122/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9464, Loss: 0.0222 Epoch 35 Batch 123/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0189 Epoch 35 Batch 124/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9510, Loss: 0.0252 Epoch 35 Batch 125/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9510, Loss: 0.0348 Epoch 35 Batch 126/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9553, Loss: 0.0257 Epoch 35 Batch 127/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9549, Loss: 0.0237 Epoch 35 Batch 128/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9485, Loss: 0.0252 Epoch 35 Batch 129/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9411, Loss: 0.0311 Epoch 35 Batch 130/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9457, Loss: 0.0243 Epoch 35 Batch 131/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9457, Loss: 0.0283 Epoch 35 Batch 132/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9531, Loss: 0.0209 Epoch 35 Batch 133/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0170 Epoch 35 Batch 134/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9528, Loss: 0.0229 Epoch 35 Batch 135/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9528, Loss: 0.0245 Epoch 35 Batch 136/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9535, Loss: 0.0183 Epoch 35 Batch 137/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9471, Loss: 0.0267 Epoch 35 Batch 138/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9513, Loss: 0.0261 Epoch 35 Batch 139/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9528, Loss: 0.0250 Epoch 35 Batch 140/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9570, Loss: 0.0230 Epoch 35 Batch 141/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9563, Loss: 0.0217 Epoch 35 Batch 142/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9517, Loss: 0.0259 Epoch 35 Batch 143/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9517, Loss: 0.0244 Epoch 35 Batch 144/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9570, Loss: 0.0337 Epoch 35 Batch 145/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0216 Epoch 35 Batch 146/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9613, Loss: 0.0599 Epoch 35 Batch 147/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9517, Loss: 0.0210 Epoch 35 Batch 148/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9592, Loss: 0.0276 Epoch 35 Batch 149/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9592, Loss: 0.0210 Epoch 35 Batch 150/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0275 Epoch 35 Batch 151/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0197 Epoch 35 Batch 152/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9592, Loss: 0.0283 Epoch 35 Batch 153/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9538, Loss: 0.0355 Epoch 35 Batch 154/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9496, Loss: 0.0217 Epoch 35 Batch 155/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9496, Loss: 0.0209 Epoch 35 Batch 156/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0171 Epoch 35 Batch 157/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9574, Loss: 0.0265 Epoch 35 Batch 158/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0249 Epoch 35 Batch 159/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9624, Loss: 0.0216 Epoch 35 Batch 160/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9648, Loss: 0.0238 Epoch 35 Batch 161/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9670, Loss: 0.0206 Epoch 35 Batch 162/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9645, Loss: 0.0216 Epoch 35 Batch 163/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9602, Loss: 0.0308 Epoch 35 Batch 164/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9602, Loss: 0.0222 Epoch 35 Batch 165/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9602, Loss: 0.0358 Epoch 35 Batch 166/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9556, Loss: 0.0268 Epoch 35 Batch 167/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9545, Loss: 0.0218 Epoch 35 Batch 168/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9446, Loss: 0.0305 Epoch 35 Batch 169/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9446, Loss: 0.0233 Epoch 35 Batch 170/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9521, Loss: 0.0277 Epoch 35 Batch 171/1077 - Train Accuracy: 0.9886, Validation Accuracy: 0.9524, Loss: 0.0207 Epoch 35 Batch 172/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9531, Loss: 0.0193 Epoch 35 Batch 173/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9489, Loss: 0.0252 Epoch 35 Batch 174/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0194 Epoch 35 Batch 175/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9343, Loss: 0.0293 Epoch 35 Batch 176/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9439, Loss: 0.0251 Epoch 35 Batch 177/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9535, Loss: 0.0282 Epoch 35 Batch 178/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9581, Loss: 0.0225 Epoch 35 Batch 179/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9606, Loss: 0.0278 Epoch 35 Batch 180/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9606, Loss: 0.0200 Epoch 35 Batch 181/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0250 Epoch 35 Batch 182/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9545, Loss: 0.0299 Epoch 35 Batch 183/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9592, Loss: 0.0253 Epoch 35 Batch 184/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9616, Loss: 0.0266 Epoch 35 Batch 185/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9616, Loss: 0.0275 Epoch 35 Batch 186/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9588, Loss: 0.0252 Epoch 35 Batch 187/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9542, Loss: 0.0174 Epoch 35 Batch 188/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9545, Loss: 0.0258 Epoch 35 Batch 189/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9521, Loss: 0.0201 Epoch 35 Batch 190/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9506, Loss: 0.0214 Epoch 35 Batch 191/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9485, Loss: 0.0204 Epoch 35 Batch 192/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9549, Loss: 0.0265 Epoch 35 Batch 193/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0227 Epoch 35 Batch 194/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9599, Loss: 0.0186 Epoch 35 Batch 195/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9524, Loss: 0.0220 Epoch 35 Batch 196/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0181 Epoch 35 Batch 197/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9524, Loss: 0.0262 Epoch 35 Batch 198/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9474, Loss: 0.0250 Epoch 35 Batch 199/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0220 Epoch 35 Batch 200/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9567, Loss: 0.0224 Epoch 35 Batch 201/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0260 Epoch 35 Batch 202/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0217 Epoch 35 Batch 203/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9595, Loss: 0.0275 Epoch 35 Batch 204/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9538, Loss: 0.0426 Epoch 35 Batch 205/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9588, Loss: 0.0309 Epoch 35 Batch 206/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9517, Loss: 0.0180 Epoch 35 Batch 207/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9496, Loss: 0.0248 Epoch 35 Batch 208/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9482, Loss: 0.0248 Epoch 35 Batch 209/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9332, Loss: 0.0222 Epoch 35 Batch 210/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9368, Loss: 0.0230 Epoch 35 Batch 211/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9411, Loss: 0.0241 Epoch 35 Batch 212/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9471, Loss: 0.0208 Epoch 35 Batch 213/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9471, Loss: 0.0188 Epoch 35 Batch 214/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9446, Loss: 0.0187 Epoch 35 Batch 215/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0330 Epoch 35 Batch 216/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9446, Loss: 0.0250 Epoch 35 Batch 217/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9446, Loss: 0.0154 Epoch 35 Batch 218/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9496, Loss: 0.0264 Epoch 35 Batch 219/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9496, Loss: 0.0152 Epoch 35 Batch 220/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9538, Loss: 0.0235 Epoch 35 Batch 221/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9538, Loss: 0.0257 Epoch 35 Batch 222/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9538, Loss: 0.0221 Epoch 35 Batch 223/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0228 Epoch 35 Batch 224/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9535, Loss: 0.0232 Epoch 35 Batch 225/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9535, Loss: 0.0318 Epoch 35 Batch 226/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9432, Loss: 0.0230 Epoch 35 Batch 227/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9386, Loss: 0.0321 Epoch 35 Batch 228/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9386, Loss: 0.0207 Epoch 35 Batch 229/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9435, Loss: 0.0238 Epoch 35 Batch 230/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9485, Loss: 0.0267 Epoch 35 Batch 231/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9432, Loss: 0.0275 Epoch 35 Batch 232/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9432, Loss: 0.0202 Epoch 35 Batch 233/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9485, Loss: 0.0271 Epoch 35 Batch 234/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0273 Epoch 35 Batch 235/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9513, Loss: 0.0295 Epoch 35 Batch 236/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9510, Loss: 0.0271 Epoch 35 Batch 237/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0204 Epoch 35 Batch 238/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0253 Epoch 35 Batch 239/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0198 Epoch 35 Batch 240/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9517, Loss: 0.0189 Epoch 35 Batch 241/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9467, Loss: 0.0162 Epoch 35 Batch 242/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9446, Loss: 0.0204 Epoch 35 Batch 243/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9460, Loss: 0.0299 Epoch 35 Batch 244/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0222 Epoch 35 Batch 245/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9439, Loss: 0.0211 Epoch 35 Batch 246/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9418, Loss: 0.0246 Epoch 35 Batch 247/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9442, Loss: 0.0268 Epoch 35 Batch 248/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9442, Loss: 0.0232 Epoch 35 Batch 249/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9464, Loss: 0.0206 Epoch 35 Batch 250/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9446, Loss: 0.0236 Epoch 35 Batch 251/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9446, Loss: 0.0301 Epoch 35 Batch 252/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9442, Loss: 0.0282 Epoch 35 Batch 253/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9538, Loss: 0.0261 Epoch 35 Batch 254/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9506, Loss: 0.0279 Epoch 35 Batch 255/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9506, Loss: 0.0217 Epoch 35 Batch 256/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0429 Epoch 35 Batch 257/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9471, Loss: 0.0278 Epoch 35 Batch 258/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9471, Loss: 0.0238 Epoch 35 Batch 259/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0204 Epoch 35 Batch 260/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0199 Epoch 35 Batch 261/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9510, Loss: 0.0239 Epoch 35 Batch 262/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9510, Loss: 0.0237 Epoch 35 Batch 263/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9517, Loss: 0.0196 Epoch 35 Batch 264/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9517, Loss: 0.0223 Epoch 35 Batch 265/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0215 Epoch 35 Batch 266/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9542, Loss: 0.0278 Epoch 35 Batch 267/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9542, Loss: 0.0232 Epoch 35 Batch 268/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9471, Loss: 0.0331 Epoch 35 Batch 269/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9467, Loss: 0.0335 Epoch 35 Batch 270/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9442, Loss: 0.0303 Epoch 35 Batch 271/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9446, Loss: 0.0227 Epoch 35 Batch 272/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9411, Loss: 0.0486 Epoch 35 Batch 273/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0229 Epoch 35 Batch 274/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9364, Loss: 0.0248 Epoch 35 Batch 275/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0272 Epoch 35 Batch 276/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9506, Loss: 0.0401 Epoch 35 Batch 277/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9457, Loss: 0.0203 Epoch 35 Batch 278/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9521, Loss: 0.0331 Epoch 35 Batch 279/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9521, Loss: 0.0270 Epoch 35 Batch 280/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9506, Loss: 0.0316 Epoch 35 Batch 281/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9460, Loss: 0.0289 Epoch 35 Batch 282/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0320 Epoch 35 Batch 283/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9435, Loss: 0.0280 Epoch 35 Batch 284/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9393, Loss: 0.0260 Epoch 35 Batch 285/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9393, Loss: 0.0249 Epoch 35 Batch 286/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9403, Loss: 0.0223 Epoch 35 Batch 287/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9403, Loss: 0.0272 Epoch 35 Batch 288/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9453, Loss: 0.0308 Epoch 35 Batch 289/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9503, Loss: 0.0247 Epoch 35 Batch 290/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0409 Epoch 35 Batch 291/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9442, Loss: 0.0413 Epoch 35 Batch 292/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9442, Loss: 0.0222 Epoch 35 Batch 293/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9453, Loss: 0.0230 Epoch 35 Batch 294/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9432, Loss: 0.0231 Epoch 35 Batch 295/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9403, Loss: 0.0278 Epoch 35 Batch 296/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9332, Loss: 0.0281 Epoch 35 Batch 297/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9322, Loss: 0.0277 Epoch 35 Batch 298/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9315, Loss: 0.0292 Epoch 35 Batch 299/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9293, Loss: 0.0276 Epoch 35 Batch 300/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9293, Loss: 0.0223 Epoch 35 Batch 301/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9343, Loss: 0.0212 Epoch 35 Batch 302/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9411, Loss: 0.0248 Epoch 35 Batch 303/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9421, Loss: 0.0308 Epoch 35 Batch 304/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9375, Loss: 0.0256 Epoch 35 Batch 305/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9489, Loss: 0.0262 Epoch 35 Batch 306/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9474, Loss: 0.0393 Epoch 35 Batch 307/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9489, Loss: 0.0246 Epoch 35 Batch 308/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9446, Loss: 0.0285 Epoch 35 Batch 309/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9428, Loss: 0.0183 Epoch 35 Batch 310/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9428, Loss: 0.0221 Epoch 35 Batch 311/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9446, Loss: 0.0231 Epoch 35 Batch 312/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9489, Loss: 0.0329 Epoch 35 Batch 313/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9485, Loss: 0.0175 Epoch 35 Batch 314/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9400, Loss: 0.0311 Epoch 35 Batch 315/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9325, Loss: 0.0234 Epoch 35 Batch 316/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9336, Loss: 0.0264 Epoch 35 Batch 317/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9364, Loss: 0.0268 Epoch 35 Batch 318/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9336, Loss: 0.0209 Epoch 35 Batch 319/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9329, Loss: 0.0295 Epoch 35 Batch 320/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9308, Loss: 0.0404 Epoch 35 Batch 321/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9347, Loss: 0.0248 Epoch 35 Batch 322/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9357, Loss: 0.0238 Epoch 35 Batch 323/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0264 Epoch 35 Batch 324/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9474, Loss: 0.0229 Epoch 35 Batch 325/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9478, Loss: 0.0251 Epoch 35 Batch 326/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9485, Loss: 0.0251 Epoch 35 Batch 327/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9489, Loss: 0.0339 Epoch 35 Batch 328/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9489, Loss: 0.0286 Epoch 35 Batch 329/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9489, Loss: 0.0280 Epoch 35 Batch 330/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9446, Loss: 0.0229 Epoch 35 Batch 331/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9510, Loss: 0.0249 Epoch 35 Batch 332/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9464, Loss: 0.0186 Epoch 35 Batch 333/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9464, Loss: 0.0210 Epoch 35 Batch 334/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0230 Epoch 35 Batch 335/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9439, Loss: 0.0268 Epoch 35 Batch 336/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9460, Loss: 0.0620 Epoch 35 Batch 337/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9460, Loss: 0.0239 Epoch 35 Batch 338/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9403, Loss: 0.0327 Epoch 35 Batch 339/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9499, Loss: 0.0173 Epoch 35 Batch 340/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9549, Loss: 0.0228 Epoch 35 Batch 341/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9478, Loss: 0.0318 Epoch 35 Batch 342/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9545, Loss: 0.0229 Epoch 35 Batch 343/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9545, Loss: 0.0325 Epoch 35 Batch 344/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9542, Loss: 0.0274 Epoch 35 Batch 345/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9428, Loss: 0.0199 Epoch 35 Batch 346/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9446, Loss: 0.0249 Epoch 35 Batch 347/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9450, Loss: 0.0212 Epoch 35 Batch 348/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9474, Loss: 0.0271 Epoch 35 Batch 349/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9521, Loss: 0.0237 Epoch 35 Batch 350/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0210 Epoch 35 Batch 351/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9506, Loss: 0.0264 Epoch 35 Batch 352/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9460, Loss: 0.0215 Epoch 35 Batch 353/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9457, Loss: 0.0309 Epoch 35 Batch 354/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9407, Loss: 0.0302 Epoch 35 Batch 355/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9407, Loss: 0.0247 Epoch 35 Batch 356/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9460, Loss: 0.0230 Epoch 35 Batch 357/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9457, Loss: 0.0259 Epoch 35 Batch 358/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9457, Loss: 0.0277 Epoch 35 Batch 359/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9464, Loss: 0.0234 Epoch 35 Batch 360/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9393, Loss: 0.0200 Epoch 35 Batch 361/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9439, Loss: 0.0175 Epoch 35 Batch 362/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9407, Loss: 0.0346 Epoch 35 Batch 363/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0270 Epoch 35 Batch 364/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9357, Loss: 0.0349 Epoch 35 Batch 365/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9442, Loss: 0.0166 Epoch 35 Batch 366/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0168 Epoch 35 Batch 367/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9485, Loss: 0.0169 Epoch 35 Batch 368/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9485, Loss: 0.0248 Epoch 35 Batch 369/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9513, Loss: 0.0241 Epoch 35 Batch 370/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0271 Epoch 35 Batch 371/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9464, Loss: 0.0189 Epoch 35 Batch 372/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0203 Epoch 35 Batch 373/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9513, Loss: 0.0185 Epoch 35 Batch 374/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9517, Loss: 0.0269 Epoch 35 Batch 375/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9517, Loss: 0.0210 Epoch 35 Batch 376/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9567, Loss: 0.0295 Epoch 35 Batch 377/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9400, Loss: 0.0255 Epoch 35 Batch 378/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9354, Loss: 0.0184 Epoch 35 Batch 379/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9354, Loss: 0.0370 Epoch 35 Batch 380/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9354, Loss: 0.0205 Epoch 35 Batch 381/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9460, Loss: 0.0315 Epoch 35 Batch 382/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9460, Loss: 0.0350 Epoch 35 Batch 383/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9453, Loss: 0.0222 Epoch 35 Batch 384/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9457, Loss: 0.0190 Epoch 35 Batch 385/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9521, Loss: 0.0215 Epoch 35 Batch 386/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9521, Loss: 0.0199 Epoch 35 Batch 387/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9471, Loss: 0.0207 Epoch 35 Batch 388/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9439, Loss: 0.0342 Epoch 35 Batch 389/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9439, Loss: 0.0271 Epoch 35 Batch 390/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9439, Loss: 0.0365 Epoch 35 Batch 391/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9446, Loss: 0.0292 Epoch 35 Batch 392/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9439, Loss: 0.0333 Epoch 35 Batch 393/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9442, Loss: 0.0212 Epoch 35 Batch 394/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9478, Loss: 0.0243 Epoch 35 Batch 395/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9478, Loss: 0.0216 Epoch 35 Batch 396/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9474, Loss: 0.0257 Epoch 35 Batch 397/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0261 Epoch 35 Batch 398/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9478, Loss: 0.0257 Epoch 35 Batch 399/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9478, Loss: 0.0237 Epoch 35 Batch 400/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0254 Epoch 35 Batch 401/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9517, Loss: 0.0217 Epoch 35 Batch 402/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0192 Epoch 35 Batch 403/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9570, Loss: 0.0358 Epoch 35 Batch 404/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9492, Loss: 0.0274 Epoch 35 Batch 405/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9503, Loss: 0.0278 Epoch 35 Batch 406/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9460, Loss: 0.0244 Epoch 35 Batch 407/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9414, Loss: 0.0279 Epoch 35 Batch 408/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9418, Loss: 0.0280 Epoch 35 Batch 409/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9421, Loss: 0.0260 Epoch 35 Batch 410/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9414, Loss: 0.0363 Epoch 35 Batch 411/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9414, Loss: 0.0270 Epoch 35 Batch 412/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9414, Loss: 0.0259 Epoch 35 Batch 413/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0219 Epoch 35 Batch 414/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9450, Loss: 0.0247 Epoch 35 Batch 415/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9421, Loss: 0.0306 Epoch 35 Batch 416/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9425, Loss: 0.0214 Epoch 35 Batch 417/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9428, Loss: 0.0349 Epoch 35 Batch 418/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9428, Loss: 0.0199 Epoch 35 Batch 419/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9425, Loss: 0.0221 Epoch 35 Batch 420/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9371, Loss: 0.0164 Epoch 35 Batch 421/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9421, Loss: 0.0417 Epoch 35 Batch 422/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9471, Loss: 0.0238 Epoch 35 Batch 423/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9517, Loss: 0.0274 Epoch 35 Batch 424/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9464, Loss: 0.0205 Epoch 35 Batch 425/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9464, Loss: 0.0192 Epoch 35 Batch 426/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9467, Loss: 0.0274 Epoch 35 Batch 427/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9414, Loss: 0.0211 Epoch 35 Batch 428/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9393, Loss: 0.0187 Epoch 35 Batch 429/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9371, Loss: 0.0167 Epoch 35 Batch 430/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9425, Loss: 0.0213 Epoch 35 Batch 431/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9425, Loss: 0.0198 Epoch 35 Batch 432/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9368, Loss: 0.0237 Epoch 35 Batch 433/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9382, Loss: 0.0269 Epoch 35 Batch 434/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9382, Loss: 0.0234 Epoch 35 Batch 435/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9382, Loss: 0.0281 Epoch 35 Batch 436/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9435, Loss: 0.0269 Epoch 35 Batch 437/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9407, Loss: 0.0188 Epoch 35 Batch 438/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9315, Loss: 0.0259 Epoch 35 Batch 439/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9339, Loss: 0.0231 Epoch 35 Batch 440/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9453, Loss: 0.0306 Epoch 35 Batch 441/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0257 Epoch 35 Batch 442/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9471, Loss: 0.0312 Epoch 35 Batch 443/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9428, Loss: 0.0210 Epoch 35 Batch 444/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9379, Loss: 0.0246 Epoch 35 Batch 445/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9379, Loss: 0.0271 Epoch 35 Batch 446/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9379, Loss: 0.0198 Epoch 35 Batch 447/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9528, Loss: 0.0205 Epoch 35 Batch 448/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9439, Loss: 0.0297 Epoch 35 Batch 449/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9407, Loss: 0.0317 Epoch 35 Batch 450/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9293, Loss: 0.0281 Epoch 35 Batch 451/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9293, Loss: 0.0231 Epoch 35 Batch 452/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9283, Loss: 0.0219 Epoch 35 Batch 453/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9279, Loss: 0.0229 Epoch 35 Batch 454/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9311, Loss: 0.0405 Epoch 35 Batch 455/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9386, Loss: 0.0264 Epoch 35 Batch 456/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9435, Loss: 0.0302 Epoch 35 Batch 457/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9524, Loss: 0.0201 Epoch 35 Batch 458/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9528, Loss: 0.0305 Epoch 35 Batch 459/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9528, Loss: 0.0236 Epoch 35 Batch 460/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0279 Epoch 35 Batch 461/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9524, Loss: 0.0254 Epoch 35 Batch 462/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0242 Epoch 35 Batch 463/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9528, Loss: 0.0241 Epoch 35 Batch 464/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9528, Loss: 0.0280 Epoch 35 Batch 465/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9528, Loss: 0.0332 Epoch 35 Batch 466/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0257 Epoch 35 Batch 467/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9538, Loss: 0.0296 Epoch 35 Batch 468/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9538, Loss: 0.0229 Epoch 35 Batch 469/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9439, Loss: 0.0224 Epoch 35 Batch 470/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9442, Loss: 0.0271 Epoch 35 Batch 471/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9442, Loss: 0.0171 Epoch 35 Batch 472/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9382, Loss: 0.0247 Epoch 35 Batch 473/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9293, Loss: 0.0267 Epoch 35 Batch 474/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9290, Loss: 0.0220 Epoch 35 Batch 475/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9247, Loss: 0.0279 Epoch 35 Batch 476/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9332, Loss: 0.0208 Epoch 35 Batch 477/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9332, Loss: 0.0275 Epoch 35 Batch 478/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9375, Loss: 0.0221 Epoch 35 Batch 479/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9375, Loss: 0.0265 Epoch 35 Batch 480/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0226 Epoch 35 Batch 481/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9375, Loss: 0.0229 Epoch 35 Batch 482/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9421, Loss: 0.0272 Epoch 35 Batch 483/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9521, Loss: 0.0349 Epoch 35 Batch 484/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0260 Epoch 35 Batch 485/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9411, Loss: 0.0261 Epoch 35 Batch 486/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9379, Loss: 0.0205 Epoch 35 Batch 487/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9411, Loss: 0.0204 Epoch 35 Batch 488/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9332, Loss: 0.0192 Epoch 35 Batch 489/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9432, Loss: 0.0246 Epoch 35 Batch 490/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9453, Loss: 0.0296 Epoch 35 Batch 491/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9357, Loss: 0.0315 Epoch 35 Batch 492/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9403, Loss: 0.0292 Epoch 35 Batch 493/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9467, Loss: 0.0181 Epoch 35 Batch 494/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9421, Loss: 0.0186 Epoch 35 Batch 495/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0206 Epoch 35 Batch 496/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9428, Loss: 0.0212 Epoch 35 Batch 497/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9357, Loss: 0.0247 Epoch 35 Batch 498/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9407, Loss: 0.0339 Epoch 35 Batch 499/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9489, Loss: 0.0244 Epoch 35 Batch 500/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0197 Epoch 35 Batch 501/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9510, Loss: 0.0206 Epoch 35 Batch 502/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9553, Loss: 0.0328 Epoch 35 Batch 503/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9357, Loss: 0.0221 Epoch 35 Batch 504/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9453, Loss: 0.0209 Epoch 35 Batch 505/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9400, Loss: 0.0171 Epoch 35 Batch 506/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9499, Loss: 0.0306 Epoch 35 Batch 507/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9496, Loss: 0.0273 Epoch 35 Batch 508/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0202 Epoch 35 Batch 509/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9478, Loss: 0.0304 Epoch 35 Batch 510/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9478, Loss: 0.0188 Epoch 35 Batch 511/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9457, Loss: 0.0226 Epoch 35 Batch 512/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9425, Loss: 0.0165 Epoch 35 Batch 513/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9375, Loss: 0.0281 Epoch 35 Batch 514/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9432, Loss: 0.0231 Epoch 35 Batch 515/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0222 Epoch 35 Batch 516/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9450, Loss: 0.0262 Epoch 35 Batch 517/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9411, Loss: 0.0273 Epoch 35 Batch 518/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9411, Loss: 0.0216 Epoch 35 Batch 519/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9403, Loss: 0.0315 Epoch 35 Batch 520/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9432, Loss: 0.0191 Epoch 35 Batch 521/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9492, Loss: 0.0250 Epoch 35 Batch 522/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9442, Loss: 0.0295 Epoch 35 Batch 523/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9442, Loss: 0.0244 Epoch 35 Batch 524/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9446, Loss: 0.0265 Epoch 35 Batch 525/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9386, Loss: 0.0237 Epoch 35 Batch 526/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9474, Loss: 0.0217 Epoch 35 Batch 527/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9467, Loss: 0.0232 Epoch 35 Batch 528/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9396, Loss: 0.0252 Epoch 35 Batch 529/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9403, Loss: 0.0230 Epoch 35 Batch 530/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0299 Epoch 35 Batch 531/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9471, Loss: 0.0273 Epoch 35 Batch 532/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9428, Loss: 0.0363 Epoch 35 Batch 533/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9354, Loss: 0.0205 Epoch 35 Batch 534/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9357, Loss: 0.0335 Epoch 35 Batch 535/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9453, Loss: 0.0225 Epoch 35 Batch 536/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9457, Loss: 0.0272 Epoch 35 Batch 537/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9503, Loss: 0.0213 Epoch 35 Batch 538/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9450, Loss: 0.0201 Epoch 35 Batch 539/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9499, Loss: 0.0310 Epoch 35 Batch 540/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9524, Loss: 0.0192 Epoch 35 Batch 541/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9570, Loss: 0.0223 Epoch 35 Batch 542/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9524, Loss: 0.0244 Epoch 35 Batch 543/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9524, Loss: 0.0206 Epoch 35 Batch 544/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9386, Loss: 0.0140 Epoch 35 Batch 545/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9304, Loss: 0.0238 Epoch 35 Batch 546/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9304, Loss: 0.0286 Epoch 35 Batch 547/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9283, Loss: 0.0229 Epoch 35 Batch 548/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9226, Loss: 0.0298 Epoch 35 Batch 549/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9329, Loss: 0.0286 Epoch 35 Batch 550/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9386, Loss: 0.0263 Epoch 35 Batch 551/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9364, Loss: 0.0252 Epoch 35 Batch 552/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9478, Loss: 0.0305 Epoch 35 Batch 553/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9485, Loss: 0.0329 Epoch 35 Batch 554/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9457, Loss: 0.0207 Epoch 35 Batch 555/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9478, Loss: 0.0249 Epoch 35 Batch 556/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9467, Loss: 0.0184 Epoch 35 Batch 557/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0196 Epoch 35 Batch 558/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9467, Loss: 0.0178 Epoch 35 Batch 559/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9471, Loss: 0.0267 Epoch 35 Batch 560/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9471, Loss: 0.0261 Epoch 35 Batch 561/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9471, Loss: 0.0237 Epoch 35 Batch 562/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9471, Loss: 0.0211 Epoch 35 Batch 563/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9467, Loss: 0.0268 Epoch 35 Batch 564/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9471, Loss: 0.0304 Epoch 35 Batch 565/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9411, Loss: 0.0322 Epoch 35 Batch 566/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9411, Loss: 0.0263 Epoch 35 Batch 567/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9432, Loss: 0.0293 Epoch 35 Batch 568/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9379, Loss: 0.0215 Epoch 35 Batch 569/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9482, Loss: 0.0301 Epoch 35 Batch 570/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9485, Loss: 0.0336 Epoch 35 Batch 571/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9517, Loss: 0.0227 Epoch 35 Batch 572/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0243 Epoch 35 Batch 573/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9521, Loss: 0.0447 Epoch 35 Batch 574/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9592, Loss: 0.0260 Epoch 35 Batch 575/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0227 Epoch 35 Batch 576/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9616, Loss: 0.0216 Epoch 35 Batch 577/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9545, Loss: 0.0245 Epoch 35 Batch 578/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9570, Loss: 0.0241 Epoch 35 Batch 579/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9492, Loss: 0.0253 Epoch 35 Batch 580/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0191 Epoch 35 Batch 581/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0176 Epoch 35 Batch 582/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9528, Loss: 0.0247 Epoch 35 Batch 583/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9542, Loss: 0.0278 Epoch 35 Batch 584/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9503, Loss: 0.0257 Epoch 35 Batch 585/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9503, Loss: 0.0153 Epoch 35 Batch 586/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9595, Loss: 0.0186 Epoch 35 Batch 587/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9595, Loss: 0.0226 Epoch 35 Batch 588/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9588, Loss: 0.0226 Epoch 35 Batch 589/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9588, Loss: 0.0216 Epoch 35 Batch 590/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9542, Loss: 0.0256 Epoch 35 Batch 591/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9542, Loss: 0.0258 Epoch 35 Batch 592/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0247 Epoch 35 Batch 593/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9588, Loss: 0.0387 Epoch 35 Batch 594/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9545, Loss: 0.0299 Epoch 35 Batch 595/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9549, Loss: 0.0245 Epoch 35 Batch 596/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9577, Loss: 0.0238 Epoch 35 Batch 597/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0211 Epoch 35 Batch 598/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9627, Loss: 0.0263 Epoch 35 Batch 599/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9627, Loss: 0.0410 Epoch 35 Batch 600/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9577, Loss: 0.0314 Epoch 35 Batch 601/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9577, Loss: 0.0286 Epoch 35 Batch 602/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9574, Loss: 0.0299 Epoch 35 Batch 603/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9485, Loss: 0.0286 Epoch 35 Batch 604/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9460, Loss: 0.0364 Epoch 35 Batch 605/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9457, Loss: 0.0345 Epoch 35 Batch 606/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9457, Loss: 0.0201 Epoch 35 Batch 607/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9403, Loss: 0.0310 Epoch 35 Batch 608/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9457, Loss: 0.0282 Epoch 35 Batch 609/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9457, Loss: 0.0295 Epoch 35 Batch 610/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9464, Loss: 0.0268 Epoch 35 Batch 611/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0290 Epoch 35 Batch 612/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9489, Loss: 0.0194 Epoch 35 Batch 613/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9489, Loss: 0.0299 Epoch 35 Batch 614/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9425, Loss: 0.0217 Epoch 35 Batch 615/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9382, Loss: 0.0188 Epoch 35 Batch 616/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9428, Loss: 0.0220 Epoch 35 Batch 617/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9421, Loss: 0.0239 Epoch 35 Batch 618/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9517, Loss: 0.0259 Epoch 35 Batch 619/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9471, Loss: 0.0187 Epoch 35 Batch 620/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9446, Loss: 0.0187 Epoch 35 Batch 621/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9442, Loss: 0.0287 Epoch 35 Batch 622/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9375, Loss: 0.0300 Epoch 35 Batch 623/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9421, Loss: 0.0315 Epoch 35 Batch 624/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9442, Loss: 0.0263 Epoch 35 Batch 625/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9450, Loss: 0.0223 Epoch 35 Batch 626/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9450, Loss: 0.0235 Epoch 35 Batch 627/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9446, Loss: 0.0205 Epoch 35 Batch 628/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9499, Loss: 0.0250 Epoch 35 Batch 629/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0264 Epoch 35 Batch 630/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9464, Loss: 0.0241 Epoch 35 Batch 631/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9464, Loss: 0.0315 Epoch 35 Batch 632/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9414, Loss: 0.0214 Epoch 35 Batch 633/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9464, Loss: 0.0222 Epoch 35 Batch 634/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9489, Loss: 0.0187 Epoch 35 Batch 635/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9538, Loss: 0.0283 Epoch 35 Batch 636/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9538, Loss: 0.0225 Epoch 35 Batch 637/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9538, Loss: 0.0248 Epoch 35 Batch 638/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9542, Loss: 0.0206 Epoch 35 Batch 639/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9542, Loss: 0.0259 Epoch 35 Batch 640/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0204 Epoch 35 Batch 641/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0281 Epoch 35 Batch 642/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9538, Loss: 0.0234 Epoch 35 Batch 643/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9538, Loss: 0.0173 Epoch 35 Batch 644/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9531, Loss: 0.0210 Epoch 35 Batch 645/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9528, Loss: 0.0286 Epoch 35 Batch 646/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9460, Loss: 0.0251 Epoch 35 Batch 647/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9460, Loss: 0.0271 Epoch 35 Batch 648/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9411, Loss: 0.0230 Epoch 35 Batch 649/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9460, Loss: 0.0218 Epoch 35 Batch 650/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9418, Loss: 0.0224 Epoch 35 Batch 651/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9492, Loss: 0.0221 Epoch 35 Batch 652/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9489, Loss: 0.0240 Epoch 35 Batch 653/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9489, Loss: 0.0305 Epoch 35 Batch 654/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0278 Epoch 35 Batch 655/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9467, Loss: 0.0338 Epoch 35 Batch 656/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9425, Loss: 0.0269 Epoch 35 Batch 657/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9425, Loss: 0.0279 Epoch 35 Batch 658/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9425, Loss: 0.0154 Epoch 35 Batch 659/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9453, Loss: 0.0242 Epoch 35 Batch 660/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9453, Loss: 0.0191 Epoch 35 Batch 661/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0211 Epoch 35 Batch 662/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9492, Loss: 0.0269 Epoch 35 Batch 663/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9474, Loss: 0.0223 Epoch 35 Batch 664/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9425, Loss: 0.0308 Epoch 35 Batch 665/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9425, Loss: 0.0164 Epoch 35 Batch 666/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9329, Loss: 0.0253 Epoch 35 Batch 667/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9382, Loss: 0.0272 Epoch 35 Batch 668/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9425, Loss: 0.0234 Epoch 35 Batch 669/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9421, Loss: 0.0192 Epoch 35 Batch 670/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9478, Loss: 0.0222 Epoch 35 Batch 671/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9418, Loss: 0.0236 Epoch 35 Batch 672/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9350, Loss: 0.0229 Epoch 35 Batch 673/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9400, Loss: 0.0284 Epoch 35 Batch 674/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9400, Loss: 0.0228 Epoch 35 Batch 675/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9400, Loss: 0.0253 Epoch 35 Batch 676/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9382, Loss: 0.0216 Epoch 35 Batch 677/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9382, Loss: 0.0293 Epoch 35 Batch 678/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9382, Loss: 0.0197 Epoch 35 Batch 679/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9361, Loss: 0.0223 Epoch 35 Batch 680/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9361, Loss: 0.0333 Epoch 35 Batch 681/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9361, Loss: 0.0204 Epoch 35 Batch 682/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9361, Loss: 0.0211 Epoch 35 Batch 683/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9311, Loss: 0.0194 Epoch 35 Batch 684/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9311, Loss: 0.0230 Epoch 35 Batch 685/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9311, Loss: 0.0320 Epoch 35 Batch 686/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9361, Loss: 0.0230 Epoch 35 Batch 687/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9403, Loss: 0.0244 Epoch 35 Batch 688/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9403, Loss: 0.0233 Epoch 35 Batch 689/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9400, Loss: 0.0156 Epoch 35 Batch 690/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9453, Loss: 0.0253 Epoch 35 Batch 691/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9492, Loss: 0.0249 Epoch 35 Batch 692/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9467, Loss: 0.0225 Epoch 35 Batch 693/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9460, Loss: 0.0388 Epoch 35 Batch 694/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9506, Loss: 0.0238 Epoch 35 Batch 695/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0249 Epoch 35 Batch 696/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9531, Loss: 0.0255 Epoch 35 Batch 697/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9577, Loss: 0.0266 Epoch 35 Batch 698/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9528, Loss: 0.0221 Epoch 35 Batch 699/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9624, Loss: 0.0227 Epoch 35 Batch 700/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9624, Loss: 0.0225 Epoch 35 Batch 701/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9567, Loss: 0.0219 Epoch 35 Batch 702/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9567, Loss: 0.0328 Epoch 35 Batch 703/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0267 Epoch 35 Batch 704/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9624, Loss: 0.0341 Epoch 35 Batch 705/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9574, Loss: 0.0294 Epoch 35 Batch 706/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9570, Loss: 0.0415 Epoch 35 Batch 707/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9524, Loss: 0.0297 Epoch 35 Batch 708/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9524, Loss: 0.0232 Epoch 35 Batch 709/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9460, Loss: 0.0308 Epoch 35 Batch 710/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9400, Loss: 0.0192 Epoch 35 Batch 711/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9396, Loss: 0.0306 Epoch 35 Batch 712/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9442, Loss: 0.0189 Epoch 35 Batch 713/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9396, Loss: 0.0221 Epoch 35 Batch 714/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9396, Loss: 0.0239 Epoch 35 Batch 715/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9400, Loss: 0.0287 Epoch 35 Batch 716/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9350, Loss: 0.0205 Epoch 35 Batch 717/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9304, Loss: 0.0172 Epoch 35 Batch 718/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9300, Loss: 0.0246 Epoch 35 Batch 719/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9300, Loss: 0.0295 Epoch 35 Batch 720/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9311, Loss: 0.0238 Epoch 35 Batch 721/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9357, Loss: 0.0265 Epoch 35 Batch 722/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9357, Loss: 0.0211 Epoch 35 Batch 723/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9322, Loss: 0.0275 Epoch 35 Batch 724/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9421, Loss: 0.0234 Epoch 35 Batch 725/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9421, Loss: 0.0189 Epoch 35 Batch 726/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9421, Loss: 0.0228 Epoch 35 Batch 727/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0206 Epoch 35 Batch 728/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9414, Loss: 0.0288 Epoch 35 Batch 729/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9411, Loss: 0.0293 Epoch 35 Batch 730/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9411, Loss: 0.0317 Epoch 35 Batch 731/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9474, Loss: 0.0269 Epoch 35 Batch 732/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9460, Loss: 0.0278 Epoch 35 Batch 733/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9418, Loss: 0.0264 Epoch 35 Batch 734/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9400, Loss: 0.0210 Epoch 35 Batch 735/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9400, Loss: 0.0198 Epoch 35 Batch 736/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9425, Loss: 0.0218 Epoch 35 Batch 737/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9421, Loss: 0.0255 Epoch 35 Batch 738/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9506, Loss: 0.0157 Epoch 35 Batch 739/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0263 Epoch 35 Batch 740/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9528, Loss: 0.0193 Epoch 35 Batch 741/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0301 Epoch 35 Batch 742/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9474, Loss: 0.0231 Epoch 35 Batch 743/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9521, Loss: 0.0264 Epoch 35 Batch 744/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9478, Loss: 0.0277 Epoch 35 Batch 745/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9478, Loss: 0.0265 Epoch 35 Batch 746/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0220 Epoch 35 Batch 747/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9460, Loss: 0.0179 Epoch 35 Batch 748/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9506, Loss: 0.0218 Epoch 35 Batch 749/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9506, Loss: 0.0192 Epoch 35 Batch 750/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9506, Loss: 0.0239 Epoch 35 Batch 751/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9382, Loss: 0.0285 Epoch 35 Batch 752/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9432, Loss: 0.0239 Epoch 35 Batch 753/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9474, Loss: 0.0258 Epoch 35 Batch 754/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0265 Epoch 35 Batch 755/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0301 Epoch 35 Batch 756/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9425, Loss: 0.0207 Epoch 35 Batch 757/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9471, Loss: 0.0244 Epoch 35 Batch 758/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9485, Loss: 0.0187 Epoch 35 Batch 759/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9535, Loss: 0.0238 Epoch 35 Batch 760/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9535, Loss: 0.0303 Epoch 35 Batch 761/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9535, Loss: 0.0230 Epoch 35 Batch 762/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9609, Loss: 0.0231 Epoch 35 Batch 763/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9474, Loss: 0.0270 Epoch 35 Batch 764/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9474, Loss: 0.0198 Epoch 35 Batch 765/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9521, Loss: 0.0300 Epoch 35 Batch 766/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9585, Loss: 0.0301 Epoch 35 Batch 767/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9510, Loss: 0.0251 Epoch 35 Batch 768/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9503, Loss: 0.0223 Epoch 35 Batch 769/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9570, Loss: 0.0262 Epoch 35 Batch 770/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9620, Loss: 0.0232 Epoch 35 Batch 771/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0204 Epoch 35 Batch 772/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9570, Loss: 0.0233 Epoch 35 Batch 773/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9513, Loss: 0.0219 Epoch 35 Batch 774/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9592, Loss: 0.0232 Epoch 35 Batch 775/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9545, Loss: 0.0253 Epoch 35 Batch 776/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9542, Loss: 0.0216 Epoch 35 Batch 777/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0186 Epoch 35 Batch 778/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9592, Loss: 0.0250 Epoch 35 Batch 779/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9542, Loss: 0.0192 Epoch 35 Batch 780/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9517, Loss: 0.0309 Epoch 35 Batch 781/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9570, Loss: 0.0218 Epoch 35 Batch 782/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9602, Loss: 0.0240 Epoch 35 Batch 783/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9556, Loss: 0.0268 Epoch 35 Batch 784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9556, Loss: 0.0151 Epoch 35 Batch 785/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9538, Loss: 0.0188 Epoch 35 Batch 786/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9535, Loss: 0.0203 Epoch 35 Batch 787/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9506, Loss: 0.0229 Epoch 35 Batch 788/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0235 Epoch 35 Batch 789/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9482, Loss: 0.0267 Epoch 35 Batch 790/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9492, Loss: 0.0312 Epoch 35 Batch 791/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9538, Loss: 0.0324 Epoch 35 Batch 792/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9485, Loss: 0.0252 Epoch 35 Batch 793/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9485, Loss: 0.0226 Epoch 35 Batch 794/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9489, Loss: 0.0190 Epoch 35 Batch 795/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0285 Epoch 35 Batch 796/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9599, Loss: 0.0260 Epoch 35 Batch 797/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9599, Loss: 0.0262 Epoch 35 Batch 798/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9556, Loss: 0.0197 Epoch 35 Batch 799/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9577, Loss: 0.0408 Epoch 35 Batch 800/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9521, Loss: 0.0214 Epoch 35 Batch 801/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9450, Loss: 0.0207 Epoch 35 Batch 802/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9510, Loss: 0.0312 Epoch 35 Batch 803/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9457, Loss: 0.0246 Epoch 35 Batch 804/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9432, Loss: 0.0154 Epoch 35 Batch 805/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9432, Loss: 0.0254 Epoch 35 Batch 806/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9478, Loss: 0.0216 Epoch 35 Batch 807/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9375, Loss: 0.0195 Epoch 35 Batch 808/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9421, Loss: 0.0380 Epoch 35 Batch 809/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9467, Loss: 0.0356 Epoch 35 Batch 810/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9467, Loss: 0.0201 Epoch 35 Batch 811/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9439, Loss: 0.0249 Epoch 35 Batch 812/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9471, Loss: 0.0240 Epoch 35 Batch 813/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9485, Loss: 0.0287 Epoch 35 Batch 814/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9492, Loss: 0.0279 Epoch 35 Batch 815/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9517, Loss: 0.0296 Epoch 35 Batch 816/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9545, Loss: 0.0238 Epoch 35 Batch 817/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9570, Loss: 0.0217 Epoch 35 Batch 818/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9595, Loss: 0.0275 Epoch 35 Batch 819/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9648, Loss: 0.0261 Epoch 35 Batch 820/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9648, Loss: 0.0225 Epoch 35 Batch 821/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0247 Epoch 35 Batch 822/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0232 Epoch 35 Batch 823/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9567, Loss: 0.0229 Epoch 35 Batch 824/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9616, Loss: 0.0251 Epoch 35 Batch 825/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0178 Epoch 35 Batch 826/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9574, Loss: 0.0253 Epoch 35 Batch 827/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9478, Loss: 0.0232 Epoch 35 Batch 828/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9453, Loss: 0.0219 Epoch 35 Batch 829/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9453, Loss: 0.0303 Epoch 35 Batch 830/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9506, Loss: 0.0324 Epoch 35 Batch 831/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9599, Loss: 0.0238 Epoch 35 Batch 832/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9620, Loss: 0.0179 Epoch 35 Batch 833/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9542, Loss: 0.0313 Epoch 35 Batch 834/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9585, Loss: 0.0239 Epoch 35 Batch 835/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9531, Loss: 0.0295 Epoch 35 Batch 836/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9531, Loss: 0.0214 Epoch 35 Batch 837/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0273 Epoch 35 Batch 838/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9535, Loss: 0.0279 Epoch 35 Batch 839/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9588, Loss: 0.0183 Epoch 35 Batch 840/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9670, Loss: 0.0262 Epoch 35 Batch 841/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9556, Loss: 0.0367 Epoch 35 Batch 842/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9450, Loss: 0.0198 Epoch 35 Batch 843/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9421, Loss: 0.0186 Epoch 35 Batch 844/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9450, Loss: 0.0220 Epoch 35 Batch 845/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9513, Loss: 0.0219 Epoch 35 Batch 846/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9556, Loss: 0.0321 Epoch 35 Batch 847/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0242 Epoch 35 Batch 848/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9531, Loss: 0.0209 Epoch 35 Batch 849/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9595, Loss: 0.0165 Epoch 35 Batch 850/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9627, Loss: 0.0355 Epoch 35 Batch 851/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9581, Loss: 0.0327 Epoch 35 Batch 852/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9531, Loss: 0.0327 Epoch 35 Batch 853/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9492, Loss: 0.0242 Epoch 35 Batch 854/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0291 Epoch 35 Batch 855/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9496, Loss: 0.0322 Epoch 35 Batch 856/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9513, Loss: 0.0259 Epoch 35 Batch 857/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9528, Loss: 0.0194 Epoch 35 Batch 858/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9506, Loss: 0.0185 Epoch 35 Batch 859/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9513, Loss: 0.0239 Epoch 35 Batch 860/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9467, Loss: 0.0298 Epoch 35 Batch 861/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9471, Loss: 0.0210 Epoch 35 Batch 862/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9471, Loss: 0.0276 Epoch 35 Batch 863/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0227 Epoch 35 Batch 864/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9577, Loss: 0.0283 Epoch 35 Batch 865/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9620, Loss: 0.0257 Epoch 35 Batch 866/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9599, Loss: 0.0272 Epoch 35 Batch 867/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9627, Loss: 0.0623 Epoch 35 Batch 868/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9577, Loss: 0.0283 Epoch 35 Batch 869/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9602, Loss: 0.0191 Epoch 35 Batch 870/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9602, Loss: 0.0207 Epoch 35 Batch 871/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9602, Loss: 0.0216 Epoch 35 Batch 872/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0235 Epoch 35 Batch 873/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0232 Epoch 35 Batch 874/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9457, Loss: 0.0256 Epoch 35 Batch 875/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9506, Loss: 0.0223 Epoch 35 Batch 876/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9464, Loss: 0.0229 Epoch 35 Batch 877/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9464, Loss: 0.0189 Epoch 35 Batch 878/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9464, Loss: 0.0197 Epoch 35 Batch 879/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9464, Loss: 0.0157 Epoch 35 Batch 880/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9414, Loss: 0.0253 Epoch 35 Batch 881/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9460, Loss: 0.0299 Epoch 35 Batch 882/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9460, Loss: 0.0207 Epoch 35 Batch 883/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9503, Loss: 0.0321 Epoch 35 Batch 884/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9553, Loss: 0.0259 Epoch 35 Batch 885/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0147 Epoch 35 Batch 886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9553, Loss: 0.0263 Epoch 35 Batch 887/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9457, Loss: 0.0243 Epoch 35 Batch 888/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0239 Epoch 35 Batch 889/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9460, Loss: 0.0280 Epoch 35 Batch 890/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9411, Loss: 0.0278 Epoch 35 Batch 891/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9464, Loss: 0.0205 Epoch 35 Batch 892/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9460, Loss: 0.0210 Epoch 35 Batch 893/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0223 Epoch 35 Batch 894/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9482, Loss: 0.0214 Epoch 35 Batch 895/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0205 Epoch 35 Batch 896/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9467, Loss: 0.0221 Epoch 35 Batch 897/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0208 Epoch 35 Batch 898/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9428, Loss: 0.0249 Epoch 35 Batch 899/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9428, Loss: 0.0296 Epoch 35 Batch 900/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9439, Loss: 0.0280 Epoch 35 Batch 901/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9489, Loss: 0.0353 Epoch 35 Batch 902/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9489, Loss: 0.0282 Epoch 35 Batch 903/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9538, Loss: 0.0226 Epoch 35 Batch 904/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0243 Epoch 35 Batch 905/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0200 Epoch 35 Batch 906/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9581, Loss: 0.0221 Epoch 35 Batch 907/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0268 Epoch 35 Batch 908/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9585, Loss: 0.0240 Epoch 35 Batch 909/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9585, Loss: 0.0307 Epoch 35 Batch 910/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0264 Epoch 35 Batch 911/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9577, Loss: 0.0338 Epoch 35 Batch 912/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9577, Loss: 0.0254 Epoch 35 Batch 913/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9627, Loss: 0.0302 Epoch 35 Batch 914/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9624, Loss: 0.0580 Epoch 35 Batch 915/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9624, Loss: 0.0191 Epoch 35 Batch 916/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9624, Loss: 0.0245 Epoch 35 Batch 917/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9670, Loss: 0.0274 Epoch 35 Batch 918/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9666, Loss: 0.0225 Epoch 35 Batch 919/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9666, Loss: 0.0204 Epoch 35 Batch 920/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9588, Loss: 0.0214 Epoch 35 Batch 921/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9542, Loss: 0.0251 Epoch 35 Batch 922/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9542, Loss: 0.0233 Epoch 35 Batch 923/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9542, Loss: 0.0168 Epoch 35 Batch 924/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9638, Loss: 0.0286 Epoch 35 Batch 925/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9585, Loss: 0.0221 Epoch 35 Batch 926/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9641, Loss: 0.0265 Epoch 35 Batch 927/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9645, Loss: 0.0303 Epoch 35 Batch 928/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0311 Epoch 35 Batch 929/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9535, Loss: 0.0230 Epoch 35 Batch 930/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0201 Epoch 35 Batch 931/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9482, Loss: 0.0245 Epoch 35 Batch 932/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9503, Loss: 0.0209 Epoch 35 Batch 933/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9474, Loss: 0.0236 Epoch 35 Batch 934/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9531, Loss: 0.0212 Epoch 35 Batch 935/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9482, Loss: 0.0249 Epoch 35 Batch 936/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9435, Loss: 0.0251 Epoch 35 Batch 937/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9482, Loss: 0.0392 Epoch 35 Batch 938/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9485, Loss: 0.0309 Epoch 35 Batch 939/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9485, Loss: 0.0307 Epoch 35 Batch 940/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9556, Loss: 0.0239 Epoch 35 Batch 941/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9581, Loss: 0.0245 Epoch 35 Batch 942/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9641, Loss: 0.0345 Epoch 35 Batch 943/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9641, Loss: 0.0223 Epoch 35 Batch 944/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9542, Loss: 0.0227 Epoch 35 Batch 945/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0214 Epoch 35 Batch 946/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9535, Loss: 0.0168 Epoch 35 Batch 947/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9531, Loss: 0.0265 Epoch 35 Batch 948/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9489, Loss: 0.0261 Epoch 35 Batch 949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9492, Loss: 0.0193 Epoch 35 Batch 950/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9492, Loss: 0.0249 Epoch 35 Batch 951/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9499, Loss: 0.0269 Epoch 35 Batch 952/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0190 Epoch 35 Batch 953/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9563, Loss: 0.0230 Epoch 35 Batch 954/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0318 Epoch 35 Batch 955/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0285 Epoch 35 Batch 956/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0242 Epoch 35 Batch 957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9577, Loss: 0.0176 Epoch 35 Batch 958/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9577, Loss: 0.0230 Epoch 35 Batch 959/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9560, Loss: 0.0309 Epoch 35 Batch 960/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9560, Loss: 0.0236 Epoch 35 Batch 961/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0197 Epoch 35 Batch 962/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9545, Loss: 0.0267 Epoch 35 Batch 963/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9588, Loss: 0.0345 Epoch 35 Batch 964/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9538, Loss: 0.0229 Epoch 35 Batch 965/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9492, Loss: 0.0406 Epoch 35 Batch 966/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0246 Epoch 35 Batch 967/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9499, Loss: 0.0322 Epoch 35 Batch 968/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9492, Loss: 0.0331 Epoch 35 Batch 969/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9499, Loss: 0.0350 Epoch 35 Batch 970/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9524, Loss: 0.0276 Epoch 35 Batch 971/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9570, Loss: 0.0331 Epoch 35 Batch 972/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9524, Loss: 0.0270 Epoch 35 Batch 973/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9528, Loss: 0.0192 Epoch 35 Batch 974/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9577, Loss: 0.0234 Epoch 35 Batch 975/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9528, Loss: 0.0222 Epoch 35 Batch 976/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9460, Loss: 0.0213 Epoch 35 Batch 977/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9460, Loss: 0.0177 Epoch 35 Batch 978/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9510, Loss: 0.0302 Epoch 35 Batch 979/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9585, Loss: 0.0236 Epoch 35 Batch 980/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0259 Epoch 35 Batch 981/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9460, Loss: 0.0312 Epoch 35 Batch 982/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9510, Loss: 0.0312 Epoch 35 Batch 983/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9513, Loss: 0.0235 Epoch 35 Batch 984/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9574, Loss: 0.0292 Epoch 35 Batch 985/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9524, Loss: 0.0204 Epoch 35 Batch 986/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9421, Loss: 0.0251 Epoch 35 Batch 987/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9379, Loss: 0.0227 Epoch 35 Batch 988/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9379, Loss: 0.0262 Epoch 35 Batch 989/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9379, Loss: 0.0273 Epoch 35 Batch 990/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9350, Loss: 0.0308 Epoch 35 Batch 991/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9403, Loss: 0.0215 Epoch 35 Batch 992/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9400, Loss: 0.0297 Epoch 35 Batch 993/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9386, Loss: 0.0181 Epoch 35 Batch 994/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0208 Epoch 35 Batch 995/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9457, Loss: 0.0209 Epoch 35 Batch 996/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9521, Loss: 0.0253 Epoch 35 Batch 997/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9421, Loss: 0.0259 Epoch 35 Batch 998/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9474, Loss: 0.0219 Epoch 35 Batch 999/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9474, Loss: 0.0284 Epoch 35 Batch 1000/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9474, Loss: 0.0300 Epoch 35 Batch 1001/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9474, Loss: 0.0213 Epoch 35 Batch 1002/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0160 Epoch 35 Batch 1003/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9428, Loss: 0.0241 Epoch 35 Batch 1004/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9471, Loss: 0.0236 Epoch 35 Batch 1005/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0229 Epoch 35 Batch 1006/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9492, Loss: 0.0214 Epoch 35 Batch 1007/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9496, Loss: 0.0194 Epoch 35 Batch 1008/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9545, Loss: 0.0316 Epoch 35 Batch 1009/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9542, Loss: 0.0171 Epoch 35 Batch 1010/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0201 Epoch 35 Batch 1011/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9496, Loss: 0.0222 Epoch 35 Batch 1012/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9457, Loss: 0.0175 Epoch 35 Batch 1013/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9485, Loss: 0.0159 Epoch 35 Batch 1014/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9531, Loss: 0.0257 Epoch 35 Batch 1015/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9531, Loss: 0.0339 Epoch 35 Batch 1016/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0197 Epoch 35 Batch 1017/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9545, Loss: 0.0217 Epoch 35 Batch 1018/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9545, Loss: 0.0337 Epoch 35 Batch 1019/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9545, Loss: 0.0322 Epoch 35 Batch 1020/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9542, Loss: 0.0194 Epoch 35 Batch 1021/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0239 Epoch 35 Batch 1022/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9513, Loss: 0.0224 Epoch 35 Batch 1023/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9542, Loss: 0.0252 Epoch 35 Batch 1024/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9545, Loss: 0.0282 Epoch 35 Batch 1025/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9535, Loss: 0.0249 Epoch 35 Batch 1026/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9517, Loss: 0.0291 Epoch 35 Batch 1027/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9471, Loss: 0.0220 Epoch 35 Batch 1028/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9471, Loss: 0.0239 Epoch 35 Batch 1029/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9574, Loss: 0.0205 Epoch 35 Batch 1030/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9531, Loss: 0.0211 Epoch 35 Batch 1031/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9581, Loss: 0.0305 Epoch 35 Batch 1032/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9627, Loss: 0.0281 Epoch 35 Batch 1033/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9588, Loss: 0.0249 Epoch 35 Batch 1034/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9634, Loss: 0.0237 Epoch 35 Batch 1035/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9634, Loss: 0.0173 Epoch 35 Batch 1036/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9585, Loss: 0.0283 Epoch 35 Batch 1037/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9634, Loss: 0.0255 Epoch 35 Batch 1038/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9634, Loss: 0.0334 Epoch 35 Batch 1039/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9478, Loss: 0.0284 Epoch 35 Batch 1040/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9474, Loss: 0.0220 Epoch 35 Batch 1041/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9474, Loss: 0.0321 Epoch 35 Batch 1042/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9467, Loss: 0.0247 Epoch 35 Batch 1043/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9524, Loss: 0.0393 Epoch 35 Batch 1044/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9496, Loss: 0.0268 Epoch 35 Batch 1045/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9592, Loss: 0.0260 Epoch 35 Batch 1046/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0172 Epoch 35 Batch 1047/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0198 Epoch 35 Batch 1048/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9506, Loss: 0.0291 Epoch 35 Batch 1049/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0254 Epoch 35 Batch 1050/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9535, Loss: 0.0176 Epoch 35 Batch 1051/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9538, Loss: 0.0356 Epoch 35 Batch 1052/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9489, Loss: 0.0235 Epoch 35 Batch 1053/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9616, Loss: 0.0258 Epoch 35 Batch 1054/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9616, Loss: 0.0236 Epoch 35 Batch 1055/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9613, Loss: 0.0280 Epoch 35 Batch 1056/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0210 Epoch 35 Batch 1057/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9602, Loss: 0.0206 Epoch 35 Batch 1058/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9602, Loss: 0.0262 Epoch 35 Batch 1059/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9560, Loss: 0.0314 Epoch 35 Batch 1060/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0164 Epoch 35 Batch 1061/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9485, Loss: 0.0366 Epoch 35 Batch 1062/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9577, Loss: 0.0307 Epoch 35 Batch 1063/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9556, Loss: 0.0280 Epoch 35 Batch 1064/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9510, Loss: 0.0225 Epoch 35 Batch 1065/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9457, Loss: 0.0236 Epoch 35 Batch 1066/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9425, Loss: 0.0182 Epoch 35 Batch 1067/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9428, Loss: 0.0244 Epoch 35 Batch 1068/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9425, Loss: 0.0169 Epoch 35 Batch 1069/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9478, Loss: 0.0187 Epoch 35 Batch 1070/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9471, Loss: 0.0189 Epoch 35 Batch 1071/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9467, Loss: 0.0241 Epoch 35 Batch 1072/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9393, Loss: 0.0221 Epoch 35 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9386, Loss: 0.0224 Epoch 35 Batch 1074/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9407, Loss: 0.0293 Epoch 35 Batch 1075/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9386, Loss: 0.0281 Epoch 36 Batch 1/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9425, Loss: 0.0177 Epoch 36 Batch 2/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9471, Loss: 0.0250 Epoch 36 Batch 3/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9471, Loss: 0.0310 Epoch 36 Batch 4/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9545, Loss: 0.0210 Epoch 36 Batch 5/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9549, Loss: 0.0356 Epoch 36 Batch 6/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9545, Loss: 0.0200 Epoch 36 Batch 7/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9542, Loss: 0.0275 Epoch 36 Batch 8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0209 Epoch 36 Batch 9/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9467, Loss: 0.0204 Epoch 36 Batch 10/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9467, Loss: 0.0249 Epoch 36 Batch 11/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9464, Loss: 0.0329 Epoch 36 Batch 12/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9503, Loss: 0.0205 Epoch 36 Batch 13/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9499, Loss: 0.0343 Epoch 36 Batch 14/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9499, Loss: 0.0198 Epoch 36 Batch 15/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0207 Epoch 36 Batch 16/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9560, Loss: 0.0257 Epoch 36 Batch 17/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9577, Loss: 0.0214 Epoch 36 Batch 18/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0204 Epoch 36 Batch 19/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9560, Loss: 0.0209 Epoch 36 Batch 20/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9510, Loss: 0.0208 Epoch 36 Batch 21/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9510, Loss: 0.0279 Epoch 36 Batch 22/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9577, Loss: 0.0252 Epoch 36 Batch 23/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0182 Epoch 36 Batch 24/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9542, Loss: 0.0286 Epoch 36 Batch 25/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9535, Loss: 0.0141 Epoch 36 Batch 26/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9538, Loss: 0.0324 Epoch 36 Batch 27/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9585, Loss: 0.0180 Epoch 36 Batch 28/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0231 Epoch 36 Batch 29/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0226 Epoch 36 Batch 30/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9567, Loss: 0.0218 Epoch 36 Batch 31/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9510, Loss: 0.0207 Epoch 36 Batch 32/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9556, Loss: 0.0187 Epoch 36 Batch 33/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9577, Loss: 0.0196 Epoch 36 Batch 34/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9570, Loss: 0.0278 Epoch 36 Batch 35/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0266 Epoch 36 Batch 36/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9553, Loss: 0.0210 Epoch 36 Batch 37/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0248 Epoch 36 Batch 38/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9602, Loss: 0.0322 Epoch 36 Batch 39/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9538, Loss: 0.0319 Epoch 36 Batch 40/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0166 Epoch 36 Batch 41/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9439, Loss: 0.0171 Epoch 36 Batch 42/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0322 Epoch 36 Batch 43/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9457, Loss: 0.0136 Epoch 36 Batch 44/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9411, Loss: 0.0161 Epoch 36 Batch 45/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9482, Loss: 0.0279 Epoch 36 Batch 46/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9389, Loss: 0.0306 Epoch 36 Batch 47/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0251 Epoch 36 Batch 48/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9442, Loss: 0.0331 Epoch 36 Batch 49/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0337 Epoch 36 Batch 50/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0218 Epoch 36 Batch 51/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9524, Loss: 0.0270 Epoch 36 Batch 52/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9556, Loss: 0.0349 Epoch 36 Batch 53/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9556, Loss: 0.0221 Epoch 36 Batch 54/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9624, Loss: 0.0439 Epoch 36 Batch 55/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0250 Epoch 36 Batch 56/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9474, Loss: 0.0191 Epoch 36 Batch 57/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9496, Loss: 0.0300 Epoch 36 Batch 58/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9432, Loss: 0.0248 Epoch 36 Batch 59/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9396, Loss: 0.0261 Epoch 36 Batch 60/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9414, Loss: 0.0164 Epoch 36 Batch 61/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9414, Loss: 0.0231 Epoch 36 Batch 62/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9464, Loss: 0.0327 Epoch 36 Batch 63/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9414, Loss: 0.0200 Epoch 36 Batch 64/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0217 Epoch 36 Batch 65/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9492, Loss: 0.0269 Epoch 36 Batch 66/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9439, Loss: 0.0141 Epoch 36 Batch 67/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9435, Loss: 0.0249 Epoch 36 Batch 68/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9435, Loss: 0.0328 Epoch 36 Batch 69/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9435, Loss: 0.0355 Epoch 36 Batch 70/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9403, Loss: 0.0324 Epoch 36 Batch 71/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9396, Loss: 0.0171 Epoch 36 Batch 72/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9396, Loss: 0.0243 Epoch 36 Batch 73/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9407, Loss: 0.0231 Epoch 36 Batch 74/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9496, Loss: 0.0210 Epoch 36 Batch 75/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9521, Loss: 0.0352 Epoch 36 Batch 76/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0180 Epoch 36 Batch 77/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9521, Loss: 0.0277 Epoch 36 Batch 78/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9517, Loss: 0.0225 Epoch 36 Batch 79/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9517, Loss: 0.0230 Epoch 36 Batch 80/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9567, Loss: 0.0222 Epoch 36 Batch 81/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0204 Epoch 36 Batch 82/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9553, Loss: 0.0267 Epoch 36 Batch 83/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9528, Loss: 0.0190 Epoch 36 Batch 84/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9435, Loss: 0.0223 Epoch 36 Batch 85/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9457, Loss: 0.0233 Epoch 36 Batch 86/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9510, Loss: 0.0228 Epoch 36 Batch 87/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9616, Loss: 0.0309 Epoch 36 Batch 88/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9531, Loss: 0.0285 Epoch 36 Batch 89/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9535, Loss: 0.0298 Epoch 36 Batch 90/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9531, Loss: 0.0199 Epoch 36 Batch 91/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9585, Loss: 0.0193 Epoch 36 Batch 92/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9567, Loss: 0.0252 Epoch 36 Batch 93/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9453, Loss: 0.0231 Epoch 36 Batch 94/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9453, Loss: 0.0224 Epoch 36 Batch 95/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9478, Loss: 0.0265 Epoch 36 Batch 96/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9478, Loss: 0.0253 Epoch 36 Batch 97/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9482, Loss: 0.0272 Epoch 36 Batch 98/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9545, Loss: 0.0275 Epoch 36 Batch 99/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9535, Loss: 0.0234 Epoch 36 Batch 100/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0234 Epoch 36 Batch 101/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9542, Loss: 0.0214 Epoch 36 Batch 102/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9542, Loss: 0.0180 Epoch 36 Batch 103/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9592, Loss: 0.0335 Epoch 36 Batch 104/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9506, Loss: 0.0261 Epoch 36 Batch 105/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9556, Loss: 0.0202 Epoch 36 Batch 106/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9595, Loss: 0.0280 Epoch 36 Batch 107/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9538, Loss: 0.0275 Epoch 36 Batch 108/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9588, Loss: 0.0320 Epoch 36 Batch 109/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9588, Loss: 0.0232 Epoch 36 Batch 110/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0189 Epoch 36 Batch 111/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9513, Loss: 0.0219 Epoch 36 Batch 112/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9492, Loss: 0.0196 Epoch 36 Batch 113/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9517, Loss: 0.0295 Epoch 36 Batch 114/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9474, Loss: 0.0197 Epoch 36 Batch 115/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9474, Loss: 0.0298 Epoch 36 Batch 116/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9467, Loss: 0.0406 Epoch 36 Batch 117/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0228 Epoch 36 Batch 118/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9453, Loss: 0.0194 Epoch 36 Batch 119/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9485, Loss: 0.0184 Epoch 36 Batch 120/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0269 Epoch 36 Batch 121/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9435, Loss: 0.0262 Epoch 36 Batch 122/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9414, Loss: 0.0240 Epoch 36 Batch 123/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9457, Loss: 0.0189 Epoch 36 Batch 124/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9457, Loss: 0.0251 Epoch 36 Batch 125/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9457, Loss: 0.0387 Epoch 36 Batch 126/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9553, Loss: 0.0231 Epoch 36 Batch 127/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9545, Loss: 0.0219 Epoch 36 Batch 128/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9496, Loss: 0.0266 Epoch 36 Batch 129/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9450, Loss: 0.0305 Epoch 36 Batch 130/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9503, Loss: 0.0235 Epoch 36 Batch 131/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9503, Loss: 0.0255 Epoch 36 Batch 132/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0212 Epoch 36 Batch 133/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9499, Loss: 0.0204 Epoch 36 Batch 134/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9499, Loss: 0.0217 Epoch 36 Batch 135/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9499, Loss: 0.0240 Epoch 36 Batch 136/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9474, Loss: 0.0181 Epoch 36 Batch 137/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9457, Loss: 0.0220 Epoch 36 Batch 138/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9506, Loss: 0.0256 Epoch 36 Batch 139/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9560, Loss: 0.0269 Epoch 36 Batch 140/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9506, Loss: 0.0219 Epoch 36 Batch 141/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9549, Loss: 0.0215 Epoch 36 Batch 142/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9567, Loss: 0.0234 Epoch 36 Batch 143/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9592, Loss: 0.0222 Epoch 36 Batch 144/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9553, Loss: 0.0333 Epoch 36 Batch 145/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9549, Loss: 0.0228 Epoch 36 Batch 146/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9545, Loss: 0.0598 Epoch 36 Batch 147/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9549, Loss: 0.0205 Epoch 36 Batch 148/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9499, Loss: 0.0255 Epoch 36 Batch 149/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9503, Loss: 0.0188 Epoch 36 Batch 150/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9503, Loss: 0.0230 Epoch 36 Batch 151/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9581, Loss: 0.0178 Epoch 36 Batch 152/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9595, Loss: 0.0283 Epoch 36 Batch 153/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9549, Loss: 0.0348 Epoch 36 Batch 154/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9535, Loss: 0.0228 Epoch 36 Batch 155/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0189 Epoch 36 Batch 156/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0159 Epoch 36 Batch 157/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9585, Loss: 0.0213 Epoch 36 Batch 158/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9606, Loss: 0.0270 Epoch 36 Batch 159/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9606, Loss: 0.0220 Epoch 36 Batch 160/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0224 Epoch 36 Batch 161/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0160 Epoch 36 Batch 162/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0240 Epoch 36 Batch 163/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9574, Loss: 0.0336 Epoch 36 Batch 164/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9577, Loss: 0.0199 Epoch 36 Batch 165/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9524, Loss: 0.0357 Epoch 36 Batch 166/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0229 Epoch 36 Batch 167/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9464, Loss: 0.0209 Epoch 36 Batch 168/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9467, Loss: 0.0313 Epoch 36 Batch 169/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9418, Loss: 0.0213 Epoch 36 Batch 170/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9453, Loss: 0.0285 Epoch 36 Batch 171/1077 - Train Accuracy: 0.9759, Validation Accuracy: 0.9396, Loss: 0.0218 Epoch 36 Batch 172/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9428, Loss: 0.0203 Epoch 36 Batch 173/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9446, Loss: 0.0262 Epoch 36 Batch 174/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0161 Epoch 36 Batch 175/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9474, Loss: 0.0331 Epoch 36 Batch 176/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9538, Loss: 0.0301 Epoch 36 Batch 177/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0254 Epoch 36 Batch 178/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9631, Loss: 0.0237 Epoch 36 Batch 179/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9631, Loss: 0.0274 Epoch 36 Batch 180/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9631, Loss: 0.0214 Epoch 36 Batch 181/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9627, Loss: 0.0272 Epoch 36 Batch 182/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9627, Loss: 0.0268 Epoch 36 Batch 183/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9524, Loss: 0.0262 Epoch 36 Batch 184/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0241 Epoch 36 Batch 185/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9521, Loss: 0.0260 Epoch 36 Batch 186/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9521, Loss: 0.0261 Epoch 36 Batch 187/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9521, Loss: 0.0204 Epoch 36 Batch 188/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0256 Epoch 36 Batch 189/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0204 Epoch 36 Batch 190/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9460, Loss: 0.0190 Epoch 36 Batch 191/1077 - Train Accuracy: 0.9545, Validation Accuracy: 0.9457, Loss: 0.0201 Epoch 36 Batch 192/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9521, Loss: 0.0277 Epoch 36 Batch 193/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0210 Epoch 36 Batch 194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9474, Loss: 0.0162 Epoch 36 Batch 195/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9524, Loss: 0.0210 Epoch 36 Batch 196/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0156 Epoch 36 Batch 197/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9517, Loss: 0.0281 Epoch 36 Batch 198/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0259 Epoch 36 Batch 199/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9542, Loss: 0.0204 Epoch 36 Batch 200/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9545, Loss: 0.0232 Epoch 36 Batch 201/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9545, Loss: 0.0213 Epoch 36 Batch 202/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9595, Loss: 0.0198 Epoch 36 Batch 203/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9553, Loss: 0.0260 Epoch 36 Batch 204/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9549, Loss: 0.0386 Epoch 36 Batch 205/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9496, Loss: 0.0344 Epoch 36 Batch 206/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0170 Epoch 36 Batch 207/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9545, Loss: 0.0205 Epoch 36 Batch 208/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9542, Loss: 0.0250 Epoch 36 Batch 209/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9489, Loss: 0.0188 Epoch 36 Batch 210/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9489, Loss: 0.0226 Epoch 36 Batch 211/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9439, Loss: 0.0229 Epoch 36 Batch 212/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9439, Loss: 0.0196 Epoch 36 Batch 213/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9513, Loss: 0.0231 Epoch 36 Batch 214/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9553, Loss: 0.0224 Epoch 36 Batch 215/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9510, Loss: 0.0264 Epoch 36 Batch 216/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9478, Loss: 0.0222 Epoch 36 Batch 217/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9379, Loss: 0.0183 Epoch 36 Batch 218/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9347, Loss: 0.0244 Epoch 36 Batch 219/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9347, Loss: 0.0192 Epoch 36 Batch 220/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9496, Loss: 0.0258 Epoch 36 Batch 221/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9567, Loss: 0.0256 Epoch 36 Batch 222/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0218 Epoch 36 Batch 223/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9528, Loss: 0.0230 Epoch 36 Batch 224/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9471, Loss: 0.0265 Epoch 36 Batch 225/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9471, Loss: 0.0346 Epoch 36 Batch 226/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9368, Loss: 0.0221 Epoch 36 Batch 227/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9414, Loss: 0.0284 Epoch 36 Batch 228/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9407, Loss: 0.0205 Epoch 36 Batch 229/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9400, Loss: 0.0253 Epoch 36 Batch 230/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9400, Loss: 0.0254 Epoch 36 Batch 231/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9425, Loss: 0.0298 Epoch 36 Batch 232/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9432, Loss: 0.0226 Epoch 36 Batch 233/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9411, Loss: 0.0296 Epoch 36 Batch 234/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9460, Loss: 0.0242 Epoch 36 Batch 235/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9528, Loss: 0.0283 Epoch 36 Batch 236/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9485, Loss: 0.0228 Epoch 36 Batch 237/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9485, Loss: 0.0212 Epoch 36 Batch 238/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9489, Loss: 0.0250 Epoch 36 Batch 239/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9485, Loss: 0.0188 Epoch 36 Batch 240/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9482, Loss: 0.0216 Epoch 36 Batch 241/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0153 Epoch 36 Batch 242/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0198 Epoch 36 Batch 243/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9521, Loss: 0.0281 Epoch 36 Batch 244/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9474, Loss: 0.0217 Epoch 36 Batch 245/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9453, Loss: 0.0203 Epoch 36 Batch 246/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0250 Epoch 36 Batch 247/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9492, Loss: 0.0246 Epoch 36 Batch 248/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0215 Epoch 36 Batch 249/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9450, Loss: 0.0173 Epoch 36 Batch 250/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9499, Loss: 0.0270 Epoch 36 Batch 251/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9545, Loss: 0.0258 Epoch 36 Batch 252/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0281 Epoch 36 Batch 253/1077 - Train Accuracy: 0.9503, Validation Accuracy: 0.9549, Loss: 0.0246 Epoch 36 Batch 254/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9599, Loss: 0.0287 Epoch 36 Batch 255/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9599, Loss: 0.0190 Epoch 36 Batch 256/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9553, Loss: 0.0428 Epoch 36 Batch 257/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9553, Loss: 0.0252 Epoch 36 Batch 258/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9602, Loss: 0.0239 Epoch 36 Batch 259/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0218 Epoch 36 Batch 260/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9553, Loss: 0.0207 Epoch 36 Batch 261/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9553, Loss: 0.0218 Epoch 36 Batch 262/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9609, Loss: 0.0227 Epoch 36 Batch 263/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0200 Epoch 36 Batch 264/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0224 Epoch 36 Batch 265/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9609, Loss: 0.0259 Epoch 36 Batch 266/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9606, Loss: 0.0269 Epoch 36 Batch 267/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9577, Loss: 0.0195 Epoch 36 Batch 268/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9577, Loss: 0.0339 Epoch 36 Batch 269/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9577, Loss: 0.0296 Epoch 36 Batch 270/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9531, Loss: 0.0331 Epoch 36 Batch 271/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0211 Epoch 36 Batch 272/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9588, Loss: 0.0498 Epoch 36 Batch 273/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9545, Loss: 0.0228 Epoch 36 Batch 274/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9577, Loss: 0.0276 Epoch 36 Batch 275/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9474, Loss: 0.0238 Epoch 36 Batch 276/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9474, Loss: 0.0386 Epoch 36 Batch 277/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9474, Loss: 0.0186 Epoch 36 Batch 278/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9478, Loss: 0.0311 Epoch 36 Batch 279/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9567, Loss: 0.0278 Epoch 36 Batch 280/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9567, Loss: 0.0285 Epoch 36 Batch 281/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9567, Loss: 0.0244 Epoch 36 Batch 282/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9442, Loss: 0.0279 Epoch 36 Batch 283/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9414, Loss: 0.0206 Epoch 36 Batch 284/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9442, Loss: 0.0227 Epoch 36 Batch 285/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9442, Loss: 0.0253 Epoch 36 Batch 286/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9442, Loss: 0.0258 Epoch 36 Batch 287/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9450, Loss: 0.0288 Epoch 36 Batch 288/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0341 Epoch 36 Batch 289/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0204 Epoch 36 Batch 290/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9446, Loss: 0.0454 Epoch 36 Batch 291/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9450, Loss: 0.0404 Epoch 36 Batch 292/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9453, Loss: 0.0230 Epoch 36 Batch 293/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9453, Loss: 0.0199 Epoch 36 Batch 294/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9403, Loss: 0.0223 Epoch 36 Batch 295/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0278 Epoch 36 Batch 296/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9389, Loss: 0.0227 Epoch 36 Batch 297/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9418, Loss: 0.0269 Epoch 36 Batch 298/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9418, Loss: 0.0294 Epoch 36 Batch 299/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9418, Loss: 0.0262 Epoch 36 Batch 300/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9464, Loss: 0.0177 Epoch 36 Batch 301/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9513, Loss: 0.0176 Epoch 36 Batch 302/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0230 Epoch 36 Batch 303/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9574, Loss: 0.0278 Epoch 36 Batch 304/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9581, Loss: 0.0230 Epoch 36 Batch 305/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9581, Loss: 0.0237 Epoch 36 Batch 306/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9556, Loss: 0.0376 Epoch 36 Batch 307/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9549, Loss: 0.0234 Epoch 36 Batch 308/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9563, Loss: 0.0288 Epoch 36 Batch 309/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9535, Loss: 0.0192 Epoch 36 Batch 310/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9517, Loss: 0.0228 Epoch 36 Batch 311/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9418, Loss: 0.0228 Epoch 36 Batch 312/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9418, Loss: 0.0267 Epoch 36 Batch 313/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9418, Loss: 0.0193 Epoch 36 Batch 314/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9386, Loss: 0.0328 Epoch 36 Batch 315/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9435, Loss: 0.0212 Epoch 36 Batch 316/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9435, Loss: 0.0240 Epoch 36 Batch 317/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9432, Loss: 0.0267 Epoch 36 Batch 318/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0191 Epoch 36 Batch 319/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9535, Loss: 0.0300 Epoch 36 Batch 320/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9535, Loss: 0.0351 Epoch 36 Batch 321/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9510, Loss: 0.0231 Epoch 36 Batch 322/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9503, Loss: 0.0207 Epoch 36 Batch 323/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9549, Loss: 0.0227 Epoch 36 Batch 324/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9435, Loss: 0.0226 Epoch 36 Batch 325/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9393, Loss: 0.0231 Epoch 36 Batch 326/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9347, Loss: 0.0220 Epoch 36 Batch 327/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9368, Loss: 0.0316 Epoch 36 Batch 328/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9418, Loss: 0.0273 Epoch 36 Batch 329/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9403, Loss: 0.0250 Epoch 36 Batch 330/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9432, Loss: 0.0206 Epoch 36 Batch 331/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9432, Loss: 0.0250 Epoch 36 Batch 332/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9485, Loss: 0.0197 Epoch 36 Batch 333/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9531, Loss: 0.0185 Epoch 36 Batch 334/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0201 Epoch 36 Batch 335/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9624, Loss: 0.0229 Epoch 36 Batch 336/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9624, Loss: 0.0625 Epoch 36 Batch 337/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9574, Loss: 0.0239 Epoch 36 Batch 338/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9553, Loss: 0.0349 Epoch 36 Batch 339/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9602, Loss: 0.0160 Epoch 36 Batch 340/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9606, Loss: 0.0269 Epoch 36 Batch 341/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9602, Loss: 0.0319 Epoch 36 Batch 342/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9467, Loss: 0.0195 Epoch 36 Batch 343/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9393, Loss: 0.0318 Epoch 36 Batch 344/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9389, Loss: 0.0274 Epoch 36 Batch 345/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9411, Loss: 0.0226 Epoch 36 Batch 346/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9418, Loss: 0.0273 Epoch 36 Batch 347/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9339, Loss: 0.0172 Epoch 36 Batch 348/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9279, Loss: 0.0216 Epoch 36 Batch 349/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9300, Loss: 0.0232 Epoch 36 Batch 350/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9407, Loss: 0.0215 Epoch 36 Batch 351/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9460, Loss: 0.0255 Epoch 36 Batch 352/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9460, Loss: 0.0214 Epoch 36 Batch 353/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9428, Loss: 0.0290 Epoch 36 Batch 354/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9428, Loss: 0.0277 Epoch 36 Batch 355/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9432, Loss: 0.0251 Epoch 36 Batch 356/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0235 Epoch 36 Batch 357/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9425, Loss: 0.0266 Epoch 36 Batch 358/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9471, Loss: 0.0276 Epoch 36 Batch 359/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9499, Loss: 0.0259 Epoch 36 Batch 360/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9499, Loss: 0.0211 Epoch 36 Batch 361/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9442, Loss: 0.0188 Epoch 36 Batch 362/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9492, Loss: 0.0286 Epoch 36 Batch 363/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9489, Loss: 0.0254 Epoch 36 Batch 364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9482, Loss: 0.0331 Epoch 36 Batch 365/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9428, Loss: 0.0187 Epoch 36 Batch 366/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9386, Loss: 0.0188 Epoch 36 Batch 367/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9315, Loss: 0.0174 Epoch 36 Batch 368/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9318, Loss: 0.0227 Epoch 36 Batch 369/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9435, Loss: 0.0238 Epoch 36 Batch 370/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9460, Loss: 0.0232 Epoch 36 Batch 371/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9411, Loss: 0.0187 Epoch 36 Batch 372/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9435, Loss: 0.0202 Epoch 36 Batch 373/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9492, Loss: 0.0192 Epoch 36 Batch 374/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9492, Loss: 0.0255 Epoch 36 Batch 375/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9496, Loss: 0.0177 Epoch 36 Batch 376/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9496, Loss: 0.0321 Epoch 36 Batch 377/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9496, Loss: 0.0226 Epoch 36 Batch 378/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0173 Epoch 36 Batch 379/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0331 Epoch 36 Batch 380/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9517, Loss: 0.0186 Epoch 36 Batch 381/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9517, Loss: 0.0284 Epoch 36 Batch 382/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9524, Loss: 0.0315 Epoch 36 Batch 383/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9528, Loss: 0.0244 Epoch 36 Batch 384/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9521, Loss: 0.0172 Epoch 36 Batch 385/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9556, Loss: 0.0255 Epoch 36 Batch 386/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9556, Loss: 0.0208 Epoch 36 Batch 387/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9620, Loss: 0.0234 Epoch 36 Batch 388/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9570, Loss: 0.0339 Epoch 36 Batch 389/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9570, Loss: 0.0255 Epoch 36 Batch 390/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9517, Loss: 0.0322 Epoch 36 Batch 391/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0294 Epoch 36 Batch 392/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0342 Epoch 36 Batch 393/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9517, Loss: 0.0219 Epoch 36 Batch 394/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9457, Loss: 0.0256 Epoch 36 Batch 395/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0234 Epoch 36 Batch 396/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9485, Loss: 0.0293 Epoch 36 Batch 397/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0296 Epoch 36 Batch 398/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9482, Loss: 0.0248 Epoch 36 Batch 399/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9428, Loss: 0.0237 Epoch 36 Batch 400/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9428, Loss: 0.0256 Epoch 36 Batch 401/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9474, Loss: 0.0194 Epoch 36 Batch 402/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9446, Loss: 0.0170 Epoch 36 Batch 403/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9446, Loss: 0.0367 Epoch 36 Batch 404/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9403, Loss: 0.0262 Epoch 36 Batch 405/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9400, Loss: 0.0292 Epoch 36 Batch 406/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9457, Loss: 0.0236 Epoch 36 Batch 407/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9460, Loss: 0.0234 Epoch 36 Batch 408/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9460, Loss: 0.0240 Epoch 36 Batch 409/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9389, Loss: 0.0270 Epoch 36 Batch 410/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9386, Loss: 0.0389 Epoch 36 Batch 411/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9411, Loss: 0.0248 Epoch 36 Batch 412/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9407, Loss: 0.0227 Epoch 36 Batch 413/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9464, Loss: 0.0207 Epoch 36 Batch 414/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9425, Loss: 0.0246 Epoch 36 Batch 415/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9411, Loss: 0.0297 Epoch 36 Batch 416/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9421, Loss: 0.0208 Epoch 36 Batch 417/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9393, Loss: 0.0368 Epoch 36 Batch 418/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9396, Loss: 0.0217 Epoch 36 Batch 419/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9400, Loss: 0.0194 Epoch 36 Batch 420/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9407, Loss: 0.0199 Epoch 36 Batch 421/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9393, Loss: 0.0399 Epoch 36 Batch 422/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9382, Loss: 0.0251 Epoch 36 Batch 423/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9354, Loss: 0.0247 Epoch 36 Batch 424/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9411, Loss: 0.0244 Epoch 36 Batch 425/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9403, Loss: 0.0186 Epoch 36 Batch 426/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9403, Loss: 0.0268 Epoch 36 Batch 427/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9446, Loss: 0.0224 Epoch 36 Batch 428/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9364, Loss: 0.0194 Epoch 36 Batch 429/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9364, Loss: 0.0170 Epoch 36 Batch 430/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9364, Loss: 0.0200 Epoch 36 Batch 431/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9318, Loss: 0.0202 Epoch 36 Batch 432/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9379, Loss: 0.0263 Epoch 36 Batch 433/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9329, Loss: 0.0269 Epoch 36 Batch 434/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9379, Loss: 0.0223 Epoch 36 Batch 435/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9332, Loss: 0.0329 Epoch 36 Batch 436/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9254, Loss: 0.0279 Epoch 36 Batch 437/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9318, Loss: 0.0173 Epoch 36 Batch 438/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9332, Loss: 0.0210 Epoch 36 Batch 439/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9382, Loss: 0.0251 Epoch 36 Batch 440/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0293 Epoch 36 Batch 441/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9403, Loss: 0.0238 Epoch 36 Batch 442/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9364, Loss: 0.0310 Epoch 36 Batch 443/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9411, Loss: 0.0229 Epoch 36 Batch 444/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9354, Loss: 0.0263 Epoch 36 Batch 445/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9343, Loss: 0.0260 Epoch 36 Batch 446/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9439, Loss: 0.0174 Epoch 36 Batch 447/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9407, Loss: 0.0238 Epoch 36 Batch 448/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9350, Loss: 0.0297 Epoch 36 Batch 449/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9361, Loss: 0.0352 Epoch 36 Batch 450/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9261, Loss: 0.0247 Epoch 36 Batch 451/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9261, Loss: 0.0217 Epoch 36 Batch 452/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9300, Loss: 0.0229 Epoch 36 Batch 453/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9347, Loss: 0.0248 Epoch 36 Batch 454/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0359 Epoch 36 Batch 455/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9347, Loss: 0.0264 Epoch 36 Batch 456/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9396, Loss: 0.0277 Epoch 36 Batch 457/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9393, Loss: 0.0178 Epoch 36 Batch 458/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9457, Loss: 0.0297 Epoch 36 Batch 459/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0258 Epoch 36 Batch 460/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0263 Epoch 36 Batch 461/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9471, Loss: 0.0257 Epoch 36 Batch 462/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0213 Epoch 36 Batch 463/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9531, Loss: 0.0240 Epoch 36 Batch 464/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9531, Loss: 0.0236 Epoch 36 Batch 465/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9535, Loss: 0.0354 Epoch 36 Batch 466/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9478, Loss: 0.0232 Epoch 36 Batch 467/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9446, Loss: 0.0226 Epoch 36 Batch 468/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9442, Loss: 0.0232 Epoch 36 Batch 469/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9442, Loss: 0.0204 Epoch 36 Batch 470/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9354, Loss: 0.0259 Epoch 36 Batch 471/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9304, Loss: 0.0179 Epoch 36 Batch 472/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9304, Loss: 0.0252 Epoch 36 Batch 473/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9354, Loss: 0.0272 Epoch 36 Batch 474/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9347, Loss: 0.0233 Epoch 36 Batch 475/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9347, Loss: 0.0248 Epoch 36 Batch 476/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9442, Loss: 0.0219 Epoch 36 Batch 477/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9379, Loss: 0.0287 Epoch 36 Batch 478/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9428, Loss: 0.0282 Epoch 36 Batch 479/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9428, Loss: 0.0253 Epoch 36 Batch 480/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9453, Loss: 0.0239 Epoch 36 Batch 481/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9453, Loss: 0.0243 Epoch 36 Batch 482/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9492, Loss: 0.0258 Epoch 36 Batch 483/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9496, Loss: 0.0389 Epoch 36 Batch 484/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9464, Loss: 0.0287 Epoch 36 Batch 485/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9439, Loss: 0.0249 Epoch 36 Batch 486/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9439, Loss: 0.0212 Epoch 36 Batch 487/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9489, Loss: 0.0191 Epoch 36 Batch 488/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9393, Loss: 0.0196 Epoch 36 Batch 489/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9361, Loss: 0.0235 Epoch 36 Batch 490/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9364, Loss: 0.0255 Epoch 36 Batch 491/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9386, Loss: 0.0317 Epoch 36 Batch 492/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9339, Loss: 0.0286 Epoch 36 Batch 493/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9389, Loss: 0.0193 Epoch 36 Batch 494/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9382, Loss: 0.0188 Epoch 36 Batch 495/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9382, Loss: 0.0233 Epoch 36 Batch 496/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9354, Loss: 0.0237 Epoch 36 Batch 497/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9425, Loss: 0.0252 Epoch 36 Batch 498/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9471, Loss: 0.0273 Epoch 36 Batch 499/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9503, Loss: 0.0241 Epoch 36 Batch 500/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0201 Epoch 36 Batch 501/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0180 Epoch 36 Batch 502/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0302 Epoch 36 Batch 503/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9478, Loss: 0.0200 Epoch 36 Batch 504/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9521, Loss: 0.0220 Epoch 36 Batch 505/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9521, Loss: 0.0163 Epoch 36 Batch 506/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9503, Loss: 0.0257 Epoch 36 Batch 507/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9553, Loss: 0.0272 Epoch 36 Batch 508/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9499, Loss: 0.0199 Epoch 36 Batch 509/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9411, Loss: 0.0279 Epoch 36 Batch 510/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9414, Loss: 0.0201 Epoch 36 Batch 511/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9414, Loss: 0.0244 Epoch 36 Batch 512/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9435, Loss: 0.0168 Epoch 36 Batch 513/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9460, Loss: 0.0268 Epoch 36 Batch 514/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9460, Loss: 0.0228 Epoch 36 Batch 515/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9460, Loss: 0.0241 Epoch 36 Batch 516/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0237 Epoch 36 Batch 517/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9460, Loss: 0.0291 Epoch 36 Batch 518/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9457, Loss: 0.0264 Epoch 36 Batch 519/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9499, Loss: 0.0273 Epoch 36 Batch 520/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9535, Loss: 0.0170 Epoch 36 Batch 521/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9592, Loss: 0.0252 Epoch 36 Batch 522/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9499, Loss: 0.0296 Epoch 36 Batch 523/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9503, Loss: 0.0248 Epoch 36 Batch 524/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9499, Loss: 0.0269 Epoch 36 Batch 525/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9499, Loss: 0.0225 Epoch 36 Batch 526/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9428, Loss: 0.0197 Epoch 36 Batch 527/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9428, Loss: 0.0258 Epoch 36 Batch 528/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9428, Loss: 0.0208 Epoch 36 Batch 529/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9567, Loss: 0.0240 Epoch 36 Batch 530/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9567, Loss: 0.0287 Epoch 36 Batch 531/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9489, Loss: 0.0261 Epoch 36 Batch 532/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9439, Loss: 0.0357 Epoch 36 Batch 533/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9446, Loss: 0.0223 Epoch 36 Batch 534/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9496, Loss: 0.0262 Epoch 36 Batch 535/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9450, Loss: 0.0252 Epoch 36 Batch 536/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9446, Loss: 0.0273 Epoch 36 Batch 537/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9496, Loss: 0.0194 Epoch 36 Batch 538/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9553, Loss: 0.0191 Epoch 36 Batch 539/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9602, Loss: 0.0343 Epoch 36 Batch 540/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9602, Loss: 0.0168 Epoch 36 Batch 541/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9599, Loss: 0.0236 Epoch 36 Batch 542/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0202 Epoch 36 Batch 543/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9450, Loss: 0.0205 Epoch 36 Batch 544/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9453, Loss: 0.0145 Epoch 36 Batch 545/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0216 Epoch 36 Batch 546/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9450, Loss: 0.0267 Epoch 36 Batch 547/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9442, Loss: 0.0231 Epoch 36 Batch 548/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9379, Loss: 0.0268 Epoch 36 Batch 549/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9411, Loss: 0.0320 Epoch 36 Batch 550/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9407, Loss: 0.0216 Epoch 36 Batch 551/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9510, Loss: 0.0263 Epoch 36 Batch 552/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9535, Loss: 0.0303 Epoch 36 Batch 553/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0323 Epoch 36 Batch 554/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9531, Loss: 0.0201 Epoch 36 Batch 555/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9489, Loss: 0.0221 Epoch 36 Batch 556/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9453, Loss: 0.0176 Epoch 36 Batch 557/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9428, Loss: 0.0212 Epoch 36 Batch 558/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9428, Loss: 0.0160 Epoch 36 Batch 559/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9428, Loss: 0.0231 Epoch 36 Batch 560/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9428, Loss: 0.0287 Epoch 36 Batch 561/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9428, Loss: 0.0265 Epoch 36 Batch 562/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9428, Loss: 0.0180 Epoch 36 Batch 563/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9421, Loss: 0.0253 Epoch 36 Batch 564/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9467, Loss: 0.0311 Epoch 36 Batch 565/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9428, Loss: 0.0340 Epoch 36 Batch 566/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9421, Loss: 0.0263 Epoch 36 Batch 567/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9393, Loss: 0.0247 Epoch 36 Batch 568/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9442, Loss: 0.0211 Epoch 36 Batch 569/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9492, Loss: 0.0277 Epoch 36 Batch 570/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9499, Loss: 0.0276 Epoch 36 Batch 571/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9506, Loss: 0.0188 Epoch 36 Batch 572/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0233 Epoch 36 Batch 573/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9471, Loss: 0.0404 Epoch 36 Batch 574/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9471, Loss: 0.0237 Epoch 36 Batch 575/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9471, Loss: 0.0189 Epoch 36 Batch 576/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9460, Loss: 0.0203 Epoch 36 Batch 577/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9418, Loss: 0.0265 Epoch 36 Batch 578/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9418, Loss: 0.0214 Epoch 36 Batch 579/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9510, Loss: 0.0242 Epoch 36 Batch 580/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9513, Loss: 0.0189 Epoch 36 Batch 581/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0166 Epoch 36 Batch 582/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9574, Loss: 0.0200 Epoch 36 Batch 583/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9521, Loss: 0.0284 Epoch 36 Batch 584/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9570, Loss: 0.0322 Epoch 36 Batch 585/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9577, Loss: 0.0176 Epoch 36 Batch 586/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9535, Loss: 0.0186 Epoch 36 Batch 587/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9538, Loss: 0.0276 Epoch 36 Batch 588/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9574, Loss: 0.0238 Epoch 36 Batch 589/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9524, Loss: 0.0220 Epoch 36 Batch 590/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9489, Loss: 0.0234 Epoch 36 Batch 591/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9467, Loss: 0.0270 Epoch 36 Batch 592/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9403, Loss: 0.0213 Epoch 36 Batch 593/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9517, Loss: 0.0373 Epoch 36 Batch 594/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0323 Epoch 36 Batch 595/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9538, Loss: 0.0247 Epoch 36 Batch 596/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9535, Loss: 0.0239 Epoch 36 Batch 597/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9535, Loss: 0.0214 Epoch 36 Batch 598/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9531, Loss: 0.0229 Epoch 36 Batch 599/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9602, Loss: 0.0380 Epoch 36 Batch 600/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9531, Loss: 0.0323 Epoch 36 Batch 601/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9574, Loss: 0.0258 Epoch 36 Batch 602/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0269 Epoch 36 Batch 603/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9613, Loss: 0.0252 Epoch 36 Batch 604/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9659, Loss: 0.0375 Epoch 36 Batch 605/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9659, Loss: 0.0305 Epoch 36 Batch 606/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9574, Loss: 0.0192 Epoch 36 Batch 607/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9620, Loss: 0.0321 Epoch 36 Batch 608/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9510, Loss: 0.0293 Epoch 36 Batch 609/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9510, Loss: 0.0316 Epoch 36 Batch 610/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9510, Loss: 0.0264 Epoch 36 Batch 611/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0233 Epoch 36 Batch 612/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9439, Loss: 0.0223 Epoch 36 Batch 613/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9442, Loss: 0.0264 Epoch 36 Batch 614/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9442, Loss: 0.0270 Epoch 36 Batch 615/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9414, Loss: 0.0188 Epoch 36 Batch 616/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9432, Loss: 0.0245 Epoch 36 Batch 617/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9382, Loss: 0.0178 Epoch 36 Batch 618/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9379, Loss: 0.0283 Epoch 36 Batch 619/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9425, Loss: 0.0171 Epoch 36 Batch 620/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9474, Loss: 0.0175 Epoch 36 Batch 621/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9474, Loss: 0.0295 Epoch 36 Batch 622/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9474, Loss: 0.0314 Epoch 36 Batch 623/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9499, Loss: 0.0316 Epoch 36 Batch 624/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9482, Loss: 0.0269 Epoch 36 Batch 625/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9471, Loss: 0.0230 Epoch 36 Batch 626/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9471, Loss: 0.0223 Epoch 36 Batch 627/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9485, Loss: 0.0251 Epoch 36 Batch 628/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0280 Epoch 36 Batch 629/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9489, Loss: 0.0261 Epoch 36 Batch 630/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0223 Epoch 36 Batch 631/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9474, Loss: 0.0282 Epoch 36 Batch 632/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0243 Epoch 36 Batch 633/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9467, Loss: 0.0223 Epoch 36 Batch 634/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9517, Loss: 0.0189 Epoch 36 Batch 635/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9588, Loss: 0.0291 Epoch 36 Batch 636/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9588, Loss: 0.0238 Epoch 36 Batch 637/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9588, Loss: 0.0272 Epoch 36 Batch 638/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9588, Loss: 0.0238 Epoch 36 Batch 639/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9595, Loss: 0.0310 Epoch 36 Batch 640/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0217 Epoch 36 Batch 641/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0223 Epoch 36 Batch 642/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9592, Loss: 0.0224 Epoch 36 Batch 643/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9549, Loss: 0.0193 Epoch 36 Batch 644/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0247 Epoch 36 Batch 645/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9538, Loss: 0.0240 Epoch 36 Batch 646/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9538, Loss: 0.0224 Epoch 36 Batch 647/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9489, Loss: 0.0281 Epoch 36 Batch 648/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9482, Loss: 0.0225 Epoch 36 Batch 649/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9357, Loss: 0.0252 Epoch 36 Batch 650/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9311, Loss: 0.0243 Epoch 36 Batch 651/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9347, Loss: 0.0219 Epoch 36 Batch 652/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9371, Loss: 0.0250 Epoch 36 Batch 653/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9442, Loss: 0.0272 Epoch 36 Batch 654/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9453, Loss: 0.0254 Epoch 36 Batch 655/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9453, Loss: 0.0327 Epoch 36 Batch 656/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9499, Loss: 0.0236 Epoch 36 Batch 657/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9453, Loss: 0.0255 Epoch 36 Batch 658/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0184 Epoch 36 Batch 659/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9482, Loss: 0.0205 Epoch 36 Batch 660/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9382, Loss: 0.0176 Epoch 36 Batch 661/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0243 Epoch 36 Batch 662/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9471, Loss: 0.0223 Epoch 36 Batch 663/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9435, Loss: 0.0195 Epoch 36 Batch 664/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9411, Loss: 0.0234 Epoch 36 Batch 665/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9386, Loss: 0.0195 Epoch 36 Batch 666/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9389, Loss: 0.0253 Epoch 36 Batch 667/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9435, Loss: 0.0259 Epoch 36 Batch 668/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9435, Loss: 0.0205 Epoch 36 Batch 669/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9485, Loss: 0.0175 Epoch 36 Batch 670/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9606, Loss: 0.0207 Epoch 36 Batch 671/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9556, Loss: 0.0240 Epoch 36 Batch 672/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9510, Loss: 0.0225 Epoch 36 Batch 673/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0258 Epoch 36 Batch 674/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9545, Loss: 0.0216 Epoch 36 Batch 675/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9549, Loss: 0.0278 Epoch 36 Batch 676/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9439, Loss: 0.0211 Epoch 36 Batch 677/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9379, Loss: 0.0247 Epoch 36 Batch 678/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9354, Loss: 0.0185 Epoch 36 Batch 679/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9251, Loss: 0.0214 Epoch 36 Batch 680/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9251, Loss: 0.0300 Epoch 36 Batch 681/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9247, Loss: 0.0216 Epoch 36 Batch 682/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9354, Loss: 0.0202 Epoch 36 Batch 683/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9396, Loss: 0.0198 Epoch 36 Batch 684/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9396, Loss: 0.0238 Epoch 36 Batch 685/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9347, Loss: 0.0299 Epoch 36 Batch 686/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9347, Loss: 0.0202 Epoch 36 Batch 687/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9396, Loss: 0.0231 Epoch 36 Batch 688/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9400, Loss: 0.0200 Epoch 36 Batch 689/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9450, Loss: 0.0146 Epoch 36 Batch 690/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0225 Epoch 36 Batch 691/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9453, Loss: 0.0284 Epoch 36 Batch 692/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9506, Loss: 0.0205 Epoch 36 Batch 693/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9400, Loss: 0.0360 Epoch 36 Batch 694/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9450, Loss: 0.0223 Epoch 36 Batch 695/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9453, Loss: 0.0250 Epoch 36 Batch 696/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9556, Loss: 0.0215 Epoch 36 Batch 697/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9560, Loss: 0.0219 Epoch 36 Batch 698/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9560, Loss: 0.0198 Epoch 36 Batch 699/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9581, Loss: 0.0183 Epoch 36 Batch 700/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9581, Loss: 0.0214 Epoch 36 Batch 701/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0246 Epoch 36 Batch 702/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9624, Loss: 0.0366 Epoch 36 Batch 703/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9624, Loss: 0.0221 Epoch 36 Batch 704/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9624, Loss: 0.0334 Epoch 36 Batch 705/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0251 Epoch 36 Batch 706/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9524, Loss: 0.0441 Epoch 36 Batch 707/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9574, Loss: 0.0301 Epoch 36 Batch 708/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9620, Loss: 0.0234 Epoch 36 Batch 709/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9638, Loss: 0.0313 Epoch 36 Batch 710/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0153 Epoch 36 Batch 711/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9574, Loss: 0.0294 Epoch 36 Batch 712/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9524, Loss: 0.0214 Epoch 36 Batch 713/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9474, Loss: 0.0191 Epoch 36 Batch 714/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9453, Loss: 0.0239 Epoch 36 Batch 715/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9503, Loss: 0.0242 Epoch 36 Batch 716/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0209 Epoch 36 Batch 717/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9499, Loss: 0.0159 Epoch 36 Batch 718/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9446, Loss: 0.0243 Epoch 36 Batch 719/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9442, Loss: 0.0275 Epoch 36 Batch 720/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9411, Loss: 0.0252 Epoch 36 Batch 721/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9347, Loss: 0.0235 Epoch 36 Batch 722/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9357, Loss: 0.0237 Epoch 36 Batch 723/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9300, Loss: 0.0248 Epoch 36 Batch 724/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9354, Loss: 0.0301 Epoch 36 Batch 725/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9407, Loss: 0.0183 Epoch 36 Batch 726/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9414, Loss: 0.0185 Epoch 36 Batch 727/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9407, Loss: 0.0205 Epoch 36 Batch 728/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9457, Loss: 0.0279 Epoch 36 Batch 729/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9453, Loss: 0.0236 Epoch 36 Batch 730/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9485, Loss: 0.0324 Epoch 36 Batch 731/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9489, Loss: 0.0229 Epoch 36 Batch 732/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9489, Loss: 0.0251 Epoch 36 Batch 733/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9489, Loss: 0.0252 Epoch 36 Batch 734/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9535, Loss: 0.0203 Epoch 36 Batch 735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9450, Loss: 0.0172 Epoch 36 Batch 736/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9400, Loss: 0.0203 Epoch 36 Batch 737/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9442, Loss: 0.0216 Epoch 36 Batch 738/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9442, Loss: 0.0168 Epoch 36 Batch 739/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9446, Loss: 0.0219 Epoch 36 Batch 740/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9499, Loss: 0.0179 Epoch 36 Batch 741/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0276 Epoch 36 Batch 742/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9513, Loss: 0.0226 Epoch 36 Batch 743/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9510, Loss: 0.0220 Epoch 36 Batch 744/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9510, Loss: 0.0269 Epoch 36 Batch 745/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9460, Loss: 0.0259 Epoch 36 Batch 746/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9439, Loss: 0.0235 Epoch 36 Batch 747/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9485, Loss: 0.0187 Epoch 36 Batch 748/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9485, Loss: 0.0203 Epoch 36 Batch 749/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9485, Loss: 0.0172 Epoch 36 Batch 750/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9482, Loss: 0.0230 Epoch 36 Batch 751/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9386, Loss: 0.0236 Epoch 36 Batch 752/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9386, Loss: 0.0232 Epoch 36 Batch 753/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9375, Loss: 0.0203 Epoch 36 Batch 754/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0212 Epoch 36 Batch 755/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9442, Loss: 0.0279 Epoch 36 Batch 756/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9350, Loss: 0.0203 Epoch 36 Batch 757/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9350, Loss: 0.0213 Epoch 36 Batch 758/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9503, Loss: 0.0195 Epoch 36 Batch 759/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9531, Loss: 0.0249 Epoch 36 Batch 760/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9531, Loss: 0.0293 Epoch 36 Batch 761/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0246 Epoch 36 Batch 762/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9581, Loss: 0.0208 Epoch 36 Batch 763/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9560, Loss: 0.0303 Epoch 36 Batch 764/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9563, Loss: 0.0179 Epoch 36 Batch 765/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9563, Loss: 0.0307 Epoch 36 Batch 766/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9560, Loss: 0.0258 Epoch 36 Batch 767/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0244 Epoch 36 Batch 768/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9560, Loss: 0.0235 Epoch 36 Batch 769/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9602, Loss: 0.0207 Epoch 36 Batch 770/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9577, Loss: 0.0188 Epoch 36 Batch 771/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0222 Epoch 36 Batch 772/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9577, Loss: 0.0211 Epoch 36 Batch 773/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9545, Loss: 0.0242 Epoch 36 Batch 774/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9531, Loss: 0.0222 Epoch 36 Batch 775/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9652, Loss: 0.0234 Epoch 36 Batch 776/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9609, Loss: 0.0245 Epoch 36 Batch 777/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9556, Loss: 0.0184 Epoch 36 Batch 778/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9556, Loss: 0.0254 Epoch 36 Batch 779/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0219 Epoch 36 Batch 780/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9627, Loss: 0.0300 Epoch 36 Batch 781/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9624, Loss: 0.0194 Epoch 36 Batch 782/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9620, Loss: 0.0248 Epoch 36 Batch 783/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9574, Loss: 0.0265 Epoch 36 Batch 784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9521, Loss: 0.0158 Epoch 36 Batch 785/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9464, Loss: 0.0181 Epoch 36 Batch 786/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9467, Loss: 0.0205 Epoch 36 Batch 787/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9517, Loss: 0.0219 Epoch 36 Batch 788/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9545, Loss: 0.0227 Epoch 36 Batch 789/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9496, Loss: 0.0248 Epoch 36 Batch 790/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9478, Loss: 0.0290 Epoch 36 Batch 791/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9446, Loss: 0.0275 Epoch 36 Batch 792/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9414, Loss: 0.0250 Epoch 36 Batch 793/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9411, Loss: 0.0205 Epoch 36 Batch 794/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9464, Loss: 0.0168 Epoch 36 Batch 795/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9464, Loss: 0.0287 Epoch 36 Batch 796/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9453, Loss: 0.0241 Epoch 36 Batch 797/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9478, Loss: 0.0268 Epoch 36 Batch 798/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0233 Epoch 36 Batch 799/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9524, Loss: 0.0352 Epoch 36 Batch 800/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9474, Loss: 0.0245 Epoch 36 Batch 801/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9503, Loss: 0.0222 Epoch 36 Batch 802/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9492, Loss: 0.0290 Epoch 36 Batch 803/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9485, Loss: 0.0232 Epoch 36 Batch 804/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9428, Loss: 0.0180 Epoch 36 Batch 805/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9432, Loss: 0.0265 Epoch 36 Batch 806/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9531, Loss: 0.0161 Epoch 36 Batch 807/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9563, Loss: 0.0169 Epoch 36 Batch 808/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9553, Loss: 0.0344 Epoch 36 Batch 809/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9503, Loss: 0.0401 Epoch 36 Batch 810/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9513, Loss: 0.0181 Epoch 36 Batch 811/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0250 Epoch 36 Batch 812/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9460, Loss: 0.0254 Epoch 36 Batch 813/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0251 Epoch 36 Batch 814/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9496, Loss: 0.0246 Epoch 36 Batch 815/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9545, Loss: 0.0285 Epoch 36 Batch 816/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9542, Loss: 0.0185 Epoch 36 Batch 817/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9549, Loss: 0.0251 Epoch 36 Batch 818/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9549, Loss: 0.0263 Epoch 36 Batch 819/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0247 Epoch 36 Batch 820/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9567, Loss: 0.0216 Epoch 36 Batch 821/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9567, Loss: 0.0227 Epoch 36 Batch 822/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9567, Loss: 0.0208 Epoch 36 Batch 823/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9641, Loss: 0.0215 Epoch 36 Batch 824/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9595, Loss: 0.0287 Epoch 36 Batch 825/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9553, Loss: 0.0143 Epoch 36 Batch 826/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9563, Loss: 0.0234 Epoch 36 Batch 827/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9563, Loss: 0.0259 Epoch 36 Batch 828/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9634, Loss: 0.0184 Epoch 36 Batch 829/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9634, Loss: 0.0331 Epoch 36 Batch 830/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9634, Loss: 0.0305 Epoch 36 Batch 831/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9634, Loss: 0.0263 Epoch 36 Batch 832/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9556, Loss: 0.0203 Epoch 36 Batch 833/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9599, Loss: 0.0308 Epoch 36 Batch 834/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0264 Epoch 36 Batch 835/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0248 Epoch 36 Batch 836/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9432, Loss: 0.0224 Epoch 36 Batch 837/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0300 Epoch 36 Batch 838/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9478, Loss: 0.0249 Epoch 36 Batch 839/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9428, Loss: 0.0168 Epoch 36 Batch 840/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9414, Loss: 0.0241 Epoch 36 Batch 841/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9464, Loss: 0.0364 Epoch 36 Batch 842/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0191 Epoch 36 Batch 843/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9421, Loss: 0.0194 Epoch 36 Batch 844/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9474, Loss: 0.0229 Epoch 36 Batch 845/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9474, Loss: 0.0209 Epoch 36 Batch 846/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9467, Loss: 0.0322 Epoch 36 Batch 847/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0276 Epoch 36 Batch 848/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9574, Loss: 0.0214 Epoch 36 Batch 849/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9595, Loss: 0.0143 Epoch 36 Batch 850/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9542, Loss: 0.0351 Epoch 36 Batch 851/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0311 Epoch 36 Batch 852/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9581, Loss: 0.0366 Epoch 36 Batch 853/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0242 Epoch 36 Batch 854/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9588, Loss: 0.0241 Epoch 36 Batch 855/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9588, Loss: 0.0272 Epoch 36 Batch 856/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9585, Loss: 0.0246 Epoch 36 Batch 857/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9517, Loss: 0.0200 Epoch 36 Batch 858/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9517, Loss: 0.0210 Epoch 36 Batch 859/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9425, Loss: 0.0217 Epoch 36 Batch 860/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9474, Loss: 0.0259 Epoch 36 Batch 861/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9506, Loss: 0.0232 Epoch 36 Batch 862/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9510, Loss: 0.0290 Epoch 36 Batch 863/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0234 Epoch 36 Batch 864/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9439, Loss: 0.0246 Epoch 36 Batch 865/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9460, Loss: 0.0267 Epoch 36 Batch 866/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9510, Loss: 0.0268 Epoch 36 Batch 867/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9482, Loss: 0.0628 Epoch 36 Batch 868/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9482, Loss: 0.0260 Epoch 36 Batch 869/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9553, Loss: 0.0199 Epoch 36 Batch 870/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9513, Loss: 0.0194 Epoch 36 Batch 871/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9549, Loss: 0.0223 Epoch 36 Batch 872/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0257 Epoch 36 Batch 873/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0233 Epoch 36 Batch 874/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9503, Loss: 0.0228 Epoch 36 Batch 875/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9556, Loss: 0.0212 Epoch 36 Batch 876/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9418, Loss: 0.0195 Epoch 36 Batch 877/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9464, Loss: 0.0192 Epoch 36 Batch 878/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0155 Epoch 36 Batch 879/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9460, Loss: 0.0175 Epoch 36 Batch 880/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9460, Loss: 0.0264 Epoch 36 Batch 881/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9464, Loss: 0.0269 Epoch 36 Batch 882/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9464, Loss: 0.0239 Epoch 36 Batch 883/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9414, Loss: 0.0335 Epoch 36 Batch 884/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9460, Loss: 0.0313 Epoch 36 Batch 885/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9460, Loss: 0.0184 Epoch 36 Batch 886/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9506, Loss: 0.0224 Epoch 36 Batch 887/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9556, Loss: 0.0315 Epoch 36 Batch 888/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9442, Loss: 0.0229 Epoch 36 Batch 889/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9393, Loss: 0.0281 Epoch 36 Batch 890/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9393, Loss: 0.0270 Epoch 36 Batch 891/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9364, Loss: 0.0205 Epoch 36 Batch 892/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9364, Loss: 0.0254 Epoch 36 Batch 893/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9364, Loss: 0.0243 Epoch 36 Batch 894/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9364, Loss: 0.0179 Epoch 36 Batch 895/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9371, Loss: 0.0198 Epoch 36 Batch 896/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9371, Loss: 0.0241 Epoch 36 Batch 897/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9425, Loss: 0.0214 Epoch 36 Batch 898/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9471, Loss: 0.0236 Epoch 36 Batch 899/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9450, Loss: 0.0254 Epoch 36 Batch 900/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9457, Loss: 0.0293 Epoch 36 Batch 901/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9407, Loss: 0.0355 Epoch 36 Batch 902/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9400, Loss: 0.0285 Epoch 36 Batch 903/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9471, Loss: 0.0199 Epoch 36 Batch 904/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9570, Loss: 0.0235 Epoch 36 Batch 905/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0180 Epoch 36 Batch 906/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0213 Epoch 36 Batch 907/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0257 Epoch 36 Batch 908/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0215 Epoch 36 Batch 909/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9627, Loss: 0.0334 Epoch 36 Batch 910/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9677, Loss: 0.0282 Epoch 36 Batch 911/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9677, Loss: 0.0278 Epoch 36 Batch 912/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9677, Loss: 0.0207 Epoch 36 Batch 913/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9677, Loss: 0.0305 Epoch 36 Batch 914/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9631, Loss: 0.0531 Epoch 36 Batch 915/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9631, Loss: 0.0189 Epoch 36 Batch 916/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9631, Loss: 0.0239 Epoch 36 Batch 917/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9631, Loss: 0.0254 Epoch 36 Batch 918/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9535, Loss: 0.0222 Epoch 36 Batch 919/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9535, Loss: 0.0159 Epoch 36 Batch 920/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9542, Loss: 0.0178 Epoch 36 Batch 921/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9588, Loss: 0.0233 Epoch 36 Batch 922/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9499, Loss: 0.0196 Epoch 36 Batch 923/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9545, Loss: 0.0166 Epoch 36 Batch 924/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9545, Loss: 0.0308 Epoch 36 Batch 925/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9545, Loss: 0.0189 Epoch 36 Batch 926/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9545, Loss: 0.0247 Epoch 36 Batch 927/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9538, Loss: 0.0275 Epoch 36 Batch 928/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0208 Epoch 36 Batch 929/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0191 Epoch 36 Batch 930/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0184 Epoch 36 Batch 931/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9531, Loss: 0.0242 Epoch 36 Batch 932/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9489, Loss: 0.0192 Epoch 36 Batch 933/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9435, Loss: 0.0221 Epoch 36 Batch 934/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9535, Loss: 0.0188 Epoch 36 Batch 935/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9577, Loss: 0.0223 Epoch 36 Batch 936/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9535, Loss: 0.0254 Epoch 36 Batch 937/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9641, Loss: 0.0329 Epoch 36 Batch 938/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9641, Loss: 0.0278 Epoch 36 Batch 939/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9592, Loss: 0.0265 Epoch 36 Batch 940/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0214 Epoch 36 Batch 941/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9585, Loss: 0.0193 Epoch 36 Batch 942/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9588, Loss: 0.0304 Epoch 36 Batch 943/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9538, Loss: 0.0217 Epoch 36 Batch 944/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9538, Loss: 0.0212 Epoch 36 Batch 945/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9538, Loss: 0.0167 Epoch 36 Batch 946/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9585, Loss: 0.0150 Epoch 36 Batch 947/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9585, Loss: 0.0293 Epoch 36 Batch 948/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9553, Loss: 0.0253 Epoch 36 Batch 949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9553, Loss: 0.0169 Epoch 36 Batch 950/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9567, Loss: 0.0210 Epoch 36 Batch 951/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9588, Loss: 0.0271 Epoch 36 Batch 952/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9485, Loss: 0.0149 Epoch 36 Batch 953/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9485, Loss: 0.0198 Epoch 36 Batch 954/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9482, Loss: 0.0292 Epoch 36 Batch 955/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9489, Loss: 0.0282 Epoch 36 Batch 956/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9492, Loss: 0.0260 Epoch 36 Batch 957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9489, Loss: 0.0155 Epoch 36 Batch 958/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9528, Loss: 0.0277 Epoch 36 Batch 959/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9471, Loss: 0.0229 Epoch 36 Batch 960/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9489, Loss: 0.0204 Epoch 36 Batch 961/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9535, Loss: 0.0159 Epoch 36 Batch 962/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9585, Loss: 0.0268 Epoch 36 Batch 963/1077 - Train Accuracy: 0.9705, Validation Accuracy: 0.9624, Loss: 0.0283 Epoch 36 Batch 964/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9620, Loss: 0.0188 Epoch 36 Batch 965/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0355 Epoch 36 Batch 966/1077 - Train Accuracy: 0.9514, Validation Accuracy: 0.9535, Loss: 0.0215 Epoch 36 Batch 967/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9489, Loss: 0.0303 Epoch 36 Batch 968/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9489, Loss: 0.0317 Epoch 36 Batch 969/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9538, Loss: 0.0305 Epoch 36 Batch 970/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9485, Loss: 0.0222 Epoch 36 Batch 971/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9439, Loss: 0.0304 Epoch 36 Batch 972/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9489, Loss: 0.0262 Epoch 36 Batch 973/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0180 Epoch 36 Batch 974/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9542, Loss: 0.0204 Epoch 36 Batch 975/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9446, Loss: 0.0206 Epoch 36 Batch 976/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9499, Loss: 0.0178 Epoch 36 Batch 977/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9482, Loss: 0.0145 Epoch 36 Batch 978/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9428, Loss: 0.0228 Epoch 36 Batch 979/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9428, Loss: 0.0209 Epoch 36 Batch 980/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9432, Loss: 0.0230 Epoch 36 Batch 981/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9503, Loss: 0.0265 Epoch 36 Batch 982/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9592, Loss: 0.0248 Epoch 36 Batch 983/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9595, Loss: 0.0221 Epoch 36 Batch 984/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9545, Loss: 0.0291 Epoch 36 Batch 985/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9545, Loss: 0.0202 Epoch 36 Batch 986/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0228 Epoch 36 Batch 987/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9524, Loss: 0.0173 Epoch 36 Batch 988/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0258 Epoch 36 Batch 989/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9524, Loss: 0.0235 Epoch 36 Batch 990/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9570, Loss: 0.0292 Epoch 36 Batch 991/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0190 Epoch 36 Batch 992/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9567, Loss: 0.0270 Epoch 36 Batch 993/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9524, Loss: 0.0169 Epoch 36 Batch 994/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9457, Loss: 0.0200 Epoch 36 Batch 995/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9407, Loss: 0.0233 Epoch 36 Batch 996/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9442, Loss: 0.0239 Epoch 36 Batch 997/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9396, Loss: 0.0244 Epoch 36 Batch 998/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9450, Loss: 0.0217 Epoch 36 Batch 999/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9350, Loss: 0.0259 Epoch 36 Batch 1000/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9350, Loss: 0.0241 Epoch 36 Batch 1001/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9350, Loss: 0.0184 Epoch 36 Batch 1002/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9350, Loss: 0.0170 Epoch 36 Batch 1003/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9350, Loss: 0.0234 Epoch 36 Batch 1004/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9350, Loss: 0.0201 Epoch 36 Batch 1005/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9350, Loss: 0.0209 Epoch 36 Batch 1006/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9354, Loss: 0.0183 Epoch 36 Batch 1007/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9407, Loss: 0.0171 Epoch 36 Batch 1008/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9414, Loss: 0.0295 Epoch 36 Batch 1009/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9361, Loss: 0.0172 Epoch 36 Batch 1010/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9453, Loss: 0.0204 Epoch 36 Batch 1011/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9549, Loss: 0.0236 Epoch 36 Batch 1012/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9485, Loss: 0.0194 Epoch 36 Batch 1013/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9531, Loss: 0.0153 Epoch 36 Batch 1014/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9478, Loss: 0.0209 Epoch 36 Batch 1015/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9474, Loss: 0.0243 Epoch 36 Batch 1016/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0222 Epoch 36 Batch 1017/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9474, Loss: 0.0217 Epoch 36 Batch 1018/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9478, Loss: 0.0325 Epoch 36 Batch 1019/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9478, Loss: 0.0306 Epoch 36 Batch 1020/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9496, Loss: 0.0180 Epoch 36 Batch 1021/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9496, Loss: 0.0226 Epoch 36 Batch 1022/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9496, Loss: 0.0208 Epoch 36 Batch 1023/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9496, Loss: 0.0239 Epoch 36 Batch 1024/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0293 Epoch 36 Batch 1025/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9499, Loss: 0.0195 Epoch 36 Batch 1026/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9503, Loss: 0.0282 Epoch 36 Batch 1027/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9549, Loss: 0.0236 Epoch 36 Batch 1028/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9549, Loss: 0.0282 Epoch 36 Batch 1029/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9599, Loss: 0.0180 Epoch 36 Batch 1030/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9556, Loss: 0.0194 Epoch 36 Batch 1031/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0295 Epoch 36 Batch 1032/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9553, Loss: 0.0276 Epoch 36 Batch 1033/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9499, Loss: 0.0251 Epoch 36 Batch 1034/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9496, Loss: 0.0217 Epoch 36 Batch 1035/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9496, Loss: 0.0192 Epoch 36 Batch 1036/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9489, Loss: 0.0324 Epoch 36 Batch 1037/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9499, Loss: 0.0259 Epoch 36 Batch 1038/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9503, Loss: 0.0263 Epoch 36 Batch 1039/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9414, Loss: 0.0235 Epoch 36 Batch 1040/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9414, Loss: 0.0207 Epoch 36 Batch 1041/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9460, Loss: 0.0320 Epoch 36 Batch 1042/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9581, Loss: 0.0200 Epoch 36 Batch 1043/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0319 Epoch 36 Batch 1044/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0266 Epoch 36 Batch 1045/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9542, Loss: 0.0243 Epoch 36 Batch 1046/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9542, Loss: 0.0152 Epoch 36 Batch 1047/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0185 Epoch 36 Batch 1048/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9496, Loss: 0.0253 Epoch 36 Batch 1049/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9542, Loss: 0.0304 Epoch 36 Batch 1050/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0166 Epoch 36 Batch 1051/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9585, Loss: 0.0268 Epoch 36 Batch 1052/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9585, Loss: 0.0182 Epoch 36 Batch 1053/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9634, Loss: 0.0256 Epoch 36 Batch 1054/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9627, Loss: 0.0237 Epoch 36 Batch 1055/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0262 Epoch 36 Batch 1056/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9627, Loss: 0.0194 Epoch 36 Batch 1057/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9609, Loss: 0.0219 Epoch 36 Batch 1058/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9581, Loss: 0.0280 Epoch 36 Batch 1059/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9581, Loss: 0.0252 Epoch 36 Batch 1060/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0189 Epoch 36 Batch 1061/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9531, Loss: 0.0340 Epoch 36 Batch 1062/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9524, Loss: 0.0257 Epoch 36 Batch 1063/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9474, Loss: 0.0267 Epoch 36 Batch 1064/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9435, Loss: 0.0256 Epoch 36 Batch 1065/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9478, Loss: 0.0259 Epoch 36 Batch 1066/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9478, Loss: 0.0196 Epoch 36 Batch 1067/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9428, Loss: 0.0246 Epoch 36 Batch 1068/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9428, Loss: 0.0171 Epoch 36 Batch 1069/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9453, Loss: 0.0166 Epoch 36 Batch 1070/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9457, Loss: 0.0228 Epoch 36 Batch 1071/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0238 Epoch 36 Batch 1072/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9467, Loss: 0.0246 Epoch 36 Batch 1073/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9418, Loss: 0.0266 Epoch 36 Batch 1074/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9457, Loss: 0.0339 Epoch 36 Batch 1075/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9464, Loss: 0.0288 Epoch 37 Batch 1/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0159 Epoch 37 Batch 2/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9506, Loss: 0.0301 Epoch 37 Batch 3/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9531, Loss: 0.0292 Epoch 37 Batch 4/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9531, Loss: 0.0205 Epoch 37 Batch 5/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9531, Loss: 0.0352 Epoch 37 Batch 6/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9485, Loss: 0.0195 Epoch 37 Batch 7/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9482, Loss: 0.0209 Epoch 37 Batch 8/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9485, Loss: 0.0205 Epoch 37 Batch 9/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9531, Loss: 0.0229 Epoch 37 Batch 10/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9499, Loss: 0.0213 Epoch 37 Batch 11/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0304 Epoch 37 Batch 12/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9496, Loss: 0.0186 Epoch 37 Batch 13/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9496, Loss: 0.0303 Epoch 37 Batch 14/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9496, Loss: 0.0177 Epoch 37 Batch 15/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9528, Loss: 0.0211 Epoch 37 Batch 16/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0229 Epoch 37 Batch 17/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0191 Epoch 37 Batch 18/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9485, Loss: 0.0216 Epoch 37 Batch 19/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0217 Epoch 37 Batch 20/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9577, Loss: 0.0200 Epoch 37 Batch 21/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9535, Loss: 0.0276 Epoch 37 Batch 22/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9439, Loss: 0.0251 Epoch 37 Batch 23/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0185 Epoch 37 Batch 24/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9439, Loss: 0.0262 Epoch 37 Batch 25/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9375, Loss: 0.0161 Epoch 37 Batch 26/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9418, Loss: 0.0329 Epoch 37 Batch 27/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9467, Loss: 0.0172 Epoch 37 Batch 28/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9467, Loss: 0.0215 Epoch 37 Batch 29/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9560, Loss: 0.0237 Epoch 37 Batch 30/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0208 Epoch 37 Batch 31/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0212 Epoch 37 Batch 32/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0170 Epoch 37 Batch 33/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9506, Loss: 0.0174 Epoch 37 Batch 34/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9553, Loss: 0.0258 Epoch 37 Batch 35/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9560, Loss: 0.0270 Epoch 37 Batch 36/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9560, Loss: 0.0197 Epoch 37 Batch 37/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0233 Epoch 37 Batch 38/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9549, Loss: 0.0327 Epoch 37 Batch 39/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9545, Loss: 0.0302 Epoch 37 Batch 40/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9574, Loss: 0.0169 Epoch 37 Batch 41/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9574, Loss: 0.0213 Epoch 37 Batch 42/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9428, Loss: 0.0318 Epoch 37 Batch 43/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9478, Loss: 0.0127 Epoch 37 Batch 44/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9478, Loss: 0.0165 Epoch 37 Batch 45/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9478, Loss: 0.0256 Epoch 37 Batch 46/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9478, Loss: 0.0292 Epoch 37 Batch 47/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9453, Loss: 0.0229 Epoch 37 Batch 48/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9453, Loss: 0.0293 Epoch 37 Batch 49/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9407, Loss: 0.0325 Epoch 37 Batch 50/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9460, Loss: 0.0241 Epoch 37 Batch 51/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9464, Loss: 0.0239 Epoch 37 Batch 52/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9457, Loss: 0.0284 Epoch 37 Batch 53/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9531, Loss: 0.0219 Epoch 37 Batch 54/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9432, Loss: 0.0405 Epoch 37 Batch 55/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9482, Loss: 0.0192 Epoch 37 Batch 56/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9421, Loss: 0.0176 Epoch 37 Batch 57/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9425, Loss: 0.0253 Epoch 37 Batch 58/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9478, Loss: 0.0233 Epoch 37 Batch 59/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9411, Loss: 0.0266 Epoch 37 Batch 60/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9453, Loss: 0.0166 Epoch 37 Batch 61/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9506, Loss: 0.0213 Epoch 37 Batch 62/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9407, Loss: 0.0277 Epoch 37 Batch 63/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9474, Loss: 0.0204 Epoch 37 Batch 64/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0195 Epoch 37 Batch 65/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9613, Loss: 0.0250 Epoch 37 Batch 66/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9517, Loss: 0.0141 Epoch 37 Batch 67/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9432, Loss: 0.0220 Epoch 37 Batch 68/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9482, Loss: 0.0318 Epoch 37 Batch 69/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9411, Loss: 0.0343 Epoch 37 Batch 70/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9418, Loss: 0.0314 Epoch 37 Batch 71/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9418, Loss: 0.0169 Epoch 37 Batch 72/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9435, Loss: 0.0235 Epoch 37 Batch 73/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9542, Loss: 0.0208 Epoch 37 Batch 74/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9592, Loss: 0.0250 Epoch 37 Batch 75/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9506, Loss: 0.0325 Epoch 37 Batch 76/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9460, Loss: 0.0183 Epoch 37 Batch 77/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9457, Loss: 0.0240 Epoch 37 Batch 78/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9538, Loss: 0.0243 Epoch 37 Batch 79/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9538, Loss: 0.0209 Epoch 37 Batch 80/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0218 Epoch 37 Batch 81/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9535, Loss: 0.0196 Epoch 37 Batch 82/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0233 Epoch 37 Batch 83/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9556, Loss: 0.0207 Epoch 37 Batch 84/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9535, Loss: 0.0225 Epoch 37 Batch 85/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9585, Loss: 0.0229 Epoch 37 Batch 86/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9535, Loss: 0.0212 Epoch 37 Batch 87/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9581, Loss: 0.0285 Epoch 37 Batch 88/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9606, Loss: 0.0290 Epoch 37 Batch 89/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0277 Epoch 37 Batch 90/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0189 Epoch 37 Batch 91/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9602, Loss: 0.0205 Epoch 37 Batch 92/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9602, Loss: 0.0260 Epoch 37 Batch 93/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9592, Loss: 0.0217 Epoch 37 Batch 94/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9428, Loss: 0.0209 Epoch 37 Batch 95/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9421, Loss: 0.0253 Epoch 37 Batch 96/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9421, Loss: 0.0248 Epoch 37 Batch 97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9474, Loss: 0.0265 Epoch 37 Batch 98/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9478, Loss: 0.0284 Epoch 37 Batch 99/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9428, Loss: 0.0219 Epoch 37 Batch 100/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0225 Epoch 37 Batch 101/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9560, Loss: 0.0188 Epoch 37 Batch 102/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9457, Loss: 0.0176 Epoch 37 Batch 103/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9457, Loss: 0.0287 Epoch 37 Batch 104/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9492, Loss: 0.0267 Epoch 37 Batch 105/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0193 Epoch 37 Batch 106/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9492, Loss: 0.0225 Epoch 37 Batch 107/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9492, Loss: 0.0248 Epoch 37 Batch 108/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.9492, Loss: 0.0315 Epoch 37 Batch 109/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9524, Loss: 0.0246 Epoch 37 Batch 110/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9524, Loss: 0.0170 Epoch 37 Batch 111/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9599, Loss: 0.0227 Epoch 37 Batch 112/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9595, Loss: 0.0156 Epoch 37 Batch 113/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9599, Loss: 0.0273 Epoch 37 Batch 114/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9595, Loss: 0.0169 Epoch 37 Batch 115/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9652, Loss: 0.0287 Epoch 37 Batch 116/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9602, Loss: 0.0382 Epoch 37 Batch 117/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9602, Loss: 0.0242 Epoch 37 Batch 118/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9599, Loss: 0.0200 Epoch 37 Batch 119/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0171 Epoch 37 Batch 120/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9599, Loss: 0.0258 Epoch 37 Batch 121/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0281 Epoch 37 Batch 122/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0221 Epoch 37 Batch 123/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0173 Epoch 37 Batch 124/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9553, Loss: 0.0264 Epoch 37 Batch 125/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9556, Loss: 0.0349 Epoch 37 Batch 126/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9556, Loss: 0.0212 Epoch 37 Batch 127/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9602, Loss: 0.0226 Epoch 37 Batch 128/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9510, Loss: 0.0218 Epoch 37 Batch 129/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9478, Loss: 0.0293 Epoch 37 Batch 130/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9411, Loss: 0.0245 Epoch 37 Batch 131/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9411, Loss: 0.0222 Epoch 37 Batch 132/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9411, Loss: 0.0211 Epoch 37 Batch 133/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9450, Loss: 0.0176 Epoch 37 Batch 134/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9439, Loss: 0.0223 Epoch 37 Batch 135/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9489, Loss: 0.0280 Epoch 37 Batch 136/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9538, Loss: 0.0197 Epoch 37 Batch 137/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9545, Loss: 0.0243 Epoch 37 Batch 138/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9567, Loss: 0.0272 Epoch 37 Batch 139/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9492, Loss: 0.0280 Epoch 37 Batch 140/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9478, Loss: 0.0200 Epoch 37 Batch 141/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9524, Loss: 0.0223 Epoch 37 Batch 142/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9531, Loss: 0.0251 Epoch 37 Batch 143/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9506, Loss: 0.0241 Epoch 37 Batch 144/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9567, Loss: 0.0405 Epoch 37 Batch 145/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9524, Loss: 0.0217 Epoch 37 Batch 146/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9489, Loss: 0.0607 Epoch 37 Batch 147/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9467, Loss: 0.0248 Epoch 37 Batch 148/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9450, Loss: 0.0258 Epoch 37 Batch 149/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9542, Loss: 0.0210 Epoch 37 Batch 150/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9482, Loss: 0.0248 Epoch 37 Batch 151/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9570, Loss: 0.0212 Epoch 37 Batch 152/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9485, Loss: 0.0304 Epoch 37 Batch 153/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9524, Loss: 0.0346 Epoch 37 Batch 154/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9574, Loss: 0.0232 Epoch 37 Batch 155/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9577, Loss: 0.0205 Epoch 37 Batch 156/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9577, Loss: 0.0161 Epoch 37 Batch 157/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9535, Loss: 0.0180 Epoch 37 Batch 158/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9471, Loss: 0.0275 Epoch 37 Batch 159/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9478, Loss: 0.0217 Epoch 37 Batch 160/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0204 Epoch 37 Batch 161/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9545, Loss: 0.0136 Epoch 37 Batch 162/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0279 Epoch 37 Batch 163/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9538, Loss: 0.0326 Epoch 37 Batch 164/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9538, Loss: 0.0282 Epoch 37 Batch 165/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9574, Loss: 0.0409 Epoch 37 Batch 166/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9574, Loss: 0.0242 Epoch 37 Batch 167/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9574, Loss: 0.0184 Epoch 37 Batch 168/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9503, Loss: 0.0330 Epoch 37 Batch 169/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9485, Loss: 0.0237 Epoch 37 Batch 170/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9442, Loss: 0.0299 Epoch 37 Batch 171/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9513, Loss: 0.0194 Epoch 37 Batch 172/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0249 Epoch 37 Batch 173/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9521, Loss: 0.0259 Epoch 37 Batch 174/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9361, Loss: 0.0195 Epoch 37 Batch 175/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9315, Loss: 0.0341 Epoch 37 Batch 176/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9318, Loss: 0.0313 Epoch 37 Batch 177/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9329, Loss: 0.0255 Epoch 37 Batch 178/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9489, Loss: 0.0226 Epoch 37 Batch 179/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9563, Loss: 0.0249 Epoch 37 Batch 180/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9524, Loss: 0.0189 Epoch 37 Batch 181/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0275 Epoch 37 Batch 182/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9570, Loss: 0.0289 Epoch 37 Batch 183/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9517, Loss: 0.0267 Epoch 37 Batch 184/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0254 Epoch 37 Batch 185/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9563, Loss: 0.0292 Epoch 37 Batch 186/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9517, Loss: 0.0290 Epoch 37 Batch 187/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0173 Epoch 37 Batch 188/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9450, Loss: 0.0261 Epoch 37 Batch 189/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9450, Loss: 0.0196 Epoch 37 Batch 190/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9403, Loss: 0.0209 Epoch 37 Batch 191/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9418, Loss: 0.0185 Epoch 37 Batch 192/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9418, Loss: 0.0294 Epoch 37 Batch 193/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9403, Loss: 0.0203 Epoch 37 Batch 194/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9403, Loss: 0.0194 Epoch 37 Batch 195/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9364, Loss: 0.0206 Epoch 37 Batch 196/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9375, Loss: 0.0206 Epoch 37 Batch 197/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9531, Loss: 0.0249 Epoch 37 Batch 198/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9499, Loss: 0.0262 Epoch 37 Batch 199/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9531, Loss: 0.0217 Epoch 37 Batch 200/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9482, Loss: 0.0230 Epoch 37 Batch 201/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9482, Loss: 0.0256 Epoch 37 Batch 202/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9531, Loss: 0.0203 Epoch 37 Batch 203/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9553, Loss: 0.0244 Epoch 37 Batch 204/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9574, Loss: 0.0404 Epoch 37 Batch 205/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9574, Loss: 0.0319 Epoch 37 Batch 206/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0171 Epoch 37 Batch 207/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9570, Loss: 0.0244 Epoch 37 Batch 208/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9574, Loss: 0.0225 Epoch 37 Batch 209/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9620, Loss: 0.0227 Epoch 37 Batch 210/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9581, Loss: 0.0213 Epoch 37 Batch 211/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0214 Epoch 37 Batch 212/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9499, Loss: 0.0217 Epoch 37 Batch 213/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9542, Loss: 0.0221 Epoch 37 Batch 214/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9464, Loss: 0.0191 Epoch 37 Batch 215/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0257 Epoch 37 Batch 216/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9425, Loss: 0.0200 Epoch 37 Batch 217/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9371, Loss: 0.0210 Epoch 37 Batch 218/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9382, Loss: 0.0273 Epoch 37 Batch 219/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9382, Loss: 0.0171 Epoch 37 Batch 220/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9382, Loss: 0.0225 Epoch 37 Batch 221/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9478, Loss: 0.0241 Epoch 37 Batch 222/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9474, Loss: 0.0223 Epoch 37 Batch 223/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9521, Loss: 0.0246 Epoch 37 Batch 224/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9510, Loss: 0.0210 Epoch 37 Batch 225/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9503, Loss: 0.0321 Epoch 37 Batch 226/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9503, Loss: 0.0216 Epoch 37 Batch 227/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9450, Loss: 0.0269 Epoch 37 Batch 228/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9400, Loss: 0.0170 Epoch 37 Batch 229/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9347, Loss: 0.0208 Epoch 37 Batch 230/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9311, Loss: 0.0236 Epoch 37 Batch 231/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0270 Epoch 37 Batch 232/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9453, Loss: 0.0225 Epoch 37 Batch 233/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0251 Epoch 37 Batch 234/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9457, Loss: 0.0207 Epoch 37 Batch 235/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9538, Loss: 0.0273 Epoch 37 Batch 236/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0241 Epoch 37 Batch 237/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9545, Loss: 0.0199 Epoch 37 Batch 238/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9535, Loss: 0.0230 Epoch 37 Batch 239/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0191 Epoch 37 Batch 240/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9531, Loss: 0.0167 Epoch 37 Batch 241/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9581, Loss: 0.0171 Epoch 37 Batch 242/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0173 Epoch 37 Batch 243/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9620, Loss: 0.0273 Epoch 37 Batch 244/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9517, Loss: 0.0222 Epoch 37 Batch 245/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9549, Loss: 0.0207 Epoch 37 Batch 246/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9549, Loss: 0.0236 Epoch 37 Batch 247/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9524, Loss: 0.0226 Epoch 37 Batch 248/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0272 Epoch 37 Batch 249/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9478, Loss: 0.0180 Epoch 37 Batch 250/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9432, Loss: 0.0241 Epoch 37 Batch 251/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9428, Loss: 0.0261 Epoch 37 Batch 252/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9428, Loss: 0.0272 Epoch 37 Batch 253/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9478, Loss: 0.0240 Epoch 37 Batch 254/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9478, Loss: 0.0273 Epoch 37 Batch 255/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9524, Loss: 0.0193 Epoch 37 Batch 256/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0411 Epoch 37 Batch 257/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9496, Loss: 0.0261 Epoch 37 Batch 258/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9499, Loss: 0.0217 Epoch 37 Batch 259/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9499, Loss: 0.0176 Epoch 37 Batch 260/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9549, Loss: 0.0189 Epoch 37 Batch 261/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9499, Loss: 0.0225 Epoch 37 Batch 262/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9446, Loss: 0.0185 Epoch 37 Batch 263/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9446, Loss: 0.0191 Epoch 37 Batch 264/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9471, Loss: 0.0202 Epoch 37 Batch 265/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9503, Loss: 0.0202 Epoch 37 Batch 266/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9545, Loss: 0.0260 Epoch 37 Batch 267/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9538, Loss: 0.0224 Epoch 37 Batch 268/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9538, Loss: 0.0279 Epoch 37 Batch 269/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9592, Loss: 0.0275 Epoch 37 Batch 270/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9499, Loss: 0.0320 Epoch 37 Batch 271/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9560, Loss: 0.0199 Epoch 37 Batch 272/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9560, Loss: 0.0495 Epoch 37 Batch 273/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9609, Loss: 0.0207 Epoch 37 Batch 274/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9538, Loss: 0.0264 Epoch 37 Batch 275/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0209 Epoch 37 Batch 276/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9446, Loss: 0.0316 Epoch 37 Batch 277/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9347, Loss: 0.0169 Epoch 37 Batch 278/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9489, Loss: 0.0296 Epoch 37 Batch 279/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9510, Loss: 0.0227 Epoch 37 Batch 280/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9545, Loss: 0.0251 Epoch 37 Batch 281/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0228 Epoch 37 Batch 282/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9499, Loss: 0.0295 Epoch 37 Batch 283/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9446, Loss: 0.0227 Epoch 37 Batch 284/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9453, Loss: 0.0234 Epoch 37 Batch 285/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9446, Loss: 0.0232 Epoch 37 Batch 286/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9517, Loss: 0.0196 Epoch 37 Batch 287/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9510, Loss: 0.0336 Epoch 37 Batch 288/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9510, Loss: 0.0312 Epoch 37 Batch 289/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9513, Loss: 0.0183 Epoch 37 Batch 290/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9517, Loss: 0.0375 Epoch 37 Batch 291/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9517, Loss: 0.0362 Epoch 37 Batch 292/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0225 Epoch 37 Batch 293/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0180 Epoch 37 Batch 294/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9524, Loss: 0.0247 Epoch 37 Batch 295/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0245 Epoch 37 Batch 296/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9556, Loss: 0.0233 Epoch 37 Batch 297/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9556, Loss: 0.0263 Epoch 37 Batch 298/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9506, Loss: 0.0275 Epoch 37 Batch 299/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9439, Loss: 0.0234 Epoch 37 Batch 300/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9446, Loss: 0.0166 Epoch 37 Batch 301/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0221 Epoch 37 Batch 302/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0219 Epoch 37 Batch 303/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9478, Loss: 0.0315 Epoch 37 Batch 304/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9531, Loss: 0.0215 Epoch 37 Batch 305/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9531, Loss: 0.0208 Epoch 37 Batch 306/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9510, Loss: 0.0367 Epoch 37 Batch 307/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0220 Epoch 37 Batch 308/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9506, Loss: 0.0276 Epoch 37 Batch 309/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9457, Loss: 0.0170 Epoch 37 Batch 310/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9446, Loss: 0.0212 Epoch 37 Batch 311/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9446, Loss: 0.0192 Epoch 37 Batch 312/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0265 Epoch 37 Batch 313/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0190 Epoch 37 Batch 314/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0305 Epoch 37 Batch 315/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9492, Loss: 0.0180 Epoch 37 Batch 316/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9471, Loss: 0.0245 Epoch 37 Batch 317/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9460, Loss: 0.0262 Epoch 37 Batch 318/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9513, Loss: 0.0188 Epoch 37 Batch 319/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9506, Loss: 0.0319 Epoch 37 Batch 320/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9531, Loss: 0.0361 Epoch 37 Batch 321/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9521, Loss: 0.0201 Epoch 37 Batch 322/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9613, Loss: 0.0223 Epoch 37 Batch 323/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0221 Epoch 37 Batch 324/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9503, Loss: 0.0199 Epoch 37 Batch 325/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9513, Loss: 0.0234 Epoch 37 Batch 326/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0207 Epoch 37 Batch 327/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9517, Loss: 0.0305 Epoch 37 Batch 328/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9503, Loss: 0.0268 Epoch 37 Batch 329/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9457, Loss: 0.0239 Epoch 37 Batch 330/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9457, Loss: 0.0226 Epoch 37 Batch 331/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9435, Loss: 0.0229 Epoch 37 Batch 332/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9435, Loss: 0.0213 Epoch 37 Batch 333/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9414, Loss: 0.0192 Epoch 37 Batch 334/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9478, Loss: 0.0192 Epoch 37 Batch 335/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9524, Loss: 0.0282 Epoch 37 Batch 336/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9577, Loss: 0.0613 Epoch 37 Batch 337/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9574, Loss: 0.0274 Epoch 37 Batch 338/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9549, Loss: 0.0297 Epoch 37 Batch 339/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9496, Loss: 0.0164 Epoch 37 Batch 340/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9496, Loss: 0.0223 Epoch 37 Batch 341/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9517, Loss: 0.0322 Epoch 37 Batch 342/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9567, Loss: 0.0190 Epoch 37 Batch 343/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9567, Loss: 0.0324 Epoch 37 Batch 344/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9517, Loss: 0.0278 Epoch 37 Batch 345/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9432, Loss: 0.0197 Epoch 37 Batch 346/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9442, Loss: 0.0261 Epoch 37 Batch 347/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9446, Loss: 0.0201 Epoch 37 Batch 348/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9396, Loss: 0.0216 Epoch 37 Batch 349/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0215 Epoch 37 Batch 350/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9400, Loss: 0.0198 Epoch 37 Batch 351/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9450, Loss: 0.0249 Epoch 37 Batch 352/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9471, Loss: 0.0183 Epoch 37 Batch 353/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9474, Loss: 0.0258 Epoch 37 Batch 354/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9418, Loss: 0.0254 Epoch 37 Batch 355/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9467, Loss: 0.0237 Epoch 37 Batch 356/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9521, Loss: 0.0236 Epoch 37 Batch 357/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9524, Loss: 0.0275 Epoch 37 Batch 358/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9474, Loss: 0.0273 Epoch 37 Batch 359/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0238 Epoch 37 Batch 360/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9460, Loss: 0.0218 Epoch 37 Batch 361/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9460, Loss: 0.0174 Epoch 37 Batch 362/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9439, Loss: 0.0313 Epoch 37 Batch 363/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9435, Loss: 0.0229 Epoch 37 Batch 364/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9439, Loss: 0.0363 Epoch 37 Batch 365/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0169 Epoch 37 Batch 366/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9407, Loss: 0.0177 Epoch 37 Batch 367/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9407, Loss: 0.0152 Epoch 37 Batch 368/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9407, Loss: 0.0199 Epoch 37 Batch 369/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0208 Epoch 37 Batch 370/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9485, Loss: 0.0227 Epoch 37 Batch 371/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9435, Loss: 0.0249 Epoch 37 Batch 372/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9411, Loss: 0.0171 Epoch 37 Batch 373/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9460, Loss: 0.0165 Epoch 37 Batch 374/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9411, Loss: 0.0260 Epoch 37 Batch 375/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9411, Loss: 0.0191 Epoch 37 Batch 376/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9421, Loss: 0.0363 Epoch 37 Batch 377/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9464, Loss: 0.0214 Epoch 37 Batch 378/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9467, Loss: 0.0173 Epoch 37 Batch 379/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9467, Loss: 0.0293 Epoch 37 Batch 380/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9471, Loss: 0.0183 Epoch 37 Batch 381/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9521, Loss: 0.0297 Epoch 37 Batch 382/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9521, Loss: 0.0336 Epoch 37 Batch 383/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9521, Loss: 0.0195 Epoch 37 Batch 384/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9521, Loss: 0.0174 Epoch 37 Batch 385/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9474, Loss: 0.0196 Epoch 37 Batch 386/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9474, Loss: 0.0184 Epoch 37 Batch 387/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9467, Loss: 0.0235 Epoch 37 Batch 388/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9467, Loss: 0.0307 Epoch 37 Batch 389/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9528, Loss: 0.0262 Epoch 37 Batch 390/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9474, Loss: 0.0329 Epoch 37 Batch 391/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9524, Loss: 0.0250 Epoch 37 Batch 392/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9471, Loss: 0.0319 Epoch 37 Batch 393/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9467, Loss: 0.0235 Epoch 37 Batch 394/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9467, Loss: 0.0198 Epoch 37 Batch 395/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9396, Loss: 0.0202 Epoch 37 Batch 396/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9396, Loss: 0.0248 Epoch 37 Batch 397/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9403, Loss: 0.0263 Epoch 37 Batch 398/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9403, Loss: 0.0237 Epoch 37 Batch 399/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9347, Loss: 0.0253 Epoch 37 Batch 400/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9347, Loss: 0.0232 Epoch 37 Batch 401/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9411, Loss: 0.0202 Epoch 37 Batch 402/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9460, Loss: 0.0187 Epoch 37 Batch 403/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9549, Loss: 0.0394 Epoch 37 Batch 404/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9545, Loss: 0.0249 Epoch 37 Batch 405/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9503, Loss: 0.0293 Epoch 37 Batch 406/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9503, Loss: 0.0225 Epoch 37 Batch 407/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9506, Loss: 0.0233 Epoch 37 Batch 408/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0301 Epoch 37 Batch 409/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9418, Loss: 0.0248 Epoch 37 Batch 410/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9425, Loss: 0.0373 Epoch 37 Batch 411/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9425, Loss: 0.0213 Epoch 37 Batch 412/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9474, Loss: 0.0219 Epoch 37 Batch 413/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0203 Epoch 37 Batch 414/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9524, Loss: 0.0225 Epoch 37 Batch 415/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9478, Loss: 0.0309 Epoch 37 Batch 416/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9474, Loss: 0.0223 Epoch 37 Batch 417/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9524, Loss: 0.0369 Epoch 37 Batch 418/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0199 Epoch 37 Batch 419/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0208 Epoch 37 Batch 420/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9478, Loss: 0.0176 Epoch 37 Batch 421/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9467, Loss: 0.0343 Epoch 37 Batch 422/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9482, Loss: 0.0221 Epoch 37 Batch 423/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0236 Epoch 37 Batch 424/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9531, Loss: 0.0225 Epoch 37 Batch 425/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9485, Loss: 0.0203 Epoch 37 Batch 426/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9425, Loss: 0.0294 Epoch 37 Batch 427/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9421, Loss: 0.0239 Epoch 37 Batch 428/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9421, Loss: 0.0195 Epoch 37 Batch 429/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9382, Loss: 0.0159 Epoch 37 Batch 430/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9386, Loss: 0.0196 Epoch 37 Batch 431/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9467, Loss: 0.0194 Epoch 37 Batch 432/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9482, Loss: 0.0276 Epoch 37 Batch 433/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9482, Loss: 0.0286 Epoch 37 Batch 434/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9432, Loss: 0.0208 Epoch 37 Batch 435/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9386, Loss: 0.0275 Epoch 37 Batch 436/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9389, Loss: 0.0249 Epoch 37 Batch 437/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9382, Loss: 0.0186 Epoch 37 Batch 438/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9382, Loss: 0.0259 Epoch 37 Batch 439/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9379, Loss: 0.0250 Epoch 37 Batch 440/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9407, Loss: 0.0258 Epoch 37 Batch 441/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9396, Loss: 0.0227 Epoch 37 Batch 442/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9357, Loss: 0.0271 Epoch 37 Batch 443/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9357, Loss: 0.0217 Epoch 37 Batch 444/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9361, Loss: 0.0247 Epoch 37 Batch 445/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9364, Loss: 0.0290 Epoch 37 Batch 446/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9389, Loss: 0.0174 Epoch 37 Batch 447/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9389, Loss: 0.0198 Epoch 37 Batch 448/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9556, Loss: 0.0289 Epoch 37 Batch 449/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0292 Epoch 37 Batch 450/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9464, Loss: 0.0276 Epoch 37 Batch 451/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9418, Loss: 0.0248 Epoch 37 Batch 452/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9418, Loss: 0.0203 Epoch 37 Batch 453/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9418, Loss: 0.0257 Epoch 37 Batch 454/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9414, Loss: 0.0362 Epoch 37 Batch 455/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9414, Loss: 0.0247 Epoch 37 Batch 456/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9457, Loss: 0.0288 Epoch 37 Batch 457/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9499, Loss: 0.0185 Epoch 37 Batch 458/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9538, Loss: 0.0298 Epoch 37 Batch 459/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9524, Loss: 0.0240 Epoch 37 Batch 460/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0243 Epoch 37 Batch 461/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9492, Loss: 0.0224 Epoch 37 Batch 462/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0247 Epoch 37 Batch 463/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9521, Loss: 0.0233 Epoch 37 Batch 464/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9521, Loss: 0.0234 Epoch 37 Batch 465/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9496, Loss: 0.0333 Epoch 37 Batch 466/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9517, Loss: 0.0213 Epoch 37 Batch 467/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9499, Loss: 0.0253 Epoch 37 Batch 468/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0227 Epoch 37 Batch 469/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0172 Epoch 37 Batch 470/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9407, Loss: 0.0238 Epoch 37 Batch 471/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9386, Loss: 0.0136 Epoch 37 Batch 472/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9407, Loss: 0.0201 Epoch 37 Batch 473/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9407, Loss: 0.0227 Epoch 37 Batch 474/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9453, Loss: 0.0217 Epoch 37 Batch 475/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9403, Loss: 0.0259 Epoch 37 Batch 476/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9382, Loss: 0.0194 Epoch 37 Batch 477/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0254 Epoch 37 Batch 478/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9570, Loss: 0.0248 Epoch 37 Batch 479/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9599, Loss: 0.0254 Epoch 37 Batch 480/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9503, Loss: 0.0222 Epoch 37 Batch 481/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9506, Loss: 0.0223 Epoch 37 Batch 482/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9545, Loss: 0.0231 Epoch 37 Batch 483/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9446, Loss: 0.0370 Epoch 37 Batch 484/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9442, Loss: 0.0284 Epoch 37 Batch 485/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9393, Loss: 0.0236 Epoch 37 Batch 486/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9371, Loss: 0.0213 Epoch 37 Batch 487/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9336, Loss: 0.0199 Epoch 37 Batch 488/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9268, Loss: 0.0168 Epoch 37 Batch 489/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9276, Loss: 0.0225 Epoch 37 Batch 490/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9297, Loss: 0.0257 Epoch 37 Batch 491/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9339, Loss: 0.0352 Epoch 37 Batch 492/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9407, Loss: 0.0323 Epoch 37 Batch 493/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9357, Loss: 0.0152 Epoch 37 Batch 494/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9233, Loss: 0.0177 Epoch 37 Batch 495/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9237, Loss: 0.0197 Epoch 37 Batch 496/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9300, Loss: 0.0243 Epoch 37 Batch 497/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9332, Loss: 0.0254 Epoch 37 Batch 498/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9382, Loss: 0.0295 Epoch 37 Batch 499/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9386, Loss: 0.0248 Epoch 37 Batch 500/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9418, Loss: 0.0200 Epoch 37 Batch 501/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9368, Loss: 0.0197 Epoch 37 Batch 502/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9432, Loss: 0.0297 Epoch 37 Batch 503/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0213 Epoch 37 Batch 504/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9474, Loss: 0.0233 Epoch 37 Batch 505/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9524, Loss: 0.0196 Epoch 37 Batch 506/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9570, Loss: 0.0273 Epoch 37 Batch 507/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9570, Loss: 0.0255 Epoch 37 Batch 508/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0201 Epoch 37 Batch 509/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9446, Loss: 0.0333 Epoch 37 Batch 510/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9492, Loss: 0.0198 Epoch 37 Batch 511/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9474, Loss: 0.0224 Epoch 37 Batch 512/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9496, Loss: 0.0162 Epoch 37 Batch 513/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9450, Loss: 0.0242 Epoch 37 Batch 514/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9499, Loss: 0.0241 Epoch 37 Batch 515/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9499, Loss: 0.0207 Epoch 37 Batch 516/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9542, Loss: 0.0229 Epoch 37 Batch 517/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9446, Loss: 0.0243 Epoch 37 Batch 518/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0223 Epoch 37 Batch 519/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9492, Loss: 0.0310 Epoch 37 Batch 520/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9446, Loss: 0.0174 Epoch 37 Batch 521/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9482, Loss: 0.0249 Epoch 37 Batch 522/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9485, Loss: 0.0329 Epoch 37 Batch 523/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9343, Loss: 0.0237 Epoch 37 Batch 524/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9450, Loss: 0.0252 Epoch 37 Batch 525/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9446, Loss: 0.0222 Epoch 37 Batch 526/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9393, Loss: 0.0194 Epoch 37 Batch 527/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9446, Loss: 0.0248 Epoch 37 Batch 528/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9446, Loss: 0.0239 Epoch 37 Batch 529/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9450, Loss: 0.0228 Epoch 37 Batch 530/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9450, Loss: 0.0236 Epoch 37 Batch 531/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9499, Loss: 0.0256 Epoch 37 Batch 532/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9357, Loss: 0.0305 Epoch 37 Batch 533/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9407, Loss: 0.0184 Epoch 37 Batch 534/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9407, Loss: 0.0297 Epoch 37 Batch 535/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9453, Loss: 0.0238 Epoch 37 Batch 536/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9506, Loss: 0.0268 Epoch 37 Batch 537/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9599, Loss: 0.0184 Epoch 37 Batch 538/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9549, Loss: 0.0212 Epoch 37 Batch 539/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9549, Loss: 0.0266 Epoch 37 Batch 540/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0156 Epoch 37 Batch 541/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9535, Loss: 0.0223 Epoch 37 Batch 542/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9496, Loss: 0.0239 Epoch 37 Batch 543/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9446, Loss: 0.0201 Epoch 37 Batch 544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9396, Loss: 0.0139 Epoch 37 Batch 545/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9407, Loss: 0.0220 Epoch 37 Batch 546/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9354, Loss: 0.0279 Epoch 37 Batch 547/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9325, Loss: 0.0190 Epoch 37 Batch 548/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9297, Loss: 0.0270 Epoch 37 Batch 549/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9347, Loss: 0.0276 Epoch 37 Batch 550/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9357, Loss: 0.0228 Epoch 37 Batch 551/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9318, Loss: 0.0232 Epoch 37 Batch 552/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9371, Loss: 0.0256 Epoch 37 Batch 553/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9439, Loss: 0.0319 Epoch 37 Batch 554/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9485, Loss: 0.0196 Epoch 37 Batch 555/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9428, Loss: 0.0207 Epoch 37 Batch 556/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9428, Loss: 0.0158 Epoch 37 Batch 557/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9531, Loss: 0.0188 Epoch 37 Batch 558/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9482, Loss: 0.0156 Epoch 37 Batch 559/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9435, Loss: 0.0222 Epoch 37 Batch 560/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9482, Loss: 0.0230 Epoch 37 Batch 561/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9482, Loss: 0.0214 Epoch 37 Batch 562/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0176 Epoch 37 Batch 563/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9450, Loss: 0.0245 Epoch 37 Batch 564/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9450, Loss: 0.0287 Epoch 37 Batch 565/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9474, Loss: 0.0336 Epoch 37 Batch 566/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9471, Loss: 0.0262 Epoch 37 Batch 567/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9442, Loss: 0.0250 Epoch 37 Batch 568/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9492, Loss: 0.0174 Epoch 37 Batch 569/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0253 Epoch 37 Batch 570/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9553, Loss: 0.0289 Epoch 37 Batch 571/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9592, Loss: 0.0206 Epoch 37 Batch 572/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9528, Loss: 0.0226 Epoch 37 Batch 573/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9574, Loss: 0.0346 Epoch 37 Batch 574/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9581, Loss: 0.0243 Epoch 37 Batch 575/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9538, Loss: 0.0199 Epoch 37 Batch 576/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9538, Loss: 0.0183 Epoch 37 Batch 577/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9538, Loss: 0.0247 Epoch 37 Batch 578/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9538, Loss: 0.0210 Epoch 37 Batch 579/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0245 Epoch 37 Batch 580/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9506, Loss: 0.0190 Epoch 37 Batch 581/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0171 Epoch 37 Batch 582/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9588, Loss: 0.0208 Epoch 37 Batch 583/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9588, Loss: 0.0245 Epoch 37 Batch 584/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0248 Epoch 37 Batch 585/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9542, Loss: 0.0152 Epoch 37 Batch 586/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9570, Loss: 0.0198 Epoch 37 Batch 587/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9570, Loss: 0.0245 Epoch 37 Batch 588/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9570, Loss: 0.0206 Epoch 37 Batch 589/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9570, Loss: 0.0221 Epoch 37 Batch 590/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9570, Loss: 0.0231 Epoch 37 Batch 591/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9549, Loss: 0.0223 Epoch 37 Batch 592/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9549, Loss: 0.0207 Epoch 37 Batch 593/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9549, Loss: 0.0397 Epoch 37 Batch 594/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0280 Epoch 37 Batch 595/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0230 Epoch 37 Batch 596/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0232 Epoch 37 Batch 597/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9506, Loss: 0.0240 Epoch 37 Batch 598/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9528, Loss: 0.0235 Epoch 37 Batch 599/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9485, Loss: 0.0405 Epoch 37 Batch 600/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9528, Loss: 0.0291 Epoch 37 Batch 601/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0255 Epoch 37 Batch 602/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0248 Epoch 37 Batch 603/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9624, Loss: 0.0257 Epoch 37 Batch 604/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9613, Loss: 0.0397 Epoch 37 Batch 605/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0326 Epoch 37 Batch 606/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0184 Epoch 37 Batch 607/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9560, Loss: 0.0306 Epoch 37 Batch 608/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9538, Loss: 0.0291 Epoch 37 Batch 609/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9489, Loss: 0.0323 Epoch 37 Batch 610/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9496, Loss: 0.0306 Epoch 37 Batch 611/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9499, Loss: 0.0257 Epoch 37 Batch 612/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9435, Loss: 0.0189 Epoch 37 Batch 613/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9407, Loss: 0.0281 Epoch 37 Batch 614/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9407, Loss: 0.0228 Epoch 37 Batch 615/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9435, Loss: 0.0196 Epoch 37 Batch 616/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9435, Loss: 0.0238 Epoch 37 Batch 617/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9435, Loss: 0.0213 Epoch 37 Batch 618/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9492, Loss: 0.0237 Epoch 37 Batch 619/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9538, Loss: 0.0215 Epoch 37 Batch 620/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0206 Epoch 37 Batch 621/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0283 Epoch 37 Batch 622/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9556, Loss: 0.0313 Epoch 37 Batch 623/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9524, Loss: 0.0316 Epoch 37 Batch 624/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9457, Loss: 0.0260 Epoch 37 Batch 625/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0238 Epoch 37 Batch 626/1077 - Train Accuracy: 0.9538, Validation Accuracy: 0.9446, Loss: 0.0231 Epoch 37 Batch 627/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9446, Loss: 0.0247 Epoch 37 Batch 628/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9538, Loss: 0.0270 Epoch 37 Batch 629/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9538, Loss: 0.0313 Epoch 37 Batch 630/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9538, Loss: 0.0247 Epoch 37 Batch 631/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9538, Loss: 0.0259 Epoch 37 Batch 632/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0188 Epoch 37 Batch 633/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9592, Loss: 0.0226 Epoch 37 Batch 634/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9588, Loss: 0.0190 Epoch 37 Batch 635/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9592, Loss: 0.0258 Epoch 37 Batch 636/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9641, Loss: 0.0233 Epoch 37 Batch 637/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9641, Loss: 0.0229 Epoch 37 Batch 638/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9599, Loss: 0.0208 Epoch 37 Batch 639/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9599, Loss: 0.0267 Epoch 37 Batch 640/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9634, Loss: 0.0186 Epoch 37 Batch 641/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9616, Loss: 0.0223 Epoch 37 Batch 642/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9670, Loss: 0.0212 Epoch 37 Batch 643/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9666, Loss: 0.0163 Epoch 37 Batch 644/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9666, Loss: 0.0208 Epoch 37 Batch 645/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9663, Loss: 0.0282 Epoch 37 Batch 646/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9581, Loss: 0.0233 Epoch 37 Batch 647/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0288 Epoch 37 Batch 648/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9581, Loss: 0.0204 Epoch 37 Batch 649/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9531, Loss: 0.0193 Epoch 37 Batch 650/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9482, Loss: 0.0197 Epoch 37 Batch 651/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0213 Epoch 37 Batch 652/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9489, Loss: 0.0199 Epoch 37 Batch 653/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0290 Epoch 37 Batch 654/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9535, Loss: 0.0241 Epoch 37 Batch 655/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9489, Loss: 0.0295 Epoch 37 Batch 656/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9521, Loss: 0.0218 Epoch 37 Batch 657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9485, Loss: 0.0240 Epoch 37 Batch 658/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9478, Loss: 0.0150 Epoch 37 Batch 659/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0226 Epoch 37 Batch 660/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9446, Loss: 0.0156 Epoch 37 Batch 661/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9478, Loss: 0.0211 Epoch 37 Batch 662/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9531, Loss: 0.0201 Epoch 37 Batch 663/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9524, Loss: 0.0170 Epoch 37 Batch 664/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9428, Loss: 0.0265 Epoch 37 Batch 665/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9425, Loss: 0.0173 Epoch 37 Batch 666/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9325, Loss: 0.0290 Epoch 37 Batch 667/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9329, Loss: 0.0286 Epoch 37 Batch 668/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9425, Loss: 0.0214 Epoch 37 Batch 669/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9435, Loss: 0.0177 Epoch 37 Batch 670/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9545, Loss: 0.0189 Epoch 37 Batch 671/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9588, Loss: 0.0247 Epoch 37 Batch 672/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9489, Loss: 0.0201 Epoch 37 Batch 673/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9489, Loss: 0.0250 Epoch 37 Batch 674/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9467, Loss: 0.0209 Epoch 37 Batch 675/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9517, Loss: 0.0245 Epoch 37 Batch 676/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9467, Loss: 0.0228 Epoch 37 Batch 677/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9428, Loss: 0.0292 Epoch 37 Batch 678/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9379, Loss: 0.0164 Epoch 37 Batch 679/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9375, Loss: 0.0175 Epoch 37 Batch 680/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9428, Loss: 0.0260 Epoch 37 Batch 681/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9478, Loss: 0.0246 Epoch 37 Batch 682/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9428, Loss: 0.0205 Epoch 37 Batch 683/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9482, Loss: 0.0210 Epoch 37 Batch 684/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9478, Loss: 0.0221 Epoch 37 Batch 685/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9478, Loss: 0.0272 Epoch 37 Batch 686/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9474, Loss: 0.0232 Epoch 37 Batch 687/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0225 Epoch 37 Batch 688/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9567, Loss: 0.0182 Epoch 37 Batch 689/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9563, Loss: 0.0178 Epoch 37 Batch 690/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9574, Loss: 0.0245 Epoch 37 Batch 691/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9577, Loss: 0.0252 Epoch 37 Batch 692/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9631, Loss: 0.0253 Epoch 37 Batch 693/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9634, Loss: 0.0311 Epoch 37 Batch 694/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9631, Loss: 0.0178 Epoch 37 Batch 695/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0214 Epoch 37 Batch 696/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9631, Loss: 0.0201 Epoch 37 Batch 697/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9677, Loss: 0.0264 Epoch 37 Batch 698/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9677, Loss: 0.0215 Epoch 37 Batch 699/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9677, Loss: 0.0194 Epoch 37 Batch 700/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9677, Loss: 0.0205 Epoch 37 Batch 701/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9673, Loss: 0.0207 Epoch 37 Batch 702/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9673, Loss: 0.0351 Epoch 37 Batch 703/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9673, Loss: 0.0218 Epoch 37 Batch 704/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9673, Loss: 0.0352 Epoch 37 Batch 705/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9585, Loss: 0.0277 Epoch 37 Batch 706/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9570, Loss: 0.0426 Epoch 37 Batch 707/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9585, Loss: 0.0285 Epoch 37 Batch 708/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9585, Loss: 0.0241 Epoch 37 Batch 709/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9556, Loss: 0.0242 Epoch 37 Batch 710/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0141 Epoch 37 Batch 711/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9506, Loss: 0.0282 Epoch 37 Batch 712/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9442, Loss: 0.0197 Epoch 37 Batch 713/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9393, Loss: 0.0197 Epoch 37 Batch 714/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9425, Loss: 0.0236 Epoch 37 Batch 715/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9389, Loss: 0.0236 Epoch 37 Batch 716/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9389, Loss: 0.0191 Epoch 37 Batch 717/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9393, Loss: 0.0198 Epoch 37 Batch 718/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9350, Loss: 0.0229 Epoch 37 Batch 719/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9414, Loss: 0.0258 Epoch 37 Batch 720/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9503, Loss: 0.0236 Epoch 37 Batch 721/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0231 Epoch 37 Batch 722/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9510, Loss: 0.0197 Epoch 37 Batch 723/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9467, Loss: 0.0247 Epoch 37 Batch 724/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9421, Loss: 0.0241 Epoch 37 Batch 725/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9467, Loss: 0.0178 Epoch 37 Batch 726/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9471, Loss: 0.0181 Epoch 37 Batch 727/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9471, Loss: 0.0168 Epoch 37 Batch 728/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9513, Loss: 0.0280 Epoch 37 Batch 729/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9418, Loss: 0.0309 Epoch 37 Batch 730/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9414, Loss: 0.0296 Epoch 37 Batch 731/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9414, Loss: 0.0232 Epoch 37 Batch 732/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9414, Loss: 0.0277 Epoch 37 Batch 733/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9467, Loss: 0.0255 Epoch 37 Batch 734/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9553, Loss: 0.0185 Epoch 37 Batch 735/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0158 Epoch 37 Batch 736/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9496, Loss: 0.0233 Epoch 37 Batch 737/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0236 Epoch 37 Batch 738/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9467, Loss: 0.0169 Epoch 37 Batch 739/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9517, Loss: 0.0178 Epoch 37 Batch 740/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9521, Loss: 0.0160 Epoch 37 Batch 741/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9542, Loss: 0.0299 Epoch 37 Batch 742/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9542, Loss: 0.0206 Epoch 37 Batch 743/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9581, Loss: 0.0218 Epoch 37 Batch 744/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9581, Loss: 0.0258 Epoch 37 Batch 745/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9485, Loss: 0.0257 Epoch 37 Batch 746/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9485, Loss: 0.0244 Epoch 37 Batch 747/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0162 Epoch 37 Batch 748/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9528, Loss: 0.0197 Epoch 37 Batch 749/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9574, Loss: 0.0180 Epoch 37 Batch 750/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9574, Loss: 0.0233 Epoch 37 Batch 751/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0253 Epoch 37 Batch 752/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9545, Loss: 0.0242 Epoch 37 Batch 753/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0208 Epoch 37 Batch 754/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9492, Loss: 0.0273 Epoch 37 Batch 755/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9478, Loss: 0.0270 Epoch 37 Batch 756/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9503, Loss: 0.0226 Epoch 37 Batch 757/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9524, Loss: 0.0207 Epoch 37 Batch 758/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9570, Loss: 0.0167 Epoch 37 Batch 759/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9570, Loss: 0.0220 Epoch 37 Batch 760/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9531, Loss: 0.0236 Epoch 37 Batch 761/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9535, Loss: 0.0210 Epoch 37 Batch 762/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9535, Loss: 0.0224 Epoch 37 Batch 763/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9489, Loss: 0.0250 Epoch 37 Batch 764/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9489, Loss: 0.0192 Epoch 37 Batch 765/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9489, Loss: 0.0292 Epoch 37 Batch 766/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9535, Loss: 0.0267 Epoch 37 Batch 767/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9631, Loss: 0.0251 Epoch 37 Batch 768/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0209 Epoch 37 Batch 769/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9592, Loss: 0.0239 Epoch 37 Batch 770/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0216 Epoch 37 Batch 771/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9585, Loss: 0.0229 Epoch 37 Batch 772/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9581, Loss: 0.0210 Epoch 37 Batch 773/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9581, Loss: 0.0179 Epoch 37 Batch 774/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0199 Epoch 37 Batch 775/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9588, Loss: 0.0197 Epoch 37 Batch 776/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9545, Loss: 0.0227 Epoch 37 Batch 777/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9595, Loss: 0.0156 Epoch 37 Batch 778/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9602, Loss: 0.0214 Epoch 37 Batch 779/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9606, Loss: 0.0209 Epoch 37 Batch 780/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9656, Loss: 0.0289 Epoch 37 Batch 781/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9652, Loss: 0.0214 Epoch 37 Batch 782/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9652, Loss: 0.0241 Epoch 37 Batch 783/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9581, Loss: 0.0243 Epoch 37 Batch 784/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9577, Loss: 0.0156 Epoch 37 Batch 785/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0182 Epoch 37 Batch 786/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9606, Loss: 0.0186 Epoch 37 Batch 787/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9656, Loss: 0.0206 Epoch 37 Batch 788/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9606, Loss: 0.0199 Epoch 37 Batch 789/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9631, Loss: 0.0264 Epoch 37 Batch 790/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9631, Loss: 0.0252 Epoch 37 Batch 791/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9652, Loss: 0.0254 Epoch 37 Batch 792/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0223 Epoch 37 Batch 793/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9570, Loss: 0.0243 Epoch 37 Batch 794/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9570, Loss: 0.0181 Epoch 37 Batch 795/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9570, Loss: 0.0275 Epoch 37 Batch 796/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0225 Epoch 37 Batch 797/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0250 Epoch 37 Batch 798/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9602, Loss: 0.0207 Epoch 37 Batch 799/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9563, Loss: 0.0323 Epoch 37 Batch 800/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9553, Loss: 0.0206 Epoch 37 Batch 801/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9556, Loss: 0.0196 Epoch 37 Batch 802/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9609, Loss: 0.0282 Epoch 37 Batch 803/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9528, Loss: 0.0187 Epoch 37 Batch 804/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9442, Loss: 0.0146 Epoch 37 Batch 805/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9442, Loss: 0.0237 Epoch 37 Batch 806/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9496, Loss: 0.0216 Epoch 37 Batch 807/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9425, Loss: 0.0161 Epoch 37 Batch 808/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0350 Epoch 37 Batch 809/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9382, Loss: 0.0361 Epoch 37 Batch 810/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9382, Loss: 0.0201 Epoch 37 Batch 811/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9379, Loss: 0.0253 Epoch 37 Batch 812/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9442, Loss: 0.0228 Epoch 37 Batch 813/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9513, Loss: 0.0261 Epoch 37 Batch 814/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9542, Loss: 0.0234 Epoch 37 Batch 815/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9542, Loss: 0.0297 Epoch 37 Batch 816/1077 - Train Accuracy: 0.9947, Validation Accuracy: 0.9542, Loss: 0.0189 Epoch 37 Batch 817/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0223 Epoch 37 Batch 818/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9627, Loss: 0.0264 Epoch 37 Batch 819/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9574, Loss: 0.0239 Epoch 37 Batch 820/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9549, Loss: 0.0280 Epoch 37 Batch 821/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9595, Loss: 0.0225 Epoch 37 Batch 822/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9563, Loss: 0.0218 Epoch 37 Batch 823/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9574, Loss: 0.0252 Epoch 37 Batch 824/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9616, Loss: 0.0246 Epoch 37 Batch 825/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0175 Epoch 37 Batch 826/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9599, Loss: 0.0179 Epoch 37 Batch 827/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9553, Loss: 0.0275 Epoch 37 Batch 828/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9489, Loss: 0.0193 Epoch 37 Batch 829/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9467, Loss: 0.0307 Epoch 37 Batch 830/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9489, Loss: 0.0278 Epoch 37 Batch 831/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9489, Loss: 0.0247 Epoch 37 Batch 832/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0202 Epoch 37 Batch 833/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9627, Loss: 0.0289 Epoch 37 Batch 834/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9627, Loss: 0.0291 Epoch 37 Batch 835/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9563, Loss: 0.0224 Epoch 37 Batch 836/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9563, Loss: 0.0213 Epoch 37 Batch 837/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9588, Loss: 0.0339 Epoch 37 Batch 838/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9592, Loss: 0.0207 Epoch 37 Batch 839/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9592, Loss: 0.0170 Epoch 37 Batch 840/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9496, Loss: 0.0228 Epoch 37 Batch 841/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9474, Loss: 0.0376 Epoch 37 Batch 842/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9474, Loss: 0.0171 Epoch 37 Batch 843/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9528, Loss: 0.0211 Epoch 37 Batch 844/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9528, Loss: 0.0225 Epoch 37 Batch 845/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9620, Loss: 0.0217 Epoch 37 Batch 846/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9535, Loss: 0.0337 Epoch 37 Batch 847/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0261 Epoch 37 Batch 848/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0234 Epoch 37 Batch 849/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9560, Loss: 0.0148 Epoch 37 Batch 850/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9503, Loss: 0.0342 Epoch 37 Batch 851/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0329 Epoch 37 Batch 852/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9563, Loss: 0.0358 Epoch 37 Batch 853/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9616, Loss: 0.0230 Epoch 37 Batch 854/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9570, Loss: 0.0268 Epoch 37 Batch 855/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9467, Loss: 0.0277 Epoch 37 Batch 856/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9538, Loss: 0.0237 Epoch 37 Batch 857/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9489, Loss: 0.0211 Epoch 37 Batch 858/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9467, Loss: 0.0183 Epoch 37 Batch 859/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9464, Loss: 0.0215 Epoch 37 Batch 860/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9496, Loss: 0.0239 Epoch 37 Batch 861/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9446, Loss: 0.0212 Epoch 37 Batch 862/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9432, Loss: 0.0296 Epoch 37 Batch 863/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9439, Loss: 0.0217 Epoch 37 Batch 864/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9492, Loss: 0.0236 Epoch 37 Batch 865/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9492, Loss: 0.0218 Epoch 37 Batch 866/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9496, Loss: 0.0270 Epoch 37 Batch 867/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9542, Loss: 0.0625 Epoch 37 Batch 868/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0251 Epoch 37 Batch 869/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9585, Loss: 0.0230 Epoch 37 Batch 870/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9577, Loss: 0.0185 Epoch 37 Batch 871/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9581, Loss: 0.0191 Epoch 37 Batch 872/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9585, Loss: 0.0258 Epoch 37 Batch 873/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9474, Loss: 0.0228 Epoch 37 Batch 874/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9482, Loss: 0.0261 Epoch 37 Batch 875/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9435, Loss: 0.0212 Epoch 37 Batch 876/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9421, Loss: 0.0210 Epoch 37 Batch 877/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9474, Loss: 0.0209 Epoch 37 Batch 878/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9496, Loss: 0.0186 Epoch 37 Batch 879/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9513, Loss: 0.0160 Epoch 37 Batch 880/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0250 Epoch 37 Batch 881/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9560, Loss: 0.0210 Epoch 37 Batch 882/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0195 Epoch 37 Batch 883/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9560, Loss: 0.0357 Epoch 37 Batch 884/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9560, Loss: 0.0261 Epoch 37 Batch 885/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9609, Loss: 0.0175 Epoch 37 Batch 886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9609, Loss: 0.0213 Epoch 37 Batch 887/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9609, Loss: 0.0258 Epoch 37 Batch 888/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9602, Loss: 0.0224 Epoch 37 Batch 889/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9553, Loss: 0.0275 Epoch 37 Batch 890/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0228 Epoch 37 Batch 891/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9556, Loss: 0.0196 Epoch 37 Batch 892/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9510, Loss: 0.0207 Epoch 37 Batch 893/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0187 Epoch 37 Batch 894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9467, Loss: 0.0169 Epoch 37 Batch 895/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9467, Loss: 0.0189 Epoch 37 Batch 896/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9513, Loss: 0.0249 Epoch 37 Batch 897/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9517, Loss: 0.0175 Epoch 37 Batch 898/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9588, Loss: 0.0214 Epoch 37 Batch 899/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0278 Epoch 37 Batch 900/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9585, Loss: 0.0254 Epoch 37 Batch 901/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9585, Loss: 0.0349 Epoch 37 Batch 902/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9585, Loss: 0.0286 Epoch 37 Batch 903/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0220 Epoch 37 Batch 904/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9588, Loss: 0.0215 Epoch 37 Batch 905/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0173 Epoch 37 Batch 906/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0265 Epoch 37 Batch 907/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9624, Loss: 0.0259 Epoch 37 Batch 908/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9570, Loss: 0.0203 Epoch 37 Batch 909/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9627, Loss: 0.0299 Epoch 37 Batch 910/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9556, Loss: 0.0264 Epoch 37 Batch 911/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0340 Epoch 37 Batch 912/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9631, Loss: 0.0245 Epoch 37 Batch 913/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9631, Loss: 0.0300 Epoch 37 Batch 914/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9631, Loss: 0.0529 Epoch 37 Batch 915/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9673, Loss: 0.0210 Epoch 37 Batch 916/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9719, Loss: 0.0227 Epoch 37 Batch 917/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9723, Loss: 0.0225 Epoch 37 Batch 918/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9677, Loss: 0.0222 Epoch 37 Batch 919/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9673, Loss: 0.0183 Epoch 37 Batch 920/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9673, Loss: 0.0207 Epoch 37 Batch 921/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9673, Loss: 0.0256 Epoch 37 Batch 922/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9602, Loss: 0.0230 Epoch 37 Batch 923/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9602, Loss: 0.0140 Epoch 37 Batch 924/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9599, Loss: 0.0317 Epoch 37 Batch 925/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9599, Loss: 0.0182 Epoch 37 Batch 926/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9599, Loss: 0.0234 Epoch 37 Batch 927/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0269 Epoch 37 Batch 928/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9648, Loss: 0.0221 Epoch 37 Batch 929/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9645, Loss: 0.0212 Epoch 37 Batch 930/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9645, Loss: 0.0160 Epoch 37 Batch 931/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9648, Loss: 0.0207 Epoch 37 Batch 932/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9592, Loss: 0.0203 Epoch 37 Batch 933/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9538, Loss: 0.0195 Epoch 37 Batch 934/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9538, Loss: 0.0184 Epoch 37 Batch 935/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9538, Loss: 0.0197 Epoch 37 Batch 936/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9592, Loss: 0.0281 Epoch 37 Batch 937/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9581, Loss: 0.0382 Epoch 37 Batch 938/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0272 Epoch 37 Batch 939/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9641, Loss: 0.0277 Epoch 37 Batch 940/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9698, Loss: 0.0206 Epoch 37 Batch 941/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9702, Loss: 0.0215 Epoch 37 Batch 942/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9602, Loss: 0.0258 Epoch 37 Batch 943/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9574, Loss: 0.0184 Epoch 37 Batch 944/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9609, Loss: 0.0235 Epoch 37 Batch 945/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0165 Epoch 37 Batch 946/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9513, Loss: 0.0157 Epoch 37 Batch 947/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9560, Loss: 0.0301 Epoch 37 Batch 948/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0223 Epoch 37 Batch 949/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9453, Loss: 0.0202 Epoch 37 Batch 950/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9432, Loss: 0.0209 Epoch 37 Batch 951/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9428, Loss: 0.0232 Epoch 37 Batch 952/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9478, Loss: 0.0144 Epoch 37 Batch 953/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9482, Loss: 0.0192 Epoch 37 Batch 954/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9553, Loss: 0.0267 Epoch 37 Batch 955/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0251 Epoch 37 Batch 956/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9606, Loss: 0.0248 Epoch 37 Batch 957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9638, Loss: 0.0173 Epoch 37 Batch 958/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0220 Epoch 37 Batch 959/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0255 Epoch 37 Batch 960/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9542, Loss: 0.0216 Epoch 37 Batch 961/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9588, Loss: 0.0179 Epoch 37 Batch 962/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9585, Loss: 0.0290 Epoch 37 Batch 963/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9627, Loss: 0.0289 Epoch 37 Batch 964/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9631, Loss: 0.0211 Epoch 37 Batch 965/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9499, Loss: 0.0324 Epoch 37 Batch 966/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9457, Loss: 0.0211 Epoch 37 Batch 967/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9453, Loss: 0.0262 Epoch 37 Batch 968/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9450, Loss: 0.0318 Epoch 37 Batch 969/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9538, Loss: 0.0304 Epoch 37 Batch 970/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0234 Epoch 37 Batch 971/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0302 Epoch 37 Batch 972/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9545, Loss: 0.0246 Epoch 37 Batch 973/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9556, Loss: 0.0182 Epoch 37 Batch 974/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9535, Loss: 0.0195 Epoch 37 Batch 975/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9489, Loss: 0.0210 Epoch 37 Batch 976/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9538, Loss: 0.0169 Epoch 37 Batch 977/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9588, Loss: 0.0177 Epoch 37 Batch 978/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9531, Loss: 0.0232 Epoch 37 Batch 979/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9428, Loss: 0.0203 Epoch 37 Batch 980/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9503, Loss: 0.0247 Epoch 37 Batch 981/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9503, Loss: 0.0260 Epoch 37 Batch 982/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9499, Loss: 0.0244 Epoch 37 Batch 983/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9482, Loss: 0.0216 Epoch 37 Batch 984/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9435, Loss: 0.0257 Epoch 37 Batch 985/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9435, Loss: 0.0174 Epoch 37 Batch 986/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0219 Epoch 37 Batch 987/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9439, Loss: 0.0187 Epoch 37 Batch 988/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9322, Loss: 0.0273 Epoch 37 Batch 989/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9322, Loss: 0.0245 Epoch 37 Batch 990/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9375, Loss: 0.0281 Epoch 37 Batch 991/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9379, Loss: 0.0186 Epoch 37 Batch 992/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9375, Loss: 0.0249 Epoch 37 Batch 993/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0171 Epoch 37 Batch 994/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9467, Loss: 0.0202 Epoch 37 Batch 995/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9478, Loss: 0.0203 Epoch 37 Batch 996/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9467, Loss: 0.0242 Epoch 37 Batch 997/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9421, Loss: 0.0257 Epoch 37 Batch 998/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9446, Loss: 0.0187 Epoch 37 Batch 999/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9389, Loss: 0.0233 Epoch 37 Batch 1000/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9389, Loss: 0.0231 Epoch 37 Batch 1001/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9389, Loss: 0.0171 Epoch 37 Batch 1002/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9386, Loss: 0.0168 Epoch 37 Batch 1003/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9386, Loss: 0.0214 Epoch 37 Batch 1004/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9478, Loss: 0.0190 Epoch 37 Batch 1005/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9478, Loss: 0.0220 Epoch 37 Batch 1006/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9432, Loss: 0.0212 Epoch 37 Batch 1007/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9389, Loss: 0.0202 Epoch 37 Batch 1008/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9453, Loss: 0.0233 Epoch 37 Batch 1009/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9478, Loss: 0.0149 Epoch 37 Batch 1010/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9432, Loss: 0.0195 Epoch 37 Batch 1011/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9528, Loss: 0.0198 Epoch 37 Batch 1012/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9474, Loss: 0.0184 Epoch 37 Batch 1013/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9478, Loss: 0.0153 Epoch 37 Batch 1014/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9482, Loss: 0.0197 Epoch 37 Batch 1015/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9482, Loss: 0.0329 Epoch 37 Batch 1016/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0214 Epoch 37 Batch 1017/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9503, Loss: 0.0190 Epoch 37 Batch 1018/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9549, Loss: 0.0265 Epoch 37 Batch 1019/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9549, Loss: 0.0325 Epoch 37 Batch 1020/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9549, Loss: 0.0183 Epoch 37 Batch 1021/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9542, Loss: 0.0224 Epoch 37 Batch 1022/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9545, Loss: 0.0216 Epoch 37 Batch 1023/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9574, Loss: 0.0232 Epoch 37 Batch 1024/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9577, Loss: 0.0277 Epoch 37 Batch 1025/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9535, Loss: 0.0239 Epoch 37 Batch 1026/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9478, Loss: 0.0255 Epoch 37 Batch 1027/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9503, Loss: 0.0190 Epoch 37 Batch 1028/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0231 Epoch 37 Batch 1029/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9524, Loss: 0.0213 Epoch 37 Batch 1030/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9574, Loss: 0.0195 Epoch 37 Batch 1031/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9581, Loss: 0.0284 Epoch 37 Batch 1032/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9528, Loss: 0.0294 Epoch 37 Batch 1033/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9528, Loss: 0.0233 Epoch 37 Batch 1034/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0217 Epoch 37 Batch 1035/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9528, Loss: 0.0158 Epoch 37 Batch 1036/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9474, Loss: 0.0270 Epoch 37 Batch 1037/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9510, Loss: 0.0246 Epoch 37 Batch 1038/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9567, Loss: 0.0323 Epoch 37 Batch 1039/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9478, Loss: 0.0221 Epoch 37 Batch 1040/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9485, Loss: 0.0223 Epoch 37 Batch 1041/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9485, Loss: 0.0322 Epoch 37 Batch 1042/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9485, Loss: 0.0196 Epoch 37 Batch 1043/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0327 Epoch 37 Batch 1044/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9577, Loss: 0.0204 Epoch 37 Batch 1045/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9585, Loss: 0.0249 Epoch 37 Batch 1046/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9538, Loss: 0.0170 Epoch 37 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9471, Loss: 0.0160 Epoch 37 Batch 1048/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9407, Loss: 0.0293 Epoch 37 Batch 1049/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9364, Loss: 0.0274 Epoch 37 Batch 1050/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9496, Loss: 0.0151 Epoch 37 Batch 1051/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9542, Loss: 0.0270 Epoch 37 Batch 1052/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9585, Loss: 0.0168 Epoch 37 Batch 1053/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0256 Epoch 37 Batch 1054/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9634, Loss: 0.0225 Epoch 37 Batch 1055/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9659, Loss: 0.0284 Epoch 37 Batch 1056/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0158 Epoch 37 Batch 1057/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9560, Loss: 0.0250 Epoch 37 Batch 1058/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9556, Loss: 0.0255 Epoch 37 Batch 1059/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9531, Loss: 0.0273 Epoch 37 Batch 1060/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9531, Loss: 0.0179 Epoch 37 Batch 1061/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9553, Loss: 0.0368 Epoch 37 Batch 1062/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9531, Loss: 0.0257 Epoch 37 Batch 1063/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9535, Loss: 0.0298 Epoch 37 Batch 1064/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0211 Epoch 37 Batch 1065/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0253 Epoch 37 Batch 1066/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9499, Loss: 0.0183 Epoch 37 Batch 1067/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9453, Loss: 0.0217 Epoch 37 Batch 1068/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9453, Loss: 0.0160 Epoch 37 Batch 1069/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9503, Loss: 0.0178 Epoch 37 Batch 1070/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0200 Epoch 37 Batch 1071/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9524, Loss: 0.0246 Epoch 37 Batch 1072/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9513, Loss: 0.0243 Epoch 37 Batch 1073/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9521, Loss: 0.0229 Epoch 37 Batch 1074/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0300 Epoch 37 Batch 1075/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9521, Loss: 0.0285 Epoch 38 Batch 1/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9521, Loss: 0.0169 Epoch 38 Batch 2/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9517, Loss: 0.0231 Epoch 38 Batch 3/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9485, Loss: 0.0290 Epoch 38 Batch 4/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9485, Loss: 0.0182 Epoch 38 Batch 5/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9485, Loss: 0.0323 Epoch 38 Batch 6/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9510, Loss: 0.0202 Epoch 38 Batch 7/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0247 Epoch 38 Batch 8/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9524, Loss: 0.0195 Epoch 38 Batch 9/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9574, Loss: 0.0240 Epoch 38 Batch 10/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9616, Loss: 0.0246 Epoch 38 Batch 11/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9574, Loss: 0.0320 Epoch 38 Batch 12/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9577, Loss: 0.0168 Epoch 38 Batch 13/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9577, Loss: 0.0301 Epoch 38 Batch 14/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9602, Loss: 0.0184 Epoch 38 Batch 15/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0176 Epoch 38 Batch 16/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9606, Loss: 0.0234 Epoch 38 Batch 17/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9606, Loss: 0.0184 Epoch 38 Batch 18/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9592, Loss: 0.0184 Epoch 38 Batch 19/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9638, Loss: 0.0190 Epoch 38 Batch 20/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9524, Loss: 0.0193 Epoch 38 Batch 21/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9599, Loss: 0.0285 Epoch 38 Batch 22/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9471, Loss: 0.0242 Epoch 38 Batch 23/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9396, Loss: 0.0172 Epoch 38 Batch 24/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9396, Loss: 0.0271 Epoch 38 Batch 25/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9389, Loss: 0.0170 Epoch 38 Batch 26/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9389, Loss: 0.0298 Epoch 38 Batch 27/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9471, Loss: 0.0155 Epoch 38 Batch 28/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0228 Epoch 38 Batch 29/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0208 Epoch 38 Batch 30/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9549, Loss: 0.0194 Epoch 38 Batch 31/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9542, Loss: 0.0230 Epoch 38 Batch 32/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0177 Epoch 38 Batch 33/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9510, Loss: 0.0155 Epoch 38 Batch 34/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9560, Loss: 0.0275 Epoch 38 Batch 35/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9560, Loss: 0.0239 Epoch 38 Batch 36/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9613, Loss: 0.0208 Epoch 38 Batch 37/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9585, Loss: 0.0233 Epoch 38 Batch 38/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9538, Loss: 0.0293 Epoch 38 Batch 39/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9545, Loss: 0.0313 Epoch 38 Batch 40/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9545, Loss: 0.0169 Epoch 38 Batch 41/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9474, Loss: 0.0205 Epoch 38 Batch 42/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9425, Loss: 0.0298 Epoch 38 Batch 43/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9421, Loss: 0.0145 Epoch 38 Batch 44/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9421, Loss: 0.0160 Epoch 38 Batch 45/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9425, Loss: 0.0238 Epoch 38 Batch 46/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9414, Loss: 0.0300 Epoch 38 Batch 47/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9407, Loss: 0.0223 Epoch 38 Batch 48/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0270 Epoch 38 Batch 49/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9460, Loss: 0.0298 Epoch 38 Batch 50/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9439, Loss: 0.0200 Epoch 38 Batch 51/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9489, Loss: 0.0222 Epoch 38 Batch 52/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9489, Loss: 0.0287 Epoch 38 Batch 53/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9492, Loss: 0.0212 Epoch 38 Batch 54/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9485, Loss: 0.0425 Epoch 38 Batch 55/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9489, Loss: 0.0186 Epoch 38 Batch 56/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0176 Epoch 38 Batch 57/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9439, Loss: 0.0289 Epoch 38 Batch 58/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9439, Loss: 0.0223 Epoch 38 Batch 59/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9347, Loss: 0.0273 Epoch 38 Batch 60/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9375, Loss: 0.0173 Epoch 38 Batch 61/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9350, Loss: 0.0269 Epoch 38 Batch 62/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9492, Loss: 0.0250 Epoch 38 Batch 63/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9471, Loss: 0.0178 Epoch 38 Batch 64/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9471, Loss: 0.0194 Epoch 38 Batch 65/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9421, Loss: 0.0221 Epoch 38 Batch 66/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9403, Loss: 0.0126 Epoch 38 Batch 67/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9371, Loss: 0.0241 Epoch 38 Batch 68/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9453, Loss: 0.0277 Epoch 38 Batch 69/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9485, Loss: 0.0320 Epoch 38 Batch 70/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9503, Loss: 0.0298 Epoch 38 Batch 71/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9549, Loss: 0.0149 Epoch 38 Batch 72/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0223 Epoch 38 Batch 73/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9506, Loss: 0.0224 Epoch 38 Batch 74/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9542, Loss: 0.0208 Epoch 38 Batch 75/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9496, Loss: 0.0305 Epoch 38 Batch 76/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9496, Loss: 0.0185 Epoch 38 Batch 77/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9453, Loss: 0.0231 Epoch 38 Batch 78/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9453, Loss: 0.0213 Epoch 38 Batch 79/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9400, Loss: 0.0201 Epoch 38 Batch 80/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9432, Loss: 0.0205 Epoch 38 Batch 81/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9432, Loss: 0.0186 Epoch 38 Batch 82/1077 - Train Accuracy: 0.9553, Validation Accuracy: 0.9432, Loss: 0.0242 Epoch 38 Batch 83/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9563, Loss: 0.0180 Epoch 38 Batch 84/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0180 Epoch 38 Batch 85/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9609, Loss: 0.0194 Epoch 38 Batch 86/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0206 Epoch 38 Batch 87/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9595, Loss: 0.0283 Epoch 38 Batch 88/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9545, Loss: 0.0277 Epoch 38 Batch 89/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9673, Loss: 0.0226 Epoch 38 Batch 90/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9723, Loss: 0.0184 Epoch 38 Batch 91/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9528, Loss: 0.0200 Epoch 38 Batch 92/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9485, Loss: 0.0216 Epoch 38 Batch 93/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9453, Loss: 0.0237 Epoch 38 Batch 94/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9453, Loss: 0.0202 Epoch 38 Batch 95/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9474, Loss: 0.0263 Epoch 38 Batch 96/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9474, Loss: 0.0236 Epoch 38 Batch 97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9492, Loss: 0.0277 Epoch 38 Batch 98/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9485, Loss: 0.0260 Epoch 38 Batch 99/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9450, Loss: 0.0195 Epoch 38 Batch 100/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9467, Loss: 0.0212 Epoch 38 Batch 101/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9467, Loss: 0.0232 Epoch 38 Batch 102/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9453, Loss: 0.0155 Epoch 38 Batch 103/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9503, Loss: 0.0293 Epoch 38 Batch 104/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9616, Loss: 0.0232 Epoch 38 Batch 105/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9517, Loss: 0.0185 Epoch 38 Batch 106/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9418, Loss: 0.0229 Epoch 38 Batch 107/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9425, Loss: 0.0211 Epoch 38 Batch 108/1077 - Train Accuracy: 0.9389, Validation Accuracy: 0.9471, Loss: 0.0330 Epoch 38 Batch 109/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0270 Epoch 38 Batch 110/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9556, Loss: 0.0185 Epoch 38 Batch 111/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0199 Epoch 38 Batch 112/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9521, Loss: 0.0173 Epoch 38 Batch 113/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9471, Loss: 0.0276 Epoch 38 Batch 114/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9471, Loss: 0.0179 Epoch 38 Batch 115/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9478, Loss: 0.0245 Epoch 38 Batch 116/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9521, Loss: 0.0353 Epoch 38 Batch 117/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0223 Epoch 38 Batch 118/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9624, Loss: 0.0211 Epoch 38 Batch 119/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9624, Loss: 0.0136 Epoch 38 Batch 120/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9624, Loss: 0.0227 Epoch 38 Batch 121/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0234 Epoch 38 Batch 122/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0190 Epoch 38 Batch 123/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9538, Loss: 0.0176 Epoch 38 Batch 124/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9489, Loss: 0.0201 Epoch 38 Batch 125/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9489, Loss: 0.0349 Epoch 38 Batch 126/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9553, Loss: 0.0262 Epoch 38 Batch 127/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9570, Loss: 0.0206 Epoch 38 Batch 128/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9553, Loss: 0.0211 Epoch 38 Batch 129/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9482, Loss: 0.0297 Epoch 38 Batch 130/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9432, Loss: 0.0210 Epoch 38 Batch 131/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0256 Epoch 38 Batch 132/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9432, Loss: 0.0185 Epoch 38 Batch 133/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9435, Loss: 0.0170 Epoch 38 Batch 134/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9393, Loss: 0.0207 Epoch 38 Batch 135/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9386, Loss: 0.0230 Epoch 38 Batch 136/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9442, Loss: 0.0162 Epoch 38 Batch 137/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9446, Loss: 0.0232 Epoch 38 Batch 138/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9510, Loss: 0.0258 Epoch 38 Batch 139/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9510, Loss: 0.0218 Epoch 38 Batch 140/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9492, Loss: 0.0195 Epoch 38 Batch 141/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0189 Epoch 38 Batch 142/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9478, Loss: 0.0227 Epoch 38 Batch 143/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9599, Loss: 0.0242 Epoch 38 Batch 144/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9624, Loss: 0.0345 Epoch 38 Batch 145/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9542, Loss: 0.0198 Epoch 38 Batch 146/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9542, Loss: 0.0627 Epoch 38 Batch 147/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9450, Loss: 0.0181 Epoch 38 Batch 148/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9442, Loss: 0.0262 Epoch 38 Batch 149/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9393, Loss: 0.0182 Epoch 38 Batch 150/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9460, Loss: 0.0252 Epoch 38 Batch 151/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9492, Loss: 0.0195 Epoch 38 Batch 152/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0255 Epoch 38 Batch 153/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0306 Epoch 38 Batch 154/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9581, Loss: 0.0220 Epoch 38 Batch 155/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0214 Epoch 38 Batch 156/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0167 Epoch 38 Batch 157/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9613, Loss: 0.0202 Epoch 38 Batch 158/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9577, Loss: 0.0238 Epoch 38 Batch 159/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9577, Loss: 0.0206 Epoch 38 Batch 160/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9577, Loss: 0.0188 Epoch 38 Batch 161/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0185 Epoch 38 Batch 162/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0247 Epoch 38 Batch 163/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9677, Loss: 0.0308 Epoch 38 Batch 164/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9677, Loss: 0.0201 Epoch 38 Batch 165/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9627, Loss: 0.0317 Epoch 38 Batch 166/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9609, Loss: 0.0211 Epoch 38 Batch 167/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9560, Loss: 0.0171 Epoch 38 Batch 168/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0316 Epoch 38 Batch 169/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9510, Loss: 0.0242 Epoch 38 Batch 170/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9531, Loss: 0.0246 Epoch 38 Batch 171/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9577, Loss: 0.0203 Epoch 38 Batch 172/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9531, Loss: 0.0193 Epoch 38 Batch 173/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9535, Loss: 0.0251 Epoch 38 Batch 174/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9577, Loss: 0.0157 Epoch 38 Batch 175/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9577, Loss: 0.0295 Epoch 38 Batch 176/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9535, Loss: 0.0247 Epoch 38 Batch 177/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9563, Loss: 0.0231 Epoch 38 Batch 178/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9563, Loss: 0.0198 Epoch 38 Batch 179/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9563, Loss: 0.0221 Epoch 38 Batch 180/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0180 Epoch 38 Batch 181/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0243 Epoch 38 Batch 182/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9549, Loss: 0.0298 Epoch 38 Batch 183/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9549, Loss: 0.0226 Epoch 38 Batch 184/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9592, Loss: 0.0222 Epoch 38 Batch 185/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9609, Loss: 0.0277 Epoch 38 Batch 186/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9638, Loss: 0.0263 Epoch 38 Batch 187/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9563, Loss: 0.0160 Epoch 38 Batch 188/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9521, Loss: 0.0269 Epoch 38 Batch 189/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9496, Loss: 0.0185 Epoch 38 Batch 190/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9496, Loss: 0.0190 Epoch 38 Batch 191/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9432, Loss: 0.0193 Epoch 38 Batch 192/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9428, Loss: 0.0239 Epoch 38 Batch 193/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9425, Loss: 0.0201 Epoch 38 Batch 194/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9489, Loss: 0.0166 Epoch 38 Batch 195/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9489, Loss: 0.0196 Epoch 38 Batch 196/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9616, Loss: 0.0155 Epoch 38 Batch 197/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9592, Loss: 0.0210 Epoch 38 Batch 198/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9592, Loss: 0.0254 Epoch 38 Batch 199/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9634, Loss: 0.0198 Epoch 38 Batch 200/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9638, Loss: 0.0212 Epoch 38 Batch 201/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9641, Loss: 0.0192 Epoch 38 Batch 202/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9641, Loss: 0.0185 Epoch 38 Batch 203/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9592, Loss: 0.0253 Epoch 38 Batch 204/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9616, Loss: 0.0406 Epoch 38 Batch 205/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9663, Loss: 0.0302 Epoch 38 Batch 206/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9663, Loss: 0.0163 Epoch 38 Batch 207/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0190 Epoch 38 Batch 208/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9656, Loss: 0.0242 Epoch 38 Batch 209/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9606, Loss: 0.0181 Epoch 38 Batch 210/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9560, Loss: 0.0228 Epoch 38 Batch 211/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9535, Loss: 0.0189 Epoch 38 Batch 212/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9489, Loss: 0.0211 Epoch 38 Batch 213/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9542, Loss: 0.0168 Epoch 38 Batch 214/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9570, Loss: 0.0193 Epoch 38 Batch 215/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0229 Epoch 38 Batch 216/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9524, Loss: 0.0199 Epoch 38 Batch 217/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9513, Loss: 0.0189 Epoch 38 Batch 218/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9531, Loss: 0.0240 Epoch 38 Batch 219/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0166 Epoch 38 Batch 220/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9581, Loss: 0.0230 Epoch 38 Batch 221/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9549, Loss: 0.0232 Epoch 38 Batch 222/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9549, Loss: 0.0205 Epoch 38 Batch 223/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9524, Loss: 0.0210 Epoch 38 Batch 224/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0239 Epoch 38 Batch 225/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9474, Loss: 0.0268 Epoch 38 Batch 226/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9506, Loss: 0.0212 Epoch 38 Batch 227/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9506, Loss: 0.0299 Epoch 38 Batch 228/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0169 Epoch 38 Batch 229/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9538, Loss: 0.0201 Epoch 38 Batch 230/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0180 Epoch 38 Batch 231/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9563, Loss: 0.0265 Epoch 38 Batch 232/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9563, Loss: 0.0278 Epoch 38 Batch 233/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0253 Epoch 38 Batch 234/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9560, Loss: 0.0215 Epoch 38 Batch 235/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9560, Loss: 0.0259 Epoch 38 Batch 236/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9560, Loss: 0.0228 Epoch 38 Batch 237/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0186 Epoch 38 Batch 238/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0198 Epoch 38 Batch 239/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9570, Loss: 0.0150 Epoch 38 Batch 240/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9528, Loss: 0.0186 Epoch 38 Batch 241/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0164 Epoch 38 Batch 242/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0178 Epoch 38 Batch 243/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9524, Loss: 0.0257 Epoch 38 Batch 244/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9567, Loss: 0.0188 Epoch 38 Batch 245/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9549, Loss: 0.0189 Epoch 38 Batch 246/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9549, Loss: 0.0219 Epoch 38 Batch 247/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9545, Loss: 0.0212 Epoch 38 Batch 248/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9581, Loss: 0.0224 Epoch 38 Batch 249/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9577, Loss: 0.0215 Epoch 38 Batch 250/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9549, Loss: 0.0209 Epoch 38 Batch 251/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9549, Loss: 0.0241 Epoch 38 Batch 252/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9716, Loss: 0.0239 Epoch 38 Batch 253/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9716, Loss: 0.0221 Epoch 38 Batch 254/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9712, Loss: 0.0223 Epoch 38 Batch 255/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9712, Loss: 0.0197 Epoch 38 Batch 256/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9663, Loss: 0.0386 Epoch 38 Batch 257/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9613, Loss: 0.0212 Epoch 38 Batch 258/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0225 Epoch 38 Batch 259/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9673, Loss: 0.0202 Epoch 38 Batch 260/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9624, Loss: 0.0163 Epoch 38 Batch 261/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9624, Loss: 0.0181 Epoch 38 Batch 262/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0244 Epoch 38 Batch 263/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9595, Loss: 0.0174 Epoch 38 Batch 264/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9645, Loss: 0.0203 Epoch 38 Batch 265/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9645, Loss: 0.0198 Epoch 38 Batch 266/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9595, Loss: 0.0252 Epoch 38 Batch 267/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9538, Loss: 0.0167 Epoch 38 Batch 268/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9560, Loss: 0.0286 Epoch 38 Batch 269/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9563, Loss: 0.0256 Epoch 38 Batch 270/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9563, Loss: 0.0293 Epoch 38 Batch 271/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0215 Epoch 38 Batch 272/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9535, Loss: 0.0450 Epoch 38 Batch 273/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9585, Loss: 0.0209 Epoch 38 Batch 274/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9588, Loss: 0.0225 Epoch 38 Batch 275/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0217 Epoch 38 Batch 276/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9403, Loss: 0.0321 Epoch 38 Batch 277/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9471, Loss: 0.0176 Epoch 38 Batch 278/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9442, Loss: 0.0284 Epoch 38 Batch 279/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9467, Loss: 0.0290 Epoch 38 Batch 280/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9560, Loss: 0.0256 Epoch 38 Batch 281/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9492, Loss: 0.0240 Epoch 38 Batch 282/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9560, Loss: 0.0317 Epoch 38 Batch 283/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9521, Loss: 0.0211 Epoch 38 Batch 284/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0203 Epoch 38 Batch 285/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9496, Loss: 0.0259 Epoch 38 Batch 286/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9524, Loss: 0.0256 Epoch 38 Batch 287/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9485, Loss: 0.0282 Epoch 38 Batch 288/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9489, Loss: 0.0352 Epoch 38 Batch 289/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9485, Loss: 0.0185 Epoch 38 Batch 290/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0444 Epoch 38 Batch 291/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9499, Loss: 0.0351 Epoch 38 Batch 292/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9521, Loss: 0.0190 Epoch 38 Batch 293/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0211 Epoch 38 Batch 294/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9496, Loss: 0.0237 Epoch 38 Batch 295/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9489, Loss: 0.0245 Epoch 38 Batch 296/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9616, Loss: 0.0201 Epoch 38 Batch 297/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9616, Loss: 0.0284 Epoch 38 Batch 298/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9616, Loss: 0.0266 Epoch 38 Batch 299/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9503, Loss: 0.0242 Epoch 38 Batch 300/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0216 Epoch 38 Batch 301/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9460, Loss: 0.0218 Epoch 38 Batch 302/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9499, Loss: 0.0219 Epoch 38 Batch 303/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9506, Loss: 0.0289 Epoch 38 Batch 304/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9471, Loss: 0.0224 Epoch 38 Batch 305/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9670, Loss: 0.0222 Epoch 38 Batch 306/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9624, Loss: 0.0391 Epoch 38 Batch 307/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9506, Loss: 0.0254 Epoch 38 Batch 308/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9556, Loss: 0.0238 Epoch 38 Batch 309/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9549, Loss: 0.0201 Epoch 38 Batch 310/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9517, Loss: 0.0216 Epoch 38 Batch 311/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9513, Loss: 0.0200 Epoch 38 Batch 312/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9524, Loss: 0.0348 Epoch 38 Batch 313/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9474, Loss: 0.0182 Epoch 38 Batch 314/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9425, Loss: 0.0310 Epoch 38 Batch 315/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9318, Loss: 0.0193 Epoch 38 Batch 316/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9361, Loss: 0.0284 Epoch 38 Batch 317/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9339, Loss: 0.0226 Epoch 38 Batch 318/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9389, Loss: 0.0187 Epoch 38 Batch 319/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9332, Loss: 0.0317 Epoch 38 Batch 320/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9467, Loss: 0.0383 Epoch 38 Batch 321/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9524, Loss: 0.0211 Epoch 38 Batch 322/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9545, Loss: 0.0225 Epoch 38 Batch 323/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0250 Epoch 38 Batch 324/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9563, Loss: 0.0225 Epoch 38 Batch 325/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9528, Loss: 0.0278 Epoch 38 Batch 326/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9528, Loss: 0.0236 Epoch 38 Batch 327/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9492, Loss: 0.0331 Epoch 38 Batch 328/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9492, Loss: 0.0259 Epoch 38 Batch 329/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9460, Loss: 0.0244 Epoch 38 Batch 330/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9343, Loss: 0.0217 Epoch 38 Batch 331/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9343, Loss: 0.0242 Epoch 38 Batch 332/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9343, Loss: 0.0173 Epoch 38 Batch 333/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9471, Loss: 0.0231 Epoch 38 Batch 334/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9467, Loss: 0.0185 Epoch 38 Batch 335/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9510, Loss: 0.0259 Epoch 38 Batch 336/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9570, Loss: 0.0635 Epoch 38 Batch 337/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9609, Loss: 0.0237 Epoch 38 Batch 338/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9609, Loss: 0.0317 Epoch 38 Batch 339/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9563, Loss: 0.0158 Epoch 38 Batch 340/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9531, Loss: 0.0239 Epoch 38 Batch 341/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9531, Loss: 0.0324 Epoch 38 Batch 342/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9535, Loss: 0.0172 Epoch 38 Batch 343/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9535, Loss: 0.0319 Epoch 38 Batch 344/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9560, Loss: 0.0270 Epoch 38 Batch 345/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9602, Loss: 0.0152 Epoch 38 Batch 346/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9556, Loss: 0.0291 Epoch 38 Batch 347/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9499, Loss: 0.0172 Epoch 38 Batch 348/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9414, Loss: 0.0217 Epoch 38 Batch 349/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0229 Epoch 38 Batch 350/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9435, Loss: 0.0222 Epoch 38 Batch 351/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9432, Loss: 0.0245 Epoch 38 Batch 352/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9435, Loss: 0.0186 Epoch 38 Batch 353/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9435, Loss: 0.0233 Epoch 38 Batch 354/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9435, Loss: 0.0270 Epoch 38 Batch 355/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9442, Loss: 0.0231 Epoch 38 Batch 356/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9450, Loss: 0.0204 Epoch 38 Batch 357/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9446, Loss: 0.0258 Epoch 38 Batch 358/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9442, Loss: 0.0298 Epoch 38 Batch 359/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9435, Loss: 0.0235 Epoch 38 Batch 360/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9382, Loss: 0.0185 Epoch 38 Batch 361/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9382, Loss: 0.0160 Epoch 38 Batch 362/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9354, Loss: 0.0323 Epoch 38 Batch 363/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9304, Loss: 0.0251 Epoch 38 Batch 364/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9300, Loss: 0.0345 Epoch 38 Batch 365/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9297, Loss: 0.0164 Epoch 38 Batch 366/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9297, Loss: 0.0165 Epoch 38 Batch 367/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9293, Loss: 0.0149 Epoch 38 Batch 368/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9297, Loss: 0.0212 Epoch 38 Batch 369/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9325, Loss: 0.0250 Epoch 38 Batch 370/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9375, Loss: 0.0265 Epoch 38 Batch 371/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9386, Loss: 0.0161 Epoch 38 Batch 372/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9428, Loss: 0.0204 Epoch 38 Batch 373/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9474, Loss: 0.0148 Epoch 38 Batch 374/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9460, Loss: 0.0282 Epoch 38 Batch 375/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9418, Loss: 0.0192 Epoch 38 Batch 376/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9414, Loss: 0.0305 Epoch 38 Batch 377/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9418, Loss: 0.0212 Epoch 38 Batch 378/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9371, Loss: 0.0159 Epoch 38 Batch 379/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9318, Loss: 0.0310 Epoch 38 Batch 380/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9322, Loss: 0.0191 Epoch 38 Batch 381/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9421, Loss: 0.0283 Epoch 38 Batch 382/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9414, Loss: 0.0317 Epoch 38 Batch 383/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9460, Loss: 0.0206 Epoch 38 Batch 384/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9457, Loss: 0.0161 Epoch 38 Batch 385/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9506, Loss: 0.0166 Epoch 38 Batch 386/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9510, Loss: 0.0205 Epoch 38 Batch 387/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9460, Loss: 0.0221 Epoch 38 Batch 388/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9357, Loss: 0.0386 Epoch 38 Batch 389/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9421, Loss: 0.0261 Epoch 38 Batch 390/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9428, Loss: 0.0348 Epoch 38 Batch 391/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9474, Loss: 0.0242 Epoch 38 Batch 392/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9492, Loss: 0.0350 Epoch 38 Batch 393/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9492, Loss: 0.0204 Epoch 38 Batch 394/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9411, Loss: 0.0230 Epoch 38 Batch 395/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9460, Loss: 0.0228 Epoch 38 Batch 396/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9460, Loss: 0.0241 Epoch 38 Batch 397/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9460, Loss: 0.0255 Epoch 38 Batch 398/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9464, Loss: 0.0254 Epoch 38 Batch 399/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9521, Loss: 0.0227 Epoch 38 Batch 400/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9471, Loss: 0.0249 Epoch 38 Batch 401/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9506, Loss: 0.0197 Epoch 38 Batch 402/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0174 Epoch 38 Batch 403/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9464, Loss: 0.0339 Epoch 38 Batch 404/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9464, Loss: 0.0228 Epoch 38 Batch 405/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9428, Loss: 0.0269 Epoch 38 Batch 406/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9428, Loss: 0.0196 Epoch 38 Batch 407/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9439, Loss: 0.0264 Epoch 38 Batch 408/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9386, Loss: 0.0251 Epoch 38 Batch 409/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9435, Loss: 0.0250 Epoch 38 Batch 410/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9435, Loss: 0.0355 Epoch 38 Batch 411/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9421, Loss: 0.0241 Epoch 38 Batch 412/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9421, Loss: 0.0230 Epoch 38 Batch 413/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9418, Loss: 0.0190 Epoch 38 Batch 414/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9435, Loss: 0.0215 Epoch 38 Batch 415/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9435, Loss: 0.0301 Epoch 38 Batch 416/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9435, Loss: 0.0247 Epoch 38 Batch 417/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9435, Loss: 0.0364 Epoch 38 Batch 418/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9471, Loss: 0.0191 Epoch 38 Batch 419/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9393, Loss: 0.0203 Epoch 38 Batch 420/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9379, Loss: 0.0162 Epoch 38 Batch 421/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9375, Loss: 0.0354 Epoch 38 Batch 422/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9375, Loss: 0.0215 Epoch 38 Batch 423/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9350, Loss: 0.0241 Epoch 38 Batch 424/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9357, Loss: 0.0219 Epoch 38 Batch 425/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9357, Loss: 0.0202 Epoch 38 Batch 426/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9371, Loss: 0.0282 Epoch 38 Batch 427/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9379, Loss: 0.0245 Epoch 38 Batch 428/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9357, Loss: 0.0207 Epoch 38 Batch 429/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9354, Loss: 0.0198 Epoch 38 Batch 430/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9354, Loss: 0.0171 Epoch 38 Batch 431/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9411, Loss: 0.0178 Epoch 38 Batch 432/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9414, Loss: 0.0245 Epoch 38 Batch 433/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9407, Loss: 0.0245 Epoch 38 Batch 434/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9379, Loss: 0.0209 Epoch 38 Batch 435/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9329, Loss: 0.0287 Epoch 38 Batch 436/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9332, Loss: 0.0284 Epoch 38 Batch 437/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9332, Loss: 0.0181 Epoch 38 Batch 438/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9332, Loss: 0.0266 Epoch 38 Batch 439/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9332, Loss: 0.0291 Epoch 38 Batch 440/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9286, Loss: 0.0249 Epoch 38 Batch 441/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9308, Loss: 0.0211 Epoch 38 Batch 442/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9279, Loss: 0.0319 Epoch 38 Batch 443/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9343, Loss: 0.0208 Epoch 38 Batch 444/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9446, Loss: 0.0234 Epoch 38 Batch 445/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9492, Loss: 0.0242 Epoch 38 Batch 446/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9453, Loss: 0.0187 Epoch 38 Batch 447/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9389, Loss: 0.0231 Epoch 38 Batch 448/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9460, Loss: 0.0287 Epoch 38 Batch 449/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9506, Loss: 0.0308 Epoch 38 Batch 450/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9386, Loss: 0.0339 Epoch 38 Batch 451/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9428, Loss: 0.0220 Epoch 38 Batch 452/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9411, Loss: 0.0210 Epoch 38 Batch 453/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9432, Loss: 0.0260 Epoch 38 Batch 454/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9453, Loss: 0.0336 Epoch 38 Batch 455/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9453, Loss: 0.0223 Epoch 38 Batch 456/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9453, Loss: 0.0254 Epoch 38 Batch 457/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9407, Loss: 0.0208 Epoch 38 Batch 458/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9407, Loss: 0.0280 Epoch 38 Batch 459/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9457, Loss: 0.0215 Epoch 38 Batch 460/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9457, Loss: 0.0245 Epoch 38 Batch 461/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9457, Loss: 0.0205 Epoch 38 Batch 462/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9375, Loss: 0.0240 Epoch 38 Batch 463/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9375, Loss: 0.0205 Epoch 38 Batch 464/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9418, Loss: 0.0209 Epoch 38 Batch 465/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9418, Loss: 0.0335 Epoch 38 Batch 466/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9418, Loss: 0.0234 Epoch 38 Batch 467/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9478, Loss: 0.0219 Epoch 38 Batch 468/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9528, Loss: 0.0265 Epoch 38 Batch 469/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0177 Epoch 38 Batch 470/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9524, Loss: 0.0256 Epoch 38 Batch 471/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9460, Loss: 0.0156 Epoch 38 Batch 472/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9460, Loss: 0.0237 Epoch 38 Batch 473/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9418, Loss: 0.0220 Epoch 38 Batch 474/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9464, Loss: 0.0186 Epoch 38 Batch 475/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9421, Loss: 0.0215 Epoch 38 Batch 476/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9464, Loss: 0.0167 Epoch 38 Batch 477/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9513, Loss: 0.0244 Epoch 38 Batch 478/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9513, Loss: 0.0261 Epoch 38 Batch 479/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9464, Loss: 0.0304 Epoch 38 Batch 480/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9513, Loss: 0.0232 Epoch 38 Batch 481/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9457, Loss: 0.0209 Epoch 38 Batch 482/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9453, Loss: 0.0215 Epoch 38 Batch 483/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9453, Loss: 0.0345 Epoch 38 Batch 484/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9396, Loss: 0.0263 Epoch 38 Batch 485/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9393, Loss: 0.0227 Epoch 38 Batch 486/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9396, Loss: 0.0193 Epoch 38 Batch 487/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9396, Loss: 0.0181 Epoch 38 Batch 488/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9457, Loss: 0.0192 Epoch 38 Batch 489/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9446, Loss: 0.0205 Epoch 38 Batch 490/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9446, Loss: 0.0267 Epoch 38 Batch 491/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0298 Epoch 38 Batch 492/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9439, Loss: 0.0252 Epoch 38 Batch 493/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9439, Loss: 0.0148 Epoch 38 Batch 494/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9457, Loss: 0.0190 Epoch 38 Batch 495/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9506, Loss: 0.0188 Epoch 38 Batch 496/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9418, Loss: 0.0219 Epoch 38 Batch 497/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9418, Loss: 0.0244 Epoch 38 Batch 498/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9538, Loss: 0.0273 Epoch 38 Batch 499/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9634, Loss: 0.0222 Epoch 38 Batch 500/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0204 Epoch 38 Batch 501/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9634, Loss: 0.0182 Epoch 38 Batch 502/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9581, Loss: 0.0271 Epoch 38 Batch 503/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9460, Loss: 0.0165 Epoch 38 Batch 504/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9503, Loss: 0.0188 Epoch 38 Batch 505/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9549, Loss: 0.0171 Epoch 38 Batch 506/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9616, Loss: 0.0276 Epoch 38 Batch 507/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9506, Loss: 0.0254 Epoch 38 Batch 508/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9506, Loss: 0.0182 Epoch 38 Batch 509/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9524, Loss: 0.0309 Epoch 38 Batch 510/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9471, Loss: 0.0175 Epoch 38 Batch 511/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9421, Loss: 0.0206 Epoch 38 Batch 512/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9421, Loss: 0.0174 Epoch 38 Batch 513/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9382, Loss: 0.0255 Epoch 38 Batch 514/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9499, Loss: 0.0211 Epoch 38 Batch 515/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9453, Loss: 0.0236 Epoch 38 Batch 516/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9506, Loss: 0.0232 Epoch 38 Batch 517/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9435, Loss: 0.0254 Epoch 38 Batch 518/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9471, Loss: 0.0218 Epoch 38 Batch 519/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9492, Loss: 0.0277 Epoch 38 Batch 520/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9513, Loss: 0.0163 Epoch 38 Batch 521/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9460, Loss: 0.0221 Epoch 38 Batch 522/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9471, Loss: 0.0291 Epoch 38 Batch 523/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0261 Epoch 38 Batch 524/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9489, Loss: 0.0240 Epoch 38 Batch 525/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9489, Loss: 0.0203 Epoch 38 Batch 526/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9435, Loss: 0.0192 Epoch 38 Batch 527/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9474, Loss: 0.0199 Epoch 38 Batch 528/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9474, Loss: 0.0220 Epoch 38 Batch 529/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9432, Loss: 0.0236 Epoch 38 Batch 530/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9474, Loss: 0.0234 Epoch 38 Batch 531/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9478, Loss: 0.0231 Epoch 38 Batch 532/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9400, Loss: 0.0306 Epoch 38 Batch 533/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9400, Loss: 0.0185 Epoch 38 Batch 534/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9400, Loss: 0.0286 Epoch 38 Batch 535/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9446, Loss: 0.0245 Epoch 38 Batch 536/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9474, Loss: 0.0246 Epoch 38 Batch 537/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0210 Epoch 38 Batch 538/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9574, Loss: 0.0180 Epoch 38 Batch 539/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9620, Loss: 0.0290 Epoch 38 Batch 540/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9620, Loss: 0.0144 Epoch 38 Batch 541/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0220 Epoch 38 Batch 542/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0234 Epoch 38 Batch 543/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9581, Loss: 0.0183 Epoch 38 Batch 544/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9581, Loss: 0.0127 Epoch 38 Batch 545/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9464, Loss: 0.0186 Epoch 38 Batch 546/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9368, Loss: 0.0241 Epoch 38 Batch 547/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9364, Loss: 0.0210 Epoch 38 Batch 548/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9343, Loss: 0.0252 Epoch 38 Batch 549/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9343, Loss: 0.0276 Epoch 38 Batch 550/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9350, Loss: 0.0223 Epoch 38 Batch 551/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9393, Loss: 0.0272 Epoch 38 Batch 552/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9411, Loss: 0.0274 Epoch 38 Batch 553/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9506, Loss: 0.0312 Epoch 38 Batch 554/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0205 Epoch 38 Batch 555/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9528, Loss: 0.0201 Epoch 38 Batch 556/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9528, Loss: 0.0165 Epoch 38 Batch 557/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0212 Epoch 38 Batch 558/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9482, Loss: 0.0178 Epoch 38 Batch 559/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9492, Loss: 0.0266 Epoch 38 Batch 560/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9492, Loss: 0.0214 Epoch 38 Batch 561/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0218 Epoch 38 Batch 562/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9478, Loss: 0.0180 Epoch 38 Batch 563/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9425, Loss: 0.0230 Epoch 38 Batch 564/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9425, Loss: 0.0292 Epoch 38 Batch 565/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9425, Loss: 0.0318 Epoch 38 Batch 566/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9425, Loss: 0.0261 Epoch 38 Batch 567/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9425, Loss: 0.0240 Epoch 38 Batch 568/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9464, Loss: 0.0188 Epoch 38 Batch 569/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9517, Loss: 0.0248 Epoch 38 Batch 570/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9563, Loss: 0.0296 Epoch 38 Batch 571/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9521, Loss: 0.0165 Epoch 38 Batch 572/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9489, Loss: 0.0219 Epoch 38 Batch 573/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9489, Loss: 0.0364 Epoch 38 Batch 574/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9538, Loss: 0.0249 Epoch 38 Batch 575/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9538, Loss: 0.0183 Epoch 38 Batch 576/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9492, Loss: 0.0241 Epoch 38 Batch 577/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9492, Loss: 0.0252 Epoch 38 Batch 578/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9492, Loss: 0.0182 Epoch 38 Batch 579/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0225 Epoch 38 Batch 580/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9492, Loss: 0.0170 Epoch 38 Batch 581/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9482, Loss: 0.0169 Epoch 38 Batch 582/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9482, Loss: 0.0203 Epoch 38 Batch 583/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9482, Loss: 0.0247 Epoch 38 Batch 584/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9524, Loss: 0.0257 Epoch 38 Batch 585/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9577, Loss: 0.0150 Epoch 38 Batch 586/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9535, Loss: 0.0174 Epoch 38 Batch 587/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9535, Loss: 0.0253 Epoch 38 Batch 588/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9570, Loss: 0.0203 Epoch 38 Batch 589/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9624, Loss: 0.0194 Epoch 38 Batch 590/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9624, Loss: 0.0213 Epoch 38 Batch 591/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9627, Loss: 0.0221 Epoch 38 Batch 592/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9585, Loss: 0.0210 Epoch 38 Batch 593/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9531, Loss: 0.0405 Epoch 38 Batch 594/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9531, Loss: 0.0275 Epoch 38 Batch 595/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9531, Loss: 0.0214 Epoch 38 Batch 596/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9528, Loss: 0.0210 Epoch 38 Batch 597/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9528, Loss: 0.0194 Epoch 38 Batch 598/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0234 Epoch 38 Batch 599/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9528, Loss: 0.0392 Epoch 38 Batch 600/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9528, Loss: 0.0274 Epoch 38 Batch 601/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9528, Loss: 0.0251 Epoch 38 Batch 602/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0226 Epoch 38 Batch 603/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9467, Loss: 0.0223 Epoch 38 Batch 604/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9464, Loss: 0.0354 Epoch 38 Batch 605/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9510, Loss: 0.0302 Epoch 38 Batch 606/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9513, Loss: 0.0190 Epoch 38 Batch 607/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9513, Loss: 0.0304 Epoch 38 Batch 608/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9513, Loss: 0.0298 Epoch 38 Batch 609/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9453, Loss: 0.0278 Epoch 38 Batch 610/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9453, Loss: 0.0236 Epoch 38 Batch 611/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9460, Loss: 0.0237 Epoch 38 Batch 612/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9411, Loss: 0.0181 Epoch 38 Batch 613/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9411, Loss: 0.0246 Epoch 38 Batch 614/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9411, Loss: 0.0219 Epoch 38 Batch 615/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0155 Epoch 38 Batch 616/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9418, Loss: 0.0248 Epoch 38 Batch 617/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9396, Loss: 0.0211 Epoch 38 Batch 618/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9457, Loss: 0.0230 Epoch 38 Batch 619/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9460, Loss: 0.0169 Epoch 38 Batch 620/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9556, Loss: 0.0166 Epoch 38 Batch 621/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0301 Epoch 38 Batch 622/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9496, Loss: 0.0286 Epoch 38 Batch 623/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9499, Loss: 0.0310 Epoch 38 Batch 624/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9503, Loss: 0.0245 Epoch 38 Batch 625/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9524, Loss: 0.0209 Epoch 38 Batch 626/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9474, Loss: 0.0216 Epoch 38 Batch 627/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9446, Loss: 0.0231 Epoch 38 Batch 628/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9446, Loss: 0.0217 Epoch 38 Batch 629/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9492, Loss: 0.0213 Epoch 38 Batch 630/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9489, Loss: 0.0244 Epoch 38 Batch 631/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0269 Epoch 38 Batch 632/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0182 Epoch 38 Batch 633/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9560, Loss: 0.0225 Epoch 38 Batch 634/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9485, Loss: 0.0152 Epoch 38 Batch 635/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9435, Loss: 0.0275 Epoch 38 Batch 636/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9414, Loss: 0.0236 Epoch 38 Batch 637/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9442, Loss: 0.0253 Epoch 38 Batch 638/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9545, Loss: 0.0206 Epoch 38 Batch 639/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0261 Epoch 38 Batch 640/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9592, Loss: 0.0192 Epoch 38 Batch 641/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9538, Loss: 0.0217 Epoch 38 Batch 642/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9538, Loss: 0.0195 Epoch 38 Batch 643/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9517, Loss: 0.0154 Epoch 38 Batch 644/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9513, Loss: 0.0195 Epoch 38 Batch 645/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9510, Loss: 0.0233 Epoch 38 Batch 646/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9460, Loss: 0.0211 Epoch 38 Batch 647/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9460, Loss: 0.0261 Epoch 38 Batch 648/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9407, Loss: 0.0197 Epoch 38 Batch 649/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9435, Loss: 0.0202 Epoch 38 Batch 650/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9439, Loss: 0.0188 Epoch 38 Batch 651/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9489, Loss: 0.0210 Epoch 38 Batch 652/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0218 Epoch 38 Batch 653/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9485, Loss: 0.0275 Epoch 38 Batch 654/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9485, Loss: 0.0287 Epoch 38 Batch 655/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9471, Loss: 0.0325 Epoch 38 Batch 656/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9432, Loss: 0.0220 Epoch 38 Batch 657/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9478, Loss: 0.0311 Epoch 38 Batch 658/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9478, Loss: 0.0171 Epoch 38 Batch 659/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9521, Loss: 0.0225 Epoch 38 Batch 660/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0181 Epoch 38 Batch 661/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9478, Loss: 0.0197 Epoch 38 Batch 662/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9482, Loss: 0.0213 Epoch 38 Batch 663/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9528, Loss: 0.0208 Epoch 38 Batch 664/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0267 Epoch 38 Batch 665/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9435, Loss: 0.0157 Epoch 38 Batch 666/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9428, Loss: 0.0261 Epoch 38 Batch 667/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9428, Loss: 0.0223 Epoch 38 Batch 668/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9435, Loss: 0.0205 Epoch 38 Batch 669/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9485, Loss: 0.0154 Epoch 38 Batch 670/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9418, Loss: 0.0236 Epoch 38 Batch 671/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9418, Loss: 0.0246 Epoch 38 Batch 672/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9368, Loss: 0.0227 Epoch 38 Batch 673/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9357, Loss: 0.0246 Epoch 38 Batch 674/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9354, Loss: 0.0229 Epoch 38 Batch 675/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0264 Epoch 38 Batch 676/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9403, Loss: 0.0191 Epoch 38 Batch 677/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9403, Loss: 0.0294 Epoch 38 Batch 678/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9350, Loss: 0.0158 Epoch 38 Batch 679/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9265, Loss: 0.0191 Epoch 38 Batch 680/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9268, Loss: 0.0252 Epoch 38 Batch 681/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9247, Loss: 0.0201 Epoch 38 Batch 682/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9357, Loss: 0.0170 Epoch 38 Batch 683/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9403, Loss: 0.0177 Epoch 38 Batch 684/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9403, Loss: 0.0229 Epoch 38 Batch 685/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9453, Loss: 0.0314 Epoch 38 Batch 686/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9453, Loss: 0.0202 Epoch 38 Batch 687/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0216 Epoch 38 Batch 688/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9510, Loss: 0.0207 Epoch 38 Batch 689/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0125 Epoch 38 Batch 690/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0257 Epoch 38 Batch 691/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9499, Loss: 0.0233 Epoch 38 Batch 692/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9652, Loss: 0.0186 Epoch 38 Batch 693/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9602, Loss: 0.0339 Epoch 38 Batch 694/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0194 Epoch 38 Batch 695/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0231 Epoch 38 Batch 696/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9567, Loss: 0.0200 Epoch 38 Batch 697/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9563, Loss: 0.0232 Epoch 38 Batch 698/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9616, Loss: 0.0185 Epoch 38 Batch 699/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9616, Loss: 0.0210 Epoch 38 Batch 700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9666, Loss: 0.0177 Epoch 38 Batch 701/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9620, Loss: 0.0231 Epoch 38 Batch 702/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9616, Loss: 0.0355 Epoch 38 Batch 703/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9680, Loss: 0.0223 Epoch 38 Batch 704/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9680, Loss: 0.0293 Epoch 38 Batch 705/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9631, Loss: 0.0253 Epoch 38 Batch 706/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9624, Loss: 0.0431 Epoch 38 Batch 707/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9624, Loss: 0.0262 Epoch 38 Batch 708/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9627, Loss: 0.0229 Epoch 38 Batch 709/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9570, Loss: 0.0283 Epoch 38 Batch 710/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0185 Epoch 38 Batch 711/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9542, Loss: 0.0267 Epoch 38 Batch 712/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9489, Loss: 0.0202 Epoch 38 Batch 713/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9510, Loss: 0.0187 Epoch 38 Batch 714/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9457, Loss: 0.0206 Epoch 38 Batch 715/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9414, Loss: 0.0229 Epoch 38 Batch 716/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9414, Loss: 0.0185 Epoch 38 Batch 717/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9414, Loss: 0.0137 Epoch 38 Batch 718/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9517, Loss: 0.0243 Epoch 38 Batch 719/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9517, Loss: 0.0237 Epoch 38 Batch 720/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9517, Loss: 0.0233 Epoch 38 Batch 721/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9510, Loss: 0.0212 Epoch 38 Batch 722/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9510, Loss: 0.0180 Epoch 38 Batch 723/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9506, Loss: 0.0214 Epoch 38 Batch 724/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9503, Loss: 0.0254 Epoch 38 Batch 725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9400, Loss: 0.0193 Epoch 38 Batch 726/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9407, Loss: 0.0174 Epoch 38 Batch 727/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9407, Loss: 0.0186 Epoch 38 Batch 728/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9350, Loss: 0.0260 Epoch 38 Batch 729/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9396, Loss: 0.0278 Epoch 38 Batch 730/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9439, Loss: 0.0329 Epoch 38 Batch 731/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9439, Loss: 0.0227 Epoch 38 Batch 732/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9492, Loss: 0.0241 Epoch 38 Batch 733/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9450, Loss: 0.0264 Epoch 38 Batch 734/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9471, Loss: 0.0181 Epoch 38 Batch 735/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9464, Loss: 0.0178 Epoch 38 Batch 736/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9414, Loss: 0.0194 Epoch 38 Batch 737/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9414, Loss: 0.0233 Epoch 38 Batch 738/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9411, Loss: 0.0149 Epoch 38 Batch 739/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9496, Loss: 0.0190 Epoch 38 Batch 740/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0175 Epoch 38 Batch 741/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0281 Epoch 38 Batch 742/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0203 Epoch 38 Batch 743/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9492, Loss: 0.0213 Epoch 38 Batch 744/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9492, Loss: 0.0239 Epoch 38 Batch 745/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9506, Loss: 0.0227 Epoch 38 Batch 746/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0189 Epoch 38 Batch 747/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9506, Loss: 0.0194 Epoch 38 Batch 748/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9506, Loss: 0.0214 Epoch 38 Batch 749/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9506, Loss: 0.0204 Epoch 38 Batch 750/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0217 Epoch 38 Batch 751/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9439, Loss: 0.0225 Epoch 38 Batch 752/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9482, Loss: 0.0218 Epoch 38 Batch 753/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9577, Loss: 0.0196 Epoch 38 Batch 754/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9549, Loss: 0.0238 Epoch 38 Batch 755/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9549, Loss: 0.0302 Epoch 38 Batch 756/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9570, Loss: 0.0188 Epoch 38 Batch 757/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9453, Loss: 0.0230 Epoch 38 Batch 758/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9524, Loss: 0.0149 Epoch 38 Batch 759/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9528, Loss: 0.0239 Epoch 38 Batch 760/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9485, Loss: 0.0263 Epoch 38 Batch 761/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9535, Loss: 0.0206 Epoch 38 Batch 762/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9538, Loss: 0.0185 Epoch 38 Batch 763/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9535, Loss: 0.0232 Epoch 38 Batch 764/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9535, Loss: 0.0233 Epoch 38 Batch 765/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9535, Loss: 0.0309 Epoch 38 Batch 766/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9535, Loss: 0.0323 Epoch 38 Batch 767/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0251 Epoch 38 Batch 768/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9556, Loss: 0.0231 Epoch 38 Batch 769/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9503, Loss: 0.0238 Epoch 38 Batch 770/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0206 Epoch 38 Batch 771/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0204 Epoch 38 Batch 772/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9585, Loss: 0.0224 Epoch 38 Batch 773/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9585, Loss: 0.0232 Epoch 38 Batch 774/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9656, Loss: 0.0196 Epoch 38 Batch 775/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9656, Loss: 0.0212 Epoch 38 Batch 776/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0227 Epoch 38 Batch 777/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9581, Loss: 0.0159 Epoch 38 Batch 778/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9574, Loss: 0.0255 Epoch 38 Batch 779/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9574, Loss: 0.0180 Epoch 38 Batch 780/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9549, Loss: 0.0287 Epoch 38 Batch 781/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9663, Loss: 0.0189 Epoch 38 Batch 782/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9663, Loss: 0.0211 Epoch 38 Batch 783/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9663, Loss: 0.0271 Epoch 38 Batch 784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9563, Loss: 0.0164 Epoch 38 Batch 785/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9506, Loss: 0.0165 Epoch 38 Batch 786/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9510, Loss: 0.0210 Epoch 38 Batch 787/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9435, Loss: 0.0216 Epoch 38 Batch 788/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9435, Loss: 0.0231 Epoch 38 Batch 789/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9382, Loss: 0.0266 Epoch 38 Batch 790/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9460, Loss: 0.0278 Epoch 38 Batch 791/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9513, Loss: 0.0239 Epoch 38 Batch 792/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0227 Epoch 38 Batch 793/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0235 Epoch 38 Batch 794/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9464, Loss: 0.0156 Epoch 38 Batch 795/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9464, Loss: 0.0265 Epoch 38 Batch 796/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9464, Loss: 0.0217 Epoch 38 Batch 797/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9524, Loss: 0.0240 Epoch 38 Batch 798/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0185 Epoch 38 Batch 799/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9524, Loss: 0.0347 Epoch 38 Batch 800/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9531, Loss: 0.0204 Epoch 38 Batch 801/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9531, Loss: 0.0222 Epoch 38 Batch 802/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9503, Loss: 0.0273 Epoch 38 Batch 803/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9450, Loss: 0.0215 Epoch 38 Batch 804/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9450, Loss: 0.0152 Epoch 38 Batch 805/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0244 Epoch 38 Batch 806/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9357, Loss: 0.0233 Epoch 38 Batch 807/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9379, Loss: 0.0193 Epoch 38 Batch 808/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9329, Loss: 0.0407 Epoch 38 Batch 809/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9350, Loss: 0.0361 Epoch 38 Batch 810/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9350, Loss: 0.0186 Epoch 38 Batch 811/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9350, Loss: 0.0227 Epoch 38 Batch 812/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9336, Loss: 0.0241 Epoch 38 Batch 813/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9407, Loss: 0.0228 Epoch 38 Batch 814/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9474, Loss: 0.0246 Epoch 38 Batch 815/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9592, Loss: 0.0289 Epoch 38 Batch 816/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9556, Loss: 0.0181 Epoch 38 Batch 817/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9570, Loss: 0.0213 Epoch 38 Batch 818/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9599, Loss: 0.0279 Epoch 38 Batch 819/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9599, Loss: 0.0237 Epoch 38 Batch 820/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9510, Loss: 0.0209 Epoch 38 Batch 821/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9499, Loss: 0.0200 Epoch 38 Batch 822/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9506, Loss: 0.0210 Epoch 38 Batch 823/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0266 Epoch 38 Batch 824/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0218 Epoch 38 Batch 825/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9474, Loss: 0.0164 Epoch 38 Batch 826/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9524, Loss: 0.0221 Epoch 38 Batch 827/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9545, Loss: 0.0270 Epoch 38 Batch 828/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9521, Loss: 0.0200 Epoch 38 Batch 829/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9506, Loss: 0.0302 Epoch 38 Batch 830/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9531, Loss: 0.0293 Epoch 38 Batch 831/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9556, Loss: 0.0278 Epoch 38 Batch 832/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9606, Loss: 0.0214 Epoch 38 Batch 833/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9677, Loss: 0.0260 Epoch 38 Batch 834/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9570, Loss: 0.0219 Epoch 38 Batch 835/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0251 Epoch 38 Batch 836/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9567, Loss: 0.0170 Epoch 38 Batch 837/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9496, Loss: 0.0301 Epoch 38 Batch 838/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9542, Loss: 0.0235 Epoch 38 Batch 839/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9560, Loss: 0.0196 Epoch 38 Batch 840/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9560, Loss: 0.0242 Epoch 38 Batch 841/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9613, Loss: 0.0330 Epoch 38 Batch 842/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9613, Loss: 0.0158 Epoch 38 Batch 843/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9606, Loss: 0.0175 Epoch 38 Batch 844/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0184 Epoch 38 Batch 845/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9602, Loss: 0.0213 Epoch 38 Batch 846/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9645, Loss: 0.0286 Epoch 38 Batch 847/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9648, Loss: 0.0269 Epoch 38 Batch 848/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9616, Loss: 0.0210 Epoch 38 Batch 849/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9624, Loss: 0.0154 Epoch 38 Batch 850/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9620, Loss: 0.0366 Epoch 38 Batch 851/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9567, Loss: 0.0290 Epoch 38 Batch 852/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9638, Loss: 0.0364 Epoch 38 Batch 853/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0245 Epoch 38 Batch 854/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0254 Epoch 38 Batch 855/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9535, Loss: 0.0263 Epoch 38 Batch 856/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9485, Loss: 0.0217 Epoch 38 Batch 857/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9489, Loss: 0.0184 Epoch 38 Batch 858/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9570, Loss: 0.0183 Epoch 38 Batch 859/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9563, Loss: 0.0206 Epoch 38 Batch 860/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9563, Loss: 0.0230 Epoch 38 Batch 861/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9563, Loss: 0.0190 Epoch 38 Batch 862/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9556, Loss: 0.0244 Epoch 38 Batch 863/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0191 Epoch 38 Batch 864/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9553, Loss: 0.0243 Epoch 38 Batch 865/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9602, Loss: 0.0233 Epoch 38 Batch 866/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9599, Loss: 0.0261 Epoch 38 Batch 867/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9524, Loss: 0.0587 Epoch 38 Batch 868/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9531, Loss: 0.0259 Epoch 38 Batch 869/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9585, Loss: 0.0218 Epoch 38 Batch 870/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9585, Loss: 0.0183 Epoch 38 Batch 871/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9542, Loss: 0.0191 Epoch 38 Batch 872/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0206 Epoch 38 Batch 873/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0229 Epoch 38 Batch 874/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9517, Loss: 0.0250 Epoch 38 Batch 875/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0178 Epoch 38 Batch 876/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9467, Loss: 0.0218 Epoch 38 Batch 877/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9464, Loss: 0.0184 Epoch 38 Batch 878/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9464, Loss: 0.0185 Epoch 38 Batch 879/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9567, Loss: 0.0184 Epoch 38 Batch 880/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0234 Epoch 38 Batch 881/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9567, Loss: 0.0227 Epoch 38 Batch 882/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0226 Epoch 38 Batch 883/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9567, Loss: 0.0340 Epoch 38 Batch 884/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9567, Loss: 0.0224 Epoch 38 Batch 885/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9538, Loss: 0.0133 Epoch 38 Batch 886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0225 Epoch 38 Batch 887/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9542, Loss: 0.0271 Epoch 38 Batch 888/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9542, Loss: 0.0228 Epoch 38 Batch 889/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9542, Loss: 0.0229 Epoch 38 Batch 890/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9492, Loss: 0.0240 Epoch 38 Batch 891/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9492, Loss: 0.0182 Epoch 38 Batch 892/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9556, Loss: 0.0205 Epoch 38 Batch 893/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0197 Epoch 38 Batch 894/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9485, Loss: 0.0194 Epoch 38 Batch 895/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0191 Epoch 38 Batch 896/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9460, Loss: 0.0203 Epoch 38 Batch 897/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0176 Epoch 38 Batch 898/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9489, Loss: 0.0255 Epoch 38 Batch 899/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9489, Loss: 0.0267 Epoch 38 Batch 900/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0245 Epoch 38 Batch 901/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9538, Loss: 0.0372 Epoch 38 Batch 902/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9538, Loss: 0.0265 Epoch 38 Batch 903/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9585, Loss: 0.0223 Epoch 38 Batch 904/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9574, Loss: 0.0197 Epoch 38 Batch 905/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0168 Epoch 38 Batch 906/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0185 Epoch 38 Batch 907/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9577, Loss: 0.0237 Epoch 38 Batch 908/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9577, Loss: 0.0225 Epoch 38 Batch 909/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9624, Loss: 0.0288 Epoch 38 Batch 910/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9624, Loss: 0.0260 Epoch 38 Batch 911/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9553, Loss: 0.0271 Epoch 38 Batch 912/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0243 Epoch 38 Batch 913/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9677, Loss: 0.0284 Epoch 38 Batch 914/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9677, Loss: 0.0511 Epoch 38 Batch 915/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9727, Loss: 0.0214 Epoch 38 Batch 916/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0215 Epoch 38 Batch 917/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9677, Loss: 0.0240 Epoch 38 Batch 918/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9677, Loss: 0.0193 Epoch 38 Batch 919/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0172 Epoch 38 Batch 920/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0181 Epoch 38 Batch 921/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9656, Loss: 0.0248 Epoch 38 Batch 922/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0218 Epoch 38 Batch 923/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9634, Loss: 0.0142 Epoch 38 Batch 924/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9620, Loss: 0.0292 Epoch 38 Batch 925/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0171 Epoch 38 Batch 926/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0268 Epoch 38 Batch 927/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9620, Loss: 0.0251 Epoch 38 Batch 928/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9545, Loss: 0.0205 Epoch 38 Batch 929/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9499, Loss: 0.0199 Epoch 38 Batch 930/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0152 Epoch 38 Batch 931/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9517, Loss: 0.0191 Epoch 38 Batch 932/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0209 Epoch 38 Batch 933/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9567, Loss: 0.0212 Epoch 38 Batch 934/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9616, Loss: 0.0177 Epoch 38 Batch 935/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9574, Loss: 0.0190 Epoch 38 Batch 936/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9624, Loss: 0.0213 Epoch 38 Batch 937/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9624, Loss: 0.0354 Epoch 38 Batch 938/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0274 Epoch 38 Batch 939/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9624, Loss: 0.0235 Epoch 38 Batch 940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9666, Loss: 0.0195 Epoch 38 Batch 941/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0220 Epoch 38 Batch 942/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9609, Loss: 0.0283 Epoch 38 Batch 943/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0182 Epoch 38 Batch 944/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9609, Loss: 0.0238 Epoch 38 Batch 945/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9606, Loss: 0.0153 Epoch 38 Batch 946/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9606, Loss: 0.0161 Epoch 38 Batch 947/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9609, Loss: 0.0269 Epoch 38 Batch 948/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9535, Loss: 0.0245 Epoch 38 Batch 949/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9588, Loss: 0.0168 Epoch 38 Batch 950/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9592, Loss: 0.0201 Epoch 38 Batch 951/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0245 Epoch 38 Batch 952/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9563, Loss: 0.0172 Epoch 38 Batch 953/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9563, Loss: 0.0188 Epoch 38 Batch 954/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9563, Loss: 0.0260 Epoch 38 Batch 955/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0272 Epoch 38 Batch 956/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0241 Epoch 38 Batch 957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9574, Loss: 0.0140 Epoch 38 Batch 958/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9517, Loss: 0.0203 Epoch 38 Batch 959/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9531, Loss: 0.0237 Epoch 38 Batch 960/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0176 Epoch 38 Batch 961/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9585, Loss: 0.0175 Epoch 38 Batch 962/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9563, Loss: 0.0254 Epoch 38 Batch 963/1077 - Train Accuracy: 0.9761, Validation Accuracy: 0.9613, Loss: 0.0282 Epoch 38 Batch 964/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9677, Loss: 0.0188 Epoch 38 Batch 965/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9585, Loss: 0.0332 Epoch 38 Batch 966/1077 - Train Accuracy: 0.9640, Validation Accuracy: 0.9585, Loss: 0.0189 Epoch 38 Batch 967/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0231 Epoch 38 Batch 968/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9585, Loss: 0.0283 Epoch 38 Batch 969/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9627, Loss: 0.0324 Epoch 38 Batch 970/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0222 Epoch 38 Batch 971/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0321 Epoch 38 Batch 972/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9581, Loss: 0.0264 Epoch 38 Batch 973/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9631, Loss: 0.0184 Epoch 38 Batch 974/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9631, Loss: 0.0193 Epoch 38 Batch 975/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9581, Loss: 0.0212 Epoch 38 Batch 976/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9538, Loss: 0.0209 Epoch 38 Batch 977/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9538, Loss: 0.0126 Epoch 38 Batch 978/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9563, Loss: 0.0242 Epoch 38 Batch 979/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9585, Loss: 0.0236 Epoch 38 Batch 980/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9521, Loss: 0.0261 Epoch 38 Batch 981/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9549, Loss: 0.0283 Epoch 38 Batch 982/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0257 Epoch 38 Batch 983/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9421, Loss: 0.0225 Epoch 38 Batch 984/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9418, Loss: 0.0332 Epoch 38 Batch 985/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9315, Loss: 0.0205 Epoch 38 Batch 986/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9411, Loss: 0.0232 Epoch 38 Batch 987/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9414, Loss: 0.0191 Epoch 38 Batch 988/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9414, Loss: 0.0238 Epoch 38 Batch 989/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9364, Loss: 0.0234 Epoch 38 Batch 990/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9460, Loss: 0.0283 Epoch 38 Batch 991/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0188 Epoch 38 Batch 992/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9510, Loss: 0.0249 Epoch 38 Batch 993/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9489, Loss: 0.0188 Epoch 38 Batch 994/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9542, Loss: 0.0208 Epoch 38 Batch 995/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9517, Loss: 0.0194 Epoch 38 Batch 996/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9521, Loss: 0.0225 Epoch 38 Batch 997/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9521, Loss: 0.0227 Epoch 38 Batch 998/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9560, Loss: 0.0203 Epoch 38 Batch 999/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9517, Loss: 0.0259 Epoch 38 Batch 1000/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9478, Loss: 0.0231 Epoch 38 Batch 1001/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9570, Loss: 0.0146 Epoch 38 Batch 1002/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9560, Loss: 0.0139 Epoch 38 Batch 1003/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9510, Loss: 0.0217 Epoch 38 Batch 1004/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9513, Loss: 0.0209 Epoch 38 Batch 1005/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9510, Loss: 0.0219 Epoch 38 Batch 1006/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9467, Loss: 0.0205 Epoch 38 Batch 1007/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9421, Loss: 0.0176 Epoch 38 Batch 1008/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9425, Loss: 0.0245 Epoch 38 Batch 1009/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9474, Loss: 0.0141 Epoch 38 Batch 1010/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9446, Loss: 0.0196 Epoch 38 Batch 1011/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9521, Loss: 0.0228 Epoch 38 Batch 1012/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9574, Loss: 0.0185 Epoch 38 Batch 1013/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0170 Epoch 38 Batch 1014/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9485, Loss: 0.0206 Epoch 38 Batch 1015/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9581, Loss: 0.0262 Epoch 38 Batch 1016/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0199 Epoch 38 Batch 1017/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9581, Loss: 0.0208 Epoch 38 Batch 1018/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9577, Loss: 0.0262 Epoch 38 Batch 1019/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9581, Loss: 0.0311 Epoch 38 Batch 1020/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9535, Loss: 0.0165 Epoch 38 Batch 1021/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9510, Loss: 0.0198 Epoch 38 Batch 1022/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9510, Loss: 0.0199 Epoch 38 Batch 1023/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0221 Epoch 38 Batch 1024/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9659, Loss: 0.0256 Epoch 38 Batch 1025/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9556, Loss: 0.0216 Epoch 38 Batch 1026/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9485, Loss: 0.0272 Epoch 38 Batch 1027/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9524, Loss: 0.0184 Epoch 38 Batch 1028/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9524, Loss: 0.0262 Epoch 38 Batch 1029/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9620, Loss: 0.0213 Epoch 38 Batch 1030/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9620, Loss: 0.0175 Epoch 38 Batch 1031/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9620, Loss: 0.0285 Epoch 38 Batch 1032/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9570, Loss: 0.0260 Epoch 38 Batch 1033/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9517, Loss: 0.0231 Epoch 38 Batch 1034/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0204 Epoch 38 Batch 1035/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9517, Loss: 0.0191 Epoch 38 Batch 1036/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9517, Loss: 0.0242 Epoch 38 Batch 1037/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0212 Epoch 38 Batch 1038/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0308 Epoch 38 Batch 1039/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9538, Loss: 0.0212 Epoch 38 Batch 1040/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9538, Loss: 0.0236 Epoch 38 Batch 1041/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0287 Epoch 38 Batch 1042/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9620, Loss: 0.0212 Epoch 38 Batch 1043/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9585, Loss: 0.0326 Epoch 38 Batch 1044/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9556, Loss: 0.0235 Epoch 38 Batch 1045/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0230 Epoch 38 Batch 1046/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9556, Loss: 0.0151 Epoch 38 Batch 1047/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9545, Loss: 0.0166 Epoch 38 Batch 1048/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9503, Loss: 0.0267 Epoch 38 Batch 1049/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9542, Loss: 0.0220 Epoch 38 Batch 1050/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0142 Epoch 38 Batch 1051/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9545, Loss: 0.0262 Epoch 38 Batch 1052/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9592, Loss: 0.0236 Epoch 38 Batch 1053/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9585, Loss: 0.0256 Epoch 38 Batch 1054/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9585, Loss: 0.0204 Epoch 38 Batch 1055/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9613, Loss: 0.0265 Epoch 38 Batch 1056/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9613, Loss: 0.0168 Epoch 38 Batch 1057/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9563, Loss: 0.0209 Epoch 38 Batch 1058/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9560, Loss: 0.0220 Epoch 38 Batch 1059/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9560, Loss: 0.0266 Epoch 38 Batch 1060/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9560, Loss: 0.0178 Epoch 38 Batch 1061/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9489, Loss: 0.0334 Epoch 38 Batch 1062/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9517, Loss: 0.0292 Epoch 38 Batch 1063/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9538, Loss: 0.0243 Epoch 38 Batch 1064/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9489, Loss: 0.0249 Epoch 38 Batch 1065/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9489, Loss: 0.0228 Epoch 38 Batch 1066/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9485, Loss: 0.0178 Epoch 38 Batch 1067/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9492, Loss: 0.0214 Epoch 38 Batch 1068/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0162 Epoch 38 Batch 1069/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9528, Loss: 0.0189 Epoch 38 Batch 1070/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9528, Loss: 0.0201 Epoch 38 Batch 1071/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0202 Epoch 38 Batch 1072/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9535, Loss: 0.0206 Epoch 38 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9485, Loss: 0.0231 Epoch 38 Batch 1074/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9563, Loss: 0.0287 Epoch 38 Batch 1075/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9560, Loss: 0.0230 Epoch 39 Batch 1/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0166 Epoch 39 Batch 2/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9510, Loss: 0.0230 Epoch 39 Batch 3/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9556, Loss: 0.0252 Epoch 39 Batch 4/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9556, Loss: 0.0194 Epoch 39 Batch 5/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9560, Loss: 0.0289 Epoch 39 Batch 6/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9556, Loss: 0.0194 Epoch 39 Batch 7/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0212 Epoch 39 Batch 8/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9574, Loss: 0.0192 Epoch 39 Batch 9/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9570, Loss: 0.0188 Epoch 39 Batch 10/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9570, Loss: 0.0225 Epoch 39 Batch 11/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9627, Loss: 0.0328 Epoch 39 Batch 12/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9631, Loss: 0.0192 Epoch 39 Batch 13/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9570, Loss: 0.0296 Epoch 39 Batch 14/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9570, Loss: 0.0167 Epoch 39 Batch 15/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9517, Loss: 0.0213 Epoch 39 Batch 16/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9517, Loss: 0.0223 Epoch 39 Batch 17/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9602, Loss: 0.0194 Epoch 39 Batch 18/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0197 Epoch 39 Batch 19/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9457, Loss: 0.0208 Epoch 39 Batch 20/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9464, Loss: 0.0170 Epoch 39 Batch 21/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9467, Loss: 0.0262 Epoch 39 Batch 22/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9560, Loss: 0.0238 Epoch 39 Batch 23/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9407, Loss: 0.0167 Epoch 39 Batch 24/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9382, Loss: 0.0250 Epoch 39 Batch 25/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9439, Loss: 0.0144 Epoch 39 Batch 26/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0302 Epoch 39 Batch 27/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9581, Loss: 0.0158 Epoch 39 Batch 28/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9624, Loss: 0.0225 Epoch 39 Batch 29/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9570, Loss: 0.0272 Epoch 39 Batch 30/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0203 Epoch 39 Batch 31/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9570, Loss: 0.0218 Epoch 39 Batch 32/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9556, Loss: 0.0164 Epoch 39 Batch 33/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9606, Loss: 0.0149 Epoch 39 Batch 34/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9659, Loss: 0.0254 Epoch 39 Batch 35/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9606, Loss: 0.0232 Epoch 39 Batch 36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9606, Loss: 0.0197 Epoch 39 Batch 37/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9613, Loss: 0.0269 Epoch 39 Batch 38/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9560, Loss: 0.0413 Epoch 39 Batch 39/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0269 Epoch 39 Batch 40/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9506, Loss: 0.0182 Epoch 39 Batch 41/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9513, Loss: 0.0159 Epoch 39 Batch 42/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9513, Loss: 0.0334 Epoch 39 Batch 43/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9513, Loss: 0.0146 Epoch 39 Batch 44/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9506, Loss: 0.0145 Epoch 39 Batch 45/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9506, Loss: 0.0248 Epoch 39 Batch 46/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9506, Loss: 0.0289 Epoch 39 Batch 47/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9510, Loss: 0.0223 Epoch 39 Batch 48/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9506, Loss: 0.0277 Epoch 39 Batch 49/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9553, Loss: 0.0289 Epoch 39 Batch 50/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9553, Loss: 0.0243 Epoch 39 Batch 51/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9556, Loss: 0.0247 Epoch 39 Batch 52/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9556, Loss: 0.0267 Epoch 39 Batch 53/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9556, Loss: 0.0211 Epoch 39 Batch 54/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9528, Loss: 0.0442 Epoch 39 Batch 55/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 39 Batch 56/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9464, Loss: 0.0157 Epoch 39 Batch 57/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9467, Loss: 0.0251 Epoch 39 Batch 58/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9474, Loss: 0.0220 Epoch 39 Batch 59/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9503, Loss: 0.0265 Epoch 39 Batch 60/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9620, Loss: 0.0146 Epoch 39 Batch 61/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9574, Loss: 0.0225 Epoch 39 Batch 62/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9549, Loss: 0.0267 Epoch 39 Batch 63/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9549, Loss: 0.0161 Epoch 39 Batch 64/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9553, Loss: 0.0194 Epoch 39 Batch 65/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9553, Loss: 0.0213 Epoch 39 Batch 66/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9538, Loss: 0.0120 Epoch 39 Batch 67/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9535, Loss: 0.0229 Epoch 39 Batch 68/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9577, Loss: 0.0310 Epoch 39 Batch 69/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0307 Epoch 39 Batch 70/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9560, Loss: 0.0284 Epoch 39 Batch 71/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9627, Loss: 0.0164 Epoch 39 Batch 72/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9585, Loss: 0.0224 Epoch 39 Batch 73/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9592, Loss: 0.0207 Epoch 39 Batch 74/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9545, Loss: 0.0241 Epoch 39 Batch 75/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9521, Loss: 0.0297 Epoch 39 Batch 76/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0171 Epoch 39 Batch 77/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9592, Loss: 0.0228 Epoch 39 Batch 78/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0210 Epoch 39 Batch 79/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9521, Loss: 0.0205 Epoch 39 Batch 80/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9517, Loss: 0.0183 Epoch 39 Batch 81/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9581, Loss: 0.0167 Epoch 39 Batch 82/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9631, Loss: 0.0231 Epoch 39 Batch 83/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9560, Loss: 0.0191 Epoch 39 Batch 84/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9680, Loss: 0.0194 Epoch 39 Batch 85/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9631, Loss: 0.0205 Epoch 39 Batch 86/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9652, Loss: 0.0221 Epoch 39 Batch 87/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9638, Loss: 0.0296 Epoch 39 Batch 88/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9588, Loss: 0.0254 Epoch 39 Batch 89/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0236 Epoch 39 Batch 90/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9521, Loss: 0.0180 Epoch 39 Batch 91/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0189 Epoch 39 Batch 92/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0210 Epoch 39 Batch 93/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9457, Loss: 0.0195 Epoch 39 Batch 94/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9407, Loss: 0.0221 Epoch 39 Batch 95/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9403, Loss: 0.0262 Epoch 39 Batch 96/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9414, Loss: 0.0229 Epoch 39 Batch 97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9517, Loss: 0.0256 Epoch 39 Batch 98/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9574, Loss: 0.0249 Epoch 39 Batch 99/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0184 Epoch 39 Batch 100/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9478, Loss: 0.0206 Epoch 39 Batch 101/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9542, Loss: 0.0197 Epoch 39 Batch 102/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9538, Loss: 0.0152 Epoch 39 Batch 103/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9510, Loss: 0.0296 Epoch 39 Batch 104/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9510, Loss: 0.0281 Epoch 39 Batch 105/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9574, Loss: 0.0206 Epoch 39 Batch 106/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0238 Epoch 39 Batch 107/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9471, Loss: 0.0264 Epoch 39 Batch 108/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9478, Loss: 0.0290 Epoch 39 Batch 109/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9641, Loss: 0.0200 Epoch 39 Batch 110/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0177 Epoch 39 Batch 111/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9641, Loss: 0.0190 Epoch 39 Batch 112/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0158 Epoch 39 Batch 113/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9616, Loss: 0.0306 Epoch 39 Batch 114/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9631, Loss: 0.0167 Epoch 39 Batch 115/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0265 Epoch 39 Batch 116/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9631, Loss: 0.0362 Epoch 39 Batch 117/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0210 Epoch 39 Batch 118/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9631, Loss: 0.0234 Epoch 39 Batch 119/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9574, Loss: 0.0169 Epoch 39 Batch 120/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9524, Loss: 0.0275 Epoch 39 Batch 121/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0218 Epoch 39 Batch 122/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9513, Loss: 0.0184 Epoch 39 Batch 123/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9513, Loss: 0.0165 Epoch 39 Batch 124/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9513, Loss: 0.0237 Epoch 39 Batch 125/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9510, Loss: 0.0322 Epoch 39 Batch 126/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9553, Loss: 0.0198 Epoch 39 Batch 127/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9556, Loss: 0.0200 Epoch 39 Batch 128/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9478, Loss: 0.0227 Epoch 39 Batch 129/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9577, Loss: 0.0271 Epoch 39 Batch 130/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9577, Loss: 0.0224 Epoch 39 Batch 131/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9506, Loss: 0.0235 Epoch 39 Batch 132/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9553, Loss: 0.0193 Epoch 39 Batch 133/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9553, Loss: 0.0180 Epoch 39 Batch 134/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9478, Loss: 0.0236 Epoch 39 Batch 135/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9460, Loss: 0.0260 Epoch 39 Batch 136/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9517, Loss: 0.0151 Epoch 39 Batch 137/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9521, Loss: 0.0250 Epoch 39 Batch 138/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9521, Loss: 0.0261 Epoch 39 Batch 139/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9588, Loss: 0.0216 Epoch 39 Batch 140/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9585, Loss: 0.0173 Epoch 39 Batch 141/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0197 Epoch 39 Batch 142/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0209 Epoch 39 Batch 143/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9563, Loss: 0.0205 Epoch 39 Batch 144/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9560, Loss: 0.0298 Epoch 39 Batch 145/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9556, Loss: 0.0204 Epoch 39 Batch 146/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9556, Loss: 0.0589 Epoch 39 Batch 147/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9553, Loss: 0.0208 Epoch 39 Batch 148/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9553, Loss: 0.0251 Epoch 39 Batch 149/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0158 Epoch 39 Batch 150/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9549, Loss: 0.0202 Epoch 39 Batch 151/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9542, Loss: 0.0195 Epoch 39 Batch 152/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9517, Loss: 0.0248 Epoch 39 Batch 153/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0312 Epoch 39 Batch 154/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9499, Loss: 0.0207 Epoch 39 Batch 155/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9499, Loss: 0.0174 Epoch 39 Batch 156/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9545, Loss: 0.0137 Epoch 39 Batch 157/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0178 Epoch 39 Batch 158/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9467, Loss: 0.0240 Epoch 39 Batch 159/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9442, Loss: 0.0224 Epoch 39 Batch 160/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9510, Loss: 0.0220 Epoch 39 Batch 161/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9510, Loss: 0.0169 Epoch 39 Batch 162/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9563, Loss: 0.0245 Epoch 39 Batch 163/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9563, Loss: 0.0314 Epoch 39 Batch 164/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9567, Loss: 0.0205 Epoch 39 Batch 165/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9620, Loss: 0.0334 Epoch 39 Batch 166/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0221 Epoch 39 Batch 167/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9638, Loss: 0.0176 Epoch 39 Batch 168/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9588, Loss: 0.0319 Epoch 39 Batch 169/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9538, Loss: 0.0225 Epoch 39 Batch 170/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9467, Loss: 0.0253 Epoch 39 Batch 171/1077 - Train Accuracy: 0.9890, Validation Accuracy: 0.9521, Loss: 0.0201 Epoch 39 Batch 172/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9521, Loss: 0.0185 Epoch 39 Batch 173/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9513, Loss: 0.0208 Epoch 39 Batch 174/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9513, Loss: 0.0159 Epoch 39 Batch 175/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9627, Loss: 0.0293 Epoch 39 Batch 176/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9528, Loss: 0.0236 Epoch 39 Batch 177/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9485, Loss: 0.0252 Epoch 39 Batch 178/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9485, Loss: 0.0199 Epoch 39 Batch 179/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9485, Loss: 0.0268 Epoch 39 Batch 180/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0189 Epoch 39 Batch 181/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0226 Epoch 39 Batch 182/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9517, Loss: 0.0287 Epoch 39 Batch 183/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9513, Loss: 0.0246 Epoch 39 Batch 184/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9563, Loss: 0.0233 Epoch 39 Batch 185/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0248 Epoch 39 Batch 186/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9521, Loss: 0.0233 Epoch 39 Batch 187/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9517, Loss: 0.0179 Epoch 39 Batch 188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9506, Loss: 0.0229 Epoch 39 Batch 189/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0175 Epoch 39 Batch 190/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9506, Loss: 0.0178 Epoch 39 Batch 191/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9506, Loss: 0.0168 Epoch 39 Batch 192/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9464, Loss: 0.0202 Epoch 39 Batch 193/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9464, Loss: 0.0194 Epoch 39 Batch 194/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9528, Loss: 0.0159 Epoch 39 Batch 195/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9531, Loss: 0.0195 Epoch 39 Batch 196/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0178 Epoch 39 Batch 197/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0235 Epoch 39 Batch 198/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9577, Loss: 0.0234 Epoch 39 Batch 199/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9577, Loss: 0.0197 Epoch 39 Batch 200/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9581, Loss: 0.0225 Epoch 39 Batch 201/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9577, Loss: 0.0198 Epoch 39 Batch 202/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0189 Epoch 39 Batch 203/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9574, Loss: 0.0244 Epoch 39 Batch 204/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9524, Loss: 0.0379 Epoch 39 Batch 205/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9524, Loss: 0.0330 Epoch 39 Batch 206/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0176 Epoch 39 Batch 207/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9545, Loss: 0.0185 Epoch 39 Batch 208/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9549, Loss: 0.0201 Epoch 39 Batch 209/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0177 Epoch 39 Batch 210/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9503, Loss: 0.0194 Epoch 39 Batch 211/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9556, Loss: 0.0194 Epoch 39 Batch 212/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9556, Loss: 0.0161 Epoch 39 Batch 213/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9599, Loss: 0.0181 Epoch 39 Batch 214/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9599, Loss: 0.0195 Epoch 39 Batch 215/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9599, Loss: 0.0251 Epoch 39 Batch 216/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0199 Epoch 39 Batch 217/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9411, Loss: 0.0199 Epoch 39 Batch 218/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9489, Loss: 0.0266 Epoch 39 Batch 219/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9460, Loss: 0.0165 Epoch 39 Batch 220/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9513, Loss: 0.0228 Epoch 39 Batch 221/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9513, Loss: 0.0218 Epoch 39 Batch 222/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9524, Loss: 0.0175 Epoch 39 Batch 223/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9517, Loss: 0.0213 Epoch 39 Batch 224/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0239 Epoch 39 Batch 225/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9485, Loss: 0.0302 Epoch 39 Batch 226/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9513, Loss: 0.0172 Epoch 39 Batch 227/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9513, Loss: 0.0264 Epoch 39 Batch 228/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9460, Loss: 0.0183 Epoch 39 Batch 229/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9496, Loss: 0.0203 Epoch 39 Batch 230/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9545, Loss: 0.0191 Epoch 39 Batch 231/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9524, Loss: 0.0258 Epoch 39 Batch 232/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9538, Loss: 0.0166 Epoch 39 Batch 233/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9482, Loss: 0.0271 Epoch 39 Batch 234/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9531, Loss: 0.0218 Epoch 39 Batch 235/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9531, Loss: 0.0214 Epoch 39 Batch 236/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9528, Loss: 0.0176 Epoch 39 Batch 237/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9531, Loss: 0.0178 Epoch 39 Batch 238/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0187 Epoch 39 Batch 239/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9574, Loss: 0.0147 Epoch 39 Batch 240/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0197 Epoch 39 Batch 241/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0156 Epoch 39 Batch 242/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9478, Loss: 0.0181 Epoch 39 Batch 243/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0267 Epoch 39 Batch 244/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9513, Loss: 0.0208 Epoch 39 Batch 245/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9513, Loss: 0.0180 Epoch 39 Batch 246/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9521, Loss: 0.0201 Epoch 39 Batch 247/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9503, Loss: 0.0209 Epoch 39 Batch 248/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9528, Loss: 0.0212 Epoch 39 Batch 249/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9528, Loss: 0.0175 Epoch 39 Batch 250/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9446, Loss: 0.0212 Epoch 39 Batch 251/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9446, Loss: 0.0249 Epoch 39 Batch 252/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9442, Loss: 0.0256 Epoch 39 Batch 253/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9442, Loss: 0.0223 Epoch 39 Batch 254/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9574, Loss: 0.0242 Epoch 39 Batch 255/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9680, Loss: 0.0204 Epoch 39 Batch 256/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9648, Loss: 0.0375 Epoch 39 Batch 257/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9602, Loss: 0.0228 Epoch 39 Batch 258/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9645, Loss: 0.0216 Epoch 39 Batch 259/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9645, Loss: 0.0180 Epoch 39 Batch 260/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9645, Loss: 0.0160 Epoch 39 Batch 261/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9570, Loss: 0.0188 Epoch 39 Batch 262/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9567, Loss: 0.0203 Epoch 39 Batch 263/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9513, Loss: 0.0172 Epoch 39 Batch 264/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9513, Loss: 0.0204 Epoch 39 Batch 265/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9517, Loss: 0.0193 Epoch 39 Batch 266/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9471, Loss: 0.0230 Epoch 39 Batch 267/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9478, Loss: 0.0168 Epoch 39 Batch 268/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9528, Loss: 0.0283 Epoch 39 Batch 269/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9538, Loss: 0.0304 Epoch 39 Batch 270/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9528, Loss: 0.0286 Epoch 39 Batch 271/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0198 Epoch 39 Batch 272/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9521, Loss: 0.0454 Epoch 39 Batch 273/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9574, Loss: 0.0209 Epoch 39 Batch 274/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9528, Loss: 0.0218 Epoch 39 Batch 275/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0210 Epoch 39 Batch 276/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9474, Loss: 0.0352 Epoch 39 Batch 277/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9517, Loss: 0.0169 Epoch 39 Batch 278/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9517, Loss: 0.0265 Epoch 39 Batch 279/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0267 Epoch 39 Batch 280/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9556, Loss: 0.0250 Epoch 39 Batch 281/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0246 Epoch 39 Batch 282/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9510, Loss: 0.0250 Epoch 39 Batch 283/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9450, Loss: 0.0222 Epoch 39 Batch 284/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9503, Loss: 0.0215 Epoch 39 Batch 285/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9528, Loss: 0.0224 Epoch 39 Batch 286/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9457, Loss: 0.0208 Epoch 39 Batch 287/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9478, Loss: 0.0267 Epoch 39 Batch 288/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9471, Loss: 0.0299 Epoch 39 Batch 289/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9524, Loss: 0.0204 Epoch 39 Batch 290/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0371 Epoch 39 Batch 291/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0360 Epoch 39 Batch 292/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9478, Loss: 0.0215 Epoch 39 Batch 293/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9393, Loss: 0.0179 Epoch 39 Batch 294/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9432, Loss: 0.0248 Epoch 39 Batch 295/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9400, Loss: 0.0264 Epoch 39 Batch 296/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9499, Loss: 0.0203 Epoch 39 Batch 297/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9485, Loss: 0.0252 Epoch 39 Batch 298/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9492, Loss: 0.0276 Epoch 39 Batch 299/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9442, Loss: 0.0234 Epoch 39 Batch 300/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9503, Loss: 0.0179 Epoch 39 Batch 301/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0198 Epoch 39 Batch 302/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9606, Loss: 0.0231 Epoch 39 Batch 303/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9599, Loss: 0.0255 Epoch 39 Batch 304/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9599, Loss: 0.0241 Epoch 39 Batch 305/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9602, Loss: 0.0260 Epoch 39 Batch 306/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9549, Loss: 0.0373 Epoch 39 Batch 307/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9556, Loss: 0.0220 Epoch 39 Batch 308/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9553, Loss: 0.0261 Epoch 39 Batch 309/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9588, Loss: 0.0159 Epoch 39 Batch 310/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0192 Epoch 39 Batch 311/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9503, Loss: 0.0180 Epoch 39 Batch 312/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9474, Loss: 0.0275 Epoch 39 Batch 313/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9418, Loss: 0.0200 Epoch 39 Batch 314/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9418, Loss: 0.0288 Epoch 39 Batch 315/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9418, Loss: 0.0161 Epoch 39 Batch 316/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9464, Loss: 0.0245 Epoch 39 Batch 317/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9474, Loss: 0.0235 Epoch 39 Batch 318/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9478, Loss: 0.0188 Epoch 39 Batch 319/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9492, Loss: 0.0270 Epoch 39 Batch 320/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9499, Loss: 0.0324 Epoch 39 Batch 321/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9499, Loss: 0.0187 Epoch 39 Batch 322/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9517, Loss: 0.0199 Epoch 39 Batch 323/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0212 Epoch 39 Batch 324/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9609, Loss: 0.0184 Epoch 39 Batch 325/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9496, Loss: 0.0217 Epoch 39 Batch 326/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9496, Loss: 0.0187 Epoch 39 Batch 327/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9457, Loss: 0.0289 Epoch 39 Batch 328/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9457, Loss: 0.0267 Epoch 39 Batch 329/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9453, Loss: 0.0213 Epoch 39 Batch 330/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0194 Epoch 39 Batch 331/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9453, Loss: 0.0217 Epoch 39 Batch 332/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9453, Loss: 0.0166 Epoch 39 Batch 333/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9457, Loss: 0.0173 Epoch 39 Batch 334/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9432, Loss: 0.0188 Epoch 39 Batch 335/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9457, Loss: 0.0256 Epoch 39 Batch 336/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9457, Loss: 0.0617 Epoch 39 Batch 337/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9457, Loss: 0.0238 Epoch 39 Batch 338/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9510, Loss: 0.0289 Epoch 39 Batch 339/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9556, Loss: 0.0208 Epoch 39 Batch 340/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9521, Loss: 0.0241 Epoch 39 Batch 341/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9503, Loss: 0.0258 Epoch 39 Batch 342/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9556, Loss: 0.0197 Epoch 39 Batch 343/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9556, Loss: 0.0306 Epoch 39 Batch 344/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9549, Loss: 0.0243 Epoch 39 Batch 345/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9428, Loss: 0.0148 Epoch 39 Batch 346/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9432, Loss: 0.0225 Epoch 39 Batch 347/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9386, Loss: 0.0177 Epoch 39 Batch 348/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9393, Loss: 0.0205 Epoch 39 Batch 349/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9393, Loss: 0.0187 Epoch 39 Batch 350/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9393, Loss: 0.0195 Epoch 39 Batch 351/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9446, Loss: 0.0251 Epoch 39 Batch 352/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9446, Loss: 0.0177 Epoch 39 Batch 353/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9446, Loss: 0.0265 Epoch 39 Batch 354/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9442, Loss: 0.0239 Epoch 39 Batch 355/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9442, Loss: 0.0213 Epoch 39 Batch 356/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9442, Loss: 0.0220 Epoch 39 Batch 357/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9446, Loss: 0.0209 Epoch 39 Batch 358/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9450, Loss: 0.0252 Epoch 39 Batch 359/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9396, Loss: 0.0237 Epoch 39 Batch 360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9425, Loss: 0.0178 Epoch 39 Batch 361/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9425, Loss: 0.0152 Epoch 39 Batch 362/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9418, Loss: 0.0247 Epoch 39 Batch 363/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9414, Loss: 0.0228 Epoch 39 Batch 364/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9414, Loss: 0.0328 Epoch 39 Batch 365/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9371, Loss: 0.0136 Epoch 39 Batch 366/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9467, Loss: 0.0161 Epoch 39 Batch 367/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0143 Epoch 39 Batch 368/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9467, Loss: 0.0178 Epoch 39 Batch 369/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9467, Loss: 0.0205 Epoch 39 Batch 370/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9517, Loss: 0.0210 Epoch 39 Batch 371/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9510, Loss: 0.0158 Epoch 39 Batch 372/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9464, Loss: 0.0159 Epoch 39 Batch 373/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9471, Loss: 0.0152 Epoch 39 Batch 374/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9471, Loss: 0.0274 Epoch 39 Batch 375/1077 - Train Accuracy: 0.9759, Validation Accuracy: 0.9471, Loss: 0.0162 Epoch 39 Batch 376/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9521, Loss: 0.0261 Epoch 39 Batch 377/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9521, Loss: 0.0184 Epoch 39 Batch 378/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0163 Epoch 39 Batch 379/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0264 Epoch 39 Batch 380/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0164 Epoch 39 Batch 381/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9517, Loss: 0.0244 Epoch 39 Batch 382/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9471, Loss: 0.0278 Epoch 39 Batch 383/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9411, Loss: 0.0198 Epoch 39 Batch 384/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9411, Loss: 0.0162 Epoch 39 Batch 385/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9457, Loss: 0.0165 Epoch 39 Batch 386/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9457, Loss: 0.0189 Epoch 39 Batch 387/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0198 Epoch 39 Batch 388/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9471, Loss: 0.0304 Epoch 39 Batch 389/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0223 Epoch 39 Batch 390/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0292 Epoch 39 Batch 391/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9428, Loss: 0.0236 Epoch 39 Batch 392/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0338 Epoch 39 Batch 393/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9574, Loss: 0.0201 Epoch 39 Batch 394/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9574, Loss: 0.0249 Epoch 39 Batch 395/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9524, Loss: 0.0208 Epoch 39 Batch 396/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9524, Loss: 0.0239 Epoch 39 Batch 397/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9577, Loss: 0.0246 Epoch 39 Batch 398/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9513, Loss: 0.0250 Epoch 39 Batch 399/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9457, Loss: 0.0243 Epoch 39 Batch 400/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9435, Loss: 0.0227 Epoch 39 Batch 401/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9435, Loss: 0.0181 Epoch 39 Batch 402/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9435, Loss: 0.0194 Epoch 39 Batch 403/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9439, Loss: 0.0355 Epoch 39 Batch 404/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9389, Loss: 0.0241 Epoch 39 Batch 405/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9389, Loss: 0.0281 Epoch 39 Batch 406/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9411, Loss: 0.0196 Epoch 39 Batch 407/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0238 Epoch 39 Batch 408/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9453, Loss: 0.0247 Epoch 39 Batch 409/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9457, Loss: 0.0265 Epoch 39 Batch 410/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9464, Loss: 0.0354 Epoch 39 Batch 411/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9464, Loss: 0.0272 Epoch 39 Batch 412/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9407, Loss: 0.0214 Epoch 39 Batch 413/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9400, Loss: 0.0214 Epoch 39 Batch 414/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9403, Loss: 0.0186 Epoch 39 Batch 415/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9389, Loss: 0.0268 Epoch 39 Batch 416/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9389, Loss: 0.0182 Epoch 39 Batch 417/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9389, Loss: 0.0350 Epoch 39 Batch 418/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9418, Loss: 0.0237 Epoch 39 Batch 419/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9425, Loss: 0.0210 Epoch 39 Batch 420/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9407, Loss: 0.0170 Epoch 39 Batch 421/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9467, Loss: 0.0343 Epoch 39 Batch 422/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9418, Loss: 0.0183 Epoch 39 Batch 423/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9457, Loss: 0.0237 Epoch 39 Batch 424/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0227 Epoch 39 Batch 425/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9457, Loss: 0.0170 Epoch 39 Batch 426/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9418, Loss: 0.0256 Epoch 39 Batch 427/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9421, Loss: 0.0213 Epoch 39 Batch 428/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9442, Loss: 0.0180 Epoch 39 Batch 429/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9375, Loss: 0.0171 Epoch 39 Batch 430/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9411, Loss: 0.0168 Epoch 39 Batch 431/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9411, Loss: 0.0173 Epoch 39 Batch 432/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9389, Loss: 0.0229 Epoch 39 Batch 433/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9339, Loss: 0.0243 Epoch 39 Batch 434/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9343, Loss: 0.0189 Epoch 39 Batch 435/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9343, Loss: 0.0271 Epoch 39 Batch 436/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9318, Loss: 0.0220 Epoch 39 Batch 437/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9318, Loss: 0.0161 Epoch 39 Batch 438/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9311, Loss: 0.0192 Epoch 39 Batch 439/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9315, Loss: 0.0213 Epoch 39 Batch 440/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9364, Loss: 0.0246 Epoch 39 Batch 441/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9421, Loss: 0.0219 Epoch 39 Batch 442/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9421, Loss: 0.0330 Epoch 39 Batch 443/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9368, Loss: 0.0188 Epoch 39 Batch 444/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9368, Loss: 0.0208 Epoch 39 Batch 445/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9357, Loss: 0.0212 Epoch 39 Batch 446/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9361, Loss: 0.0163 Epoch 39 Batch 447/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9361, Loss: 0.0191 Epoch 39 Batch 448/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9382, Loss: 0.0237 Epoch 39 Batch 449/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9379, Loss: 0.0294 Epoch 39 Batch 450/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9283, Loss: 0.0271 Epoch 39 Batch 451/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9386, Loss: 0.0183 Epoch 39 Batch 452/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9389, Loss: 0.0181 Epoch 39 Batch 453/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9322, Loss: 0.0220 Epoch 39 Batch 454/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9371, Loss: 0.0370 Epoch 39 Batch 455/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9368, Loss: 0.0246 Epoch 39 Batch 456/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9435, Loss: 0.0256 Epoch 39 Batch 457/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9435, Loss: 0.0170 Epoch 39 Batch 458/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9435, Loss: 0.0271 Epoch 39 Batch 459/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9414, Loss: 0.0247 Epoch 39 Batch 460/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9414, Loss: 0.0241 Epoch 39 Batch 461/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9414, Loss: 0.0196 Epoch 39 Batch 462/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9414, Loss: 0.0199 Epoch 39 Batch 463/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0214 Epoch 39 Batch 464/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9457, Loss: 0.0231 Epoch 39 Batch 465/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9457, Loss: 0.0306 Epoch 39 Batch 466/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9354, Loss: 0.0206 Epoch 39 Batch 467/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9400, Loss: 0.0221 Epoch 39 Batch 468/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9368, Loss: 0.0199 Epoch 39 Batch 469/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9368, Loss: 0.0165 Epoch 39 Batch 470/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9396, Loss: 0.0242 Epoch 39 Batch 471/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9428, Loss: 0.0177 Epoch 39 Batch 472/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9428, Loss: 0.0199 Epoch 39 Batch 473/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9478, Loss: 0.0201 Epoch 39 Batch 474/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9482, Loss: 0.0176 Epoch 39 Batch 475/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0223 Epoch 39 Batch 476/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9482, Loss: 0.0176 Epoch 39 Batch 477/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9570, Loss: 0.0246 Epoch 39 Batch 478/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9524, Loss: 0.0231 Epoch 39 Batch 479/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0261 Epoch 39 Batch 480/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9464, Loss: 0.0203 Epoch 39 Batch 481/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9464, Loss: 0.0215 Epoch 39 Batch 482/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9499, Loss: 0.0234 Epoch 39 Batch 483/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9400, Loss: 0.0318 Epoch 39 Batch 484/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9357, Loss: 0.0229 Epoch 39 Batch 485/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9357, Loss: 0.0248 Epoch 39 Batch 486/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9311, Loss: 0.0211 Epoch 39 Batch 487/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9311, Loss: 0.0172 Epoch 39 Batch 488/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9311, Loss: 0.0184 Epoch 39 Batch 489/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9371, Loss: 0.0229 Epoch 39 Batch 490/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9371, Loss: 0.0244 Epoch 39 Batch 491/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9371, Loss: 0.0282 Epoch 39 Batch 492/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9414, Loss: 0.0241 Epoch 39 Batch 493/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9315, Loss: 0.0156 Epoch 39 Batch 494/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9425, Loss: 0.0155 Epoch 39 Batch 495/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9521, Loss: 0.0212 Epoch 39 Batch 496/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9524, Loss: 0.0195 Epoch 39 Batch 497/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9528, Loss: 0.0294 Epoch 39 Batch 498/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9535, Loss: 0.0256 Epoch 39 Batch 499/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9627, Loss: 0.0237 Epoch 39 Batch 500/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9581, Loss: 0.0193 Epoch 39 Batch 501/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0201 Epoch 39 Batch 502/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9631, Loss: 0.0247 Epoch 39 Batch 503/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0177 Epoch 39 Batch 504/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9585, Loss: 0.0208 Epoch 39 Batch 505/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0171 Epoch 39 Batch 506/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0256 Epoch 39 Batch 507/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9521, Loss: 0.0259 Epoch 39 Batch 508/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9521, Loss: 0.0182 Epoch 39 Batch 509/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9581, Loss: 0.0321 Epoch 39 Batch 510/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0183 Epoch 39 Batch 511/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9485, Loss: 0.0230 Epoch 39 Batch 512/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9538, Loss: 0.0168 Epoch 39 Batch 513/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9577, Loss: 0.0238 Epoch 39 Batch 514/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9577, Loss: 0.0228 Epoch 39 Batch 515/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0214 Epoch 39 Batch 516/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9471, Loss: 0.0204 Epoch 39 Batch 517/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9471, Loss: 0.0240 Epoch 39 Batch 518/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0221 Epoch 39 Batch 519/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9471, Loss: 0.0280 Epoch 39 Batch 520/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0138 Epoch 39 Batch 521/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9531, Loss: 0.0224 Epoch 39 Batch 522/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9535, Loss: 0.0291 Epoch 39 Batch 523/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9535, Loss: 0.0258 Epoch 39 Batch 524/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9492, Loss: 0.0252 Epoch 39 Batch 525/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0210 Epoch 39 Batch 526/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9538, Loss: 0.0175 Epoch 39 Batch 527/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9528, Loss: 0.0201 Epoch 39 Batch 528/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9524, Loss: 0.0250 Epoch 39 Batch 529/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9517, Loss: 0.0243 Epoch 39 Batch 530/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9524, Loss: 0.0257 Epoch 39 Batch 531/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0231 Epoch 39 Batch 532/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9478, Loss: 0.0308 Epoch 39 Batch 533/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9528, Loss: 0.0194 Epoch 39 Batch 534/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9535, Loss: 0.0283 Epoch 39 Batch 535/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9538, Loss: 0.0239 Epoch 39 Batch 536/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9585, Loss: 0.0224 Epoch 39 Batch 537/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0165 Epoch 39 Batch 538/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9634, Loss: 0.0213 Epoch 39 Batch 539/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9631, Loss: 0.0295 Epoch 39 Batch 540/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9705, Loss: 0.0143 Epoch 39 Batch 541/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9680, Loss: 0.0236 Epoch 39 Batch 542/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9680, Loss: 0.0223 Epoch 39 Batch 543/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9680, Loss: 0.0179 Epoch 39 Batch 544/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9627, Loss: 0.0149 Epoch 39 Batch 545/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9577, Loss: 0.0180 Epoch 39 Batch 546/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0234 Epoch 39 Batch 547/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9503, Loss: 0.0202 Epoch 39 Batch 548/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9364, Loss: 0.0281 Epoch 39 Batch 549/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9375, Loss: 0.0261 Epoch 39 Batch 550/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9379, Loss: 0.0240 Epoch 39 Batch 551/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9517, Loss: 0.0248 Epoch 39 Batch 552/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0248 Epoch 39 Batch 553/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9513, Loss: 0.0277 Epoch 39 Batch 554/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9499, Loss: 0.0189 Epoch 39 Batch 555/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9496, Loss: 0.0203 Epoch 39 Batch 556/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0162 Epoch 39 Batch 557/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9499, Loss: 0.0200 Epoch 39 Batch 558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9460, Loss: 0.0184 Epoch 39 Batch 559/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9464, Loss: 0.0232 Epoch 39 Batch 560/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9570, Loss: 0.0214 Epoch 39 Batch 561/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0198 Epoch 39 Batch 562/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9513, Loss: 0.0196 Epoch 39 Batch 563/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9513, Loss: 0.0242 Epoch 39 Batch 564/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9464, Loss: 0.0300 Epoch 39 Batch 565/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0338 Epoch 39 Batch 566/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9464, Loss: 0.0253 Epoch 39 Batch 567/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9453, Loss: 0.0226 Epoch 39 Batch 568/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9453, Loss: 0.0193 Epoch 39 Batch 569/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9467, Loss: 0.0246 Epoch 39 Batch 570/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9471, Loss: 0.0255 Epoch 39 Batch 571/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9471, Loss: 0.0170 Epoch 39 Batch 572/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9474, Loss: 0.0219 Epoch 39 Batch 573/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9620, Loss: 0.0380 Epoch 39 Batch 574/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9609, Loss: 0.0244 Epoch 39 Batch 575/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9560, Loss: 0.0179 Epoch 39 Batch 576/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9538, Loss: 0.0209 Epoch 39 Batch 577/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9535, Loss: 0.0228 Epoch 39 Batch 578/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0189 Epoch 39 Batch 579/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9485, Loss: 0.0204 Epoch 39 Batch 580/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9538, Loss: 0.0152 Epoch 39 Batch 581/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9489, Loss: 0.0173 Epoch 39 Batch 582/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9528, Loss: 0.0172 Epoch 39 Batch 583/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9531, Loss: 0.0230 Epoch 39 Batch 584/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9538, Loss: 0.0261 Epoch 39 Batch 585/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9542, Loss: 0.0137 Epoch 39 Batch 586/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9588, Loss: 0.0185 Epoch 39 Batch 587/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9588, Loss: 0.0245 Epoch 39 Batch 588/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9588, Loss: 0.0191 Epoch 39 Batch 589/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9585, Loss: 0.0208 Epoch 39 Batch 590/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9585, Loss: 0.0203 Epoch 39 Batch 591/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9517, Loss: 0.0198 Epoch 39 Batch 592/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9517, Loss: 0.0222 Epoch 39 Batch 593/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9560, Loss: 0.0381 Epoch 39 Batch 594/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9627, Loss: 0.0277 Epoch 39 Batch 595/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0219 Epoch 39 Batch 596/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9581, Loss: 0.0229 Epoch 39 Batch 597/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9581, Loss: 0.0193 Epoch 39 Batch 598/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9581, Loss: 0.0226 Epoch 39 Batch 599/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9574, Loss: 0.0382 Epoch 39 Batch 600/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9577, Loss: 0.0261 Epoch 39 Batch 601/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9574, Loss: 0.0246 Epoch 39 Batch 602/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9613, Loss: 0.0231 Epoch 39 Batch 603/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9620, Loss: 0.0271 Epoch 39 Batch 604/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9673, Loss: 0.0401 Epoch 39 Batch 605/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9666, Loss: 0.0308 Epoch 39 Batch 606/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9663, Loss: 0.0164 Epoch 39 Batch 607/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9663, Loss: 0.0260 Epoch 39 Batch 608/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0273 Epoch 39 Batch 609/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0280 Epoch 39 Batch 610/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9538, Loss: 0.0261 Epoch 39 Batch 611/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9538, Loss: 0.0215 Epoch 39 Batch 612/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9592, Loss: 0.0188 Epoch 39 Batch 613/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9531, Loss: 0.0308 Epoch 39 Batch 614/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9531, Loss: 0.0193 Epoch 39 Batch 615/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0152 Epoch 39 Batch 616/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9606, Loss: 0.0238 Epoch 39 Batch 617/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9599, Loss: 0.0204 Epoch 39 Batch 618/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9499, Loss: 0.0247 Epoch 39 Batch 619/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0150 Epoch 39 Batch 620/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0152 Epoch 39 Batch 621/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0305 Epoch 39 Batch 622/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0285 Epoch 39 Batch 623/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9609, Loss: 0.0278 Epoch 39 Batch 624/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9599, Loss: 0.0249 Epoch 39 Batch 625/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9549, Loss: 0.0203 Epoch 39 Batch 626/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9474, Loss: 0.0216 Epoch 39 Batch 627/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9474, Loss: 0.0230 Epoch 39 Batch 628/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9474, Loss: 0.0228 Epoch 39 Batch 629/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9474, Loss: 0.0216 Epoch 39 Batch 630/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0206 Epoch 39 Batch 631/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9595, Loss: 0.0287 Epoch 39 Batch 632/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0159 Epoch 39 Batch 633/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9549, Loss: 0.0191 Epoch 39 Batch 634/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9599, Loss: 0.0182 Epoch 39 Batch 635/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9602, Loss: 0.0264 Epoch 39 Batch 636/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0199 Epoch 39 Batch 637/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9602, Loss: 0.0237 Epoch 39 Batch 638/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9599, Loss: 0.0214 Epoch 39 Batch 639/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9574, Loss: 0.0275 Epoch 39 Batch 640/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9574, Loss: 0.0177 Epoch 39 Batch 641/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9570, Loss: 0.0221 Epoch 39 Batch 642/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9673, Loss: 0.0215 Epoch 39 Batch 643/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9698, Loss: 0.0168 Epoch 39 Batch 644/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0189 Epoch 39 Batch 645/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9599, Loss: 0.0274 Epoch 39 Batch 646/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0221 Epoch 39 Batch 647/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9602, Loss: 0.0279 Epoch 39 Batch 648/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9588, Loss: 0.0185 Epoch 39 Batch 649/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9588, Loss: 0.0193 Epoch 39 Batch 650/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0230 Epoch 39 Batch 651/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0192 Epoch 39 Batch 652/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9712, Loss: 0.0205 Epoch 39 Batch 653/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9712, Loss: 0.0314 Epoch 39 Batch 654/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9663, Loss: 0.0239 Epoch 39 Batch 655/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9627, Loss: 0.0282 Epoch 39 Batch 656/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9531, Loss: 0.0242 Epoch 39 Batch 657/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9574, Loss: 0.0252 Epoch 39 Batch 658/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0146 Epoch 39 Batch 659/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9528, Loss: 0.0179 Epoch 39 Batch 660/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0174 Epoch 39 Batch 661/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0197 Epoch 39 Batch 662/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9595, Loss: 0.0196 Epoch 39 Batch 663/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0157 Epoch 39 Batch 664/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9482, Loss: 0.0198 Epoch 39 Batch 665/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9478, Loss: 0.0167 Epoch 39 Batch 666/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9478, Loss: 0.0282 Epoch 39 Batch 667/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9428, Loss: 0.0246 Epoch 39 Batch 668/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9478, Loss: 0.0193 Epoch 39 Batch 669/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9478, Loss: 0.0176 Epoch 39 Batch 670/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9464, Loss: 0.0183 Epoch 39 Batch 671/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9513, Loss: 0.0248 Epoch 39 Batch 672/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9474, Loss: 0.0206 Epoch 39 Batch 673/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0258 Epoch 39 Batch 674/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0216 Epoch 39 Batch 675/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9457, Loss: 0.0240 Epoch 39 Batch 676/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9542, Loss: 0.0207 Epoch 39 Batch 677/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9517, Loss: 0.0252 Epoch 39 Batch 678/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0132 Epoch 39 Batch 679/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9464, Loss: 0.0174 Epoch 39 Batch 680/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9521, Loss: 0.0279 Epoch 39 Batch 681/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9474, Loss: 0.0209 Epoch 39 Batch 682/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9379, Loss: 0.0182 Epoch 39 Batch 683/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9432, Loss: 0.0148 Epoch 39 Batch 684/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9428, Loss: 0.0243 Epoch 39 Batch 685/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9432, Loss: 0.0262 Epoch 39 Batch 686/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9506, Loss: 0.0194 Epoch 39 Batch 687/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9531, Loss: 0.0231 Epoch 39 Batch 688/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9585, Loss: 0.0197 Epoch 39 Batch 689/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0143 Epoch 39 Batch 690/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0234 Epoch 39 Batch 691/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9585, Loss: 0.0245 Epoch 39 Batch 692/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9560, Loss: 0.0195 Epoch 39 Batch 693/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9567, Loss: 0.0324 Epoch 39 Batch 694/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9684, Loss: 0.0181 Epoch 39 Batch 695/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9677, Loss: 0.0213 Epoch 39 Batch 696/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9631, Loss: 0.0201 Epoch 39 Batch 697/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9631, Loss: 0.0193 Epoch 39 Batch 698/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9538, Loss: 0.0171 Epoch 39 Batch 699/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9585, Loss: 0.0182 Epoch 39 Batch 700/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0180 Epoch 39 Batch 701/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0195 Epoch 39 Batch 702/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9631, Loss: 0.0318 Epoch 39 Batch 703/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9627, Loss: 0.0226 Epoch 39 Batch 704/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9581, Loss: 0.0292 Epoch 39 Batch 705/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9638, Loss: 0.0242 Epoch 39 Batch 706/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9588, Loss: 0.0385 Epoch 39 Batch 707/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9592, Loss: 0.0263 Epoch 39 Batch 708/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9641, Loss: 0.0200 Epoch 39 Batch 709/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9691, Loss: 0.0279 Epoch 39 Batch 710/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9670, Loss: 0.0171 Epoch 39 Batch 711/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9553, Loss: 0.0255 Epoch 39 Batch 712/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9503, Loss: 0.0181 Epoch 39 Batch 713/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9496, Loss: 0.0210 Epoch 39 Batch 714/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9474, Loss: 0.0210 Epoch 39 Batch 715/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9524, Loss: 0.0231 Epoch 39 Batch 716/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9524, Loss: 0.0166 Epoch 39 Batch 717/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9524, Loss: 0.0164 Epoch 39 Batch 718/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9524, Loss: 0.0271 Epoch 39 Batch 719/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9521, Loss: 0.0338 Epoch 39 Batch 720/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9467, Loss: 0.0210 Epoch 39 Batch 721/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9513, Loss: 0.0211 Epoch 39 Batch 722/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0208 Epoch 39 Batch 723/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9510, Loss: 0.0220 Epoch 39 Batch 724/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9513, Loss: 0.0245 Epoch 39 Batch 725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9570, Loss: 0.0183 Epoch 39 Batch 726/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0152 Epoch 39 Batch 727/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9517, Loss: 0.0184 Epoch 39 Batch 728/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9503, Loss: 0.0237 Epoch 39 Batch 729/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0255 Epoch 39 Batch 730/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9542, Loss: 0.0316 Epoch 39 Batch 731/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9535, Loss: 0.0218 Epoch 39 Batch 732/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9506, Loss: 0.0253 Epoch 39 Batch 733/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0241 Epoch 39 Batch 734/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9442, Loss: 0.0218 Epoch 39 Batch 735/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9396, Loss: 0.0175 Epoch 39 Batch 736/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9396, Loss: 0.0198 Epoch 39 Batch 737/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9396, Loss: 0.0243 Epoch 39 Batch 738/1077 - Train Accuracy: 0.9775, Validation Accuracy: 0.9396, Loss: 0.0155 Epoch 39 Batch 739/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9446, Loss: 0.0193 Epoch 39 Batch 740/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9489, Loss: 0.0158 Epoch 39 Batch 741/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0284 Epoch 39 Batch 742/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9531, Loss: 0.0201 Epoch 39 Batch 743/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9538, Loss: 0.0225 Epoch 39 Batch 744/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9489, Loss: 0.0253 Epoch 39 Batch 745/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0244 Epoch 39 Batch 746/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9485, Loss: 0.0187 Epoch 39 Batch 747/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0178 Epoch 39 Batch 748/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9549, Loss: 0.0182 Epoch 39 Batch 749/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9499, Loss: 0.0183 Epoch 39 Batch 750/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9542, Loss: 0.0231 Epoch 39 Batch 751/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0239 Epoch 39 Batch 752/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9624, Loss: 0.0245 Epoch 39 Batch 753/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0172 Epoch 39 Batch 754/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9624, Loss: 0.0246 Epoch 39 Batch 755/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9574, Loss: 0.0277 Epoch 39 Batch 756/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9524, Loss: 0.0232 Epoch 39 Batch 757/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9528, Loss: 0.0257 Epoch 39 Batch 758/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0170 Epoch 39 Batch 759/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9513, Loss: 0.0239 Epoch 39 Batch 760/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9513, Loss: 0.0235 Epoch 39 Batch 761/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9513, Loss: 0.0195 Epoch 39 Batch 762/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9492, Loss: 0.0195 Epoch 39 Batch 763/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9492, Loss: 0.0252 Epoch 39 Batch 764/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9492, Loss: 0.0217 Epoch 39 Batch 765/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9496, Loss: 0.0339 Epoch 39 Batch 766/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9474, Loss: 0.0269 Epoch 39 Batch 767/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9517, Loss: 0.0225 Epoch 39 Batch 768/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9521, Loss: 0.0176 Epoch 39 Batch 769/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9517, Loss: 0.0233 Epoch 39 Batch 770/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9503, Loss: 0.0209 Epoch 39 Batch 771/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0239 Epoch 39 Batch 772/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9506, Loss: 0.0201 Epoch 39 Batch 773/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9524, Loss: 0.0205 Epoch 39 Batch 774/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9531, Loss: 0.0175 Epoch 39 Batch 775/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0204 Epoch 39 Batch 776/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9659, Loss: 0.0241 Epoch 39 Batch 777/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9709, Loss: 0.0153 Epoch 39 Batch 778/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9609, Loss: 0.0252 Epoch 39 Batch 779/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0205 Epoch 39 Batch 780/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9609, Loss: 0.0286 Epoch 39 Batch 781/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9606, Loss: 0.0177 Epoch 39 Batch 782/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9560, Loss: 0.0225 Epoch 39 Batch 783/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9560, Loss: 0.0243 Epoch 39 Batch 784/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9560, Loss: 0.0132 Epoch 39 Batch 785/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9553, Loss: 0.0166 Epoch 39 Batch 786/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9553, Loss: 0.0170 Epoch 39 Batch 787/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0199 Epoch 39 Batch 788/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0214 Epoch 39 Batch 789/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9471, Loss: 0.0285 Epoch 39 Batch 790/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9467, Loss: 0.0286 Epoch 39 Batch 791/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9467, Loss: 0.0239 Epoch 39 Batch 792/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0212 Epoch 39 Batch 793/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9503, Loss: 0.0193 Epoch 39 Batch 794/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9496, Loss: 0.0154 Epoch 39 Batch 795/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9432, Loss: 0.0252 Epoch 39 Batch 796/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9411, Loss: 0.0209 Epoch 39 Batch 797/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9450, Loss: 0.0269 Epoch 39 Batch 798/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0208 Epoch 39 Batch 799/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9567, Loss: 0.0370 Epoch 39 Batch 800/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0163 Epoch 39 Batch 801/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9545, Loss: 0.0213 Epoch 39 Batch 802/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9545, Loss: 0.0281 Epoch 39 Batch 803/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0205 Epoch 39 Batch 804/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9492, Loss: 0.0144 Epoch 39 Batch 805/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9439, Loss: 0.0225 Epoch 39 Batch 806/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9489, Loss: 0.0198 Epoch 39 Batch 807/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9492, Loss: 0.0141 Epoch 39 Batch 808/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9492, Loss: 0.0370 Epoch 39 Batch 809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9538, Loss: 0.0357 Epoch 39 Batch 810/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9531, Loss: 0.0179 Epoch 39 Batch 811/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9517, Loss: 0.0213 Epoch 39 Batch 812/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9379, Loss: 0.0232 Epoch 39 Batch 813/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9428, Loss: 0.0209 Epoch 39 Batch 814/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9492, Loss: 0.0221 Epoch 39 Batch 815/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9492, Loss: 0.0264 Epoch 39 Batch 816/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9606, Loss: 0.0186 Epoch 39 Batch 817/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9606, Loss: 0.0218 Epoch 39 Batch 818/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9606, Loss: 0.0242 Epoch 39 Batch 819/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9627, Loss: 0.0201 Epoch 39 Batch 820/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9648, Loss: 0.0209 Epoch 39 Batch 821/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9702, Loss: 0.0241 Epoch 39 Batch 822/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9670, Loss: 0.0180 Epoch 39 Batch 823/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9659, Loss: 0.0225 Epoch 39 Batch 824/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9659, Loss: 0.0251 Epoch 39 Batch 825/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9616, Loss: 0.0154 Epoch 39 Batch 826/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9581, Loss: 0.0202 Epoch 39 Batch 827/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9531, Loss: 0.0259 Epoch 39 Batch 828/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9535, Loss: 0.0178 Epoch 39 Batch 829/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9585, Loss: 0.0282 Epoch 39 Batch 830/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9609, Loss: 0.0258 Epoch 39 Batch 831/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0241 Epoch 39 Batch 832/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0176 Epoch 39 Batch 833/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0281 Epoch 39 Batch 834/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9652, Loss: 0.0234 Epoch 39 Batch 835/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9602, Loss: 0.0222 Epoch 39 Batch 836/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9556, Loss: 0.0180 Epoch 39 Batch 837/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9556, Loss: 0.0272 Epoch 39 Batch 838/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9627, Loss: 0.0227 Epoch 39 Batch 839/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9616, Loss: 0.0139 Epoch 39 Batch 840/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0233 Epoch 39 Batch 841/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9602, Loss: 0.0363 Epoch 39 Batch 842/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9549, Loss: 0.0159 Epoch 39 Batch 843/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0181 Epoch 39 Batch 844/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9549, Loss: 0.0206 Epoch 39 Batch 845/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9549, Loss: 0.0181 Epoch 39 Batch 846/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9545, Loss: 0.0308 Epoch 39 Batch 847/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0243 Epoch 39 Batch 848/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9545, Loss: 0.0208 Epoch 39 Batch 849/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9538, Loss: 0.0154 Epoch 39 Batch 850/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9535, Loss: 0.0327 Epoch 39 Batch 851/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9599, Loss: 0.0322 Epoch 39 Batch 852/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9553, Loss: 0.0323 Epoch 39 Batch 853/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0244 Epoch 39 Batch 854/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0242 Epoch 39 Batch 855/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9517, Loss: 0.0259 Epoch 39 Batch 856/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9545, Loss: 0.0245 Epoch 39 Batch 857/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9535, Loss: 0.0215 Epoch 39 Batch 858/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9531, Loss: 0.0173 Epoch 39 Batch 859/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0209 Epoch 39 Batch 860/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9535, Loss: 0.0208 Epoch 39 Batch 861/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9535, Loss: 0.0206 Epoch 39 Batch 862/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9535, Loss: 0.0261 Epoch 39 Batch 863/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9517, Loss: 0.0189 Epoch 39 Batch 864/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9567, Loss: 0.0247 Epoch 39 Batch 865/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9513, Loss: 0.0236 Epoch 39 Batch 866/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9563, Loss: 0.0260 Epoch 39 Batch 867/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9563, Loss: 0.0621 Epoch 39 Batch 868/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9592, Loss: 0.0257 Epoch 39 Batch 869/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0219 Epoch 39 Batch 870/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9581, Loss: 0.0191 Epoch 39 Batch 871/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0172 Epoch 39 Batch 872/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0193 Epoch 39 Batch 873/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9510, Loss: 0.0215 Epoch 39 Batch 874/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9524, Loss: 0.0253 Epoch 39 Batch 875/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9489, Loss: 0.0212 Epoch 39 Batch 876/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9482, Loss: 0.0192 Epoch 39 Batch 877/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9446, Loss: 0.0172 Epoch 39 Batch 878/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9503, Loss: 0.0178 Epoch 39 Batch 879/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9503, Loss: 0.0144 Epoch 39 Batch 880/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9496, Loss: 0.0240 Epoch 39 Batch 881/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9496, Loss: 0.0233 Epoch 39 Batch 882/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0203 Epoch 39 Batch 883/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9542, Loss: 0.0288 Epoch 39 Batch 884/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9542, Loss: 0.0255 Epoch 39 Batch 885/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9510, Loss: 0.0128 Epoch 39 Batch 886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0193 Epoch 39 Batch 887/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9563, Loss: 0.0233 Epoch 39 Batch 888/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9542, Loss: 0.0208 Epoch 39 Batch 889/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9563, Loss: 0.0259 Epoch 39 Batch 890/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9563, Loss: 0.0221 Epoch 39 Batch 891/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9567, Loss: 0.0150 Epoch 39 Batch 892/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0207 Epoch 39 Batch 893/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9521, Loss: 0.0174 Epoch 39 Batch 894/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9517, Loss: 0.0151 Epoch 39 Batch 895/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0175 Epoch 39 Batch 896/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9414, Loss: 0.0202 Epoch 39 Batch 897/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0186 Epoch 39 Batch 898/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9418, Loss: 0.0226 Epoch 39 Batch 899/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9485, Loss: 0.0233 Epoch 39 Batch 900/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0237 Epoch 39 Batch 901/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9485, Loss: 0.0356 Epoch 39 Batch 902/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9482, Loss: 0.0264 Epoch 39 Batch 903/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9482, Loss: 0.0244 Epoch 39 Batch 904/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9535, Loss: 0.0202 Epoch 39 Batch 905/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0172 Epoch 39 Batch 906/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9624, Loss: 0.0221 Epoch 39 Batch 907/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9673, Loss: 0.0244 Epoch 39 Batch 908/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9656, Loss: 0.0225 Epoch 39 Batch 909/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9606, Loss: 0.0260 Epoch 39 Batch 910/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9656, Loss: 0.0248 Epoch 39 Batch 911/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9656, Loss: 0.0311 Epoch 39 Batch 912/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9705, Loss: 0.0203 Epoch 39 Batch 913/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9656, Loss: 0.0272 Epoch 39 Batch 914/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9641, Loss: 0.0508 Epoch 39 Batch 915/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9545, Loss: 0.0183 Epoch 39 Batch 916/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9595, Loss: 0.0214 Epoch 39 Batch 917/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9574, Loss: 0.0237 Epoch 39 Batch 918/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9595, Loss: 0.0179 Epoch 39 Batch 919/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9595, Loss: 0.0155 Epoch 39 Batch 920/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9595, Loss: 0.0168 Epoch 39 Batch 921/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9560, Loss: 0.0217 Epoch 39 Batch 922/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9506, Loss: 0.0209 Epoch 39 Batch 923/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9478, Loss: 0.0143 Epoch 39 Batch 924/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9478, Loss: 0.0269 Epoch 39 Batch 925/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0164 Epoch 39 Batch 926/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9535, Loss: 0.0247 Epoch 39 Batch 927/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9471, Loss: 0.0267 Epoch 39 Batch 928/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0203 Epoch 39 Batch 929/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9556, Loss: 0.0207 Epoch 39 Batch 930/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9531, Loss: 0.0159 Epoch 39 Batch 931/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9510, Loss: 0.0201 Epoch 39 Batch 932/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9513, Loss: 0.0213 Epoch 39 Batch 933/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9513, Loss: 0.0192 Epoch 39 Batch 934/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0175 Epoch 39 Batch 935/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0198 Epoch 39 Batch 936/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9542, Loss: 0.0234 Epoch 39 Batch 937/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9556, Loss: 0.0354 Epoch 39 Batch 938/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0252 Epoch 39 Batch 939/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0251 Epoch 39 Batch 940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9556, Loss: 0.0190 Epoch 39 Batch 941/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9513, Loss: 0.0214 Epoch 39 Batch 942/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9538, Loss: 0.0283 Epoch 39 Batch 943/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0182 Epoch 39 Batch 944/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9581, Loss: 0.0206 Epoch 39 Batch 945/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9528, Loss: 0.0156 Epoch 39 Batch 946/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9542, Loss: 0.0154 Epoch 39 Batch 947/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9485, Loss: 0.0215 Epoch 39 Batch 948/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9478, Loss: 0.0232 Epoch 39 Batch 949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0175 Epoch 39 Batch 950/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0196 Epoch 39 Batch 951/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9641, Loss: 0.0215 Epoch 39 Batch 952/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9595, Loss: 0.0128 Epoch 39 Batch 953/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9563, Loss: 0.0195 Epoch 39 Batch 954/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0262 Epoch 39 Batch 955/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0227 Epoch 39 Batch 956/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9616, Loss: 0.0223 Epoch 39 Batch 957/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9616, Loss: 0.0141 Epoch 39 Batch 958/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9631, Loss: 0.0223 Epoch 39 Batch 959/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9680, Loss: 0.0256 Epoch 39 Batch 960/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9680, Loss: 0.0184 Epoch 39 Batch 961/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9659, Loss: 0.0144 Epoch 39 Batch 962/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9680, Loss: 0.0267 Epoch 39 Batch 963/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9680, Loss: 0.0259 Epoch 39 Batch 964/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0180 Epoch 39 Batch 965/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9581, Loss: 0.0321 Epoch 39 Batch 966/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9538, Loss: 0.0195 Epoch 39 Batch 967/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9531, Loss: 0.0238 Epoch 39 Batch 968/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9624, Loss: 0.0284 Epoch 39 Batch 969/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9624, Loss: 0.0280 Epoch 39 Batch 970/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9624, Loss: 0.0216 Epoch 39 Batch 971/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0294 Epoch 39 Batch 972/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9556, Loss: 0.0262 Epoch 39 Batch 973/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9606, Loss: 0.0174 Epoch 39 Batch 974/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9602, Loss: 0.0180 Epoch 39 Batch 975/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9560, Loss: 0.0189 Epoch 39 Batch 976/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0166 Epoch 39 Batch 977/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9560, Loss: 0.0139 Epoch 39 Batch 978/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9531, Loss: 0.0200 Epoch 39 Batch 979/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9457, Loss: 0.0190 Epoch 39 Batch 980/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9457, Loss: 0.0227 Epoch 39 Batch 981/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9510, Loss: 0.0254 Epoch 39 Batch 982/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0256 Epoch 39 Batch 983/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9631, Loss: 0.0208 Epoch 39 Batch 984/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9560, Loss: 0.0262 Epoch 39 Batch 985/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9556, Loss: 0.0174 Epoch 39 Batch 986/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9577, Loss: 0.0218 Epoch 39 Batch 987/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0169 Epoch 39 Batch 988/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0251 Epoch 39 Batch 989/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9560, Loss: 0.0219 Epoch 39 Batch 990/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0249 Epoch 39 Batch 991/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0186 Epoch 39 Batch 992/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9499, Loss: 0.0252 Epoch 39 Batch 993/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0169 Epoch 39 Batch 994/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0195 Epoch 39 Batch 995/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9400, Loss: 0.0176 Epoch 39 Batch 996/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9435, Loss: 0.0243 Epoch 39 Batch 997/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9460, Loss: 0.0222 Epoch 39 Batch 998/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9460, Loss: 0.0207 Epoch 39 Batch 999/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9471, Loss: 0.0241 Epoch 39 Batch 1000/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9439, Loss: 0.0227 Epoch 39 Batch 1001/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9439, Loss: 0.0155 Epoch 39 Batch 1002/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9439, Loss: 0.0172 Epoch 39 Batch 1003/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9439, Loss: 0.0210 Epoch 39 Batch 1004/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9432, Loss: 0.0223 Epoch 39 Batch 1005/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9386, Loss: 0.0211 Epoch 39 Batch 1006/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9435, Loss: 0.0188 Epoch 39 Batch 1007/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9435, Loss: 0.0151 Epoch 39 Batch 1008/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9442, Loss: 0.0252 Epoch 39 Batch 1009/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9489, Loss: 0.0164 Epoch 39 Batch 1010/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0178 Epoch 39 Batch 1011/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9510, Loss: 0.0197 Epoch 39 Batch 1012/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9464, Loss: 0.0173 Epoch 39 Batch 1013/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9496, Loss: 0.0141 Epoch 39 Batch 1014/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9432, Loss: 0.0223 Epoch 39 Batch 1015/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9428, Loss: 0.0297 Epoch 39 Batch 1016/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9535, Loss: 0.0242 Epoch 39 Batch 1017/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9588, Loss: 0.0207 Epoch 39 Batch 1018/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9549, Loss: 0.0283 Epoch 39 Batch 1019/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9549, Loss: 0.0334 Epoch 39 Batch 1020/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0191 Epoch 39 Batch 1021/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9521, Loss: 0.0178 Epoch 39 Batch 1022/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0204 Epoch 39 Batch 1023/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0220 Epoch 39 Batch 1024/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9585, Loss: 0.0287 Epoch 39 Batch 1025/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9588, Loss: 0.0212 Epoch 39 Batch 1026/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9595, Loss: 0.0230 Epoch 39 Batch 1027/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9588, Loss: 0.0196 Epoch 39 Batch 1028/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9624, Loss: 0.0228 Epoch 39 Batch 1029/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9577, Loss: 0.0201 Epoch 39 Batch 1030/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9602, Loss: 0.0179 Epoch 39 Batch 1031/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9613, Loss: 0.0261 Epoch 39 Batch 1032/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9560, Loss: 0.0244 Epoch 39 Batch 1033/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9510, Loss: 0.0224 Epoch 39 Batch 1034/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9503, Loss: 0.0218 Epoch 39 Batch 1035/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9563, Loss: 0.0155 Epoch 39 Batch 1036/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9517, Loss: 0.0248 Epoch 39 Batch 1037/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9489, Loss: 0.0216 Epoch 39 Batch 1038/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9538, Loss: 0.0327 Epoch 39 Batch 1039/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9453, Loss: 0.0204 Epoch 39 Batch 1040/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9453, Loss: 0.0202 Epoch 39 Batch 1041/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9453, Loss: 0.0303 Epoch 39 Batch 1042/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9389, Loss: 0.0223 Epoch 39 Batch 1043/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9368, Loss: 0.0285 Epoch 39 Batch 1044/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9411, Loss: 0.0235 Epoch 39 Batch 1045/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9389, Loss: 0.0225 Epoch 39 Batch 1046/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9393, Loss: 0.0142 Epoch 39 Batch 1047/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9400, Loss: 0.0181 Epoch 39 Batch 1048/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0255 Epoch 39 Batch 1049/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9364, Loss: 0.0223 Epoch 39 Batch 1050/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9368, Loss: 0.0163 Epoch 39 Batch 1051/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9457, Loss: 0.0260 Epoch 39 Batch 1052/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9453, Loss: 0.0179 Epoch 39 Batch 1053/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0241 Epoch 39 Batch 1054/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9446, Loss: 0.0220 Epoch 39 Batch 1055/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9631, Loss: 0.0270 Epoch 39 Batch 1056/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9684, Loss: 0.0186 Epoch 39 Batch 1057/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9680, Loss: 0.0182 Epoch 39 Batch 1058/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9592, Loss: 0.0211 Epoch 39 Batch 1059/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9592, Loss: 0.0232 Epoch 39 Batch 1060/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9510, Loss: 0.0170 Epoch 39 Batch 1061/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9510, Loss: 0.0310 Epoch 39 Batch 1062/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9556, Loss: 0.0244 Epoch 39 Batch 1063/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0237 Epoch 39 Batch 1064/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9620, Loss: 0.0218 Epoch 39 Batch 1065/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9524, Loss: 0.0224 Epoch 39 Batch 1066/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9528, Loss: 0.0165 Epoch 39 Batch 1067/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0232 Epoch 39 Batch 1068/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0157 Epoch 39 Batch 1069/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9585, Loss: 0.0160 Epoch 39 Batch 1070/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9563, Loss: 0.0187 Epoch 39 Batch 1071/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9560, Loss: 0.0228 Epoch 39 Batch 1072/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9602, Loss: 0.0222 Epoch 39 Batch 1073/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0235 Epoch 39 Batch 1074/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9517, Loss: 0.0303 Epoch 39 Batch 1075/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9460, Loss: 0.0253 Epoch 40 Batch 1/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9464, Loss: 0.0145 Epoch 40 Batch 2/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9531, Loss: 0.0228 Epoch 40 Batch 3/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9531, Loss: 0.0304 Epoch 40 Batch 4/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9531, Loss: 0.0188 Epoch 40 Batch 5/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9535, Loss: 0.0263 Epoch 40 Batch 6/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9588, Loss: 0.0163 Epoch 40 Batch 7/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9574, Loss: 0.0249 Epoch 40 Batch 8/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0170 Epoch 40 Batch 9/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9581, Loss: 0.0188 Epoch 40 Batch 10/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9549, Loss: 0.0185 Epoch 40 Batch 11/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9545, Loss: 0.0282 Epoch 40 Batch 12/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9545, Loss: 0.0165 Epoch 40 Batch 13/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9538, Loss: 0.0298 Epoch 40 Batch 14/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9542, Loss: 0.0168 Epoch 40 Batch 15/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9599, Loss: 0.0170 Epoch 40 Batch 16/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0218 Epoch 40 Batch 17/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9524, Loss: 0.0176 Epoch 40 Batch 18/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9478, Loss: 0.0182 Epoch 40 Batch 19/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9478, Loss: 0.0185 Epoch 40 Batch 20/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9531, Loss: 0.0189 Epoch 40 Batch 21/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9538, Loss: 0.0239 Epoch 40 Batch 22/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9489, Loss: 0.0225 Epoch 40 Batch 23/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9393, Loss: 0.0153 Epoch 40 Batch 24/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9453, Loss: 0.0262 Epoch 40 Batch 25/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9457, Loss: 0.0126 Epoch 40 Batch 26/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9499, Loss: 0.0281 Epoch 40 Batch 27/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9574, Loss: 0.0163 Epoch 40 Batch 28/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9592, Loss: 0.0220 Epoch 40 Batch 29/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9538, Loss: 0.0237 Epoch 40 Batch 30/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9599, Loss: 0.0184 Epoch 40 Batch 31/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9616, Loss: 0.0186 Epoch 40 Batch 32/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9663, Loss: 0.0171 Epoch 40 Batch 33/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9563, Loss: 0.0146 Epoch 40 Batch 34/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9563, Loss: 0.0282 Epoch 40 Batch 35/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9560, Loss: 0.0240 Epoch 40 Batch 36/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0176 Epoch 40 Batch 37/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9606, Loss: 0.0243 Epoch 40 Batch 38/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9528, Loss: 0.0273 Epoch 40 Batch 39/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9528, Loss: 0.0253 Epoch 40 Batch 40/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9524, Loss: 0.0194 Epoch 40 Batch 41/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9563, Loss: 0.0184 Epoch 40 Batch 42/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9471, Loss: 0.0283 Epoch 40 Batch 43/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9403, Loss: 0.0107 Epoch 40 Batch 44/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9386, Loss: 0.0146 Epoch 40 Batch 45/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9428, Loss: 0.0251 Epoch 40 Batch 46/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9499, Loss: 0.0289 Epoch 40 Batch 47/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9499, Loss: 0.0193 Epoch 40 Batch 48/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0252 Epoch 40 Batch 49/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9471, Loss: 0.0294 Epoch 40 Batch 50/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9347, Loss: 0.0181 Epoch 40 Batch 51/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9439, Loss: 0.0209 Epoch 40 Batch 52/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9442, Loss: 0.0278 Epoch 40 Batch 53/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9489, Loss: 0.0218 Epoch 40 Batch 54/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0378 Epoch 40 Batch 55/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9531, Loss: 0.0166 Epoch 40 Batch 56/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9510, Loss: 0.0177 Epoch 40 Batch 57/1077 - Train Accuracy: 0.9521, Validation Accuracy: 0.9471, Loss: 0.0247 Epoch 40 Batch 58/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9428, Loss: 0.0205 Epoch 40 Batch 59/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9432, Loss: 0.0247 Epoch 40 Batch 60/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9435, Loss: 0.0132 Epoch 40 Batch 61/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9389, Loss: 0.0215 Epoch 40 Batch 62/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9457, Loss: 0.0256 Epoch 40 Batch 63/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9418, Loss: 0.0168 Epoch 40 Batch 64/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9464, Loss: 0.0195 Epoch 40 Batch 65/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9464, Loss: 0.0190 Epoch 40 Batch 66/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9510, Loss: 0.0118 Epoch 40 Batch 67/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9400, Loss: 0.0208 Epoch 40 Batch 68/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0254 Epoch 40 Batch 69/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9435, Loss: 0.0315 Epoch 40 Batch 70/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9531, Loss: 0.0268 Epoch 40 Batch 71/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9581, Loss: 0.0169 Epoch 40 Batch 72/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0214 Epoch 40 Batch 73/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9428, Loss: 0.0202 Epoch 40 Batch 74/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9478, Loss: 0.0212 Epoch 40 Batch 75/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9396, Loss: 0.0302 Epoch 40 Batch 76/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9347, Loss: 0.0141 Epoch 40 Batch 77/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9343, Loss: 0.0215 Epoch 40 Batch 78/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9339, Loss: 0.0221 Epoch 40 Batch 79/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9371, Loss: 0.0202 Epoch 40 Batch 80/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9453, Loss: 0.0207 Epoch 40 Batch 81/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9457, Loss: 0.0206 Epoch 40 Batch 82/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9542, Loss: 0.0242 Epoch 40 Batch 83/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9663, Loss: 0.0189 Epoch 40 Batch 84/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9666, Loss: 0.0210 Epoch 40 Batch 85/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9663, Loss: 0.0213 Epoch 40 Batch 86/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0217 Epoch 40 Batch 87/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9666, Loss: 0.0262 Epoch 40 Batch 88/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9563, Loss: 0.0255 Epoch 40 Batch 89/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0224 Epoch 40 Batch 90/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9585, Loss: 0.0177 Epoch 40 Batch 91/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9517, Loss: 0.0185 Epoch 40 Batch 92/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9407, Loss: 0.0237 Epoch 40 Batch 93/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9407, Loss: 0.0190 Epoch 40 Batch 94/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9453, Loss: 0.0165 Epoch 40 Batch 95/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9503, Loss: 0.0204 Epoch 40 Batch 96/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9471, Loss: 0.0210 Epoch 40 Batch 97/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0216 Epoch 40 Batch 98/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0240 Epoch 40 Batch 99/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9478, Loss: 0.0184 Epoch 40 Batch 100/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9581, Loss: 0.0198 Epoch 40 Batch 101/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9581, Loss: 0.0213 Epoch 40 Batch 102/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9641, Loss: 0.0163 Epoch 40 Batch 103/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0235 Epoch 40 Batch 104/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9577, Loss: 0.0202 Epoch 40 Batch 105/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9599, Loss: 0.0181 Epoch 40 Batch 106/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9545, Loss: 0.0216 Epoch 40 Batch 107/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9496, Loss: 0.0247 Epoch 40 Batch 108/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9641, Loss: 0.0279 Epoch 40 Batch 109/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0210 Epoch 40 Batch 110/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9624, Loss: 0.0163 Epoch 40 Batch 111/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9574, Loss: 0.0195 Epoch 40 Batch 112/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9616, Loss: 0.0170 Epoch 40 Batch 113/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9574, Loss: 0.0286 Epoch 40 Batch 114/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9549, Loss: 0.0161 Epoch 40 Batch 115/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9592, Loss: 0.0220 Epoch 40 Batch 116/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9595, Loss: 0.0311 Epoch 40 Batch 117/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9531, Loss: 0.0231 Epoch 40 Batch 118/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9588, Loss: 0.0226 Epoch 40 Batch 119/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9588, Loss: 0.0165 Epoch 40 Batch 120/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9588, Loss: 0.0211 Epoch 40 Batch 121/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9517, Loss: 0.0226 Epoch 40 Batch 122/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0196 Epoch 40 Batch 123/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9542, Loss: 0.0152 Epoch 40 Batch 124/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9542, Loss: 0.0212 Epoch 40 Batch 125/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9542, Loss: 0.0318 Epoch 40 Batch 126/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9503, Loss: 0.0241 Epoch 40 Batch 127/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9478, Loss: 0.0199 Epoch 40 Batch 128/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9471, Loss: 0.0223 Epoch 40 Batch 129/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0272 Epoch 40 Batch 130/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9574, Loss: 0.0187 Epoch 40 Batch 131/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9474, Loss: 0.0206 Epoch 40 Batch 132/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9478, Loss: 0.0176 Epoch 40 Batch 133/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9528, Loss: 0.0151 Epoch 40 Batch 134/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9528, Loss: 0.0200 Epoch 40 Batch 135/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9528, Loss: 0.0208 Epoch 40 Batch 136/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9506, Loss: 0.0182 Epoch 40 Batch 137/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9517, Loss: 0.0209 Epoch 40 Batch 138/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9442, Loss: 0.0227 Epoch 40 Batch 139/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9435, Loss: 0.0205 Epoch 40 Batch 140/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9414, Loss: 0.0166 Epoch 40 Batch 141/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0213 Epoch 40 Batch 142/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9499, Loss: 0.0208 Epoch 40 Batch 143/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9496, Loss: 0.0208 Epoch 40 Batch 144/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9535, Loss: 0.0296 Epoch 40 Batch 145/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9535, Loss: 0.0178 Epoch 40 Batch 146/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9535, Loss: 0.0630 Epoch 40 Batch 147/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0161 Epoch 40 Batch 148/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9613, Loss: 0.0258 Epoch 40 Batch 149/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9616, Loss: 0.0160 Epoch 40 Batch 150/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9542, Loss: 0.0211 Epoch 40 Batch 151/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9542, Loss: 0.0174 Epoch 40 Batch 152/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9542, Loss: 0.0258 Epoch 40 Batch 153/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0320 Epoch 40 Batch 154/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9595, Loss: 0.0210 Epoch 40 Batch 155/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9570, Loss: 0.0183 Epoch 40 Batch 156/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9620, Loss: 0.0134 Epoch 40 Batch 157/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9616, Loss: 0.0180 Epoch 40 Batch 158/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9616, Loss: 0.0239 Epoch 40 Batch 159/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9616, Loss: 0.0203 Epoch 40 Batch 160/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9616, Loss: 0.0200 Epoch 40 Batch 161/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9616, Loss: 0.0137 Epoch 40 Batch 162/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0190 Epoch 40 Batch 163/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9616, Loss: 0.0302 Epoch 40 Batch 164/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9574, Loss: 0.0188 Epoch 40 Batch 165/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9620, Loss: 0.0305 Epoch 40 Batch 166/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9574, Loss: 0.0233 Epoch 40 Batch 167/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9574, Loss: 0.0179 Epoch 40 Batch 168/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9577, Loss: 0.0293 Epoch 40 Batch 169/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9521, Loss: 0.0205 Epoch 40 Batch 170/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9521, Loss: 0.0236 Epoch 40 Batch 171/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9567, Loss: 0.0224 Epoch 40 Batch 172/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9595, Loss: 0.0191 Epoch 40 Batch 173/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9652, Loss: 0.0277 Epoch 40 Batch 174/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9602, Loss: 0.0141 Epoch 40 Batch 175/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9645, Loss: 0.0273 Epoch 40 Batch 176/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9599, Loss: 0.0207 Epoch 40 Batch 177/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9563, Loss: 0.0228 Epoch 40 Batch 178/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9542, Loss: 0.0184 Epoch 40 Batch 179/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9588, Loss: 0.0278 Epoch 40 Batch 180/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9585, Loss: 0.0198 Epoch 40 Batch 181/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0235 Epoch 40 Batch 182/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9652, Loss: 0.0296 Epoch 40 Batch 183/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9599, Loss: 0.0212 Epoch 40 Batch 184/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9599, Loss: 0.0266 Epoch 40 Batch 185/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9592, Loss: 0.0219 Epoch 40 Batch 186/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9574, Loss: 0.0260 Epoch 40 Batch 187/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9574, Loss: 0.0199 Epoch 40 Batch 188/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9510, Loss: 0.0241 Epoch 40 Batch 189/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9510, Loss: 0.0230 Epoch 40 Batch 190/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9482, Loss: 0.0210 Epoch 40 Batch 191/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9482, Loss: 0.0166 Epoch 40 Batch 192/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9482, Loss: 0.0229 Epoch 40 Batch 193/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9549, Loss: 0.0195 Epoch 40 Batch 194/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0170 Epoch 40 Batch 195/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9574, Loss: 0.0195 Epoch 40 Batch 196/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9577, Loss: 0.0145 Epoch 40 Batch 197/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9602, Loss: 0.0252 Epoch 40 Batch 198/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0243 Epoch 40 Batch 199/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9563, Loss: 0.0204 Epoch 40 Batch 200/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0217 Epoch 40 Batch 201/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9648, Loss: 0.0184 Epoch 40 Batch 202/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9648, Loss: 0.0194 Epoch 40 Batch 203/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9595, Loss: 0.0247 Epoch 40 Batch 204/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9549, Loss: 0.0374 Epoch 40 Batch 205/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9549, Loss: 0.0268 Epoch 40 Batch 206/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0172 Epoch 40 Batch 207/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0199 Epoch 40 Batch 208/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9595, Loss: 0.0209 Epoch 40 Batch 209/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9538, Loss: 0.0173 Epoch 40 Batch 210/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9538, Loss: 0.0200 Epoch 40 Batch 211/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9542, Loss: 0.0200 Epoch 40 Batch 212/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9545, Loss: 0.0189 Epoch 40 Batch 213/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0200 Epoch 40 Batch 214/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9595, Loss: 0.0173 Epoch 40 Batch 215/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0236 Epoch 40 Batch 216/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0188 Epoch 40 Batch 217/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9471, Loss: 0.0146 Epoch 40 Batch 218/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9467, Loss: 0.0223 Epoch 40 Batch 219/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9474, Loss: 0.0165 Epoch 40 Batch 220/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9521, Loss: 0.0220 Epoch 40 Batch 221/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9528, Loss: 0.0225 Epoch 40 Batch 222/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9528, Loss: 0.0196 Epoch 40 Batch 223/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9528, Loss: 0.0201 Epoch 40 Batch 224/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0229 Epoch 40 Batch 225/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0295 Epoch 40 Batch 226/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0210 Epoch 40 Batch 227/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9513, Loss: 0.0240 Epoch 40 Batch 228/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0185 Epoch 40 Batch 229/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0196 Epoch 40 Batch 230/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9492, Loss: 0.0203 Epoch 40 Batch 231/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9489, Loss: 0.0239 Epoch 40 Batch 232/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9574, Loss: 0.0165 Epoch 40 Batch 233/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9574, Loss: 0.0279 Epoch 40 Batch 234/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9570, Loss: 0.0192 Epoch 40 Batch 235/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9570, Loss: 0.0232 Epoch 40 Batch 236/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0210 Epoch 40 Batch 237/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9528, Loss: 0.0175 Epoch 40 Batch 238/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9528, Loss: 0.0191 Epoch 40 Batch 239/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0145 Epoch 40 Batch 240/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9485, Loss: 0.0147 Epoch 40 Batch 241/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9485, Loss: 0.0164 Epoch 40 Batch 242/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0190 Epoch 40 Batch 243/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0251 Epoch 40 Batch 244/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9528, Loss: 0.0208 Epoch 40 Batch 245/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0162 Epoch 40 Batch 246/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9528, Loss: 0.0240 Epoch 40 Batch 247/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9528, Loss: 0.0187 Epoch 40 Batch 248/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9556, Loss: 0.0230 Epoch 40 Batch 249/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0165 Epoch 40 Batch 250/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9563, Loss: 0.0211 Epoch 40 Batch 251/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9570, Loss: 0.0260 Epoch 40 Batch 252/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9691, Loss: 0.0229 Epoch 40 Batch 253/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9734, Loss: 0.0234 Epoch 40 Batch 254/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9734, Loss: 0.0240 Epoch 40 Batch 255/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9737, Loss: 0.0231 Epoch 40 Batch 256/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9780, Loss: 0.0379 Epoch 40 Batch 257/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9730, Loss: 0.0191 Epoch 40 Batch 258/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9680, Loss: 0.0193 Epoch 40 Batch 259/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9677, Loss: 0.0177 Epoch 40 Batch 260/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9631, Loss: 0.0175 Epoch 40 Batch 261/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9631, Loss: 0.0212 Epoch 40 Batch 262/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9684, Loss: 0.0197 Epoch 40 Batch 263/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9663, Loss: 0.0179 Epoch 40 Batch 264/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9659, Loss: 0.0192 Epoch 40 Batch 265/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0180 Epoch 40 Batch 266/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9567, Loss: 0.0238 Epoch 40 Batch 267/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9609, Loss: 0.0159 Epoch 40 Batch 268/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9599, Loss: 0.0276 Epoch 40 Batch 269/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9553, Loss: 0.0261 Epoch 40 Batch 270/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9503, Loss: 0.0272 Epoch 40 Batch 271/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9570, Loss: 0.0209 Epoch 40 Batch 272/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9581, Loss: 0.0458 Epoch 40 Batch 273/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9602, Loss: 0.0192 Epoch 40 Batch 274/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9556, Loss: 0.0238 Epoch 40 Batch 275/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9418, Loss: 0.0203 Epoch 40 Batch 276/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0344 Epoch 40 Batch 277/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9439, Loss: 0.0153 Epoch 40 Batch 278/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9485, Loss: 0.0255 Epoch 40 Batch 279/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9489, Loss: 0.0248 Epoch 40 Batch 280/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9535, Loss: 0.0256 Epoch 40 Batch 281/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9513, Loss: 0.0234 Epoch 40 Batch 282/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9510, Loss: 0.0238 Epoch 40 Batch 283/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0228 Epoch 40 Batch 284/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0232 Epoch 40 Batch 285/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9453, Loss: 0.0213 Epoch 40 Batch 286/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0190 Epoch 40 Batch 287/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9528, Loss: 0.0243 Epoch 40 Batch 288/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0271 Epoch 40 Batch 289/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9428, Loss: 0.0218 Epoch 40 Batch 290/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9432, Loss: 0.0352 Epoch 40 Batch 291/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9531, Loss: 0.0317 Epoch 40 Batch 292/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9528, Loss: 0.0184 Epoch 40 Batch 293/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9418, Loss: 0.0200 Epoch 40 Batch 294/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9467, Loss: 0.0242 Epoch 40 Batch 295/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9485, Loss: 0.0198 Epoch 40 Batch 296/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9485, Loss: 0.0177 Epoch 40 Batch 297/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9485, Loss: 0.0241 Epoch 40 Batch 298/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0247 Epoch 40 Batch 299/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0224 Epoch 40 Batch 300/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9510, Loss: 0.0210 Epoch 40 Batch 301/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9563, Loss: 0.0199 Epoch 40 Batch 302/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9634, Loss: 0.0194 Epoch 40 Batch 303/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0250 Epoch 40 Batch 304/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9485, Loss: 0.0212 Epoch 40 Batch 305/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9531, Loss: 0.0214 Epoch 40 Batch 306/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9673, Loss: 0.0391 Epoch 40 Batch 307/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9567, Loss: 0.0236 Epoch 40 Batch 308/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9570, Loss: 0.0236 Epoch 40 Batch 309/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9624, Loss: 0.0168 Epoch 40 Batch 310/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9627, Loss: 0.0208 Epoch 40 Batch 311/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9574, Loss: 0.0168 Epoch 40 Batch 312/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9574, Loss: 0.0256 Epoch 40 Batch 313/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9595, Loss: 0.0180 Epoch 40 Batch 314/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0293 Epoch 40 Batch 315/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9538, Loss: 0.0173 Epoch 40 Batch 316/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9531, Loss: 0.0237 Epoch 40 Batch 317/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9535, Loss: 0.0201 Epoch 40 Batch 318/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9535, Loss: 0.0171 Epoch 40 Batch 319/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9574, Loss: 0.0260 Epoch 40 Batch 320/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9471, Loss: 0.0298 Epoch 40 Batch 321/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9492, Loss: 0.0181 Epoch 40 Batch 322/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9581, Loss: 0.0203 Epoch 40 Batch 323/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9563, Loss: 0.0227 Epoch 40 Batch 324/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9510, Loss: 0.0230 Epoch 40 Batch 325/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9553, Loss: 0.0223 Epoch 40 Batch 326/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9482, Loss: 0.0186 Epoch 40 Batch 327/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9439, Loss: 0.0271 Epoch 40 Batch 328/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9439, Loss: 0.0265 Epoch 40 Batch 329/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9439, Loss: 0.0239 Epoch 40 Batch 330/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9439, Loss: 0.0184 Epoch 40 Batch 331/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9492, Loss: 0.0230 Epoch 40 Batch 332/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9496, Loss: 0.0155 Epoch 40 Batch 333/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9524, Loss: 0.0167 Epoch 40 Batch 334/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9524, Loss: 0.0186 Epoch 40 Batch 335/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9567, Loss: 0.0224 Epoch 40 Batch 336/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9613, Loss: 0.0588 Epoch 40 Batch 337/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0210 Epoch 40 Batch 338/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9556, Loss: 0.0335 Epoch 40 Batch 339/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9556, Loss: 0.0159 Epoch 40 Batch 340/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9556, Loss: 0.0271 Epoch 40 Batch 341/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9556, Loss: 0.0314 Epoch 40 Batch 342/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9556, Loss: 0.0176 Epoch 40 Batch 343/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9453, Loss: 0.0301 Epoch 40 Batch 344/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9382, Loss: 0.0259 Epoch 40 Batch 345/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9354, Loss: 0.0200 Epoch 40 Batch 346/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9400, Loss: 0.0212 Epoch 40 Batch 347/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9432, Loss: 0.0177 Epoch 40 Batch 348/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0217 Epoch 40 Batch 349/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9492, Loss: 0.0183 Epoch 40 Batch 350/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9446, Loss: 0.0196 Epoch 40 Batch 351/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9400, Loss: 0.0206 Epoch 40 Batch 352/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9403, Loss: 0.0169 Epoch 40 Batch 353/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9403, Loss: 0.0237 Epoch 40 Batch 354/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9403, Loss: 0.0258 Epoch 40 Batch 355/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9407, Loss: 0.0244 Epoch 40 Batch 356/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9400, Loss: 0.0199 Epoch 40 Batch 357/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9450, Loss: 0.0238 Epoch 40 Batch 358/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9464, Loss: 0.0257 Epoch 40 Batch 359/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9414, Loss: 0.0228 Epoch 40 Batch 360/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9418, Loss: 0.0163 Epoch 40 Batch 361/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9467, Loss: 0.0157 Epoch 40 Batch 362/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9464, Loss: 0.0268 Epoch 40 Batch 363/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9464, Loss: 0.0201 Epoch 40 Batch 364/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9457, Loss: 0.0304 Epoch 40 Batch 365/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9403, Loss: 0.0147 Epoch 40 Batch 366/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9446, Loss: 0.0143 Epoch 40 Batch 367/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9446, Loss: 0.0122 Epoch 40 Batch 368/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9446, Loss: 0.0174 Epoch 40 Batch 369/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0195 Epoch 40 Batch 370/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9464, Loss: 0.0234 Epoch 40 Batch 371/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9510, Loss: 0.0136 Epoch 40 Batch 372/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0168 Epoch 40 Batch 373/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0149 Epoch 40 Batch 374/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9485, Loss: 0.0240 Epoch 40 Batch 375/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9485, Loss: 0.0170 Epoch 40 Batch 376/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9556, Loss: 0.0252 Epoch 40 Batch 377/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9560, Loss: 0.0216 Epoch 40 Batch 378/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0164 Epoch 40 Batch 379/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0301 Epoch 40 Batch 380/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9521, Loss: 0.0140 Epoch 40 Batch 381/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0248 Epoch 40 Batch 382/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9521, Loss: 0.0299 Epoch 40 Batch 383/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9521, Loss: 0.0241 Epoch 40 Batch 384/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9521, Loss: 0.0160 Epoch 40 Batch 385/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0173 Epoch 40 Batch 386/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9517, Loss: 0.0187 Epoch 40 Batch 387/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9513, Loss: 0.0211 Epoch 40 Batch 388/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9460, Loss: 0.0344 Epoch 40 Batch 389/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9506, Loss: 0.0202 Epoch 40 Batch 390/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9553, Loss: 0.0297 Epoch 40 Batch 391/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9606, Loss: 0.0216 Epoch 40 Batch 392/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9556, Loss: 0.0313 Epoch 40 Batch 393/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9542, Loss: 0.0184 Epoch 40 Batch 394/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9489, Loss: 0.0231 Epoch 40 Batch 395/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9478, Loss: 0.0183 Epoch 40 Batch 396/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9478, Loss: 0.0233 Epoch 40 Batch 397/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9517, Loss: 0.0234 Epoch 40 Batch 398/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9513, Loss: 0.0196 Epoch 40 Batch 399/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9460, Loss: 0.0217 Epoch 40 Batch 400/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0201 Epoch 40 Batch 401/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9553, Loss: 0.0195 Epoch 40 Batch 402/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0157 Epoch 40 Batch 403/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9553, Loss: 0.0335 Epoch 40 Batch 404/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9556, Loss: 0.0256 Epoch 40 Batch 405/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9513, Loss: 0.0250 Epoch 40 Batch 406/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9513, Loss: 0.0212 Epoch 40 Batch 407/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9513, Loss: 0.0204 Epoch 40 Batch 408/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9513, Loss: 0.0232 Epoch 40 Batch 409/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0243 Epoch 40 Batch 410/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9517, Loss: 0.0353 Epoch 40 Batch 411/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9517, Loss: 0.0224 Epoch 40 Batch 412/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9521, Loss: 0.0203 Epoch 40 Batch 413/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9581, Loss: 0.0185 Epoch 40 Batch 414/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0171 Epoch 40 Batch 415/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9549, Loss: 0.0259 Epoch 40 Batch 416/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0208 Epoch 40 Batch 417/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0338 Epoch 40 Batch 418/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0180 Epoch 40 Batch 419/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0202 Epoch 40 Batch 420/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9545, Loss: 0.0169 Epoch 40 Batch 421/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9549, Loss: 0.0301 Epoch 40 Batch 422/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0168 Epoch 40 Batch 423/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9602, Loss: 0.0243 Epoch 40 Batch 424/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9645, Loss: 0.0192 Epoch 40 Batch 425/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9641, Loss: 0.0154 Epoch 40 Batch 426/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9602, Loss: 0.0239 Epoch 40 Batch 427/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9549, Loss: 0.0185 Epoch 40 Batch 428/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9467, Loss: 0.0179 Epoch 40 Batch 429/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9375, Loss: 0.0163 Epoch 40 Batch 430/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9371, Loss: 0.0198 Epoch 40 Batch 431/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9432, Loss: 0.0175 Epoch 40 Batch 432/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9460, Loss: 0.0224 Epoch 40 Batch 433/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9460, Loss: 0.0235 Epoch 40 Batch 434/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9464, Loss: 0.0183 Epoch 40 Batch 435/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9464, Loss: 0.0257 Epoch 40 Batch 436/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9464, Loss: 0.0239 Epoch 40 Batch 437/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9414, Loss: 0.0160 Epoch 40 Batch 438/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9393, Loss: 0.0173 Epoch 40 Batch 439/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9339, Loss: 0.0256 Epoch 40 Batch 440/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9339, Loss: 0.0225 Epoch 40 Batch 441/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9389, Loss: 0.0208 Epoch 40 Batch 442/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9389, Loss: 0.0292 Epoch 40 Batch 443/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9389, Loss: 0.0214 Epoch 40 Batch 444/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9329, Loss: 0.0252 Epoch 40 Batch 445/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9329, Loss: 0.0205 Epoch 40 Batch 446/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9379, Loss: 0.0164 Epoch 40 Batch 447/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9428, Loss: 0.0194 Epoch 40 Batch 448/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9482, Loss: 0.0238 Epoch 40 Batch 449/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9414, Loss: 0.0303 Epoch 40 Batch 450/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9418, Loss: 0.0277 Epoch 40 Batch 451/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9467, Loss: 0.0167 Epoch 40 Batch 452/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9489, Loss: 0.0196 Epoch 40 Batch 453/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9439, Loss: 0.0227 Epoch 40 Batch 454/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9435, Loss: 0.0334 Epoch 40 Batch 455/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9435, Loss: 0.0217 Epoch 40 Batch 456/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9467, Loss: 0.0263 Epoch 40 Batch 457/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9467, Loss: 0.0157 Epoch 40 Batch 458/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0270 Epoch 40 Batch 459/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9471, Loss: 0.0206 Epoch 40 Batch 460/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9474, Loss: 0.0240 Epoch 40 Batch 461/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9428, Loss: 0.0189 Epoch 40 Batch 462/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9428, Loss: 0.0214 Epoch 40 Batch 463/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0208 Epoch 40 Batch 464/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0238 Epoch 40 Batch 465/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9521, Loss: 0.0315 Epoch 40 Batch 466/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9467, Loss: 0.0205 Epoch 40 Batch 467/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9425, Loss: 0.0227 Epoch 40 Batch 468/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9442, Loss: 0.0194 Epoch 40 Batch 469/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9439, Loss: 0.0140 Epoch 40 Batch 470/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9446, Loss: 0.0237 Epoch 40 Batch 471/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9513, Loss: 0.0162 Epoch 40 Batch 472/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9513, Loss: 0.0199 Epoch 40 Batch 473/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9428, Loss: 0.0194 Epoch 40 Batch 474/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9485, Loss: 0.0177 Epoch 40 Batch 475/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9482, Loss: 0.0194 Epoch 40 Batch 476/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9482, Loss: 0.0160 Epoch 40 Batch 477/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9482, Loss: 0.0241 Epoch 40 Batch 478/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9482, Loss: 0.0249 Epoch 40 Batch 479/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9531, Loss: 0.0271 Epoch 40 Batch 480/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9574, Loss: 0.0179 Epoch 40 Batch 481/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9553, Loss: 0.0223 Epoch 40 Batch 482/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9549, Loss: 0.0240 Epoch 40 Batch 483/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9492, Loss: 0.0317 Epoch 40 Batch 484/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9524, Loss: 0.0242 Epoch 40 Batch 485/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9545, Loss: 0.0266 Epoch 40 Batch 486/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9542, Loss: 0.0193 Epoch 40 Batch 487/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9553, Loss: 0.0178 Epoch 40 Batch 488/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9553, Loss: 0.0188 Epoch 40 Batch 489/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9503, Loss: 0.0192 Epoch 40 Batch 490/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9499, Loss: 0.0227 Epoch 40 Batch 491/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9556, Loss: 0.0281 Epoch 40 Batch 492/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9528, Loss: 0.0236 Epoch 40 Batch 493/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9432, Loss: 0.0174 Epoch 40 Batch 494/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9407, Loss: 0.0154 Epoch 40 Batch 495/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9496, Loss: 0.0221 Epoch 40 Batch 496/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0204 Epoch 40 Batch 497/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9453, Loss: 0.0236 Epoch 40 Batch 498/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9503, Loss: 0.0283 Epoch 40 Batch 499/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9499, Loss: 0.0218 Epoch 40 Batch 500/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9499, Loss: 0.0168 Epoch 40 Batch 501/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9499, Loss: 0.0190 Epoch 40 Batch 502/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9613, Loss: 0.0278 Epoch 40 Batch 503/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9567, Loss: 0.0177 Epoch 40 Batch 504/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9567, Loss: 0.0199 Epoch 40 Batch 505/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0142 Epoch 40 Batch 506/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0280 Epoch 40 Batch 507/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9570, Loss: 0.0254 Epoch 40 Batch 508/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9517, Loss: 0.0165 Epoch 40 Batch 509/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9503, Loss: 0.0254 Epoch 40 Batch 510/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9506, Loss: 0.0195 Epoch 40 Batch 511/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9489, Loss: 0.0202 Epoch 40 Batch 512/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9503, Loss: 0.0161 Epoch 40 Batch 513/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9464, Loss: 0.0233 Epoch 40 Batch 514/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9513, Loss: 0.0205 Epoch 40 Batch 515/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0195 Epoch 40 Batch 516/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9482, Loss: 0.0231 Epoch 40 Batch 517/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9478, Loss: 0.0233 Epoch 40 Batch 518/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9478, Loss: 0.0191 Epoch 40 Batch 519/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9485, Loss: 0.0224 Epoch 40 Batch 520/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9585, Loss: 0.0159 Epoch 40 Batch 521/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9588, Loss: 0.0212 Epoch 40 Batch 522/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9545, Loss: 0.0255 Epoch 40 Batch 523/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9545, Loss: 0.0226 Epoch 40 Batch 524/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9545, Loss: 0.0221 Epoch 40 Batch 525/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9585, Loss: 0.0183 Epoch 40 Batch 526/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0200 Epoch 40 Batch 527/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9524, Loss: 0.0220 Epoch 40 Batch 528/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0201 Epoch 40 Batch 529/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0203 Epoch 40 Batch 530/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9496, Loss: 0.0246 Epoch 40 Batch 531/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9499, Loss: 0.0221 Epoch 40 Batch 532/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9503, Loss: 0.0325 Epoch 40 Batch 533/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9503, Loss: 0.0188 Epoch 40 Batch 534/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9553, Loss: 0.0292 Epoch 40 Batch 535/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9627, Loss: 0.0212 Epoch 40 Batch 536/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9627, Loss: 0.0251 Epoch 40 Batch 537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0175 Epoch 40 Batch 538/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9634, Loss: 0.0186 Epoch 40 Batch 539/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9634, Loss: 0.0267 Epoch 40 Batch 540/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9631, Loss: 0.0132 Epoch 40 Batch 541/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0204 Epoch 40 Batch 542/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9563, Loss: 0.0218 Epoch 40 Batch 543/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0168 Epoch 40 Batch 544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9567, Loss: 0.0136 Epoch 40 Batch 545/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9567, Loss: 0.0187 Epoch 40 Batch 546/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9535, Loss: 0.0246 Epoch 40 Batch 547/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9485, Loss: 0.0172 Epoch 40 Batch 548/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9411, Loss: 0.0225 Epoch 40 Batch 549/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9414, Loss: 0.0241 Epoch 40 Batch 550/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9389, Loss: 0.0202 Epoch 40 Batch 551/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9453, Loss: 0.0254 Epoch 40 Batch 552/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9460, Loss: 0.0258 Epoch 40 Batch 553/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9464, Loss: 0.0320 Epoch 40 Batch 554/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0193 Epoch 40 Batch 555/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0217 Epoch 40 Batch 556/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9513, Loss: 0.0163 Epoch 40 Batch 557/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0200 Epoch 40 Batch 558/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9492, Loss: 0.0155 Epoch 40 Batch 559/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9492, Loss: 0.0225 Epoch 40 Batch 560/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9489, Loss: 0.0225 Epoch 40 Batch 561/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9517, Loss: 0.0198 Epoch 40 Batch 562/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0194 Epoch 40 Batch 563/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9517, Loss: 0.0221 Epoch 40 Batch 564/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9517, Loss: 0.0279 Epoch 40 Batch 565/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0295 Epoch 40 Batch 566/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9521, Loss: 0.0244 Epoch 40 Batch 567/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9545, Loss: 0.0191 Epoch 40 Batch 568/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0186 Epoch 40 Batch 569/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9542, Loss: 0.0262 Epoch 40 Batch 570/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9563, Loss: 0.0298 Epoch 40 Batch 571/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9567, Loss: 0.0179 Epoch 40 Batch 572/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0222 Epoch 40 Batch 573/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9574, Loss: 0.0349 Epoch 40 Batch 574/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9620, Loss: 0.0243 Epoch 40 Batch 575/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0171 Epoch 40 Batch 576/1077 - Train Accuracy: 0.9959, Validation Accuracy: 0.9595, Loss: 0.0189 Epoch 40 Batch 577/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9545, Loss: 0.0220 Epoch 40 Batch 578/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0188 Epoch 40 Batch 579/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9620, Loss: 0.0201 Epoch 40 Batch 580/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0157 Epoch 40 Batch 581/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9570, Loss: 0.0145 Epoch 40 Batch 582/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9570, Loss: 0.0185 Epoch 40 Batch 583/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9613, Loss: 0.0243 Epoch 40 Batch 584/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9673, Loss: 0.0232 Epoch 40 Batch 585/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9695, Loss: 0.0148 Epoch 40 Batch 586/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9695, Loss: 0.0164 Epoch 40 Batch 587/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9695, Loss: 0.0222 Epoch 40 Batch 588/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9574, Loss: 0.0181 Epoch 40 Batch 589/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9574, Loss: 0.0188 Epoch 40 Batch 590/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9585, Loss: 0.0200 Epoch 40 Batch 591/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0203 Epoch 40 Batch 592/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9577, Loss: 0.0207 Epoch 40 Batch 593/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9577, Loss: 0.0360 Epoch 40 Batch 594/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9581, Loss: 0.0320 Epoch 40 Batch 595/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9585, Loss: 0.0221 Epoch 40 Batch 596/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0212 Epoch 40 Batch 597/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9556, Loss: 0.0184 Epoch 40 Batch 598/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9556, Loss: 0.0195 Epoch 40 Batch 599/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9503, Loss: 0.0381 Epoch 40 Batch 600/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9496, Loss: 0.0259 Epoch 40 Batch 601/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9499, Loss: 0.0250 Epoch 40 Batch 602/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0248 Epoch 40 Batch 603/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9510, Loss: 0.0234 Epoch 40 Batch 604/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9531, Loss: 0.0351 Epoch 40 Batch 605/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9585, Loss: 0.0299 Epoch 40 Batch 606/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0185 Epoch 40 Batch 607/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0295 Epoch 40 Batch 608/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0283 Epoch 40 Batch 609/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9506, Loss: 0.0257 Epoch 40 Batch 610/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9553, Loss: 0.0239 Epoch 40 Batch 611/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9553, Loss: 0.0201 Epoch 40 Batch 612/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9545, Loss: 0.0160 Epoch 40 Batch 613/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9545, Loss: 0.0224 Epoch 40 Batch 614/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9482, Loss: 0.0199 Epoch 40 Batch 615/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0166 Epoch 40 Batch 616/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9524, Loss: 0.0206 Epoch 40 Batch 617/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9524, Loss: 0.0208 Epoch 40 Batch 618/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9524, Loss: 0.0227 Epoch 40 Batch 619/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9574, Loss: 0.0162 Epoch 40 Batch 620/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9553, Loss: 0.0154 Epoch 40 Batch 621/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9528, Loss: 0.0277 Epoch 40 Batch 622/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0296 Epoch 40 Batch 623/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9521, Loss: 0.0307 Epoch 40 Batch 624/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9492, Loss: 0.0225 Epoch 40 Batch 625/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0219 Epoch 40 Batch 626/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0250 Epoch 40 Batch 627/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9613, Loss: 0.0220 Epoch 40 Batch 628/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9613, Loss: 0.0218 Epoch 40 Batch 629/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9553, Loss: 0.0212 Epoch 40 Batch 630/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0213 Epoch 40 Batch 631/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0247 Epoch 40 Batch 632/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9545, Loss: 0.0167 Epoch 40 Batch 633/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0190 Epoch 40 Batch 634/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0155 Epoch 40 Batch 635/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9567, Loss: 0.0255 Epoch 40 Batch 636/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9599, Loss: 0.0181 Epoch 40 Batch 637/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9620, Loss: 0.0220 Epoch 40 Batch 638/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9620, Loss: 0.0196 Epoch 40 Batch 639/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0240 Epoch 40 Batch 640/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9577, Loss: 0.0185 Epoch 40 Batch 641/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9620, Loss: 0.0265 Epoch 40 Batch 642/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9620, Loss: 0.0200 Epoch 40 Batch 643/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9620, Loss: 0.0151 Epoch 40 Batch 644/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9624, Loss: 0.0175 Epoch 40 Batch 645/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9599, Loss: 0.0250 Epoch 40 Batch 646/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9599, Loss: 0.0202 Epoch 40 Batch 647/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0249 Epoch 40 Batch 648/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9581, Loss: 0.0167 Epoch 40 Batch 649/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9634, Loss: 0.0189 Epoch 40 Batch 650/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0216 Epoch 40 Batch 651/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9673, Loss: 0.0170 Epoch 40 Batch 652/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9670, Loss: 0.0210 Epoch 40 Batch 653/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9670, Loss: 0.0252 Epoch 40 Batch 654/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9585, Loss: 0.0236 Epoch 40 Batch 655/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9581, Loss: 0.0316 Epoch 40 Batch 656/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9581, Loss: 0.0204 Epoch 40 Batch 657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9478, Loss: 0.0251 Epoch 40 Batch 658/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9478, Loss: 0.0135 Epoch 40 Batch 659/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9403, Loss: 0.0179 Epoch 40 Batch 660/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9428, Loss: 0.0178 Epoch 40 Batch 661/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9432, Loss: 0.0220 Epoch 40 Batch 662/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9485, Loss: 0.0210 Epoch 40 Batch 663/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9439, Loss: 0.0176 Epoch 40 Batch 664/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9577, Loss: 0.0204 Epoch 40 Batch 665/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9492, Loss: 0.0147 Epoch 40 Batch 666/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9435, Loss: 0.0218 Epoch 40 Batch 667/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9435, Loss: 0.0232 Epoch 40 Batch 668/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9432, Loss: 0.0203 Epoch 40 Batch 669/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9442, Loss: 0.0167 Epoch 40 Batch 670/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9489, Loss: 0.0201 Epoch 40 Batch 671/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9428, Loss: 0.0198 Epoch 40 Batch 672/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0177 Epoch 40 Batch 673/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9524, Loss: 0.0240 Epoch 40 Batch 674/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9432, Loss: 0.0195 Epoch 40 Batch 675/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9432, Loss: 0.0267 Epoch 40 Batch 676/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9329, Loss: 0.0193 Epoch 40 Batch 677/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9329, Loss: 0.0245 Epoch 40 Batch 678/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9375, Loss: 0.0181 Epoch 40 Batch 679/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9375, Loss: 0.0161 Epoch 40 Batch 680/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9375, Loss: 0.0262 Epoch 40 Batch 681/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9425, Loss: 0.0191 Epoch 40 Batch 682/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9489, Loss: 0.0182 Epoch 40 Batch 683/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9485, Loss: 0.0186 Epoch 40 Batch 684/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9482, Loss: 0.0208 Epoch 40 Batch 685/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9482, Loss: 0.0271 Epoch 40 Batch 686/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9432, Loss: 0.0195 Epoch 40 Batch 687/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0223 Epoch 40 Batch 688/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9592, Loss: 0.0185 Epoch 40 Batch 689/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9595, Loss: 0.0135 Epoch 40 Batch 690/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0241 Epoch 40 Batch 691/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9549, Loss: 0.0217 Epoch 40 Batch 692/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9496, Loss: 0.0160 Epoch 40 Batch 693/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9446, Loss: 0.0332 Epoch 40 Batch 694/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9467, Loss: 0.0201 Epoch 40 Batch 695/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9570, Loss: 0.0256 Epoch 40 Batch 696/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9521, Loss: 0.0218 Epoch 40 Batch 697/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9467, Loss: 0.0200 Epoch 40 Batch 698/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9567, Loss: 0.0212 Epoch 40 Batch 699/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9485, Loss: 0.0169 Epoch 40 Batch 700/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9439, Loss: 0.0183 Epoch 40 Batch 701/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9517, Loss: 0.0192 Epoch 40 Batch 702/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9471, Loss: 0.0383 Epoch 40 Batch 703/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9471, Loss: 0.0201 Epoch 40 Batch 704/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9496, Loss: 0.0291 Epoch 40 Batch 705/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9545, Loss: 0.0241 Epoch 40 Batch 706/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9545, Loss: 0.0419 Epoch 40 Batch 707/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9553, Loss: 0.0249 Epoch 40 Batch 708/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9496, Loss: 0.0202 Epoch 40 Batch 709/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9506, Loss: 0.0282 Epoch 40 Batch 710/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9446, Loss: 0.0137 Epoch 40 Batch 711/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9446, Loss: 0.0259 Epoch 40 Batch 712/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9446, Loss: 0.0197 Epoch 40 Batch 713/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9393, Loss: 0.0214 Epoch 40 Batch 714/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9393, Loss: 0.0232 Epoch 40 Batch 715/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9347, Loss: 0.0236 Epoch 40 Batch 716/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9400, Loss: 0.0173 Epoch 40 Batch 717/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9418, Loss: 0.0164 Epoch 40 Batch 718/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9457, Loss: 0.0218 Epoch 40 Batch 719/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9471, Loss: 0.0253 Epoch 40 Batch 720/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9517, Loss: 0.0217 Epoch 40 Batch 721/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0218 Epoch 40 Batch 722/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9464, Loss: 0.0184 Epoch 40 Batch 723/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9467, Loss: 0.0215 Epoch 40 Batch 724/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9453, Loss: 0.0243 Epoch 40 Batch 725/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9403, Loss: 0.0163 Epoch 40 Batch 726/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9361, Loss: 0.0221 Epoch 40 Batch 727/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9361, Loss: 0.0180 Epoch 40 Batch 728/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9339, Loss: 0.0235 Epoch 40 Batch 729/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9453, Loss: 0.0278 Epoch 40 Batch 730/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9407, Loss: 0.0320 Epoch 40 Batch 731/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9400, Loss: 0.0219 Epoch 40 Batch 732/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9446, Loss: 0.0234 Epoch 40 Batch 733/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9446, Loss: 0.0236 Epoch 40 Batch 734/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9403, Loss: 0.0202 Epoch 40 Batch 735/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9354, Loss: 0.0189 Epoch 40 Batch 736/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9354, Loss: 0.0188 Epoch 40 Batch 737/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9347, Loss: 0.0216 Epoch 40 Batch 738/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9368, Loss: 0.0135 Epoch 40 Batch 739/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9375, Loss: 0.0181 Epoch 40 Batch 740/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9425, Loss: 0.0192 Epoch 40 Batch 741/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9517, Loss: 0.0254 Epoch 40 Batch 742/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0177 Epoch 40 Batch 743/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9538, Loss: 0.0230 Epoch 40 Batch 744/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0233 Epoch 40 Batch 745/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0235 Epoch 40 Batch 746/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9446, Loss: 0.0197 Epoch 40 Batch 747/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9446, Loss: 0.0157 Epoch 40 Batch 748/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9442, Loss: 0.0172 Epoch 40 Batch 749/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9442, Loss: 0.0167 Epoch 40 Batch 750/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0236 Epoch 40 Batch 751/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9577, Loss: 0.0190 Epoch 40 Batch 752/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9624, Loss: 0.0203 Epoch 40 Batch 753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9602, Loss: 0.0162 Epoch 40 Batch 754/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9595, Loss: 0.0229 Epoch 40 Batch 755/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0256 Epoch 40 Batch 756/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9616, Loss: 0.0175 Epoch 40 Batch 757/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9531, Loss: 0.0212 Epoch 40 Batch 758/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9531, Loss: 0.0170 Epoch 40 Batch 759/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9531, Loss: 0.0208 Epoch 40 Batch 760/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0258 Epoch 40 Batch 761/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9581, Loss: 0.0208 Epoch 40 Batch 762/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0217 Epoch 40 Batch 763/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9588, Loss: 0.0236 Epoch 40 Batch 764/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9609, Loss: 0.0202 Epoch 40 Batch 765/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9609, Loss: 0.0271 Epoch 40 Batch 766/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9606, Loss: 0.0268 Epoch 40 Batch 767/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9652, Loss: 0.0240 Epoch 40 Batch 768/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0179 Epoch 40 Batch 769/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9418, Loss: 0.0242 Epoch 40 Batch 770/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9418, Loss: 0.0178 Epoch 40 Batch 771/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9432, Loss: 0.0195 Epoch 40 Batch 772/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9386, Loss: 0.0217 Epoch 40 Batch 773/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9489, Loss: 0.0191 Epoch 40 Batch 774/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9592, Loss: 0.0192 Epoch 40 Batch 775/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9542, Loss: 0.0236 Epoch 40 Batch 776/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9705, Loss: 0.0204 Epoch 40 Batch 777/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9659, Loss: 0.0171 Epoch 40 Batch 778/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9659, Loss: 0.0228 Epoch 40 Batch 779/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0176 Epoch 40 Batch 780/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9560, Loss: 0.0288 Epoch 40 Batch 781/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0197 Epoch 40 Batch 782/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9631, Loss: 0.0211 Epoch 40 Batch 783/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9631, Loss: 0.0276 Epoch 40 Batch 784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0144 Epoch 40 Batch 785/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9528, Loss: 0.0155 Epoch 40 Batch 786/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9510, Loss: 0.0187 Epoch 40 Batch 787/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9535, Loss: 0.0175 Epoch 40 Batch 788/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9528, Loss: 0.0270 Epoch 40 Batch 789/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9453, Loss: 0.0213 Epoch 40 Batch 790/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9411, Loss: 0.0287 Epoch 40 Batch 791/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9432, Loss: 0.0256 Epoch 40 Batch 792/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9432, Loss: 0.0226 Epoch 40 Batch 793/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9432, Loss: 0.0201 Epoch 40 Batch 794/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9464, Loss: 0.0175 Epoch 40 Batch 795/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9467, Loss: 0.0278 Epoch 40 Batch 796/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9521, Loss: 0.0234 Epoch 40 Batch 797/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0208 Epoch 40 Batch 798/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9528, Loss: 0.0173 Epoch 40 Batch 799/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9528, Loss: 0.0326 Epoch 40 Batch 800/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9560, Loss: 0.0193 Epoch 40 Batch 801/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9560, Loss: 0.0212 Epoch 40 Batch 802/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9560, Loss: 0.0261 Epoch 40 Batch 803/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9517, Loss: 0.0230 Epoch 40 Batch 804/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9506, Loss: 0.0174 Epoch 40 Batch 805/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9506, Loss: 0.0258 Epoch 40 Batch 806/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9460, Loss: 0.0175 Epoch 40 Batch 807/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9460, Loss: 0.0147 Epoch 40 Batch 808/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9393, Loss: 0.0346 Epoch 40 Batch 809/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9339, Loss: 0.0355 Epoch 40 Batch 810/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9379, Loss: 0.0182 Epoch 40 Batch 811/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9393, Loss: 0.0234 Epoch 40 Batch 812/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9386, Loss: 0.0219 Epoch 40 Batch 813/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9432, Loss: 0.0231 Epoch 40 Batch 814/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0206 Epoch 40 Batch 815/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9538, Loss: 0.0265 Epoch 40 Batch 816/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9585, Loss: 0.0168 Epoch 40 Batch 817/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9581, Loss: 0.0204 Epoch 40 Batch 818/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9581, Loss: 0.0246 Epoch 40 Batch 819/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9581, Loss: 0.0225 Epoch 40 Batch 820/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9631, Loss: 0.0189 Epoch 40 Batch 821/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9656, Loss: 0.0211 Epoch 40 Batch 822/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0160 Epoch 40 Batch 823/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9595, Loss: 0.0221 Epoch 40 Batch 824/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9570, Loss: 0.0291 Epoch 40 Batch 825/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9577, Loss: 0.0141 Epoch 40 Batch 826/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9585, Loss: 0.0186 Epoch 40 Batch 827/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9535, Loss: 0.0213 Epoch 40 Batch 828/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9535, Loss: 0.0166 Epoch 40 Batch 829/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0289 Epoch 40 Batch 830/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9531, Loss: 0.0268 Epoch 40 Batch 831/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9585, Loss: 0.0218 Epoch 40 Batch 832/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9577, Loss: 0.0174 Epoch 40 Batch 833/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9577, Loss: 0.0250 Epoch 40 Batch 834/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9574, Loss: 0.0216 Epoch 40 Batch 835/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9510, Loss: 0.0194 Epoch 40 Batch 836/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9510, Loss: 0.0140 Epoch 40 Batch 837/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9517, Loss: 0.0261 Epoch 40 Batch 838/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0231 Epoch 40 Batch 839/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0134 Epoch 40 Batch 840/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9570, Loss: 0.0227 Epoch 40 Batch 841/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0333 Epoch 40 Batch 842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0150 Epoch 40 Batch 843/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9524, Loss: 0.0166 Epoch 40 Batch 844/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9570, Loss: 0.0192 Epoch 40 Batch 845/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0190 Epoch 40 Batch 846/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9620, Loss: 0.0320 Epoch 40 Batch 847/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9663, Loss: 0.0251 Epoch 40 Batch 848/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9666, Loss: 0.0232 Epoch 40 Batch 849/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9730, Loss: 0.0133 Epoch 40 Batch 850/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9780, Loss: 0.0316 Epoch 40 Batch 851/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0294 Epoch 40 Batch 852/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9670, Loss: 0.0303 Epoch 40 Batch 853/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9666, Loss: 0.0211 Epoch 40 Batch 854/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9620, Loss: 0.0201 Epoch 40 Batch 855/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9620, Loss: 0.0245 Epoch 40 Batch 856/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9563, Loss: 0.0207 Epoch 40 Batch 857/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9574, Loss: 0.0213 Epoch 40 Batch 858/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9727, Loss: 0.0163 Epoch 40 Batch 859/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9677, Loss: 0.0208 Epoch 40 Batch 860/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0200 Epoch 40 Batch 861/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9634, Loss: 0.0180 Epoch 40 Batch 862/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9620, Loss: 0.0226 Epoch 40 Batch 863/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0179 Epoch 40 Batch 864/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9620, Loss: 0.0215 Epoch 40 Batch 865/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9620, Loss: 0.0244 Epoch 40 Batch 866/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9620, Loss: 0.0229 Epoch 40 Batch 867/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9620, Loss: 0.0554 Epoch 40 Batch 868/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0244 Epoch 40 Batch 869/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0201 Epoch 40 Batch 870/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9624, Loss: 0.0178 Epoch 40 Batch 871/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9656, Loss: 0.0194 Epoch 40 Batch 872/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9553, Loss: 0.0212 Epoch 40 Batch 873/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9553, Loss: 0.0248 Epoch 40 Batch 874/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9535, Loss: 0.0215 Epoch 40 Batch 875/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9535, Loss: 0.0199 Epoch 40 Batch 876/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9513, Loss: 0.0193 Epoch 40 Batch 877/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9510, Loss: 0.0160 Epoch 40 Batch 878/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9563, Loss: 0.0167 Epoch 40 Batch 879/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9567, Loss: 0.0141 Epoch 40 Batch 880/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9567, Loss: 0.0224 Epoch 40 Batch 881/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0209 Epoch 40 Batch 882/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9567, Loss: 0.0202 Epoch 40 Batch 883/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9567, Loss: 0.0293 Epoch 40 Batch 884/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0257 Epoch 40 Batch 885/1077 - Train Accuracy: 0.9890, Validation Accuracy: 0.9464, Loss: 0.0128 Epoch 40 Batch 886/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0224 Epoch 40 Batch 887/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9560, Loss: 0.0232 Epoch 40 Batch 888/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9510, Loss: 0.0204 Epoch 40 Batch 889/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9517, Loss: 0.0221 Epoch 40 Batch 890/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9467, Loss: 0.0223 Epoch 40 Batch 891/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9425, Loss: 0.0169 Epoch 40 Batch 892/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9428, Loss: 0.0195 Epoch 40 Batch 893/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9428, Loss: 0.0196 Epoch 40 Batch 894/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9453, Loss: 0.0166 Epoch 40 Batch 895/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0167 Epoch 40 Batch 896/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9464, Loss: 0.0229 Epoch 40 Batch 897/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0189 Epoch 40 Batch 898/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9524, Loss: 0.0206 Epoch 40 Batch 899/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9531, Loss: 0.0233 Epoch 40 Batch 900/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0233 Epoch 40 Batch 901/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9531, Loss: 0.0326 Epoch 40 Batch 902/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9531, Loss: 0.0260 Epoch 40 Batch 903/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9485, Loss: 0.0225 Epoch 40 Batch 904/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9581, Loss: 0.0197 Epoch 40 Batch 905/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0172 Epoch 40 Batch 906/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9581, Loss: 0.0189 Epoch 40 Batch 907/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0242 Epoch 40 Batch 908/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9631, Loss: 0.0215 Epoch 40 Batch 909/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9673, Loss: 0.0283 Epoch 40 Batch 910/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9670, Loss: 0.0243 Epoch 40 Batch 911/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9666, Loss: 0.0273 Epoch 40 Batch 912/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0223 Epoch 40 Batch 913/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9627, Loss: 0.0276 Epoch 40 Batch 914/1077 - Train Accuracy: 0.9476, Validation Accuracy: 0.9577, Loss: 0.0521 Epoch 40 Batch 915/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9631, Loss: 0.0194 Epoch 40 Batch 916/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9631, Loss: 0.0219 Epoch 40 Batch 917/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9577, Loss: 0.0249 Epoch 40 Batch 918/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9531, Loss: 0.0194 Epoch 40 Batch 919/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0167 Epoch 40 Batch 920/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9606, Loss: 0.0183 Epoch 40 Batch 921/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9606, Loss: 0.0230 Epoch 40 Batch 922/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9656, Loss: 0.0213 Epoch 40 Batch 923/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9677, Loss: 0.0185 Epoch 40 Batch 924/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9627, Loss: 0.0263 Epoch 40 Batch 925/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9528, Loss: 0.0165 Epoch 40 Batch 926/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0244 Epoch 40 Batch 927/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9528, Loss: 0.0273 Epoch 40 Batch 928/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9464, Loss: 0.0225 Epoch 40 Batch 929/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9464, Loss: 0.0193 Epoch 40 Batch 930/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9464, Loss: 0.0158 Epoch 40 Batch 931/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9464, Loss: 0.0186 Epoch 40 Batch 932/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9464, Loss: 0.0201 Epoch 40 Batch 933/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9467, Loss: 0.0220 Epoch 40 Batch 934/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0178 Epoch 40 Batch 935/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9538, Loss: 0.0213 Epoch 40 Batch 936/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0249 Epoch 40 Batch 937/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9648, Loss: 0.0331 Epoch 40 Batch 938/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0274 Epoch 40 Batch 939/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9659, Loss: 0.0258 Epoch 40 Batch 940/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9663, Loss: 0.0212 Epoch 40 Batch 941/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9663, Loss: 0.0197 Epoch 40 Batch 942/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9634, Loss: 0.0267 Epoch 40 Batch 943/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0186 Epoch 40 Batch 944/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9652, Loss: 0.0176 Epoch 40 Batch 945/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9631, Loss: 0.0163 Epoch 40 Batch 946/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9652, Loss: 0.0176 Epoch 40 Batch 947/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9695, Loss: 0.0260 Epoch 40 Batch 948/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0201 Epoch 40 Batch 949/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9648, Loss: 0.0167 Epoch 40 Batch 950/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9556, Loss: 0.0175 Epoch 40 Batch 951/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9556, Loss: 0.0242 Epoch 40 Batch 952/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9560, Loss: 0.0143 Epoch 40 Batch 953/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0181 Epoch 40 Batch 954/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9624, Loss: 0.0283 Epoch 40 Batch 955/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9645, Loss: 0.0238 Epoch 40 Batch 956/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0226 Epoch 40 Batch 957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9577, Loss: 0.0177 Epoch 40 Batch 958/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9556, Loss: 0.0195 Epoch 40 Batch 959/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9556, Loss: 0.0223 Epoch 40 Batch 960/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0191 Epoch 40 Batch 961/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9577, Loss: 0.0146 Epoch 40 Batch 962/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0245 Epoch 40 Batch 963/1077 - Train Accuracy: 0.9835, Validation Accuracy: 0.9666, Loss: 0.0289 Epoch 40 Batch 964/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9663, Loss: 0.0170 Epoch 40 Batch 965/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9599, Loss: 0.0306 Epoch 40 Batch 966/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9545, Loss: 0.0183 Epoch 40 Batch 967/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9446, Loss: 0.0245 Epoch 40 Batch 968/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9492, Loss: 0.0302 Epoch 40 Batch 969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9585, Loss: 0.0287 Epoch 40 Batch 970/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9570, Loss: 0.0198 Epoch 40 Batch 971/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9524, Loss: 0.0302 Epoch 40 Batch 972/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9471, Loss: 0.0284 Epoch 40 Batch 973/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9570, Loss: 0.0174 Epoch 40 Batch 974/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9574, Loss: 0.0210 Epoch 40 Batch 975/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9620, Loss: 0.0197 Epoch 40 Batch 976/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9531, Loss: 0.0170 Epoch 40 Batch 977/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9464, Loss: 0.0116 Epoch 40 Batch 978/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9535, Loss: 0.0204 Epoch 40 Batch 979/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9535, Loss: 0.0200 Epoch 40 Batch 980/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9478, Loss: 0.0227 Epoch 40 Batch 981/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9478, Loss: 0.0287 Epoch 40 Batch 982/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0248 Epoch 40 Batch 983/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9524, Loss: 0.0212 Epoch 40 Batch 984/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9474, Loss: 0.0303 Epoch 40 Batch 985/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9521, Loss: 0.0189 Epoch 40 Batch 986/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9499, Loss: 0.0228 Epoch 40 Batch 987/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9450, Loss: 0.0175 Epoch 40 Batch 988/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9382, Loss: 0.0255 Epoch 40 Batch 989/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9453, Loss: 0.0214 Epoch 40 Batch 990/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9389, Loss: 0.0238 Epoch 40 Batch 991/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9435, Loss: 0.0175 Epoch 40 Batch 992/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9492, Loss: 0.0199 Epoch 40 Batch 993/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9489, Loss: 0.0164 Epoch 40 Batch 994/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9464, Loss: 0.0182 Epoch 40 Batch 995/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9467, Loss: 0.0192 Epoch 40 Batch 996/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0219 Epoch 40 Batch 997/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9467, Loss: 0.0199 Epoch 40 Batch 998/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9471, Loss: 0.0182 Epoch 40 Batch 999/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9428, Loss: 0.0253 Epoch 40 Batch 1000/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9386, Loss: 0.0220 Epoch 40 Batch 1001/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9332, Loss: 0.0158 Epoch 40 Batch 1002/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9329, Loss: 0.0123 Epoch 40 Batch 1003/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9336, Loss: 0.0229 Epoch 40 Batch 1004/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9332, Loss: 0.0194 Epoch 40 Batch 1005/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9332, Loss: 0.0182 Epoch 40 Batch 1006/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9386, Loss: 0.0197 Epoch 40 Batch 1007/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9464, Loss: 0.0186 Epoch 40 Batch 1008/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9556, Loss: 0.0236 Epoch 40 Batch 1009/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0147 Epoch 40 Batch 1010/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0194 Epoch 40 Batch 1011/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9499, Loss: 0.0181 Epoch 40 Batch 1012/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9489, Loss: 0.0190 Epoch 40 Batch 1013/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9535, Loss: 0.0136 Epoch 40 Batch 1014/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9464, Loss: 0.0180 Epoch 40 Batch 1015/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9489, Loss: 0.0266 Epoch 40 Batch 1016/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9489, Loss: 0.0184 Epoch 40 Batch 1017/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9545, Loss: 0.0205 Epoch 40 Batch 1018/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9592, Loss: 0.0264 Epoch 40 Batch 1019/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9592, Loss: 0.0273 Epoch 40 Batch 1020/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0194 Epoch 40 Batch 1021/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9599, Loss: 0.0192 Epoch 40 Batch 1022/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9599, Loss: 0.0170 Epoch 40 Batch 1023/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0236 Epoch 40 Batch 1024/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9648, Loss: 0.0278 Epoch 40 Batch 1025/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9648, Loss: 0.0209 Epoch 40 Batch 1026/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9680, Loss: 0.0266 Epoch 40 Batch 1027/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 40 Batch 1028/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9673, Loss: 0.0223 Epoch 40 Batch 1029/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9673, Loss: 0.0210 Epoch 40 Batch 1030/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9688, Loss: 0.0168 Epoch 40 Batch 1031/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9666, Loss: 0.0289 Epoch 40 Batch 1032/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9616, Loss: 0.0232 Epoch 40 Batch 1033/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9616, Loss: 0.0221 Epoch 40 Batch 1034/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0200 Epoch 40 Batch 1035/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9620, Loss: 0.0178 Epoch 40 Batch 1036/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9613, Loss: 0.0258 Epoch 40 Batch 1037/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9613, Loss: 0.0248 Epoch 40 Batch 1038/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9620, Loss: 0.0266 Epoch 40 Batch 1039/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9581, Loss: 0.0222 Epoch 40 Batch 1040/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0244 Epoch 40 Batch 1041/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0282 Epoch 40 Batch 1042/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0213 Epoch 40 Batch 1043/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9531, Loss: 0.0303 Epoch 40 Batch 1044/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9581, Loss: 0.0233 Epoch 40 Batch 1045/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0232 Epoch 40 Batch 1046/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9503, Loss: 0.0173 Epoch 40 Batch 1047/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9503, Loss: 0.0160 Epoch 40 Batch 1048/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0267 Epoch 40 Batch 1049/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9471, Loss: 0.0209 Epoch 40 Batch 1050/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9467, Loss: 0.0125 Epoch 40 Batch 1051/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9489, Loss: 0.0255 Epoch 40 Batch 1052/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9531, Loss: 0.0222 Epoch 40 Batch 1053/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0246 Epoch 40 Batch 1054/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9542, Loss: 0.0211 Epoch 40 Batch 1055/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9545, Loss: 0.0235 Epoch 40 Batch 1056/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0171 Epoch 40 Batch 1057/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9602, Loss: 0.0194 Epoch 40 Batch 1058/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9645, Loss: 0.0203 Epoch 40 Batch 1059/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9606, Loss: 0.0254 Epoch 40 Batch 1060/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9609, Loss: 0.0165 Epoch 40 Batch 1061/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9567, Loss: 0.0324 Epoch 40 Batch 1062/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9513, Loss: 0.0240 Epoch 40 Batch 1063/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0274 Epoch 40 Batch 1064/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0207 Epoch 40 Batch 1065/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9585, Loss: 0.0222 Epoch 40 Batch 1066/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0156 Epoch 40 Batch 1067/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0215 Epoch 40 Batch 1068/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9535, Loss: 0.0161 Epoch 40 Batch 1069/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9535, Loss: 0.0162 Epoch 40 Batch 1070/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0214 Epoch 40 Batch 1071/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9492, Loss: 0.0211 Epoch 40 Batch 1072/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9496, Loss: 0.0208 Epoch 40 Batch 1073/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9556, Loss: 0.0217 Epoch 40 Batch 1074/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9577, Loss: 0.0268 Epoch 40 Batch 1075/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9577, Loss: 0.0244 Epoch 41 Batch 1/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9602, Loss: 0.0148 Epoch 41 Batch 2/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9602, Loss: 0.0228 Epoch 41 Batch 3/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0278 Epoch 41 Batch 4/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9652, Loss: 0.0178 Epoch 41 Batch 5/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9652, Loss: 0.0295 Epoch 41 Batch 6/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9656, Loss: 0.0171 Epoch 41 Batch 7/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0243 Epoch 41 Batch 8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9652, Loss: 0.0167 Epoch 41 Batch 9/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9702, Loss: 0.0184 Epoch 41 Batch 10/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9702, Loss: 0.0200 Epoch 41 Batch 11/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9702, Loss: 0.0281 Epoch 41 Batch 12/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9702, Loss: 0.0189 Epoch 41 Batch 13/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9656, Loss: 0.0328 Epoch 41 Batch 14/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9609, Loss: 0.0155 Epoch 41 Batch 15/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0191 Epoch 41 Batch 16/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9602, Loss: 0.0235 Epoch 41 Batch 17/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9545, Loss: 0.0186 Epoch 41 Batch 18/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9535, Loss: 0.0183 Epoch 41 Batch 19/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9545, Loss: 0.0210 Epoch 41 Batch 20/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9545, Loss: 0.0169 Epoch 41 Batch 21/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9585, Loss: 0.0254 Epoch 41 Batch 22/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9545, Loss: 0.0215 Epoch 41 Batch 23/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9492, Loss: 0.0160 Epoch 41 Batch 24/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9499, Loss: 0.0240 Epoch 41 Batch 25/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9453, Loss: 0.0117 Epoch 41 Batch 26/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9496, Loss: 0.0273 Epoch 41 Batch 27/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9542, Loss: 0.0147 Epoch 41 Batch 28/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9538, Loss: 0.0199 Epoch 41 Batch 29/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0236 Epoch 41 Batch 30/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9606, Loss: 0.0194 Epoch 41 Batch 31/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9645, Loss: 0.0195 Epoch 41 Batch 32/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9748, Loss: 0.0189 Epoch 41 Batch 33/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9773, Loss: 0.0186 Epoch 41 Batch 34/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9773, Loss: 0.0267 Epoch 41 Batch 35/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9727, Loss: 0.0211 Epoch 41 Batch 36/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9727, Loss: 0.0190 Epoch 41 Batch 37/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9727, Loss: 0.0193 Epoch 41 Batch 38/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9727, Loss: 0.0254 Epoch 41 Batch 39/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9727, Loss: 0.0269 Epoch 41 Batch 40/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0155 Epoch 41 Batch 41/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9585, Loss: 0.0170 Epoch 41 Batch 42/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9585, Loss: 0.0273 Epoch 41 Batch 43/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9560, Loss: 0.0165 Epoch 41 Batch 44/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9616, Loss: 0.0132 Epoch 41 Batch 45/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9513, Loss: 0.0201 Epoch 41 Batch 46/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9567, Loss: 0.0267 Epoch 41 Batch 47/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0215 Epoch 41 Batch 48/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9482, Loss: 0.0275 Epoch 41 Batch 49/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9489, Loss: 0.0311 Epoch 41 Batch 50/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0213 Epoch 41 Batch 51/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9496, Loss: 0.0210 Epoch 41 Batch 52/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9496, Loss: 0.0256 Epoch 41 Batch 53/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9492, Loss: 0.0180 Epoch 41 Batch 54/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9492, Loss: 0.0408 Epoch 41 Batch 55/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9489, Loss: 0.0207 Epoch 41 Batch 56/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9474, Loss: 0.0159 Epoch 41 Batch 57/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9453, Loss: 0.0225 Epoch 41 Batch 58/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9403, Loss: 0.0200 Epoch 41 Batch 59/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9460, Loss: 0.0244 Epoch 41 Batch 60/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9439, Loss: 0.0123 Epoch 41 Batch 61/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9382, Loss: 0.0205 Epoch 41 Batch 62/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9439, Loss: 0.0277 Epoch 41 Batch 63/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9439, Loss: 0.0153 Epoch 41 Batch 64/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9435, Loss: 0.0179 Epoch 41 Batch 65/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9506, Loss: 0.0185 Epoch 41 Batch 66/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9503, Loss: 0.0126 Epoch 41 Batch 67/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9496, Loss: 0.0206 Epoch 41 Batch 68/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9577, Loss: 0.0280 Epoch 41 Batch 69/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9563, Loss: 0.0292 Epoch 41 Batch 70/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9659, Loss: 0.0276 Epoch 41 Batch 71/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9563, Loss: 0.0131 Epoch 41 Batch 72/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9570, Loss: 0.0208 Epoch 41 Batch 73/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9574, Loss: 0.0180 Epoch 41 Batch 74/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0211 Epoch 41 Batch 75/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9570, Loss: 0.0290 Epoch 41 Batch 76/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9570, Loss: 0.0175 Epoch 41 Batch 77/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9574, Loss: 0.0205 Epoch 41 Batch 78/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9638, Loss: 0.0239 Epoch 41 Batch 79/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 41 Batch 80/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0189 Epoch 41 Batch 81/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9588, Loss: 0.0172 Epoch 41 Batch 82/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9588, Loss: 0.0225 Epoch 41 Batch 83/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9542, Loss: 0.0151 Epoch 41 Batch 84/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0190 Epoch 41 Batch 85/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9542, Loss: 0.0195 Epoch 41 Batch 86/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0185 Epoch 41 Batch 87/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9588, Loss: 0.0272 Epoch 41 Batch 88/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9652, Loss: 0.0243 Epoch 41 Batch 89/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9652, Loss: 0.0225 Epoch 41 Batch 90/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9513, Loss: 0.0168 Epoch 41 Batch 91/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9517, Loss: 0.0195 Epoch 41 Batch 92/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9513, Loss: 0.0204 Epoch 41 Batch 93/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0224 Epoch 41 Batch 94/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9513, Loss: 0.0185 Epoch 41 Batch 95/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0201 Epoch 41 Batch 96/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0192 Epoch 41 Batch 97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0221 Epoch 41 Batch 98/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9538, Loss: 0.0247 Epoch 41 Batch 99/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9489, Loss: 0.0175 Epoch 41 Batch 100/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9496, Loss: 0.0204 Epoch 41 Batch 101/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9521, Loss: 0.0199 Epoch 41 Batch 102/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9535, Loss: 0.0138 Epoch 41 Batch 103/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9556, Loss: 0.0258 Epoch 41 Batch 104/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9531, Loss: 0.0233 Epoch 41 Batch 105/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9485, Loss: 0.0177 Epoch 41 Batch 106/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9332, Loss: 0.0209 Epoch 41 Batch 107/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9336, Loss: 0.0261 Epoch 41 Batch 108/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9403, Loss: 0.0308 Epoch 41 Batch 109/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9528, Loss: 0.0211 Epoch 41 Batch 110/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9528, Loss: 0.0176 Epoch 41 Batch 111/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9691, Loss: 0.0166 Epoch 41 Batch 112/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0174 Epoch 41 Batch 113/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9524, Loss: 0.0267 Epoch 41 Batch 114/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0164 Epoch 41 Batch 115/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9592, Loss: 0.0247 Epoch 41 Batch 116/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9631, Loss: 0.0338 Epoch 41 Batch 117/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0212 Epoch 41 Batch 118/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9613, Loss: 0.0214 Epoch 41 Batch 119/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9567, Loss: 0.0156 Epoch 41 Batch 120/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0228 Epoch 41 Batch 121/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0224 Epoch 41 Batch 122/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9577, Loss: 0.0179 Epoch 41 Batch 123/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9627, Loss: 0.0132 Epoch 41 Batch 124/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0278 Epoch 41 Batch 125/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9560, Loss: 0.0313 Epoch 41 Batch 126/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9553, Loss: 0.0200 Epoch 41 Batch 127/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9602, Loss: 0.0184 Epoch 41 Batch 128/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9574, Loss: 0.0206 Epoch 41 Batch 129/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9574, Loss: 0.0258 Epoch 41 Batch 130/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9602, Loss: 0.0220 Epoch 41 Batch 131/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9556, Loss: 0.0234 Epoch 41 Batch 132/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9553, Loss: 0.0187 Epoch 41 Batch 133/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9553, Loss: 0.0182 Epoch 41 Batch 134/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0211 Epoch 41 Batch 135/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9531, Loss: 0.0240 Epoch 41 Batch 136/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9510, Loss: 0.0155 Epoch 41 Batch 137/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9510, Loss: 0.0232 Epoch 41 Batch 138/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9602, Loss: 0.0265 Epoch 41 Batch 139/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9570, Loss: 0.0245 Epoch 41 Batch 140/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9492, Loss: 0.0183 Epoch 41 Batch 141/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9560, Loss: 0.0191 Epoch 41 Batch 142/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9542, Loss: 0.0236 Epoch 41 Batch 143/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0217 Epoch 41 Batch 144/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9499, Loss: 0.0350 Epoch 41 Batch 145/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9457, Loss: 0.0212 Epoch 41 Batch 146/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9499, Loss: 0.0603 Epoch 41 Batch 147/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9510, Loss: 0.0164 Epoch 41 Batch 148/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9560, Loss: 0.0255 Epoch 41 Batch 149/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9567, Loss: 0.0186 Epoch 41 Batch 150/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9457, Loss: 0.0220 Epoch 41 Batch 151/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9506, Loss: 0.0190 Epoch 41 Batch 152/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9549, Loss: 0.0278 Epoch 41 Batch 153/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9538, Loss: 0.0317 Epoch 41 Batch 154/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9510, Loss: 0.0226 Epoch 41 Batch 155/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9513, Loss: 0.0172 Epoch 41 Batch 156/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9513, Loss: 0.0177 Epoch 41 Batch 157/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9513, Loss: 0.0205 Epoch 41 Batch 158/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9563, Loss: 0.0238 Epoch 41 Batch 159/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9556, Loss: 0.0205 Epoch 41 Batch 160/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0191 Epoch 41 Batch 161/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9528, Loss: 0.0142 Epoch 41 Batch 162/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9531, Loss: 0.0206 Epoch 41 Batch 163/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9482, Loss: 0.0314 Epoch 41 Batch 164/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9535, Loss: 0.0206 Epoch 41 Batch 165/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9599, Loss: 0.0330 Epoch 41 Batch 166/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0219 Epoch 41 Batch 167/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9521, Loss: 0.0176 Epoch 41 Batch 168/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9471, Loss: 0.0303 Epoch 41 Batch 169/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9496, Loss: 0.0188 Epoch 41 Batch 170/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9496, Loss: 0.0242 Epoch 41 Batch 171/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9496, Loss: 0.0205 Epoch 41 Batch 172/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9560, Loss: 0.0167 Epoch 41 Batch 173/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9613, Loss: 0.0232 Epoch 41 Batch 174/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0157 Epoch 41 Batch 175/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9485, Loss: 0.0296 Epoch 41 Batch 176/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9485, Loss: 0.0258 Epoch 41 Batch 177/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9631, Loss: 0.0194 Epoch 41 Batch 178/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9567, Loss: 0.0205 Epoch 41 Batch 179/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9567, Loss: 0.0242 Epoch 41 Batch 180/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9513, Loss: 0.0167 Epoch 41 Batch 181/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9513, Loss: 0.0259 Epoch 41 Batch 182/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0246 Epoch 41 Batch 183/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9489, Loss: 0.0232 Epoch 41 Batch 184/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9538, Loss: 0.0214 Epoch 41 Batch 185/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0240 Epoch 41 Batch 186/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9574, Loss: 0.0244 Epoch 41 Batch 187/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9574, Loss: 0.0174 Epoch 41 Batch 188/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0221 Epoch 41 Batch 189/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9453, Loss: 0.0188 Epoch 41 Batch 190/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9453, Loss: 0.0156 Epoch 41 Batch 191/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9446, Loss: 0.0150 Epoch 41 Batch 192/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9453, Loss: 0.0213 Epoch 41 Batch 193/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9453, Loss: 0.0199 Epoch 41 Batch 194/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9457, Loss: 0.0151 Epoch 41 Batch 195/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9457, Loss: 0.0195 Epoch 41 Batch 196/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9499, Loss: 0.0225 Epoch 41 Batch 197/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9513, Loss: 0.0231 Epoch 41 Batch 198/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9513, Loss: 0.0256 Epoch 41 Batch 199/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0187 Epoch 41 Batch 200/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9517, Loss: 0.0182 Epoch 41 Batch 201/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0199 Epoch 41 Batch 202/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0175 Epoch 41 Batch 203/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0231 Epoch 41 Batch 204/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9403, Loss: 0.0356 Epoch 41 Batch 205/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9375, Loss: 0.0319 Epoch 41 Batch 206/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9446, Loss: 0.0158 Epoch 41 Batch 207/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9446, Loss: 0.0181 Epoch 41 Batch 208/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9446, Loss: 0.0213 Epoch 41 Batch 209/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9453, Loss: 0.0190 Epoch 41 Batch 210/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9496, Loss: 0.0211 Epoch 41 Batch 211/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9545, Loss: 0.0172 Epoch 41 Batch 212/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9545, Loss: 0.0172 Epoch 41 Batch 213/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0167 Epoch 41 Batch 214/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9592, Loss: 0.0192 Epoch 41 Batch 215/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9592, Loss: 0.0315 Epoch 41 Batch 216/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9474, Loss: 0.0178 Epoch 41 Batch 217/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9474, Loss: 0.0174 Epoch 41 Batch 218/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0233 Epoch 41 Batch 219/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9521, Loss: 0.0149 Epoch 41 Batch 220/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9521, Loss: 0.0197 Epoch 41 Batch 221/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0198 Epoch 41 Batch 222/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9585, Loss: 0.0198 Epoch 41 Batch 223/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9545, Loss: 0.0194 Epoch 41 Batch 224/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0211 Epoch 41 Batch 225/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0262 Epoch 41 Batch 226/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9482, Loss: 0.0168 Epoch 41 Batch 227/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9535, Loss: 0.0286 Epoch 41 Batch 228/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0172 Epoch 41 Batch 229/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9485, Loss: 0.0178 Epoch 41 Batch 230/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9485, Loss: 0.0186 Epoch 41 Batch 231/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9432, Loss: 0.0248 Epoch 41 Batch 232/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0185 Epoch 41 Batch 233/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9432, Loss: 0.0264 Epoch 41 Batch 234/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0191 Epoch 41 Batch 235/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9467, Loss: 0.0210 Epoch 41 Batch 236/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0211 Epoch 41 Batch 237/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9503, Loss: 0.0183 Epoch 41 Batch 238/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9503, Loss: 0.0201 Epoch 41 Batch 239/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9499, Loss: 0.0134 Epoch 41 Batch 240/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9478, Loss: 0.0160 Epoch 41 Batch 241/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0144 Epoch 41 Batch 242/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9521, Loss: 0.0167 Epoch 41 Batch 243/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9510, Loss: 0.0273 Epoch 41 Batch 244/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9489, Loss: 0.0183 Epoch 41 Batch 245/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0160 Epoch 41 Batch 246/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9592, Loss: 0.0209 Epoch 41 Batch 247/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9425, Loss: 0.0186 Epoch 41 Batch 248/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9474, Loss: 0.0216 Epoch 41 Batch 249/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0157 Epoch 41 Batch 250/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9553, Loss: 0.0221 Epoch 41 Batch 251/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9577, Loss: 0.0248 Epoch 41 Batch 252/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0217 Epoch 41 Batch 253/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9638, Loss: 0.0179 Epoch 41 Batch 254/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0220 Epoch 41 Batch 255/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9663, Loss: 0.0169 Epoch 41 Batch 256/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9663, Loss: 0.0363 Epoch 41 Batch 257/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9652, Loss: 0.0202 Epoch 41 Batch 258/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9652, Loss: 0.0201 Epoch 41 Batch 259/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 41 Batch 260/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9631, Loss: 0.0155 Epoch 41 Batch 261/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9609, Loss: 0.0203 Epoch 41 Batch 262/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0187 Epoch 41 Batch 263/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0146 Epoch 41 Batch 264/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9595, Loss: 0.0177 Epoch 41 Batch 265/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9595, Loss: 0.0214 Epoch 41 Batch 266/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9599, Loss: 0.0221 Epoch 41 Batch 267/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9567, Loss: 0.0135 Epoch 41 Batch 268/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9542, Loss: 0.0280 Epoch 41 Batch 269/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9595, Loss: 0.0241 Epoch 41 Batch 270/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9513, Loss: 0.0279 Epoch 41 Batch 271/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9513, Loss: 0.0193 Epoch 41 Batch 272/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0473 Epoch 41 Batch 273/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0171 Epoch 41 Batch 274/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9567, Loss: 0.0197 Epoch 41 Batch 275/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9517, Loss: 0.0181 Epoch 41 Batch 276/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9471, Loss: 0.0285 Epoch 41 Batch 277/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9471, Loss: 0.0171 Epoch 41 Batch 278/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9471, Loss: 0.0240 Epoch 41 Batch 279/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9471, Loss: 0.0206 Epoch 41 Batch 280/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9560, Loss: 0.0213 Epoch 41 Batch 281/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9517, Loss: 0.0204 Epoch 41 Batch 282/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9513, Loss: 0.0225 Epoch 41 Batch 283/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9446, Loss: 0.0193 Epoch 41 Batch 284/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0184 Epoch 41 Batch 285/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9489, Loss: 0.0227 Epoch 41 Batch 286/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9457, Loss: 0.0197 Epoch 41 Batch 287/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9503, Loss: 0.0247 Epoch 41 Batch 288/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9506, Loss: 0.0259 Epoch 41 Batch 289/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9506, Loss: 0.0169 Epoch 41 Batch 290/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9439, Loss: 0.0309 Epoch 41 Batch 291/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9439, Loss: 0.0300 Epoch 41 Batch 292/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9435, Loss: 0.0180 Epoch 41 Batch 293/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9442, Loss: 0.0171 Epoch 41 Batch 294/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9442, Loss: 0.0197 Epoch 41 Batch 295/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9442, Loss: 0.0215 Epoch 41 Batch 296/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0226 Epoch 41 Batch 297/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9492, Loss: 0.0232 Epoch 41 Batch 298/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9492, Loss: 0.0270 Epoch 41 Batch 299/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9489, Loss: 0.0208 Epoch 41 Batch 300/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9489, Loss: 0.0171 Epoch 41 Batch 301/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9538, Loss: 0.0154 Epoch 41 Batch 302/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9538, Loss: 0.0202 Epoch 41 Batch 303/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9542, Loss: 0.0233 Epoch 41 Batch 304/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9570, Loss: 0.0217 Epoch 41 Batch 305/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9567, Loss: 0.0167 Epoch 41 Batch 306/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0329 Epoch 41 Batch 307/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9567, Loss: 0.0238 Epoch 41 Batch 308/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9577, Loss: 0.0214 Epoch 41 Batch 309/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9577, Loss: 0.0155 Epoch 41 Batch 310/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9574, Loss: 0.0187 Epoch 41 Batch 311/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9531, Loss: 0.0170 Epoch 41 Batch 312/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9521, Loss: 0.0280 Epoch 41 Batch 313/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0155 Epoch 41 Batch 314/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9513, Loss: 0.0275 Epoch 41 Batch 315/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9510, Loss: 0.0178 Epoch 41 Batch 316/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9538, Loss: 0.0209 Epoch 41 Batch 317/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9442, Loss: 0.0214 Epoch 41 Batch 318/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9435, Loss: 0.0155 Epoch 41 Batch 319/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9435, Loss: 0.0217 Epoch 41 Batch 320/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9428, Loss: 0.0290 Epoch 41 Batch 321/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9428, Loss: 0.0173 Epoch 41 Batch 322/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9453, Loss: 0.0167 Epoch 41 Batch 323/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9435, Loss: 0.0202 Epoch 41 Batch 324/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9460, Loss: 0.0203 Epoch 41 Batch 325/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9503, Loss: 0.0206 Epoch 41 Batch 326/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9510, Loss: 0.0231 Epoch 41 Batch 327/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9510, Loss: 0.0271 Epoch 41 Batch 328/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9457, Loss: 0.0234 Epoch 41 Batch 329/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9506, Loss: 0.0198 Epoch 41 Batch 330/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0187 Epoch 41 Batch 331/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9506, Loss: 0.0193 Epoch 41 Batch 332/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9464, Loss: 0.0154 Epoch 41 Batch 333/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9414, Loss: 0.0174 Epoch 41 Batch 334/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9414, Loss: 0.0172 Epoch 41 Batch 335/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9499, Loss: 0.0239 Epoch 41 Batch 336/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9503, Loss: 0.0568 Epoch 41 Batch 337/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9545, Loss: 0.0198 Epoch 41 Batch 338/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9499, Loss: 0.0326 Epoch 41 Batch 339/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9496, Loss: 0.0126 Epoch 41 Batch 340/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0201 Epoch 41 Batch 341/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9450, Loss: 0.0271 Epoch 41 Batch 342/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9499, Loss: 0.0169 Epoch 41 Batch 343/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9553, Loss: 0.0312 Epoch 41 Batch 344/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9453, Loss: 0.0222 Epoch 41 Batch 345/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9432, Loss: 0.0166 Epoch 41 Batch 346/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9428, Loss: 0.0199 Epoch 41 Batch 347/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9432, Loss: 0.0142 Epoch 41 Batch 348/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9386, Loss: 0.0194 Epoch 41 Batch 349/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9435, Loss: 0.0196 Epoch 41 Batch 350/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9393, Loss: 0.0172 Epoch 41 Batch 351/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9393, Loss: 0.0234 Epoch 41 Batch 352/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9350, Loss: 0.0176 Epoch 41 Batch 353/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9350, Loss: 0.0284 Epoch 41 Batch 354/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9354, Loss: 0.0296 Epoch 41 Batch 355/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9354, Loss: 0.0200 Epoch 41 Batch 356/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9421, Loss: 0.0174 Epoch 41 Batch 357/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9418, Loss: 0.0228 Epoch 41 Batch 358/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9442, Loss: 0.0246 Epoch 41 Batch 359/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9442, Loss: 0.0215 Epoch 41 Batch 360/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9435, Loss: 0.0170 Epoch 41 Batch 361/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9435, Loss: 0.0156 Epoch 41 Batch 362/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9453, Loss: 0.0265 Epoch 41 Batch 363/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9453, Loss: 0.0220 Epoch 41 Batch 364/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9407, Loss: 0.0324 Epoch 41 Batch 365/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9403, Loss: 0.0131 Epoch 41 Batch 366/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9403, Loss: 0.0173 Epoch 41 Batch 367/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9403, Loss: 0.0139 Epoch 41 Batch 368/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9453, Loss: 0.0211 Epoch 41 Batch 369/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9435, Loss: 0.0198 Epoch 41 Batch 370/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9382, Loss: 0.0210 Epoch 41 Batch 371/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9389, Loss: 0.0139 Epoch 41 Batch 372/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9439, Loss: 0.0182 Epoch 41 Batch 373/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9439, Loss: 0.0152 Epoch 41 Batch 374/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9336, Loss: 0.0229 Epoch 41 Batch 375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9336, Loss: 0.0165 Epoch 41 Batch 376/1077 - Train Accuracy: 0.9503, Validation Accuracy: 0.9379, Loss: 0.0270 Epoch 41 Batch 377/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9425, Loss: 0.0206 Epoch 41 Batch 378/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9432, Loss: 0.0155 Epoch 41 Batch 379/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9432, Loss: 0.0267 Epoch 41 Batch 380/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9432, Loss: 0.0178 Epoch 41 Batch 381/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0259 Epoch 41 Batch 382/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9517, Loss: 0.0305 Epoch 41 Batch 383/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9503, Loss: 0.0201 Epoch 41 Batch 384/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9503, Loss: 0.0157 Epoch 41 Batch 385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0169 Epoch 41 Batch 386/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9503, Loss: 0.0182 Epoch 41 Batch 387/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9513, Loss: 0.0188 Epoch 41 Batch 388/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9457, Loss: 0.0319 Epoch 41 Batch 389/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9428, Loss: 0.0232 Epoch 41 Batch 390/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9428, Loss: 0.0300 Epoch 41 Batch 391/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9482, Loss: 0.0220 Epoch 41 Batch 392/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9471, Loss: 0.0327 Epoch 41 Batch 393/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9464, Loss: 0.0208 Epoch 41 Batch 394/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9457, Loss: 0.0237 Epoch 41 Batch 395/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9474, Loss: 0.0178 Epoch 41 Batch 396/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9474, Loss: 0.0209 Epoch 41 Batch 397/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9379, Loss: 0.0215 Epoch 41 Batch 398/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9425, Loss: 0.0212 Epoch 41 Batch 399/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9450, Loss: 0.0241 Epoch 41 Batch 400/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9450, Loss: 0.0227 Epoch 41 Batch 401/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9450, Loss: 0.0172 Epoch 41 Batch 402/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9442, Loss: 0.0182 Epoch 41 Batch 403/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9489, Loss: 0.0351 Epoch 41 Batch 404/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9450, Loss: 0.0236 Epoch 41 Batch 405/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9450, Loss: 0.0264 Epoch 41 Batch 406/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9453, Loss: 0.0205 Epoch 41 Batch 407/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9457, Loss: 0.0223 Epoch 41 Batch 408/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9506, Loss: 0.0250 Epoch 41 Batch 409/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0241 Epoch 41 Batch 410/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9460, Loss: 0.0335 Epoch 41 Batch 411/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9510, Loss: 0.0208 Epoch 41 Batch 412/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9503, Loss: 0.0188 Epoch 41 Batch 413/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9510, Loss: 0.0200 Epoch 41 Batch 414/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9574, Loss: 0.0181 Epoch 41 Batch 415/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9567, Loss: 0.0265 Epoch 41 Batch 416/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0193 Epoch 41 Batch 417/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9545, Loss: 0.0343 Epoch 41 Batch 418/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9595, Loss: 0.0195 Epoch 41 Batch 419/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9592, Loss: 0.0170 Epoch 41 Batch 420/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9592, Loss: 0.0161 Epoch 41 Batch 421/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9560, Loss: 0.0339 Epoch 41 Batch 422/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0184 Epoch 41 Batch 423/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9592, Loss: 0.0253 Epoch 41 Batch 424/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0176 Epoch 41 Batch 425/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9545, Loss: 0.0161 Epoch 41 Batch 426/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9538, Loss: 0.0255 Epoch 41 Batch 427/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9585, Loss: 0.0201 Epoch 41 Batch 428/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9510, Loss: 0.0186 Epoch 41 Batch 429/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9389, Loss: 0.0148 Epoch 41 Batch 430/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9393, Loss: 0.0152 Epoch 41 Batch 431/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9396, Loss: 0.0215 Epoch 41 Batch 432/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9411, Loss: 0.0203 Epoch 41 Batch 433/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9364, Loss: 0.0219 Epoch 41 Batch 434/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9364, Loss: 0.0198 Epoch 41 Batch 435/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9343, Loss: 0.0251 Epoch 41 Batch 436/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9339, Loss: 0.0206 Epoch 41 Batch 437/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9339, Loss: 0.0155 Epoch 41 Batch 438/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9293, Loss: 0.0174 Epoch 41 Batch 439/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9293, Loss: 0.0216 Epoch 41 Batch 440/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0242 Epoch 41 Batch 441/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9361, Loss: 0.0215 Epoch 41 Batch 442/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9354, Loss: 0.0269 Epoch 41 Batch 443/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9354, Loss: 0.0194 Epoch 41 Batch 444/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9354, Loss: 0.0225 Epoch 41 Batch 445/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9308, Loss: 0.0223 Epoch 41 Batch 446/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9332, Loss: 0.0171 Epoch 41 Batch 447/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9290, Loss: 0.0205 Epoch 41 Batch 448/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9343, Loss: 0.0232 Epoch 41 Batch 449/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9371, Loss: 0.0294 Epoch 41 Batch 450/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9375, Loss: 0.0243 Epoch 41 Batch 451/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9425, Loss: 0.0176 Epoch 41 Batch 452/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0193 Epoch 41 Batch 453/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9425, Loss: 0.0213 Epoch 41 Batch 454/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9467, Loss: 0.0333 Epoch 41 Batch 455/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9467, Loss: 0.0217 Epoch 41 Batch 456/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9467, Loss: 0.0268 Epoch 41 Batch 457/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9467, Loss: 0.0169 Epoch 41 Batch 458/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9531, Loss: 0.0260 Epoch 41 Batch 459/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9503, Loss: 0.0195 Epoch 41 Batch 460/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9503, Loss: 0.0243 Epoch 41 Batch 461/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9503, Loss: 0.0216 Epoch 41 Batch 462/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9435, Loss: 0.0202 Epoch 41 Batch 463/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9435, Loss: 0.0209 Epoch 41 Batch 464/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0203 Epoch 41 Batch 465/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9485, Loss: 0.0293 Epoch 41 Batch 466/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0212 Epoch 41 Batch 467/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9425, Loss: 0.0200 Epoch 41 Batch 468/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9446, Loss: 0.0177 Epoch 41 Batch 469/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9403, Loss: 0.0144 Epoch 41 Batch 470/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9293, Loss: 0.0215 Epoch 41 Batch 471/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9343, Loss: 0.0148 Epoch 41 Batch 472/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9343, Loss: 0.0208 Epoch 41 Batch 473/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9343, Loss: 0.0192 Epoch 41 Batch 474/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9297, Loss: 0.0176 Epoch 41 Batch 475/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9350, Loss: 0.0247 Epoch 41 Batch 476/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9389, Loss: 0.0167 Epoch 41 Batch 477/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9389, Loss: 0.0237 Epoch 41 Batch 478/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9343, Loss: 0.0210 Epoch 41 Batch 479/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0275 Epoch 41 Batch 480/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9432, Loss: 0.0200 Epoch 41 Batch 481/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9464, Loss: 0.0199 Epoch 41 Batch 482/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9506, Loss: 0.0199 Epoch 41 Batch 483/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9506, Loss: 0.0292 Epoch 41 Batch 484/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0221 Epoch 41 Batch 485/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9435, Loss: 0.0193 Epoch 41 Batch 486/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9386, Loss: 0.0173 Epoch 41 Batch 487/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9389, Loss: 0.0158 Epoch 41 Batch 488/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9482, Loss: 0.0178 Epoch 41 Batch 489/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9435, Loss: 0.0183 Epoch 41 Batch 490/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9510, Loss: 0.0220 Epoch 41 Batch 491/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9517, Loss: 0.0269 Epoch 41 Batch 492/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0257 Epoch 41 Batch 493/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9464, Loss: 0.0144 Epoch 41 Batch 494/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9457, Loss: 0.0154 Epoch 41 Batch 495/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0183 Epoch 41 Batch 496/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0198 Epoch 41 Batch 497/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9513, Loss: 0.0230 Epoch 41 Batch 498/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9474, Loss: 0.0285 Epoch 41 Batch 499/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9371, Loss: 0.0216 Epoch 41 Batch 500/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9435, Loss: 0.0162 Epoch 41 Batch 501/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9432, Loss: 0.0173 Epoch 41 Batch 502/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9574, Loss: 0.0204 Epoch 41 Batch 503/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9553, Loss: 0.0162 Epoch 41 Batch 504/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0205 Epoch 41 Batch 505/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9556, Loss: 0.0129 Epoch 41 Batch 506/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0239 Epoch 41 Batch 507/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9524, Loss: 0.0277 Epoch 41 Batch 508/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9524, Loss: 0.0157 Epoch 41 Batch 509/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9528, Loss: 0.0250 Epoch 41 Batch 510/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9524, Loss: 0.0193 Epoch 41 Batch 511/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9524, Loss: 0.0194 Epoch 41 Batch 512/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9524, Loss: 0.0158 Epoch 41 Batch 513/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9577, Loss: 0.0233 Epoch 41 Batch 514/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9542, Loss: 0.0201 Epoch 41 Batch 515/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0190 Epoch 41 Batch 516/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9521, Loss: 0.0205 Epoch 41 Batch 517/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9521, Loss: 0.0228 Epoch 41 Batch 518/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9521, Loss: 0.0213 Epoch 41 Batch 519/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0236 Epoch 41 Batch 520/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9464, Loss: 0.0156 Epoch 41 Batch 521/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9496, Loss: 0.0230 Epoch 41 Batch 522/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9542, Loss: 0.0293 Epoch 41 Batch 523/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9446, Loss: 0.0232 Epoch 41 Batch 524/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0242 Epoch 41 Batch 525/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9535, Loss: 0.0190 Epoch 41 Batch 526/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0178 Epoch 41 Batch 527/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9478, Loss: 0.0216 Epoch 41 Batch 528/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9478, Loss: 0.0195 Epoch 41 Batch 529/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0219 Epoch 41 Batch 530/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9524, Loss: 0.0235 Epoch 41 Batch 531/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9524, Loss: 0.0221 Epoch 41 Batch 532/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9524, Loss: 0.0285 Epoch 41 Batch 533/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9524, Loss: 0.0184 Epoch 41 Batch 534/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9524, Loss: 0.0271 Epoch 41 Batch 535/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0233 Epoch 41 Batch 536/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9531, Loss: 0.0221 Epoch 41 Batch 537/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0168 Epoch 41 Batch 538/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0194 Epoch 41 Batch 539/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0240 Epoch 41 Batch 540/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9581, Loss: 0.0134 Epoch 41 Batch 541/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0177 Epoch 41 Batch 542/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0216 Epoch 41 Batch 543/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9585, Loss: 0.0190 Epoch 41 Batch 544/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9467, Loss: 0.0120 Epoch 41 Batch 545/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9510, Loss: 0.0174 Epoch 41 Batch 546/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9510, Loss: 0.0244 Epoch 41 Batch 547/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9506, Loss: 0.0184 Epoch 41 Batch 548/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9457, Loss: 0.0235 Epoch 41 Batch 549/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9457, Loss: 0.0215 Epoch 41 Batch 550/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9471, Loss: 0.0190 Epoch 41 Batch 551/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9464, Loss: 0.0221 Epoch 41 Batch 552/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9489, Loss: 0.0245 Epoch 41 Batch 553/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9460, Loss: 0.0292 Epoch 41 Batch 554/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9464, Loss: 0.0179 Epoch 41 Batch 555/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9464, Loss: 0.0167 Epoch 41 Batch 556/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9471, Loss: 0.0140 Epoch 41 Batch 557/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9467, Loss: 0.0163 Epoch 41 Batch 558/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0163 Epoch 41 Batch 559/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0205 Epoch 41 Batch 560/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9460, Loss: 0.0203 Epoch 41 Batch 561/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9460, Loss: 0.0202 Epoch 41 Batch 562/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9460, Loss: 0.0197 Epoch 41 Batch 563/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9460, Loss: 0.0241 Epoch 41 Batch 564/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9407, Loss: 0.0277 Epoch 41 Batch 565/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9407, Loss: 0.0273 Epoch 41 Batch 566/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9403, Loss: 0.0246 Epoch 41 Batch 567/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0246 Epoch 41 Batch 568/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9542, Loss: 0.0185 Epoch 41 Batch 569/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0255 Epoch 41 Batch 570/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9542, Loss: 0.0288 Epoch 41 Batch 571/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9545, Loss: 0.0149 Epoch 41 Batch 572/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9503, Loss: 0.0227 Epoch 41 Batch 573/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9570, Loss: 0.0357 Epoch 41 Batch 574/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9510, Loss: 0.0250 Epoch 41 Batch 575/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9560, Loss: 0.0176 Epoch 41 Batch 576/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9560, Loss: 0.0214 Epoch 41 Batch 577/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0220 Epoch 41 Batch 578/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0176 Epoch 41 Batch 579/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0200 Epoch 41 Batch 580/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9588, Loss: 0.0155 Epoch 41 Batch 581/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9538, Loss: 0.0139 Epoch 41 Batch 582/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9489, Loss: 0.0157 Epoch 41 Batch 583/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9592, Loss: 0.0246 Epoch 41 Batch 584/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9595, Loss: 0.0207 Epoch 41 Batch 585/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9595, Loss: 0.0139 Epoch 41 Batch 586/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9595, Loss: 0.0166 Epoch 41 Batch 587/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0183 Epoch 41 Batch 588/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9599, Loss: 0.0195 Epoch 41 Batch 589/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9599, Loss: 0.0205 Epoch 41 Batch 590/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9556, Loss: 0.0225 Epoch 41 Batch 591/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9553, Loss: 0.0220 Epoch 41 Batch 592/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9549, Loss: 0.0214 Epoch 41 Batch 593/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9485, Loss: 0.0362 Epoch 41 Batch 594/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9531, Loss: 0.0276 Epoch 41 Batch 595/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9478, Loss: 0.0192 Epoch 41 Batch 596/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0199 Epoch 41 Batch 597/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0178 Epoch 41 Batch 598/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9553, Loss: 0.0222 Epoch 41 Batch 599/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9553, Loss: 0.0348 Epoch 41 Batch 600/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9553, Loss: 0.0225 Epoch 41 Batch 601/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0233 Epoch 41 Batch 602/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9553, Loss: 0.0247 Epoch 41 Batch 603/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9553, Loss: 0.0213 Epoch 41 Batch 604/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9574, Loss: 0.0311 Epoch 41 Batch 605/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9588, Loss: 0.0246 Epoch 41 Batch 606/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9599, Loss: 0.0200 Epoch 41 Batch 607/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9592, Loss: 0.0281 Epoch 41 Batch 608/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9627, Loss: 0.0250 Epoch 41 Batch 609/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9531, Loss: 0.0254 Epoch 41 Batch 610/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9467, Loss: 0.0223 Epoch 41 Batch 611/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9467, Loss: 0.0198 Epoch 41 Batch 612/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9467, Loss: 0.0162 Epoch 41 Batch 613/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9510, Loss: 0.0235 Epoch 41 Batch 614/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9510, Loss: 0.0229 Epoch 41 Batch 615/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9510, Loss: 0.0143 Epoch 41 Batch 616/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9510, Loss: 0.0185 Epoch 41 Batch 617/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9489, Loss: 0.0172 Epoch 41 Batch 618/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0246 Epoch 41 Batch 619/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9478, Loss: 0.0149 Epoch 41 Batch 620/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9489, Loss: 0.0183 Epoch 41 Batch 621/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9489, Loss: 0.0264 Epoch 41 Batch 622/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9418, Loss: 0.0271 Epoch 41 Batch 623/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9407, Loss: 0.0292 Epoch 41 Batch 624/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9428, Loss: 0.0240 Epoch 41 Batch 625/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9499, Loss: 0.0214 Epoch 41 Batch 626/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9499, Loss: 0.0184 Epoch 41 Batch 627/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9499, Loss: 0.0201 Epoch 41 Batch 628/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9453, Loss: 0.0207 Epoch 41 Batch 629/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9517, Loss: 0.0227 Epoch 41 Batch 630/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9538, Loss: 0.0180 Epoch 41 Batch 631/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9538, Loss: 0.0267 Epoch 41 Batch 632/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0163 Epoch 41 Batch 633/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9535, Loss: 0.0196 Epoch 41 Batch 634/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9592, Loss: 0.0145 Epoch 41 Batch 635/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9634, Loss: 0.0227 Epoch 41 Batch 636/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9638, Loss: 0.0247 Epoch 41 Batch 637/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9638, Loss: 0.0240 Epoch 41 Batch 638/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9673, Loss: 0.0214 Epoch 41 Batch 639/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0228 Epoch 41 Batch 640/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9673, Loss: 0.0198 Epoch 41 Batch 641/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9570, Loss: 0.0180 Epoch 41 Batch 642/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9620, Loss: 0.0199 Epoch 41 Batch 643/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0170 Epoch 41 Batch 644/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0177 Epoch 41 Batch 645/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9620, Loss: 0.0281 Epoch 41 Batch 646/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9620, Loss: 0.0212 Epoch 41 Batch 647/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9620, Loss: 0.0253 Epoch 41 Batch 648/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9563, Loss: 0.0147 Epoch 41 Batch 649/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9563, Loss: 0.0182 Epoch 41 Batch 650/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0223 Epoch 41 Batch 651/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9641, Loss: 0.0179 Epoch 41 Batch 652/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9592, Loss: 0.0198 Epoch 41 Batch 653/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9588, Loss: 0.0272 Epoch 41 Batch 654/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9592, Loss: 0.0215 Epoch 41 Batch 655/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9592, Loss: 0.0250 Epoch 41 Batch 656/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9492, Loss: 0.0212 Epoch 41 Batch 657/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9450, Loss: 0.0201 Epoch 41 Batch 658/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9450, Loss: 0.0130 Epoch 41 Batch 659/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9453, Loss: 0.0196 Epoch 41 Batch 660/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0146 Epoch 41 Batch 661/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9450, Loss: 0.0246 Epoch 41 Batch 662/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9478, Loss: 0.0181 Epoch 41 Batch 663/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0179 Epoch 41 Batch 664/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9624, Loss: 0.0232 Epoch 41 Batch 665/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9528, Loss: 0.0142 Epoch 41 Batch 666/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9464, Loss: 0.0214 Epoch 41 Batch 667/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9464, Loss: 0.0233 Epoch 41 Batch 668/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9464, Loss: 0.0201 Epoch 41 Batch 669/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9467, Loss: 0.0178 Epoch 41 Batch 670/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9485, Loss: 0.0214 Epoch 41 Batch 671/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9485, Loss: 0.0217 Epoch 41 Batch 672/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9535, Loss: 0.0161 Epoch 41 Batch 673/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9489, Loss: 0.0233 Epoch 41 Batch 674/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9474, Loss: 0.0200 Epoch 41 Batch 675/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0215 Epoch 41 Batch 676/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9474, Loss: 0.0188 Epoch 41 Batch 677/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9471, Loss: 0.0249 Epoch 41 Batch 678/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9371, Loss: 0.0163 Epoch 41 Batch 679/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9368, Loss: 0.0169 Epoch 41 Batch 680/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9339, Loss: 0.0225 Epoch 41 Batch 681/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9343, Loss: 0.0151 Epoch 41 Batch 682/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9499, Loss: 0.0182 Epoch 41 Batch 683/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9450, Loss: 0.0157 Epoch 41 Batch 684/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9446, Loss: 0.0195 Epoch 41 Batch 685/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9446, Loss: 0.0250 Epoch 41 Batch 686/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9446, Loss: 0.0164 Epoch 41 Batch 687/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9446, Loss: 0.0207 Epoch 41 Batch 688/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9446, Loss: 0.0159 Epoch 41 Batch 689/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9446, Loss: 0.0112 Epoch 41 Batch 690/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0231 Epoch 41 Batch 691/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9510, Loss: 0.0234 Epoch 41 Batch 692/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9510, Loss: 0.0201 Epoch 41 Batch 693/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9510, Loss: 0.0341 Epoch 41 Batch 694/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0167 Epoch 41 Batch 695/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9595, Loss: 0.0205 Epoch 41 Batch 696/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9595, Loss: 0.0186 Epoch 41 Batch 697/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9592, Loss: 0.0213 Epoch 41 Batch 698/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9638, Loss: 0.0160 Epoch 41 Batch 699/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9638, Loss: 0.0149 Epoch 41 Batch 700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0201 Epoch 41 Batch 701/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0194 Epoch 41 Batch 702/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9574, Loss: 0.0301 Epoch 41 Batch 703/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0218 Epoch 41 Batch 704/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9673, Loss: 0.0273 Epoch 41 Batch 705/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9624, Loss: 0.0291 Epoch 41 Batch 706/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9673, Loss: 0.0419 Epoch 41 Batch 707/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9670, Loss: 0.0270 Epoch 41 Batch 708/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9577, Loss: 0.0195 Epoch 41 Batch 709/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0238 Epoch 41 Batch 710/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0139 Epoch 41 Batch 711/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9418, Loss: 0.0242 Epoch 41 Batch 712/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9418, Loss: 0.0196 Epoch 41 Batch 713/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9371, Loss: 0.0207 Epoch 41 Batch 714/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9371, Loss: 0.0208 Epoch 41 Batch 715/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9375, Loss: 0.0207 Epoch 41 Batch 716/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9375, Loss: 0.0178 Epoch 41 Batch 717/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9428, Loss: 0.0135 Epoch 41 Batch 718/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9474, Loss: 0.0232 Epoch 41 Batch 719/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9474, Loss: 0.0224 Epoch 41 Batch 720/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9560, Loss: 0.0271 Epoch 41 Batch 721/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0180 Epoch 41 Batch 722/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9510, Loss: 0.0184 Epoch 41 Batch 723/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9513, Loss: 0.0231 Epoch 41 Batch 724/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9513, Loss: 0.0225 Epoch 41 Batch 725/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9460, Loss: 0.0161 Epoch 41 Batch 726/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9460, Loss: 0.0176 Epoch 41 Batch 727/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9364, Loss: 0.0174 Epoch 41 Batch 728/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9414, Loss: 0.0244 Epoch 41 Batch 729/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9414, Loss: 0.0266 Epoch 41 Batch 730/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9467, Loss: 0.0282 Epoch 41 Batch 731/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9474, Loss: 0.0206 Epoch 41 Batch 732/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9467, Loss: 0.0216 Epoch 41 Batch 733/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9467, Loss: 0.0283 Epoch 41 Batch 734/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9464, Loss: 0.0213 Epoch 41 Batch 735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9418, Loss: 0.0159 Epoch 41 Batch 736/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9418, Loss: 0.0185 Epoch 41 Batch 737/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9411, Loss: 0.0216 Epoch 41 Batch 738/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9368, Loss: 0.0124 Epoch 41 Batch 739/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9375, Loss: 0.0193 Epoch 41 Batch 740/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9418, Loss: 0.0148 Epoch 41 Batch 741/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9467, Loss: 0.0228 Epoch 41 Batch 742/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0193 Epoch 41 Batch 743/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9474, Loss: 0.0165 Epoch 41 Batch 744/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9474, Loss: 0.0242 Epoch 41 Batch 745/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0240 Epoch 41 Batch 746/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9513, Loss: 0.0214 Epoch 41 Batch 747/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9467, Loss: 0.0156 Epoch 41 Batch 748/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9560, Loss: 0.0156 Epoch 41 Batch 749/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9560, Loss: 0.0156 Epoch 41 Batch 750/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9510, Loss: 0.0188 Epoch 41 Batch 751/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9485, Loss: 0.0219 Epoch 41 Batch 752/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9435, Loss: 0.0190 Epoch 41 Batch 753/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9446, Loss: 0.0155 Epoch 41 Batch 754/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0204 Epoch 41 Batch 755/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9453, Loss: 0.0253 Epoch 41 Batch 756/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9474, Loss: 0.0174 Epoch 41 Batch 757/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9474, Loss: 0.0200 Epoch 41 Batch 758/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9524, Loss: 0.0150 Epoch 41 Batch 759/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9574, Loss: 0.0214 Epoch 41 Batch 760/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9581, Loss: 0.0215 Epoch 41 Batch 761/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9581, Loss: 0.0190 Epoch 41 Batch 762/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9581, Loss: 0.0187 Epoch 41 Batch 763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9570, Loss: 0.0239 Epoch 41 Batch 764/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9570, Loss: 0.0171 Epoch 41 Batch 765/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9574, Loss: 0.0238 Epoch 41 Batch 766/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0228 Epoch 41 Batch 767/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9535, Loss: 0.0240 Epoch 41 Batch 768/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9460, Loss: 0.0158 Epoch 41 Batch 769/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0258 Epoch 41 Batch 770/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9496, Loss: 0.0185 Epoch 41 Batch 771/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9489, Loss: 0.0216 Epoch 41 Batch 772/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9489, Loss: 0.0205 Epoch 41 Batch 773/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0163 Epoch 41 Batch 774/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9513, Loss: 0.0200 Epoch 41 Batch 775/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9553, Loss: 0.0189 Epoch 41 Batch 776/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9602, Loss: 0.0211 Epoch 41 Batch 777/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9680, Loss: 0.0152 Epoch 41 Batch 778/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9631, Loss: 0.0228 Epoch 41 Batch 779/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9631, Loss: 0.0185 Epoch 41 Batch 780/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9631, Loss: 0.0283 Epoch 41 Batch 781/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9581, Loss: 0.0226 Epoch 41 Batch 782/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9684, Loss: 0.0211 Epoch 41 Batch 783/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9684, Loss: 0.0273 Epoch 41 Batch 784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9680, Loss: 0.0128 Epoch 41 Batch 785/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9680, Loss: 0.0173 Epoch 41 Batch 786/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9670, Loss: 0.0197 Epoch 41 Batch 787/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9666, Loss: 0.0181 Epoch 41 Batch 788/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9613, Loss: 0.0206 Epoch 41 Batch 789/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9517, Loss: 0.0244 Epoch 41 Batch 790/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9513, Loss: 0.0249 Epoch 41 Batch 791/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9513, Loss: 0.0221 Epoch 41 Batch 792/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9464, Loss: 0.0198 Epoch 41 Batch 793/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9460, Loss: 0.0198 Epoch 41 Batch 794/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9460, Loss: 0.0141 Epoch 41 Batch 795/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0232 Epoch 41 Batch 796/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9510, Loss: 0.0219 Epoch 41 Batch 797/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9567, Loss: 0.0241 Epoch 41 Batch 798/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9513, Loss: 0.0207 Epoch 41 Batch 799/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9517, Loss: 0.0304 Epoch 41 Batch 800/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9545, Loss: 0.0178 Epoch 41 Batch 801/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9545, Loss: 0.0195 Epoch 41 Batch 802/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9538, Loss: 0.0312 Epoch 41 Batch 803/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9482, Loss: 0.0193 Epoch 41 Batch 804/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9535, Loss: 0.0143 Epoch 41 Batch 805/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9439, Loss: 0.0248 Epoch 41 Batch 806/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9442, Loss: 0.0150 Epoch 41 Batch 807/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9421, Loss: 0.0152 Epoch 41 Batch 808/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0306 Epoch 41 Batch 809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9428, Loss: 0.0341 Epoch 41 Batch 810/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9403, Loss: 0.0195 Epoch 41 Batch 811/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9403, Loss: 0.0259 Epoch 41 Batch 812/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9400, Loss: 0.0227 Epoch 41 Batch 813/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9400, Loss: 0.0220 Epoch 41 Batch 814/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9421, Loss: 0.0229 Epoch 41 Batch 815/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9464, Loss: 0.0262 Epoch 41 Batch 816/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9560, Loss: 0.0178 Epoch 41 Batch 817/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9556, Loss: 0.0191 Epoch 41 Batch 818/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0242 Epoch 41 Batch 819/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0193 Epoch 41 Batch 820/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0185 Epoch 41 Batch 821/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0221 Epoch 41 Batch 822/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0159 Epoch 41 Batch 823/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9510, Loss: 0.0203 Epoch 41 Batch 824/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9510, Loss: 0.0266 Epoch 41 Batch 825/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9489, Loss: 0.0128 Epoch 41 Batch 826/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9464, Loss: 0.0159 Epoch 41 Batch 827/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0208 Epoch 41 Batch 828/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9467, Loss: 0.0150 Epoch 41 Batch 829/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9467, Loss: 0.0299 Epoch 41 Batch 830/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0268 Epoch 41 Batch 831/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0211 Epoch 41 Batch 832/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9517, Loss: 0.0161 Epoch 41 Batch 833/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9538, Loss: 0.0215 Epoch 41 Batch 834/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9570, Loss: 0.0210 Epoch 41 Batch 835/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0193 Epoch 41 Batch 836/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0171 Epoch 41 Batch 837/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9616, Loss: 0.0253 Epoch 41 Batch 838/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0196 Epoch 41 Batch 839/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0135 Epoch 41 Batch 840/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9577, Loss: 0.0221 Epoch 41 Batch 841/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9528, Loss: 0.0326 Epoch 41 Batch 842/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9471, Loss: 0.0182 Epoch 41 Batch 843/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9400, Loss: 0.0169 Epoch 41 Batch 844/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0194 Epoch 41 Batch 845/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0211 Epoch 41 Batch 846/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9616, Loss: 0.0286 Epoch 41 Batch 847/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9634, Loss: 0.0249 Epoch 41 Batch 848/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9688, Loss: 0.0195 Epoch 41 Batch 849/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9695, Loss: 0.0137 Epoch 41 Batch 850/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9705, Loss: 0.0303 Epoch 41 Batch 851/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9773, Loss: 0.0288 Epoch 41 Batch 852/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9723, Loss: 0.0281 Epoch 41 Batch 853/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9716, Loss: 0.0194 Epoch 41 Batch 854/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9666, Loss: 0.0198 Epoch 41 Batch 855/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9688, Loss: 0.0286 Epoch 41 Batch 856/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9691, Loss: 0.0234 Epoch 41 Batch 857/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9695, Loss: 0.0151 Epoch 41 Batch 858/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9695, Loss: 0.0156 Epoch 41 Batch 859/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9691, Loss: 0.0205 Epoch 41 Batch 860/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9702, Loss: 0.0245 Epoch 41 Batch 861/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9638, Loss: 0.0185 Epoch 41 Batch 862/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9585, Loss: 0.0212 Epoch 41 Batch 863/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9585, Loss: 0.0202 Epoch 41 Batch 864/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9620, Loss: 0.0245 Epoch 41 Batch 865/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9670, Loss: 0.0236 Epoch 41 Batch 866/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9702, Loss: 0.0238 Epoch 41 Batch 867/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9705, Loss: 0.0582 Epoch 41 Batch 868/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9691, Loss: 0.0224 Epoch 41 Batch 869/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9691, Loss: 0.0175 Epoch 41 Batch 870/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9641, Loss: 0.0173 Epoch 41 Batch 871/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9645, Loss: 0.0177 Epoch 41 Batch 872/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9645, Loss: 0.0202 Epoch 41 Batch 873/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9613, Loss: 0.0188 Epoch 41 Batch 874/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9613, Loss: 0.0241 Epoch 41 Batch 875/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0187 Epoch 41 Batch 876/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9478, Loss: 0.0188 Epoch 41 Batch 877/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9478, Loss: 0.0187 Epoch 41 Batch 878/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9467, Loss: 0.0176 Epoch 41 Batch 879/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9489, Loss: 0.0159 Epoch 41 Batch 880/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0240 Epoch 41 Batch 881/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9535, Loss: 0.0207 Epoch 41 Batch 882/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9585, Loss: 0.0202 Epoch 41 Batch 883/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9585, Loss: 0.0280 Epoch 41 Batch 884/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0214 Epoch 41 Batch 885/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9538, Loss: 0.0132 Epoch 41 Batch 886/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9538, Loss: 0.0185 Epoch 41 Batch 887/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9567, Loss: 0.0228 Epoch 41 Batch 888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9567, Loss: 0.0221 Epoch 41 Batch 889/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9567, Loss: 0.0235 Epoch 41 Batch 890/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9521, Loss: 0.0227 Epoch 41 Batch 891/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9567, Loss: 0.0176 Epoch 41 Batch 892/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0183 Epoch 41 Batch 893/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0187 Epoch 41 Batch 894/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0164 Epoch 41 Batch 895/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9592, Loss: 0.0194 Epoch 41 Batch 896/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9521, Loss: 0.0170 Epoch 41 Batch 897/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9567, Loss: 0.0178 Epoch 41 Batch 898/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9545, Loss: 0.0212 Epoch 41 Batch 899/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9609, Loss: 0.0233 Epoch 41 Batch 900/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0266 Epoch 41 Batch 901/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9553, Loss: 0.0305 Epoch 41 Batch 902/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9560, Loss: 0.0293 Epoch 41 Batch 903/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9563, Loss: 0.0212 Epoch 41 Batch 904/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9563, Loss: 0.0202 Epoch 41 Batch 905/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9613, Loss: 0.0163 Epoch 41 Batch 906/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0202 Epoch 41 Batch 907/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9606, Loss: 0.0217 Epoch 41 Batch 908/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0201 Epoch 41 Batch 909/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9581, Loss: 0.0265 Epoch 41 Batch 910/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9581, Loss: 0.0244 Epoch 41 Batch 911/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9581, Loss: 0.0260 Epoch 41 Batch 912/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0234 Epoch 41 Batch 913/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9553, Loss: 0.0265 Epoch 41 Batch 914/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9553, Loss: 0.0527 Epoch 41 Batch 915/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9602, Loss: 0.0190 Epoch 41 Batch 916/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9631, Loss: 0.0196 Epoch 41 Batch 917/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9581, Loss: 0.0254 Epoch 41 Batch 918/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9624, Loss: 0.0215 Epoch 41 Batch 919/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9581, Loss: 0.0152 Epoch 41 Batch 920/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0175 Epoch 41 Batch 921/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0238 Epoch 41 Batch 922/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9510, Loss: 0.0185 Epoch 41 Batch 923/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9570, Loss: 0.0119 Epoch 41 Batch 924/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9535, Loss: 0.0245 Epoch 41 Batch 925/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9535, Loss: 0.0149 Epoch 41 Batch 926/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9535, Loss: 0.0213 Epoch 41 Batch 927/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0229 Epoch 41 Batch 928/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0198 Epoch 41 Batch 929/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9492, Loss: 0.0174 Epoch 41 Batch 930/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0173 Epoch 41 Batch 931/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9553, Loss: 0.0205 Epoch 41 Batch 932/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0195 Epoch 41 Batch 933/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9496, Loss: 0.0206 Epoch 41 Batch 934/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9513, Loss: 0.0172 Epoch 41 Batch 935/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0175 Epoch 41 Batch 936/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9613, Loss: 0.0287 Epoch 41 Batch 937/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9652, Loss: 0.0306 Epoch 41 Batch 938/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9602, Loss: 0.0265 Epoch 41 Batch 939/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0239 Epoch 41 Batch 940/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0194 Epoch 41 Batch 941/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9538, Loss: 0.0239 Epoch 41 Batch 942/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9599, Loss: 0.0256 Epoch 41 Batch 943/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9553, Loss: 0.0153 Epoch 41 Batch 944/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9553, Loss: 0.0183 Epoch 41 Batch 945/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9553, Loss: 0.0143 Epoch 41 Batch 946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9553, Loss: 0.0154 Epoch 41 Batch 947/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9553, Loss: 0.0222 Epoch 41 Batch 948/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9492, Loss: 0.0243 Epoch 41 Batch 949/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9492, Loss: 0.0177 Epoch 41 Batch 950/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9506, Loss: 0.0182 Epoch 41 Batch 951/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9570, Loss: 0.0225 Epoch 41 Batch 952/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9542, Loss: 0.0138 Epoch 41 Batch 953/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9545, Loss: 0.0201 Epoch 41 Batch 954/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9638, Loss: 0.0266 Epoch 41 Batch 955/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0226 Epoch 41 Batch 956/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9627, Loss: 0.0214 Epoch 41 Batch 957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9631, Loss: 0.0134 Epoch 41 Batch 958/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9542, Loss: 0.0204 Epoch 41 Batch 959/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9542, Loss: 0.0221 Epoch 41 Batch 960/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9496, Loss: 0.0197 Epoch 41 Batch 961/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0142 Epoch 41 Batch 962/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0234 Epoch 41 Batch 963/1077 - Train Accuracy: 0.9735, Validation Accuracy: 0.9656, Loss: 0.0268 Epoch 41 Batch 964/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9680, Loss: 0.0184 Epoch 41 Batch 965/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9680, Loss: 0.0374 Epoch 41 Batch 966/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9680, Loss: 0.0178 Epoch 41 Batch 967/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9588, Loss: 0.0243 Epoch 41 Batch 968/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9517, Loss: 0.0263 Epoch 41 Batch 969/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9560, Loss: 0.0280 Epoch 41 Batch 970/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9517, Loss: 0.0167 Epoch 41 Batch 971/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9567, Loss: 0.0299 Epoch 41 Batch 972/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9542, Loss: 0.0259 Epoch 41 Batch 973/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9595, Loss: 0.0151 Epoch 41 Batch 974/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9595, Loss: 0.0159 Epoch 41 Batch 975/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9645, Loss: 0.0181 Epoch 41 Batch 976/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0178 Epoch 41 Batch 977/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9556, Loss: 0.0138 Epoch 41 Batch 978/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9577, Loss: 0.0253 Epoch 41 Batch 979/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9585, Loss: 0.0176 Epoch 41 Batch 980/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9538, Loss: 0.0202 Epoch 41 Batch 981/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9485, Loss: 0.0255 Epoch 41 Batch 982/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9538, Loss: 0.0234 Epoch 41 Batch 983/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9560, Loss: 0.0194 Epoch 41 Batch 984/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9560, Loss: 0.0265 Epoch 41 Batch 985/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0190 Epoch 41 Batch 986/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0236 Epoch 41 Batch 987/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9521, Loss: 0.0170 Epoch 41 Batch 988/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0233 Epoch 41 Batch 989/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9414, Loss: 0.0247 Epoch 41 Batch 990/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9446, Loss: 0.0234 Epoch 41 Batch 991/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9553, Loss: 0.0200 Epoch 41 Batch 992/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9506, Loss: 0.0247 Epoch 41 Batch 993/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0159 Epoch 41 Batch 994/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9506, Loss: 0.0167 Epoch 41 Batch 995/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0182 Epoch 41 Batch 996/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0260 Epoch 41 Batch 997/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9464, Loss: 0.0222 Epoch 41 Batch 998/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9464, Loss: 0.0169 Epoch 41 Batch 999/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9464, Loss: 0.0234 Epoch 41 Batch 1000/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9464, Loss: 0.0215 Epoch 41 Batch 1001/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9528, Loss: 0.0191 Epoch 41 Batch 1002/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9528, Loss: 0.0136 Epoch 41 Batch 1003/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9524, Loss: 0.0196 Epoch 41 Batch 1004/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9482, Loss: 0.0191 Epoch 41 Batch 1005/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9489, Loss: 0.0206 Epoch 41 Batch 1006/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9489, Loss: 0.0188 Epoch 41 Batch 1007/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9489, Loss: 0.0160 Epoch 41 Batch 1008/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0230 Epoch 41 Batch 1009/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9460, Loss: 0.0138 Epoch 41 Batch 1010/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9460, Loss: 0.0188 Epoch 41 Batch 1011/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9442, Loss: 0.0186 Epoch 41 Batch 1012/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9464, Loss: 0.0168 Epoch 41 Batch 1013/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9464, Loss: 0.0146 Epoch 41 Batch 1014/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9471, Loss: 0.0212 Epoch 41 Batch 1015/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9513, Loss: 0.0246 Epoch 41 Batch 1016/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9513, Loss: 0.0170 Epoch 41 Batch 1017/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9492, Loss: 0.0198 Epoch 41 Batch 1018/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9496, Loss: 0.0268 Epoch 41 Batch 1019/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9556, Loss: 0.0296 Epoch 41 Batch 1020/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0159 Epoch 41 Batch 1021/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9599, Loss: 0.0164 Epoch 41 Batch 1022/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9556, Loss: 0.0147 Epoch 41 Batch 1023/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9599, Loss: 0.0195 Epoch 41 Batch 1024/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9695, Loss: 0.0267 Epoch 41 Batch 1025/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9648, Loss: 0.0206 Epoch 41 Batch 1026/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9631, Loss: 0.0237 Epoch 41 Batch 1027/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9585, Loss: 0.0181 Epoch 41 Batch 1028/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0204 Epoch 41 Batch 1029/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0182 Epoch 41 Batch 1030/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9684, Loss: 0.0175 Epoch 41 Batch 1031/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9606, Loss: 0.0256 Epoch 41 Batch 1032/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0215 Epoch 41 Batch 1033/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9545, Loss: 0.0199 Epoch 41 Batch 1034/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9542, Loss: 0.0190 Epoch 41 Batch 1035/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9496, Loss: 0.0155 Epoch 41 Batch 1036/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9485, Loss: 0.0235 Epoch 41 Batch 1037/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0206 Epoch 41 Batch 1038/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9535, Loss: 0.0230 Epoch 41 Batch 1039/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0225 Epoch 41 Batch 1040/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9421, Loss: 0.0205 Epoch 41 Batch 1041/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9421, Loss: 0.0281 Epoch 41 Batch 1042/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0184 Epoch 41 Batch 1043/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0268 Epoch 41 Batch 1044/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9549, Loss: 0.0199 Epoch 41 Batch 1045/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0214 Epoch 41 Batch 1046/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9556, Loss: 0.0124 Epoch 41 Batch 1047/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0197 Epoch 41 Batch 1048/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0259 Epoch 41 Batch 1049/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9595, Loss: 0.0195 Epoch 41 Batch 1050/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9595, Loss: 0.0148 Epoch 41 Batch 1051/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9531, Loss: 0.0255 Epoch 41 Batch 1052/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9581, Loss: 0.0207 Epoch 41 Batch 1053/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9673, Loss: 0.0236 Epoch 41 Batch 1054/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9627, Loss: 0.0234 Epoch 41 Batch 1055/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9627, Loss: 0.0229 Epoch 41 Batch 1056/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9627, Loss: 0.0170 Epoch 41 Batch 1057/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9677, Loss: 0.0195 Epoch 41 Batch 1058/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9588, Loss: 0.0220 Epoch 41 Batch 1059/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9489, Loss: 0.0252 Epoch 41 Batch 1060/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9432, Loss: 0.0171 Epoch 41 Batch 1061/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9357, Loss: 0.0277 Epoch 41 Batch 1062/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9464, Loss: 0.0238 Epoch 41 Batch 1063/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9563, Loss: 0.0229 Epoch 41 Batch 1064/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0220 Epoch 41 Batch 1065/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0176 Epoch 41 Batch 1066/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9531, Loss: 0.0166 Epoch 41 Batch 1067/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9485, Loss: 0.0199 Epoch 41 Batch 1068/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9439, Loss: 0.0139 Epoch 41 Batch 1069/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9442, Loss: 0.0141 Epoch 41 Batch 1070/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9414, Loss: 0.0180 Epoch 41 Batch 1071/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9485, Loss: 0.0211 Epoch 41 Batch 1072/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9492, Loss: 0.0178 Epoch 41 Batch 1073/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9492, Loss: 0.0216 Epoch 41 Batch 1074/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9496, Loss: 0.0270 Epoch 41 Batch 1075/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0261 Epoch 42 Batch 1/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0161 Epoch 42 Batch 2/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9585, Loss: 0.0187 Epoch 42 Batch 3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9585, Loss: 0.0281 Epoch 42 Batch 4/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9577, Loss: 0.0176 Epoch 42 Batch 5/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9577, Loss: 0.0280 Epoch 42 Batch 6/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9577, Loss: 0.0137 Epoch 42 Batch 7/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9577, Loss: 0.0194 Epoch 42 Batch 8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9631, Loss: 0.0186 Epoch 42 Batch 9/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9627, Loss: 0.0164 Epoch 42 Batch 10/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9652, Loss: 0.0203 Epoch 42 Batch 11/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9606, Loss: 0.0290 Epoch 42 Batch 12/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9549, Loss: 0.0177 Epoch 42 Batch 13/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9549, Loss: 0.0332 Epoch 42 Batch 14/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9631, Loss: 0.0148 Epoch 42 Batch 15/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0161 Epoch 42 Batch 16/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9542, Loss: 0.0256 Epoch 42 Batch 17/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9492, Loss: 0.0195 Epoch 42 Batch 18/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0188 Epoch 42 Batch 19/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9510, Loss: 0.0171 Epoch 42 Batch 20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9510, Loss: 0.0170 Epoch 42 Batch 21/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9563, Loss: 0.0262 Epoch 42 Batch 22/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9499, Loss: 0.0193 Epoch 42 Batch 23/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9499, Loss: 0.0155 Epoch 42 Batch 24/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0249 Epoch 42 Batch 25/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9478, Loss: 0.0146 Epoch 42 Batch 26/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0276 Epoch 42 Batch 27/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9567, Loss: 0.0131 Epoch 42 Batch 28/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9549, Loss: 0.0200 Epoch 42 Batch 29/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9595, Loss: 0.0203 Epoch 42 Batch 30/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0167 Epoch 42 Batch 31/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9595, Loss: 0.0182 Epoch 42 Batch 32/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9627, Loss: 0.0159 Epoch 42 Batch 33/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9627, Loss: 0.0151 Epoch 42 Batch 34/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0227 Epoch 42 Batch 35/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0221 Epoch 42 Batch 36/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0180 Epoch 42 Batch 37/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9663, Loss: 0.0239 Epoch 42 Batch 38/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9666, Loss: 0.0255 Epoch 42 Batch 39/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9666, Loss: 0.0240 Epoch 42 Batch 40/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0191 Epoch 42 Batch 41/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9585, Loss: 0.0159 Epoch 42 Batch 42/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9620, Loss: 0.0274 Epoch 42 Batch 43/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9620, Loss: 0.0124 Epoch 42 Batch 44/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9652, Loss: 0.0126 Epoch 42 Batch 45/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0206 Epoch 42 Batch 46/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9631, Loss: 0.0236 Epoch 42 Batch 47/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0216 Epoch 42 Batch 48/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0268 Epoch 42 Batch 49/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9585, Loss: 0.0281 Epoch 42 Batch 50/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9535, Loss: 0.0171 Epoch 42 Batch 51/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0221 Epoch 42 Batch 52/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9446, Loss: 0.0273 Epoch 42 Batch 53/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9467, Loss: 0.0241 Epoch 42 Batch 54/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0404 Epoch 42 Batch 55/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9510, Loss: 0.0142 Epoch 42 Batch 56/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9506, Loss: 0.0135 Epoch 42 Batch 57/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9467, Loss: 0.0240 Epoch 42 Batch 58/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0209 Epoch 42 Batch 59/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9545, Loss: 0.0226 Epoch 42 Batch 60/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9453, Loss: 0.0141 Epoch 42 Batch 61/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9411, Loss: 0.0195 Epoch 42 Batch 62/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9457, Loss: 0.0254 Epoch 42 Batch 63/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9503, Loss: 0.0177 Epoch 42 Batch 64/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0192 Epoch 42 Batch 65/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9545, Loss: 0.0262 Epoch 42 Batch 66/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9549, Loss: 0.0118 Epoch 42 Batch 67/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0199 Epoch 42 Batch 68/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9613, Loss: 0.0287 Epoch 42 Batch 69/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9613, Loss: 0.0282 Epoch 42 Batch 70/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9641, Loss: 0.0269 Epoch 42 Batch 71/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9545, Loss: 0.0142 Epoch 42 Batch 72/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9549, Loss: 0.0198 Epoch 42 Batch 73/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9567, Loss: 0.0201 Epoch 42 Batch 74/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9521, Loss: 0.0192 Epoch 42 Batch 75/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9464, Loss: 0.0275 Epoch 42 Batch 76/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9418, Loss: 0.0168 Epoch 42 Batch 77/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9521, Loss: 0.0220 Epoch 42 Batch 78/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9503, Loss: 0.0199 Epoch 42 Batch 79/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0170 Epoch 42 Batch 80/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9464, Loss: 0.0191 Epoch 42 Batch 81/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9442, Loss: 0.0158 Epoch 42 Batch 82/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9538, Loss: 0.0232 Epoch 42 Batch 83/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9538, Loss: 0.0150 Epoch 42 Batch 84/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9613, Loss: 0.0192 Epoch 42 Batch 85/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9609, Loss: 0.0187 Epoch 42 Batch 86/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0236 Epoch 42 Batch 87/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9648, Loss: 0.0285 Epoch 42 Batch 88/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9648, Loss: 0.0241 Epoch 42 Batch 89/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9656, Loss: 0.0205 Epoch 42 Batch 90/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9659, Loss: 0.0170 Epoch 42 Batch 91/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9652, Loss: 0.0182 Epoch 42 Batch 92/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9602, Loss: 0.0200 Epoch 42 Batch 93/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9549, Loss: 0.0169 Epoch 42 Batch 94/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9553, Loss: 0.0182 Epoch 42 Batch 95/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9553, Loss: 0.0182 Epoch 42 Batch 96/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0226 Epoch 42 Batch 97/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0224 Epoch 42 Batch 98/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9574, Loss: 0.0246 Epoch 42 Batch 99/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9553, Loss: 0.0186 Epoch 42 Batch 100/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9553, Loss: 0.0187 Epoch 42 Batch 101/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9553, Loss: 0.0186 Epoch 42 Batch 102/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9545, Loss: 0.0118 Epoch 42 Batch 103/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9492, Loss: 0.0259 Epoch 42 Batch 104/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9492, Loss: 0.0229 Epoch 42 Batch 105/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9510, Loss: 0.0164 Epoch 42 Batch 106/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9467, Loss: 0.0217 Epoch 42 Batch 107/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9471, Loss: 0.0229 Epoch 42 Batch 108/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9517, Loss: 0.0304 Epoch 42 Batch 109/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9513, Loss: 0.0213 Epoch 42 Batch 110/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9513, Loss: 0.0179 Epoch 42 Batch 111/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9538, Loss: 0.0194 Epoch 42 Batch 112/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9482, Loss: 0.0154 Epoch 42 Batch 113/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0268 Epoch 42 Batch 114/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9535, Loss: 0.0146 Epoch 42 Batch 115/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9631, Loss: 0.0240 Epoch 42 Batch 116/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9684, Loss: 0.0308 Epoch 42 Batch 117/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0178 Epoch 42 Batch 118/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9659, Loss: 0.0216 Epoch 42 Batch 119/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9609, Loss: 0.0124 Epoch 42 Batch 120/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9592, Loss: 0.0243 Epoch 42 Batch 121/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9691, Loss: 0.0222 Epoch 42 Batch 122/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9698, Loss: 0.0188 Epoch 42 Batch 123/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9645, Loss: 0.0170 Epoch 42 Batch 124/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9595, Loss: 0.0225 Epoch 42 Batch 125/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9599, Loss: 0.0278 Epoch 42 Batch 126/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9510, Loss: 0.0233 Epoch 42 Batch 127/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0199 Epoch 42 Batch 128/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9528, Loss: 0.0217 Epoch 42 Batch 129/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0262 Epoch 42 Batch 130/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9538, Loss: 0.0167 Epoch 42 Batch 131/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9542, Loss: 0.0252 Epoch 42 Batch 132/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0194 Epoch 42 Batch 133/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9606, Loss: 0.0144 Epoch 42 Batch 134/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9577, Loss: 0.0195 Epoch 42 Batch 135/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9531, Loss: 0.0226 Epoch 42 Batch 136/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9535, Loss: 0.0143 Epoch 42 Batch 137/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9535, Loss: 0.0203 Epoch 42 Batch 138/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9535, Loss: 0.0243 Epoch 42 Batch 139/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9588, Loss: 0.0190 Epoch 42 Batch 140/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9570, Loss: 0.0166 Epoch 42 Batch 141/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9634, Loss: 0.0167 Epoch 42 Batch 142/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9652, Loss: 0.0184 Epoch 42 Batch 143/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9652, Loss: 0.0212 Epoch 42 Batch 144/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9624, Loss: 0.0272 Epoch 42 Batch 145/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9577, Loss: 0.0220 Epoch 42 Batch 146/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9496, Loss: 0.0595 Epoch 42 Batch 147/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9499, Loss: 0.0179 Epoch 42 Batch 148/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9496, Loss: 0.0243 Epoch 42 Batch 149/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9538, Loss: 0.0164 Epoch 42 Batch 150/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9535, Loss: 0.0220 Epoch 42 Batch 151/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9489, Loss: 0.0148 Epoch 42 Batch 152/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9542, Loss: 0.0246 Epoch 42 Batch 153/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9556, Loss: 0.0306 Epoch 42 Batch 154/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9563, Loss: 0.0212 Epoch 42 Batch 155/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9641, Loss: 0.0208 Epoch 42 Batch 156/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9599, Loss: 0.0169 Epoch 42 Batch 157/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9556, Loss: 0.0173 Epoch 42 Batch 158/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9609, Loss: 0.0201 Epoch 42 Batch 159/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9609, Loss: 0.0211 Epoch 42 Batch 160/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0172 Epoch 42 Batch 161/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9656, Loss: 0.0138 Epoch 42 Batch 162/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0203 Epoch 42 Batch 163/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9680, Loss: 0.0291 Epoch 42 Batch 164/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9680, Loss: 0.0223 Epoch 42 Batch 165/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9716, Loss: 0.0304 Epoch 42 Batch 166/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0213 Epoch 42 Batch 167/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9656, Loss: 0.0176 Epoch 42 Batch 168/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9538, Loss: 0.0269 Epoch 42 Batch 169/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0199 Epoch 42 Batch 170/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9542, Loss: 0.0235 Epoch 42 Batch 171/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9538, Loss: 0.0198 Epoch 42 Batch 172/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9450, Loss: 0.0194 Epoch 42 Batch 173/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9574, Loss: 0.0238 Epoch 42 Batch 174/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0127 Epoch 42 Batch 175/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9570, Loss: 0.0292 Epoch 42 Batch 176/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9656, Loss: 0.0254 Epoch 42 Batch 177/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9659, Loss: 0.0197 Epoch 42 Batch 178/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9567, Loss: 0.0196 Epoch 42 Batch 179/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9538, Loss: 0.0214 Epoch 42 Batch 180/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9538, Loss: 0.0181 Epoch 42 Batch 181/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0335 Epoch 42 Batch 182/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9624, Loss: 0.0283 Epoch 42 Batch 183/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9656, Loss: 0.0243 Epoch 42 Batch 184/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9663, Loss: 0.0253 Epoch 42 Batch 185/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9663, Loss: 0.0254 Epoch 42 Batch 186/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9631, Loss: 0.0197 Epoch 42 Batch 187/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9560, Loss: 0.0156 Epoch 42 Batch 188/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0241 Epoch 42 Batch 189/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0235 Epoch 42 Batch 190/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0179 Epoch 42 Batch 191/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9457, Loss: 0.0187 Epoch 42 Batch 192/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9474, Loss: 0.0237 Epoch 42 Batch 193/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0225 Epoch 42 Batch 194/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9595, Loss: 0.0158 Epoch 42 Batch 195/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0184 Epoch 42 Batch 196/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9531, Loss: 0.0175 Epoch 42 Batch 197/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9581, Loss: 0.0231 Epoch 42 Batch 198/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9609, Loss: 0.0225 Epoch 42 Batch 199/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0161 Epoch 42 Batch 200/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9577, Loss: 0.0193 Epoch 42 Batch 201/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9570, Loss: 0.0198 Epoch 42 Batch 202/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0203 Epoch 42 Batch 203/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9616, Loss: 0.0248 Epoch 42 Batch 204/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0373 Epoch 42 Batch 205/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9570, Loss: 0.0306 Epoch 42 Batch 206/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9524, Loss: 0.0152 Epoch 42 Batch 207/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9556, Loss: 0.0189 Epoch 42 Batch 208/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9556, Loss: 0.0207 Epoch 42 Batch 209/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9556, Loss: 0.0161 Epoch 42 Batch 210/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9531, Loss: 0.0194 Epoch 42 Batch 211/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9570, Loss: 0.0205 Epoch 42 Batch 212/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9570, Loss: 0.0159 Epoch 42 Batch 213/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0189 Epoch 42 Batch 214/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0192 Epoch 42 Batch 215/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9666, Loss: 0.0240 Epoch 42 Batch 216/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9702, Loss: 0.0184 Epoch 42 Batch 217/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9648, Loss: 0.0146 Epoch 42 Batch 218/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9673, Loss: 0.0270 Epoch 42 Batch 219/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9638, Loss: 0.0177 Epoch 42 Batch 220/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9634, Loss: 0.0222 Epoch 42 Batch 221/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9606, Loss: 0.0220 Epoch 42 Batch 222/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9648, Loss: 0.0206 Epoch 42 Batch 223/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9535, Loss: 0.0214 Epoch 42 Batch 224/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9535, Loss: 0.0186 Epoch 42 Batch 225/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0254 Epoch 42 Batch 226/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0214 Epoch 42 Batch 227/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0248 Epoch 42 Batch 228/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0181 Epoch 42 Batch 229/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9570, Loss: 0.0187 Epoch 42 Batch 230/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9567, Loss: 0.0207 Epoch 42 Batch 231/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0263 Epoch 42 Batch 232/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9510, Loss: 0.0197 Epoch 42 Batch 233/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9460, Loss: 0.0238 Epoch 42 Batch 234/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9457, Loss: 0.0237 Epoch 42 Batch 235/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9503, Loss: 0.0236 Epoch 42 Batch 236/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9503, Loss: 0.0215 Epoch 42 Batch 237/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9411, Loss: 0.0158 Epoch 42 Batch 238/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9467, Loss: 0.0208 Epoch 42 Batch 239/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9517, Loss: 0.0138 Epoch 42 Batch 240/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9521, Loss: 0.0152 Epoch 42 Batch 241/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0146 Epoch 42 Batch 242/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0182 Epoch 42 Batch 243/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0262 Epoch 42 Batch 244/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9556, Loss: 0.0191 Epoch 42 Batch 245/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9556, Loss: 0.0196 Epoch 42 Batch 246/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9556, Loss: 0.0163 Epoch 42 Batch 247/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9602, Loss: 0.0213 Epoch 42 Batch 248/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9602, Loss: 0.0200 Epoch 42 Batch 249/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0195 Epoch 42 Batch 250/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9659, Loss: 0.0211 Epoch 42 Batch 251/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0259 Epoch 42 Batch 252/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9517, Loss: 0.0246 Epoch 42 Batch 253/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9524, Loss: 0.0202 Epoch 42 Batch 254/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0252 Epoch 42 Batch 255/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9616, Loss: 0.0178 Epoch 42 Batch 256/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9695, Loss: 0.0356 Epoch 42 Batch 257/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9748, Loss: 0.0219 Epoch 42 Batch 258/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9727, Loss: 0.0179 Epoch 42 Batch 259/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9695, Loss: 0.0180 Epoch 42 Batch 260/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9695, Loss: 0.0161 Epoch 42 Batch 261/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9698, Loss: 0.0216 Epoch 42 Batch 262/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9677, Loss: 0.0214 Epoch 42 Batch 263/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9656, Loss: 0.0136 Epoch 42 Batch 264/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9751, Loss: 0.0199 Epoch 42 Batch 265/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9744, Loss: 0.0177 Epoch 42 Batch 266/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9656, Loss: 0.0233 Epoch 42 Batch 267/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9595, Loss: 0.0178 Epoch 42 Batch 268/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9595, Loss: 0.0253 Epoch 42 Batch 269/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9595, Loss: 0.0243 Epoch 42 Batch 270/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9613, Loss: 0.0274 Epoch 42 Batch 271/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0234 Epoch 42 Batch 272/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9471, Loss: 0.0483 Epoch 42 Batch 273/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0158 Epoch 42 Batch 274/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9474, Loss: 0.0210 Epoch 42 Batch 275/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9606, Loss: 0.0176 Epoch 42 Batch 276/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9606, Loss: 0.0291 Epoch 42 Batch 277/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9510, Loss: 0.0169 Epoch 42 Batch 278/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9464, Loss: 0.0276 Epoch 42 Batch 279/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9446, Loss: 0.0243 Epoch 42 Batch 280/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9446, Loss: 0.0213 Epoch 42 Batch 281/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9421, Loss: 0.0210 Epoch 42 Batch 282/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9467, Loss: 0.0251 Epoch 42 Batch 283/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9471, Loss: 0.0192 Epoch 42 Batch 284/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9467, Loss: 0.0199 Epoch 42 Batch 285/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9489, Loss: 0.0224 Epoch 42 Batch 286/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9489, Loss: 0.0179 Epoch 42 Batch 287/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9517, Loss: 0.0275 Epoch 42 Batch 288/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9542, Loss: 0.0294 Epoch 42 Batch 289/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0174 Epoch 42 Batch 290/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0320 Epoch 42 Batch 291/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9485, Loss: 0.0325 Epoch 42 Batch 292/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9482, Loss: 0.0164 Epoch 42 Batch 293/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9482, Loss: 0.0163 Epoch 42 Batch 294/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9464, Loss: 0.0204 Epoch 42 Batch 295/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9464, Loss: 0.0205 Epoch 42 Batch 296/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9464, Loss: 0.0155 Epoch 42 Batch 297/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9513, Loss: 0.0206 Epoch 42 Batch 298/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9492, Loss: 0.0266 Epoch 42 Batch 299/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9496, Loss: 0.0208 Epoch 42 Batch 300/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9499, Loss: 0.0164 Epoch 42 Batch 301/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9499, Loss: 0.0164 Epoch 42 Batch 302/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9499, Loss: 0.0221 Epoch 42 Batch 303/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0272 Epoch 42 Batch 304/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9609, Loss: 0.0193 Epoch 42 Batch 305/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0196 Epoch 42 Batch 306/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9631, Loss: 0.0341 Epoch 42 Batch 307/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9613, Loss: 0.0197 Epoch 42 Batch 308/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9613, Loss: 0.0217 Epoch 42 Batch 309/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9670, Loss: 0.0161 Epoch 42 Batch 310/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0206 Epoch 42 Batch 311/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0199 Epoch 42 Batch 312/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9624, Loss: 0.0255 Epoch 42 Batch 313/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0157 Epoch 42 Batch 314/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0285 Epoch 42 Batch 315/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9595, Loss: 0.0193 Epoch 42 Batch 316/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0227 Epoch 42 Batch 317/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9560, Loss: 0.0199 Epoch 42 Batch 318/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9556, Loss: 0.0159 Epoch 42 Batch 319/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9521, Loss: 0.0266 Epoch 42 Batch 320/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9577, Loss: 0.0317 Epoch 42 Batch 321/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0182 Epoch 42 Batch 322/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9577, Loss: 0.0154 Epoch 42 Batch 323/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0206 Epoch 42 Batch 324/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9563, Loss: 0.0198 Epoch 42 Batch 325/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9538, Loss: 0.0211 Epoch 42 Batch 326/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9538, Loss: 0.0176 Epoch 42 Batch 327/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0290 Epoch 42 Batch 328/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9517, Loss: 0.0199 Epoch 42 Batch 329/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9474, Loss: 0.0233 Epoch 42 Batch 330/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9471, Loss: 0.0183 Epoch 42 Batch 331/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9471, Loss: 0.0202 Epoch 42 Batch 332/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9496, Loss: 0.0134 Epoch 42 Batch 333/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9499, Loss: 0.0179 Epoch 42 Batch 334/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9499, Loss: 0.0156 Epoch 42 Batch 335/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9521, Loss: 0.0208 Epoch 42 Batch 336/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9521, Loss: 0.0578 Epoch 42 Batch 337/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0197 Epoch 42 Batch 338/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9563, Loss: 0.0297 Epoch 42 Batch 339/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9471, Loss: 0.0147 Epoch 42 Batch 340/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9588, Loss: 0.0184 Epoch 42 Batch 341/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0278 Epoch 42 Batch 342/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9570, Loss: 0.0163 Epoch 42 Batch 343/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9574, Loss: 0.0263 Epoch 42 Batch 344/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9563, Loss: 0.0226 Epoch 42 Batch 345/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9560, Loss: 0.0147 Epoch 42 Batch 346/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9428, Loss: 0.0182 Epoch 42 Batch 347/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9411, Loss: 0.0146 Epoch 42 Batch 348/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9506, Loss: 0.0193 Epoch 42 Batch 349/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9457, Loss: 0.0173 Epoch 42 Batch 350/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9457, Loss: 0.0163 Epoch 42 Batch 351/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9411, Loss: 0.0231 Epoch 42 Batch 352/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9325, Loss: 0.0146 Epoch 42 Batch 353/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9418, Loss: 0.0223 Epoch 42 Batch 354/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9471, Loss: 0.0212 Epoch 42 Batch 355/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0200 Epoch 42 Batch 356/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9549, Loss: 0.0183 Epoch 42 Batch 357/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0248 Epoch 42 Batch 358/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9542, Loss: 0.0215 Epoch 42 Batch 359/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9549, Loss: 0.0209 Epoch 42 Batch 360/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9517, Loss: 0.0159 Epoch 42 Batch 361/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9435, Loss: 0.0138 Epoch 42 Batch 362/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9432, Loss: 0.0235 Epoch 42 Batch 363/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9428, Loss: 0.0221 Epoch 42 Batch 364/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0272 Epoch 42 Batch 365/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9403, Loss: 0.0112 Epoch 42 Batch 366/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9403, Loss: 0.0146 Epoch 42 Batch 367/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9400, Loss: 0.0151 Epoch 42 Batch 368/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9396, Loss: 0.0193 Epoch 42 Batch 369/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9446, Loss: 0.0163 Epoch 42 Batch 370/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9450, Loss: 0.0189 Epoch 42 Batch 371/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9450, Loss: 0.0137 Epoch 42 Batch 372/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9432, Loss: 0.0154 Epoch 42 Batch 373/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9432, Loss: 0.0133 Epoch 42 Batch 374/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9361, Loss: 0.0266 Epoch 42 Batch 375/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9442, Loss: 0.0162 Epoch 42 Batch 376/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9414, Loss: 0.0232 Epoch 42 Batch 377/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9489, Loss: 0.0189 Epoch 42 Batch 378/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9435, Loss: 0.0162 Epoch 42 Batch 379/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0300 Epoch 42 Batch 380/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9382, Loss: 0.0156 Epoch 42 Batch 381/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9375, Loss: 0.0244 Epoch 42 Batch 382/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9403, Loss: 0.0305 Epoch 42 Batch 383/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9453, Loss: 0.0207 Epoch 42 Batch 384/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9453, Loss: 0.0132 Epoch 42 Batch 385/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9453, Loss: 0.0155 Epoch 42 Batch 386/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9506, Loss: 0.0169 Epoch 42 Batch 387/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0156 Epoch 42 Batch 388/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9464, Loss: 0.0267 Epoch 42 Batch 389/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9460, Loss: 0.0212 Epoch 42 Batch 390/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0307 Epoch 42 Batch 391/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9563, Loss: 0.0217 Epoch 42 Batch 392/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9446, Loss: 0.0280 Epoch 42 Batch 393/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9489, Loss: 0.0174 Epoch 42 Batch 394/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9425, Loss: 0.0179 Epoch 42 Batch 395/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9425, Loss: 0.0174 Epoch 42 Batch 396/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9425, Loss: 0.0225 Epoch 42 Batch 397/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9474, Loss: 0.0248 Epoch 42 Batch 398/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9474, Loss: 0.0202 Epoch 42 Batch 399/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9567, Loss: 0.0214 Epoch 42 Batch 400/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9517, Loss: 0.0203 Epoch 42 Batch 401/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9517, Loss: 0.0189 Epoch 42 Batch 402/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0168 Epoch 42 Batch 403/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9521, Loss: 0.0302 Epoch 42 Batch 404/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9467, Loss: 0.0224 Epoch 42 Batch 405/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9425, Loss: 0.0232 Epoch 42 Batch 406/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9425, Loss: 0.0181 Epoch 42 Batch 407/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9425, Loss: 0.0226 Epoch 42 Batch 408/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9432, Loss: 0.0207 Epoch 42 Batch 409/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9432, Loss: 0.0247 Epoch 42 Batch 410/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9457, Loss: 0.0350 Epoch 42 Batch 411/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9457, Loss: 0.0203 Epoch 42 Batch 412/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9453, Loss: 0.0176 Epoch 42 Batch 413/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9457, Loss: 0.0163 Epoch 42 Batch 414/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9425, Loss: 0.0195 Epoch 42 Batch 415/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9474, Loss: 0.0248 Epoch 42 Batch 416/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9407, Loss: 0.0183 Epoch 42 Batch 417/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9407, Loss: 0.0294 Epoch 42 Batch 418/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9386, Loss: 0.0173 Epoch 42 Batch 419/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9432, Loss: 0.0193 Epoch 42 Batch 420/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9496, Loss: 0.0150 Epoch 42 Batch 421/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9446, Loss: 0.0305 Epoch 42 Batch 422/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9386, Loss: 0.0162 Epoch 42 Batch 423/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9474, Loss: 0.0212 Epoch 42 Batch 424/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0170 Epoch 42 Batch 425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9471, Loss: 0.0152 Epoch 42 Batch 426/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9428, Loss: 0.0229 Epoch 42 Batch 427/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9407, Loss: 0.0194 Epoch 42 Batch 428/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9400, Loss: 0.0170 Epoch 42 Batch 429/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9407, Loss: 0.0182 Epoch 42 Batch 430/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9450, Loss: 0.0168 Epoch 42 Batch 431/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9450, Loss: 0.0176 Epoch 42 Batch 432/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9407, Loss: 0.0225 Epoch 42 Batch 433/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9411, Loss: 0.0217 Epoch 42 Batch 434/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9414, Loss: 0.0155 Epoch 42 Batch 435/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9393, Loss: 0.0234 Epoch 42 Batch 436/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9347, Loss: 0.0223 Epoch 42 Batch 437/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9343, Loss: 0.0157 Epoch 42 Batch 438/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9343, Loss: 0.0177 Epoch 42 Batch 439/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9293, Loss: 0.0190 Epoch 42 Batch 440/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9293, Loss: 0.0222 Epoch 42 Batch 441/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9393, Loss: 0.0249 Epoch 42 Batch 442/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9467, Loss: 0.0262 Epoch 42 Batch 443/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9471, Loss: 0.0165 Epoch 42 Batch 444/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9467, Loss: 0.0191 Epoch 42 Batch 445/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9411, Loss: 0.0202 Epoch 42 Batch 446/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9357, Loss: 0.0155 Epoch 42 Batch 447/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9407, Loss: 0.0185 Epoch 42 Batch 448/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9506, Loss: 0.0237 Epoch 42 Batch 449/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9524, Loss: 0.0267 Epoch 42 Batch 450/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9460, Loss: 0.0258 Epoch 42 Batch 451/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9496, Loss: 0.0176 Epoch 42 Batch 452/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0172 Epoch 42 Batch 453/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9492, Loss: 0.0228 Epoch 42 Batch 454/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9492, Loss: 0.0310 Epoch 42 Batch 455/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0199 Epoch 42 Batch 456/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0275 Epoch 42 Batch 457/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9513, Loss: 0.0173 Epoch 42 Batch 458/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9570, Loss: 0.0241 Epoch 42 Batch 459/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9588, Loss: 0.0222 Epoch 42 Batch 460/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0257 Epoch 42 Batch 461/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0182 Epoch 42 Batch 462/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9588, Loss: 0.0191 Epoch 42 Batch 463/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9631, Loss: 0.0196 Epoch 42 Batch 464/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0207 Epoch 42 Batch 465/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9631, Loss: 0.0313 Epoch 42 Batch 466/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9627, Loss: 0.0191 Epoch 42 Batch 467/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0189 Epoch 42 Batch 468/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9492, Loss: 0.0165 Epoch 42 Batch 469/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9492, Loss: 0.0163 Epoch 42 Batch 470/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9482, Loss: 0.0202 Epoch 42 Batch 471/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9414, Loss: 0.0154 Epoch 42 Batch 472/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9460, Loss: 0.0197 Epoch 42 Batch 473/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9460, Loss: 0.0183 Epoch 42 Batch 474/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9428, Loss: 0.0179 Epoch 42 Batch 475/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9407, Loss: 0.0211 Epoch 42 Batch 476/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9403, Loss: 0.0162 Epoch 42 Batch 477/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9435, Loss: 0.0220 Epoch 42 Batch 478/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9489, Loss: 0.0213 Epoch 42 Batch 479/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9492, Loss: 0.0271 Epoch 42 Batch 480/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9439, Loss: 0.0225 Epoch 42 Batch 481/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9439, Loss: 0.0179 Epoch 42 Batch 482/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9485, Loss: 0.0183 Epoch 42 Batch 483/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9485, Loss: 0.0288 Epoch 42 Batch 484/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9442, Loss: 0.0190 Epoch 42 Batch 485/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9442, Loss: 0.0193 Epoch 42 Batch 486/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9446, Loss: 0.0167 Epoch 42 Batch 487/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9418, Loss: 0.0157 Epoch 42 Batch 488/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9418, Loss: 0.0167 Epoch 42 Batch 489/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0190 Epoch 42 Batch 490/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9414, Loss: 0.0224 Epoch 42 Batch 491/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9414, Loss: 0.0266 Epoch 42 Batch 492/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9418, Loss: 0.0245 Epoch 42 Batch 493/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9418, Loss: 0.0130 Epoch 42 Batch 494/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9457, Loss: 0.0164 Epoch 42 Batch 495/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9521, Loss: 0.0215 Epoch 42 Batch 496/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0172 Epoch 42 Batch 497/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9627, Loss: 0.0199 Epoch 42 Batch 498/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9631, Loss: 0.0269 Epoch 42 Batch 499/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9631, Loss: 0.0202 Epoch 42 Batch 500/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0169 Epoch 42 Batch 501/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0161 Epoch 42 Batch 502/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9670, Loss: 0.0229 Epoch 42 Batch 503/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9670, Loss: 0.0177 Epoch 42 Batch 504/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9666, Loss: 0.0172 Epoch 42 Batch 505/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9670, Loss: 0.0111 Epoch 42 Batch 506/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9620, Loss: 0.0247 Epoch 42 Batch 507/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9574, Loss: 0.0230 Epoch 42 Batch 508/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9570, Loss: 0.0149 Epoch 42 Batch 509/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9528, Loss: 0.0268 Epoch 42 Batch 510/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9524, Loss: 0.0164 Epoch 42 Batch 511/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9528, Loss: 0.0192 Epoch 42 Batch 512/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9574, Loss: 0.0146 Epoch 42 Batch 513/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9577, Loss: 0.0234 Epoch 42 Batch 514/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9581, Loss: 0.0215 Epoch 42 Batch 515/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9581, Loss: 0.0212 Epoch 42 Batch 516/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9599, Loss: 0.0191 Epoch 42 Batch 517/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9599, Loss: 0.0215 Epoch 42 Batch 518/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9556, Loss: 0.0213 Epoch 42 Batch 519/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9467, Loss: 0.0259 Epoch 42 Batch 520/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9510, Loss: 0.0141 Epoch 42 Batch 521/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9446, Loss: 0.0194 Epoch 42 Batch 522/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9478, Loss: 0.0264 Epoch 42 Batch 523/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9428, Loss: 0.0213 Epoch 42 Batch 524/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9492, Loss: 0.0238 Epoch 42 Batch 525/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9439, Loss: 0.0221 Epoch 42 Batch 526/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9485, Loss: 0.0185 Epoch 42 Batch 527/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9482, Loss: 0.0218 Epoch 42 Batch 528/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9432, Loss: 0.0197 Epoch 42 Batch 529/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9474, Loss: 0.0200 Epoch 42 Batch 530/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9474, Loss: 0.0229 Epoch 42 Batch 531/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9474, Loss: 0.0221 Epoch 42 Batch 532/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9524, Loss: 0.0330 Epoch 42 Batch 533/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9450, Loss: 0.0183 Epoch 42 Batch 534/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9496, Loss: 0.0222 Epoch 42 Batch 535/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9542, Loss: 0.0174 Epoch 42 Batch 536/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9542, Loss: 0.0252 Epoch 42 Batch 537/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9592, Loss: 0.0165 Epoch 42 Batch 538/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9592, Loss: 0.0185 Epoch 42 Batch 539/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9595, Loss: 0.0271 Epoch 42 Batch 540/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9595, Loss: 0.0117 Epoch 42 Batch 541/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9645, Loss: 0.0168 Epoch 42 Batch 542/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0223 Epoch 42 Batch 543/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9645, Loss: 0.0167 Epoch 42 Batch 544/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0119 Epoch 42 Batch 545/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9560, Loss: 0.0184 Epoch 42 Batch 546/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0264 Epoch 42 Batch 547/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0180 Epoch 42 Batch 548/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0197 Epoch 42 Batch 549/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9517, Loss: 0.0212 Epoch 42 Batch 550/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9446, Loss: 0.0193 Epoch 42 Batch 551/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9457, Loss: 0.0232 Epoch 42 Batch 552/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9428, Loss: 0.0245 Epoch 42 Batch 553/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0281 Epoch 42 Batch 554/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9531, Loss: 0.0202 Epoch 42 Batch 555/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9535, Loss: 0.0182 Epoch 42 Batch 556/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9531, Loss: 0.0161 Epoch 42 Batch 557/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9485, Loss: 0.0171 Epoch 42 Batch 558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9528, Loss: 0.0145 Epoch 42 Batch 559/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0205 Epoch 42 Batch 560/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0188 Epoch 42 Batch 561/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9570, Loss: 0.0180 Epoch 42 Batch 562/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9574, Loss: 0.0185 Epoch 42 Batch 563/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9510, Loss: 0.0250 Epoch 42 Batch 564/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9464, Loss: 0.0261 Epoch 42 Batch 565/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9450, Loss: 0.0264 Epoch 42 Batch 566/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9442, Loss: 0.0200 Epoch 42 Batch 567/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0195 Epoch 42 Batch 568/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9549, Loss: 0.0166 Epoch 42 Batch 569/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9609, Loss: 0.0227 Epoch 42 Batch 570/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9609, Loss: 0.0278 Epoch 42 Batch 571/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0154 Epoch 42 Batch 572/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0200 Epoch 42 Batch 573/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9592, Loss: 0.0364 Epoch 42 Batch 574/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9592, Loss: 0.0240 Epoch 42 Batch 575/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0176 Epoch 42 Batch 576/1077 - Train Accuracy: 0.9971, Validation Accuracy: 0.9560, Loss: 0.0190 Epoch 42 Batch 577/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9538, Loss: 0.0227 Epoch 42 Batch 578/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0160 Epoch 42 Batch 579/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0201 Epoch 42 Batch 580/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9563, Loss: 0.0182 Epoch 42 Batch 581/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0128 Epoch 42 Batch 582/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9513, Loss: 0.0180 Epoch 42 Batch 583/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9460, Loss: 0.0240 Epoch 42 Batch 584/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9524, Loss: 0.0236 Epoch 42 Batch 585/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9545, Loss: 0.0129 Epoch 42 Batch 586/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9545, Loss: 0.0179 Epoch 42 Batch 587/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9599, Loss: 0.0219 Epoch 42 Batch 588/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9599, Loss: 0.0196 Epoch 42 Batch 589/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9599, Loss: 0.0155 Epoch 42 Batch 590/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9620, Loss: 0.0205 Epoch 42 Batch 591/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9620, Loss: 0.0218 Epoch 42 Batch 592/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0174 Epoch 42 Batch 593/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9627, Loss: 0.0360 Epoch 42 Batch 594/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9585, Loss: 0.0253 Epoch 42 Batch 595/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9585, Loss: 0.0198 Epoch 42 Batch 596/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9585, Loss: 0.0195 Epoch 42 Batch 597/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0185 Epoch 42 Batch 598/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9528, Loss: 0.0204 Epoch 42 Batch 599/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9631, Loss: 0.0371 Epoch 42 Batch 600/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0221 Epoch 42 Batch 601/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9627, Loss: 0.0211 Epoch 42 Batch 602/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0203 Epoch 42 Batch 603/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9627, Loss: 0.0227 Epoch 42 Batch 604/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0317 Epoch 42 Batch 605/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9624, Loss: 0.0256 Epoch 42 Batch 606/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9624, Loss: 0.0174 Epoch 42 Batch 607/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9673, Loss: 0.0252 Epoch 42 Batch 608/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9638, Loss: 0.0279 Epoch 42 Batch 609/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9638, Loss: 0.0276 Epoch 42 Batch 610/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9638, Loss: 0.0250 Epoch 42 Batch 611/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9574, Loss: 0.0209 Epoch 42 Batch 612/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9574, Loss: 0.0187 Epoch 42 Batch 613/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9595, Loss: 0.0199 Epoch 42 Batch 614/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9595, Loss: 0.0215 Epoch 42 Batch 615/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9595, Loss: 0.0161 Epoch 42 Batch 616/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9663, Loss: 0.0193 Epoch 42 Batch 617/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9620, Loss: 0.0187 Epoch 42 Batch 618/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9570, Loss: 0.0219 Epoch 42 Batch 619/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9567, Loss: 0.0150 Epoch 42 Batch 620/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9567, Loss: 0.0176 Epoch 42 Batch 621/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9560, Loss: 0.0278 Epoch 42 Batch 622/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0253 Epoch 42 Batch 623/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9549, Loss: 0.0259 Epoch 42 Batch 624/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9620, Loss: 0.0210 Epoch 42 Batch 625/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0222 Epoch 42 Batch 626/1077 - Train Accuracy: 0.9545, Validation Accuracy: 0.9592, Loss: 0.0205 Epoch 42 Batch 627/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0218 Epoch 42 Batch 628/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0219 Epoch 42 Batch 629/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9535, Loss: 0.0280 Epoch 42 Batch 630/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9535, Loss: 0.0232 Epoch 42 Batch 631/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0246 Epoch 42 Batch 632/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9549, Loss: 0.0156 Epoch 42 Batch 633/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9641, Loss: 0.0179 Epoch 42 Batch 634/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9517, Loss: 0.0160 Epoch 42 Batch 635/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9517, Loss: 0.0275 Epoch 42 Batch 636/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9567, Loss: 0.0242 Epoch 42 Batch 637/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9567, Loss: 0.0183 Epoch 42 Batch 638/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9567, Loss: 0.0183 Epoch 42 Batch 639/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0248 Epoch 42 Batch 640/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9663, Loss: 0.0172 Epoch 42 Batch 641/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9670, Loss: 0.0241 Epoch 42 Batch 642/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9695, Loss: 0.0192 Epoch 42 Batch 643/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9744, Loss: 0.0170 Epoch 42 Batch 644/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9730, Loss: 0.0193 Epoch 42 Batch 645/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9677, Loss: 0.0287 Epoch 42 Batch 646/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9648, Loss: 0.0238 Epoch 42 Batch 647/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9648, Loss: 0.0243 Epoch 42 Batch 648/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0176 Epoch 42 Batch 649/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9599, Loss: 0.0188 Epoch 42 Batch 650/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9606, Loss: 0.0220 Epoch 42 Batch 651/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0184 Epoch 42 Batch 652/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9549, Loss: 0.0214 Epoch 42 Batch 653/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0240 Epoch 42 Batch 654/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9528, Loss: 0.0203 Epoch 42 Batch 655/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9524, Loss: 0.0255 Epoch 42 Batch 656/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9545, Loss: 0.0215 Epoch 42 Batch 657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9496, Loss: 0.0231 Epoch 42 Batch 658/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9521, Loss: 0.0129 Epoch 42 Batch 659/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9521, Loss: 0.0193 Epoch 42 Batch 660/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9513, Loss: 0.0159 Epoch 42 Batch 661/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0190 Epoch 42 Batch 662/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9528, Loss: 0.0192 Epoch 42 Batch 663/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9485, Loss: 0.0167 Epoch 42 Batch 664/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9531, Loss: 0.0225 Epoch 42 Batch 665/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9574, Loss: 0.0161 Epoch 42 Batch 666/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9549, Loss: 0.0217 Epoch 42 Batch 667/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9599, Loss: 0.0242 Epoch 42 Batch 668/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0221 Epoch 42 Batch 669/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9542, Loss: 0.0168 Epoch 42 Batch 670/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9542, Loss: 0.0189 Epoch 42 Batch 671/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9542, Loss: 0.0208 Epoch 42 Batch 672/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9542, Loss: 0.0203 Epoch 42 Batch 673/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9542, Loss: 0.0230 Epoch 42 Batch 674/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9542, Loss: 0.0200 Epoch 42 Batch 675/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9542, Loss: 0.0264 Epoch 42 Batch 676/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9542, Loss: 0.0166 Epoch 42 Batch 677/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9545, Loss: 0.0210 Epoch 42 Batch 678/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9538, Loss: 0.0122 Epoch 42 Batch 679/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9450, Loss: 0.0177 Epoch 42 Batch 680/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9499, Loss: 0.0221 Epoch 42 Batch 681/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9450, Loss: 0.0178 Epoch 42 Batch 682/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9549, Loss: 0.0183 Epoch 42 Batch 683/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9499, Loss: 0.0168 Epoch 42 Batch 684/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9499, Loss: 0.0208 Epoch 42 Batch 685/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9478, Loss: 0.0263 Epoch 42 Batch 686/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9570, Loss: 0.0167 Epoch 42 Batch 687/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9666, Loss: 0.0174 Epoch 42 Batch 688/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9577, Loss: 0.0157 Epoch 42 Batch 689/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9620, Loss: 0.0109 Epoch 42 Batch 690/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0194 Epoch 42 Batch 691/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9599, Loss: 0.0184 Epoch 42 Batch 692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0192 Epoch 42 Batch 693/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9702, Loss: 0.0327 Epoch 42 Batch 694/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9698, Loss: 0.0159 Epoch 42 Batch 695/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9698, Loss: 0.0223 Epoch 42 Batch 696/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9673, Loss: 0.0174 Epoch 42 Batch 697/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9673, Loss: 0.0215 Epoch 42 Batch 698/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9624, Loss: 0.0178 Epoch 42 Batch 699/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9620, Loss: 0.0190 Epoch 42 Batch 700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9471, Loss: 0.0189 Epoch 42 Batch 701/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9464, Loss: 0.0191 Epoch 42 Batch 702/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9464, Loss: 0.0329 Epoch 42 Batch 703/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0210 Epoch 42 Batch 704/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9627, Loss: 0.0271 Epoch 42 Batch 705/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9631, Loss: 0.0210 Epoch 42 Batch 706/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9627, Loss: 0.0470 Epoch 42 Batch 707/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9624, Loss: 0.0252 Epoch 42 Batch 708/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9581, Loss: 0.0172 Epoch 42 Batch 709/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9624, Loss: 0.0230 Epoch 42 Batch 710/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0160 Epoch 42 Batch 711/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9528, Loss: 0.0251 Epoch 42 Batch 712/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9574, Loss: 0.0176 Epoch 42 Batch 713/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0172 Epoch 42 Batch 714/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0220 Epoch 42 Batch 715/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9521, Loss: 0.0195 Epoch 42 Batch 716/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9521, Loss: 0.0154 Epoch 42 Batch 717/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9474, Loss: 0.0146 Epoch 42 Batch 718/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0212 Epoch 42 Batch 719/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9513, Loss: 0.0210 Epoch 42 Batch 720/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9510, Loss: 0.0257 Epoch 42 Batch 721/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0196 Epoch 42 Batch 722/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9560, Loss: 0.0177 Epoch 42 Batch 723/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9528, Loss: 0.0200 Epoch 42 Batch 724/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9535, Loss: 0.0216 Epoch 42 Batch 725/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9670, Loss: 0.0150 Epoch 42 Batch 726/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9677, Loss: 0.0128 Epoch 42 Batch 727/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0196 Epoch 42 Batch 728/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9673, Loss: 0.0256 Epoch 42 Batch 729/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9627, Loss: 0.0229 Epoch 42 Batch 730/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9627, Loss: 0.0309 Epoch 42 Batch 731/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9585, Loss: 0.0191 Epoch 42 Batch 732/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9538, Loss: 0.0223 Epoch 42 Batch 733/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9538, Loss: 0.0214 Epoch 42 Batch 734/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9538, Loss: 0.0155 Epoch 42 Batch 735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0200 Epoch 42 Batch 736/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9567, Loss: 0.0197 Epoch 42 Batch 737/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0267 Epoch 42 Batch 738/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9574, Loss: 0.0132 Epoch 42 Batch 739/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0190 Epoch 42 Batch 740/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0137 Epoch 42 Batch 741/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9624, Loss: 0.0251 Epoch 42 Batch 742/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9631, Loss: 0.0187 Epoch 42 Batch 743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9627, Loss: 0.0199 Epoch 42 Batch 744/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0247 Epoch 42 Batch 745/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9634, Loss: 0.0219 Epoch 42 Batch 746/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0190 Epoch 42 Batch 747/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9563, Loss: 0.0155 Epoch 42 Batch 748/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9563, Loss: 0.0163 Epoch 42 Batch 749/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9577, Loss: 0.0182 Epoch 42 Batch 750/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0188 Epoch 42 Batch 751/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0197 Epoch 42 Batch 752/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9560, Loss: 0.0195 Epoch 42 Batch 753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9556, Loss: 0.0168 Epoch 42 Batch 754/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9592, Loss: 0.0208 Epoch 42 Batch 755/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0283 Epoch 42 Batch 756/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0185 Epoch 42 Batch 757/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9567, Loss: 0.0204 Epoch 42 Batch 758/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9574, Loss: 0.0167 Epoch 42 Batch 759/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9574, Loss: 0.0198 Epoch 42 Batch 760/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9574, Loss: 0.0192 Epoch 42 Batch 761/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0175 Epoch 42 Batch 762/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9528, Loss: 0.0173 Epoch 42 Batch 763/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0214 Epoch 42 Batch 764/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9585, Loss: 0.0168 Epoch 42 Batch 765/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9588, Loss: 0.0250 Epoch 42 Batch 766/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9634, Loss: 0.0280 Epoch 42 Batch 767/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0219 Epoch 42 Batch 768/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9581, Loss: 0.0182 Epoch 42 Batch 769/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9549, Loss: 0.0236 Epoch 42 Batch 770/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0175 Epoch 42 Batch 771/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0187 Epoch 42 Batch 772/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0186 Epoch 42 Batch 773/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0174 Epoch 42 Batch 774/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9627, Loss: 0.0192 Epoch 42 Batch 775/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9734, Loss: 0.0172 Epoch 42 Batch 776/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9638, Loss: 0.0222 Epoch 42 Batch 777/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0167 Epoch 42 Batch 778/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9609, Loss: 0.0235 Epoch 42 Batch 779/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0176 Epoch 42 Batch 780/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9684, Loss: 0.0295 Epoch 42 Batch 781/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0167 Epoch 42 Batch 782/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9684, Loss: 0.0199 Epoch 42 Batch 783/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9606, Loss: 0.0234 Epoch 42 Batch 784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9606, Loss: 0.0131 Epoch 42 Batch 785/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9606, Loss: 0.0168 Epoch 42 Batch 786/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9606, Loss: 0.0176 Epoch 42 Batch 787/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9677, Loss: 0.0179 Epoch 42 Batch 788/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9570, Loss: 0.0255 Epoch 42 Batch 789/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9577, Loss: 0.0185 Epoch 42 Batch 790/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9553, Loss: 0.0287 Epoch 42 Batch 791/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9553, Loss: 0.0220 Epoch 42 Batch 792/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9506, Loss: 0.0209 Epoch 42 Batch 793/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9482, Loss: 0.0212 Epoch 42 Batch 794/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0142 Epoch 42 Batch 795/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9531, Loss: 0.0266 Epoch 42 Batch 796/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0208 Epoch 42 Batch 797/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9513, Loss: 0.0212 Epoch 42 Batch 798/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9513, Loss: 0.0189 Epoch 42 Batch 799/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9521, Loss: 0.0306 Epoch 42 Batch 800/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9521, Loss: 0.0190 Epoch 42 Batch 801/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9531, Loss: 0.0185 Epoch 42 Batch 802/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9581, Loss: 0.0257 Epoch 42 Batch 803/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9506, Loss: 0.0178 Epoch 42 Batch 804/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9442, Loss: 0.0130 Epoch 42 Batch 805/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9499, Loss: 0.0212 Epoch 42 Batch 806/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9499, Loss: 0.0168 Epoch 42 Batch 807/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9496, Loss: 0.0157 Epoch 42 Batch 808/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9482, Loss: 0.0328 Epoch 42 Batch 809/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9482, Loss: 0.0362 Epoch 42 Batch 810/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9435, Loss: 0.0173 Epoch 42 Batch 811/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9435, Loss: 0.0209 Epoch 42 Batch 812/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9382, Loss: 0.0229 Epoch 42 Batch 813/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9428, Loss: 0.0208 Epoch 42 Batch 814/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0223 Epoch 42 Batch 815/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0245 Epoch 42 Batch 816/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9673, Loss: 0.0157 Epoch 42 Batch 817/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9677, Loss: 0.0182 Epoch 42 Batch 818/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9673, Loss: 0.0217 Epoch 42 Batch 819/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0231 Epoch 42 Batch 820/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0175 Epoch 42 Batch 821/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9695, Loss: 0.0201 Epoch 42 Batch 822/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0139 Epoch 42 Batch 823/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9645, Loss: 0.0218 Epoch 42 Batch 824/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9663, Loss: 0.0231 Epoch 42 Batch 825/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9638, Loss: 0.0113 Epoch 42 Batch 826/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9592, Loss: 0.0169 Epoch 42 Batch 827/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9553, Loss: 0.0219 Epoch 42 Batch 828/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9535, Loss: 0.0186 Epoch 42 Batch 829/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0275 Epoch 42 Batch 830/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9577, Loss: 0.0248 Epoch 42 Batch 831/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9581, Loss: 0.0229 Epoch 42 Batch 832/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0156 Epoch 42 Batch 833/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9599, Loss: 0.0198 Epoch 42 Batch 834/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9627, Loss: 0.0206 Epoch 42 Batch 835/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9627, Loss: 0.0168 Epoch 42 Batch 836/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9535, Loss: 0.0162 Epoch 42 Batch 837/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0298 Epoch 42 Batch 838/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9535, Loss: 0.0199 Epoch 42 Batch 839/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0132 Epoch 42 Batch 840/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9521, Loss: 0.0198 Epoch 42 Batch 841/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0348 Epoch 42 Batch 842/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9489, Loss: 0.0166 Epoch 42 Batch 843/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9521, Loss: 0.0172 Epoch 42 Batch 844/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9570, Loss: 0.0191 Epoch 42 Batch 845/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0188 Epoch 42 Batch 846/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9599, Loss: 0.0277 Epoch 42 Batch 847/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0239 Epoch 42 Batch 848/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9517, Loss: 0.0192 Epoch 42 Batch 849/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9560, Loss: 0.0113 Epoch 42 Batch 850/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0308 Epoch 42 Batch 851/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9616, Loss: 0.0268 Epoch 42 Batch 852/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9613, Loss: 0.0276 Epoch 42 Batch 853/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9616, Loss: 0.0220 Epoch 42 Batch 854/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9570, Loss: 0.0203 Epoch 42 Batch 855/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0245 Epoch 42 Batch 856/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 42 Batch 857/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9585, Loss: 0.0154 Epoch 42 Batch 858/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9638, Loss: 0.0147 Epoch 42 Batch 859/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0185 Epoch 42 Batch 860/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9730, Loss: 0.0223 Epoch 42 Batch 861/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9624, Loss: 0.0151 Epoch 42 Batch 862/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9624, Loss: 0.0241 Epoch 42 Batch 863/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9620, Loss: 0.0213 Epoch 42 Batch 864/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9624, Loss: 0.0249 Epoch 42 Batch 865/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9624, Loss: 0.0208 Epoch 42 Batch 866/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9624, Loss: 0.0231 Epoch 42 Batch 867/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9616, Loss: 0.0542 Epoch 42 Batch 868/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0222 Epoch 42 Batch 869/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0178 Epoch 42 Batch 870/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9648, Loss: 0.0201 Epoch 42 Batch 871/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9553, Loss: 0.0198 Epoch 42 Batch 872/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9549, Loss: 0.0187 Epoch 42 Batch 873/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9553, Loss: 0.0192 Epoch 42 Batch 874/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9503, Loss: 0.0242 Epoch 42 Batch 875/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9499, Loss: 0.0187 Epoch 42 Batch 876/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9563, Loss: 0.0194 Epoch 42 Batch 877/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0151 Epoch 42 Batch 878/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9542, Loss: 0.0223 Epoch 42 Batch 879/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9542, Loss: 0.0149 Epoch 42 Batch 880/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9542, Loss: 0.0247 Epoch 42 Batch 881/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9567, Loss: 0.0214 Epoch 42 Batch 882/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0211 Epoch 42 Batch 883/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9513, Loss: 0.0259 Epoch 42 Batch 884/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9506, Loss: 0.0207 Epoch 42 Batch 885/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9510, Loss: 0.0134 Epoch 42 Batch 886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9560, Loss: 0.0211 Epoch 42 Batch 887/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9560, Loss: 0.0215 Epoch 42 Batch 888/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9560, Loss: 0.0239 Epoch 42 Batch 889/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9556, Loss: 0.0260 Epoch 42 Batch 890/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0190 Epoch 42 Batch 891/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9510, Loss: 0.0145 Epoch 42 Batch 892/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9563, Loss: 0.0181 Epoch 42 Batch 893/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0153 Epoch 42 Batch 894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9521, Loss: 0.0181 Epoch 42 Batch 895/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9517, Loss: 0.0191 Epoch 42 Batch 896/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9567, Loss: 0.0185 Epoch 42 Batch 897/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9659, Loss: 0.0186 Epoch 42 Batch 898/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9613, Loss: 0.0215 Epoch 42 Batch 899/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0244 Epoch 42 Batch 900/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0225 Epoch 42 Batch 901/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9538, Loss: 0.0304 Epoch 42 Batch 902/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0264 Epoch 42 Batch 903/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9585, Loss: 0.0204 Epoch 42 Batch 904/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9585, Loss: 0.0181 Epoch 42 Batch 905/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9634, Loss: 0.0171 Epoch 42 Batch 906/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9634, Loss: 0.0167 Epoch 42 Batch 907/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0199 Epoch 42 Batch 908/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0185 Epoch 42 Batch 909/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9677, Loss: 0.0275 Epoch 42 Batch 910/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9673, Loss: 0.0268 Epoch 42 Batch 911/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9670, Loss: 0.0258 Epoch 42 Batch 912/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0191 Epoch 42 Batch 913/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0244 Epoch 42 Batch 914/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9627, Loss: 0.0508 Epoch 42 Batch 915/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9627, Loss: 0.0198 Epoch 42 Batch 916/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9634, Loss: 0.0172 Epoch 42 Batch 917/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9634, Loss: 0.0211 Epoch 42 Batch 918/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0189 Epoch 42 Batch 919/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9634, Loss: 0.0151 Epoch 42 Batch 920/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9634, Loss: 0.0184 Epoch 42 Batch 921/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9684, Loss: 0.0221 Epoch 42 Batch 922/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9684, Loss: 0.0193 Epoch 42 Batch 923/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9638, Loss: 0.0110 Epoch 42 Batch 924/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9680, Loss: 0.0231 Epoch 42 Batch 925/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9627, Loss: 0.0168 Epoch 42 Batch 926/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9627, Loss: 0.0204 Epoch 42 Batch 927/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9581, Loss: 0.0266 Epoch 42 Batch 928/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0208 Epoch 42 Batch 929/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0163 Epoch 42 Batch 930/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0142 Epoch 42 Batch 931/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9450, Loss: 0.0210 Epoch 42 Batch 932/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9457, Loss: 0.0186 Epoch 42 Batch 933/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9457, Loss: 0.0195 Epoch 42 Batch 934/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9435, Loss: 0.0165 Epoch 42 Batch 935/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9457, Loss: 0.0175 Epoch 42 Batch 936/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9506, Loss: 0.0232 Epoch 42 Batch 937/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9482, Loss: 0.0274 Epoch 42 Batch 938/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0273 Epoch 42 Batch 939/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9528, Loss: 0.0276 Epoch 42 Batch 940/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0201 Epoch 42 Batch 941/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9517, Loss: 0.0175 Epoch 42 Batch 942/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9570, Loss: 0.0226 Epoch 42 Batch 943/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9524, Loss: 0.0159 Epoch 42 Batch 944/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0172 Epoch 42 Batch 945/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9567, Loss: 0.0135 Epoch 42 Batch 946/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9570, Loss: 0.0138 Epoch 42 Batch 947/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9570, Loss: 0.0239 Epoch 42 Batch 948/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9567, Loss: 0.0217 Epoch 42 Batch 949/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0162 Epoch 42 Batch 950/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9567, Loss: 0.0163 Epoch 42 Batch 951/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9567, Loss: 0.0214 Epoch 42 Batch 952/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9570, Loss: 0.0150 Epoch 42 Batch 953/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9567, Loss: 0.0207 Epoch 42 Batch 954/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0257 Epoch 42 Batch 955/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0231 Epoch 42 Batch 956/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9634, Loss: 0.0208 Epoch 42 Batch 957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0151 Epoch 42 Batch 958/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0252 Epoch 42 Batch 959/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9588, Loss: 0.0215 Epoch 42 Batch 960/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9588, Loss: 0.0186 Epoch 42 Batch 961/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9588, Loss: 0.0129 Epoch 42 Batch 962/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9638, Loss: 0.0228 Epoch 42 Batch 963/1077 - Train Accuracy: 0.9731, Validation Accuracy: 0.9680, Loss: 0.0298 Epoch 42 Batch 964/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9680, Loss: 0.0187 Epoch 42 Batch 965/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9638, Loss: 0.0338 Epoch 42 Batch 966/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9634, Loss: 0.0165 Epoch 42 Batch 967/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9581, Loss: 0.0247 Epoch 42 Batch 968/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9673, Loss: 0.0246 Epoch 42 Batch 969/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9673, Loss: 0.0263 Epoch 42 Batch 970/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0196 Epoch 42 Batch 971/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9528, Loss: 0.0291 Epoch 42 Batch 972/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9528, Loss: 0.0241 Epoch 42 Batch 973/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0155 Epoch 42 Batch 974/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9624, Loss: 0.0182 Epoch 42 Batch 975/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9670, Loss: 0.0201 Epoch 42 Batch 976/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0163 Epoch 42 Batch 977/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0119 Epoch 42 Batch 978/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9556, Loss: 0.0188 Epoch 42 Batch 979/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9453, Loss: 0.0192 Epoch 42 Batch 980/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9403, Loss: 0.0197 Epoch 42 Batch 981/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9407, Loss: 0.0265 Epoch 42 Batch 982/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9510, Loss: 0.0204 Epoch 42 Batch 983/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9513, Loss: 0.0197 Epoch 42 Batch 984/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9538, Loss: 0.0289 Epoch 42 Batch 985/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9489, Loss: 0.0174 Epoch 42 Batch 986/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9531, Loss: 0.0218 Epoch 42 Batch 987/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9577, Loss: 0.0140 Epoch 42 Batch 988/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9457, Loss: 0.0234 Epoch 42 Batch 989/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9503, Loss: 0.0200 Epoch 42 Batch 990/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9425, Loss: 0.0262 Epoch 42 Batch 991/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0197 Epoch 42 Batch 992/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9425, Loss: 0.0212 Epoch 42 Batch 993/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9425, Loss: 0.0150 Epoch 42 Batch 994/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9467, Loss: 0.0163 Epoch 42 Batch 995/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9467, Loss: 0.0190 Epoch 42 Batch 996/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9464, Loss: 0.0225 Epoch 42 Batch 997/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9371, Loss: 0.0223 Epoch 42 Batch 998/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9368, Loss: 0.0171 Epoch 42 Batch 999/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9371, Loss: 0.0211 Epoch 42 Batch 1000/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9371, Loss: 0.0206 Epoch 42 Batch 1001/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9439, Loss: 0.0145 Epoch 42 Batch 1002/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9439, Loss: 0.0121 Epoch 42 Batch 1003/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9393, Loss: 0.0218 Epoch 42 Batch 1004/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9435, Loss: 0.0192 Epoch 42 Batch 1005/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9439, Loss: 0.0240 Epoch 42 Batch 1006/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9442, Loss: 0.0204 Epoch 42 Batch 1007/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9442, Loss: 0.0133 Epoch 42 Batch 1008/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9442, Loss: 0.0231 Epoch 42 Batch 1009/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9442, Loss: 0.0117 Epoch 42 Batch 1010/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0159 Epoch 42 Batch 1011/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9457, Loss: 0.0179 Epoch 42 Batch 1012/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9442, Loss: 0.0168 Epoch 42 Batch 1013/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9538, Loss: 0.0140 Epoch 42 Batch 1014/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9538, Loss: 0.0183 Epoch 42 Batch 1015/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9542, Loss: 0.0244 Epoch 42 Batch 1016/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9538, Loss: 0.0208 Epoch 42 Batch 1017/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9538, Loss: 0.0172 Epoch 42 Batch 1018/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9492, Loss: 0.0238 Epoch 42 Batch 1019/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9489, Loss: 0.0297 Epoch 42 Batch 1020/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9503, Loss: 0.0177 Epoch 42 Batch 1021/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9503, Loss: 0.0182 Epoch 42 Batch 1022/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9503, Loss: 0.0209 Epoch 42 Batch 1023/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9553, Loss: 0.0198 Epoch 42 Batch 1024/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9602, Loss: 0.0240 Epoch 42 Batch 1025/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9560, Loss: 0.0182 Epoch 42 Batch 1026/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9631, Loss: 0.0227 Epoch 42 Batch 1027/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9677, Loss: 0.0189 Epoch 42 Batch 1028/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9673, Loss: 0.0217 Epoch 42 Batch 1029/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9723, Loss: 0.0189 Epoch 42 Batch 1030/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9744, Loss: 0.0185 Epoch 42 Batch 1031/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9705, Loss: 0.0274 Epoch 42 Batch 1032/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9606, Loss: 0.0234 Epoch 42 Batch 1033/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9627, Loss: 0.0240 Epoch 42 Batch 1034/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0194 Epoch 42 Batch 1035/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9613, Loss: 0.0142 Epoch 42 Batch 1036/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9656, Loss: 0.0250 Epoch 42 Batch 1037/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0221 Epoch 42 Batch 1038/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9609, Loss: 0.0299 Epoch 42 Batch 1039/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0205 Epoch 42 Batch 1040/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9485, Loss: 0.0218 Epoch 42 Batch 1041/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9489, Loss: 0.0282 Epoch 42 Batch 1042/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9489, Loss: 0.0211 Epoch 42 Batch 1043/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0281 Epoch 42 Batch 1044/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9645, Loss: 0.0216 Epoch 42 Batch 1045/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9645, Loss: 0.0218 Epoch 42 Batch 1046/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0170 Epoch 42 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9645, Loss: 0.0146 Epoch 42 Batch 1048/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0248 Epoch 42 Batch 1049/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9592, Loss: 0.0219 Epoch 42 Batch 1050/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9595, Loss: 0.0129 Epoch 42 Batch 1051/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9599, Loss: 0.0238 Epoch 42 Batch 1052/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9627, Loss: 0.0140 Epoch 42 Batch 1053/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9673, Loss: 0.0214 Epoch 42 Batch 1054/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9673, Loss: 0.0235 Epoch 42 Batch 1055/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9673, Loss: 0.0247 Epoch 42 Batch 1056/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9670, Loss: 0.0154 Epoch 42 Batch 1057/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9677, Loss: 0.0183 Epoch 42 Batch 1058/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9677, Loss: 0.0205 Epoch 42 Batch 1059/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9627, Loss: 0.0217 Epoch 42 Batch 1060/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0158 Epoch 42 Batch 1061/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0270 Epoch 42 Batch 1062/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9620, Loss: 0.0255 Epoch 42 Batch 1063/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9670, Loss: 0.0245 Epoch 42 Batch 1064/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9620, Loss: 0.0200 Epoch 42 Batch 1065/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9648, Loss: 0.0234 Epoch 42 Batch 1066/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9652, Loss: 0.0145 Epoch 42 Batch 1067/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9652, Loss: 0.0168 Epoch 42 Batch 1068/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9599, Loss: 0.0141 Epoch 42 Batch 1069/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9648, Loss: 0.0145 Epoch 42 Batch 1070/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9595, Loss: 0.0145 Epoch 42 Batch 1071/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9595, Loss: 0.0226 Epoch 42 Batch 1072/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9595, Loss: 0.0226 Epoch 42 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9553, Loss: 0.0204 Epoch 42 Batch 1074/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9599, Loss: 0.0265 Epoch 42 Batch 1075/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9556, Loss: 0.0224 Epoch 43 Batch 1/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0149 Epoch 43 Batch 2/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9553, Loss: 0.0203 Epoch 43 Batch 3/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0232 Epoch 43 Batch 4/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9553, Loss: 0.0178 Epoch 43 Batch 5/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9492, Loss: 0.0275 Epoch 43 Batch 6/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9542, Loss: 0.0140 Epoch 43 Batch 7/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0247 Epoch 43 Batch 8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0181 Epoch 43 Batch 9/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9602, Loss: 0.0208 Epoch 43 Batch 10/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9638, Loss: 0.0191 Epoch 43 Batch 11/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9638, Loss: 0.0280 Epoch 43 Batch 12/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9638, Loss: 0.0165 Epoch 43 Batch 13/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0283 Epoch 43 Batch 14/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0163 Epoch 43 Batch 15/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0157 Epoch 43 Batch 16/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0199 Epoch 43 Batch 17/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9631, Loss: 0.0166 Epoch 43 Batch 18/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9553, Loss: 0.0161 Epoch 43 Batch 19/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9545, Loss: 0.0173 Epoch 43 Batch 20/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9545, Loss: 0.0190 Epoch 43 Batch 21/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9652, Loss: 0.0259 Epoch 43 Batch 22/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9652, Loss: 0.0177 Epoch 43 Batch 23/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0178 Epoch 43 Batch 24/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9595, Loss: 0.0241 Epoch 43 Batch 25/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9595, Loss: 0.0127 Epoch 43 Batch 26/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9592, Loss: 0.0250 Epoch 43 Batch 27/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9538, Loss: 0.0144 Epoch 43 Batch 28/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0204 Epoch 43 Batch 29/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0192 Epoch 43 Batch 30/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9620, Loss: 0.0172 Epoch 43 Batch 31/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9620, Loss: 0.0181 Epoch 43 Batch 32/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0135 Epoch 43 Batch 33/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9567, Loss: 0.0138 Epoch 43 Batch 34/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0243 Epoch 43 Batch 35/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0227 Epoch 43 Batch 36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9553, Loss: 0.0151 Epoch 43 Batch 37/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0243 Epoch 43 Batch 38/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9592, Loss: 0.0252 Epoch 43 Batch 39/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9620, Loss: 0.0273 Epoch 43 Batch 40/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0148 Epoch 43 Batch 41/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9588, Loss: 0.0169 Epoch 43 Batch 42/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0253 Epoch 43 Batch 43/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9620, Loss: 0.0112 Epoch 43 Batch 44/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9602, Loss: 0.0146 Epoch 43 Batch 45/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0210 Epoch 43 Batch 46/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9577, Loss: 0.0259 Epoch 43 Batch 47/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9513, Loss: 0.0226 Epoch 43 Batch 48/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9556, Loss: 0.0281 Epoch 43 Batch 49/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0274 Epoch 43 Batch 50/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0186 Epoch 43 Batch 51/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0200 Epoch 43 Batch 52/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9616, Loss: 0.0260 Epoch 43 Batch 53/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9560, Loss: 0.0233 Epoch 43 Batch 54/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9560, Loss: 0.0367 Epoch 43 Batch 55/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9560, Loss: 0.0169 Epoch 43 Batch 56/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0140 Epoch 43 Batch 57/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9471, Loss: 0.0236 Epoch 43 Batch 58/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9418, Loss: 0.0212 Epoch 43 Batch 59/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9485, Loss: 0.0232 Epoch 43 Batch 60/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9485, Loss: 0.0138 Epoch 43 Batch 61/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9485, Loss: 0.0226 Epoch 43 Batch 62/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9336, Loss: 0.0260 Epoch 43 Batch 63/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9336, Loss: 0.0179 Epoch 43 Batch 64/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9411, Loss: 0.0176 Epoch 43 Batch 65/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9524, Loss: 0.0184 Epoch 43 Batch 66/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9510, Loss: 0.0108 Epoch 43 Batch 67/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9560, Loss: 0.0228 Epoch 43 Batch 68/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9510, Loss: 0.0258 Epoch 43 Batch 69/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9641, Loss: 0.0265 Epoch 43 Batch 70/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9659, Loss: 0.0296 Epoch 43 Batch 71/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9560, Loss: 0.0158 Epoch 43 Batch 72/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9613, Loss: 0.0212 Epoch 43 Batch 73/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9585, Loss: 0.0188 Epoch 43 Batch 74/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9542, Loss: 0.0192 Epoch 43 Batch 75/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9389, Loss: 0.0294 Epoch 43 Batch 76/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9347, Loss: 0.0168 Epoch 43 Batch 77/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9318, Loss: 0.0197 Epoch 43 Batch 78/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9318, Loss: 0.0210 Epoch 43 Batch 79/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9371, Loss: 0.0178 Epoch 43 Batch 80/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9375, Loss: 0.0173 Epoch 43 Batch 81/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0204 Epoch 43 Batch 82/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9503, Loss: 0.0207 Epoch 43 Batch 83/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9549, Loss: 0.0162 Epoch 43 Batch 84/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9577, Loss: 0.0186 Epoch 43 Batch 85/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9641, Loss: 0.0191 Epoch 43 Batch 86/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9592, Loss: 0.0180 Epoch 43 Batch 87/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0269 Epoch 43 Batch 88/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9631, Loss: 0.0213 Epoch 43 Batch 89/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9652, Loss: 0.0208 Epoch 43 Batch 90/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9659, Loss: 0.0178 Epoch 43 Batch 91/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9595, Loss: 0.0221 Epoch 43 Batch 92/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9553, Loss: 0.0192 Epoch 43 Batch 93/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9432, Loss: 0.0179 Epoch 43 Batch 94/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9474, Loss: 0.0196 Epoch 43 Batch 95/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9403, Loss: 0.0206 Epoch 43 Batch 96/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9432, Loss: 0.0215 Epoch 43 Batch 97/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0235 Epoch 43 Batch 98/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9496, Loss: 0.0244 Epoch 43 Batch 99/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9542, Loss: 0.0160 Epoch 43 Batch 100/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9542, Loss: 0.0174 Epoch 43 Batch 101/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9542, Loss: 0.0203 Epoch 43 Batch 102/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9499, Loss: 0.0141 Epoch 43 Batch 103/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9595, Loss: 0.0273 Epoch 43 Batch 104/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9528, Loss: 0.0240 Epoch 43 Batch 105/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9485, Loss: 0.0170 Epoch 43 Batch 106/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0213 Epoch 43 Batch 107/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9400, Loss: 0.0220 Epoch 43 Batch 108/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9453, Loss: 0.0305 Epoch 43 Batch 109/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9645, Loss: 0.0209 Epoch 43 Batch 110/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0157 Epoch 43 Batch 111/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9691, Loss: 0.0174 Epoch 43 Batch 112/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9656, Loss: 0.0143 Epoch 43 Batch 113/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9656, Loss: 0.0253 Epoch 43 Batch 114/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0141 Epoch 43 Batch 115/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9638, Loss: 0.0244 Epoch 43 Batch 116/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9645, Loss: 0.0281 Epoch 43 Batch 117/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0169 Epoch 43 Batch 118/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9627, Loss: 0.0183 Epoch 43 Batch 119/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9574, Loss: 0.0150 Epoch 43 Batch 120/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9467, Loss: 0.0209 Epoch 43 Batch 121/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9513, Loss: 0.0224 Epoch 43 Batch 122/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0161 Epoch 43 Batch 123/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9574, Loss: 0.0155 Epoch 43 Batch 124/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0238 Epoch 43 Batch 125/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9570, Loss: 0.0284 Epoch 43 Batch 126/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9521, Loss: 0.0192 Epoch 43 Batch 127/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9524, Loss: 0.0199 Epoch 43 Batch 128/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9606, Loss: 0.0180 Epoch 43 Batch 129/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9606, Loss: 0.0276 Epoch 43 Batch 130/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9606, Loss: 0.0213 Epoch 43 Batch 131/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0169 Epoch 43 Batch 132/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9634, Loss: 0.0154 Epoch 43 Batch 133/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9496, Loss: 0.0174 Epoch 43 Batch 134/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9528, Loss: 0.0172 Epoch 43 Batch 135/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0203 Epoch 43 Batch 136/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9503, Loss: 0.0146 Epoch 43 Batch 137/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9528, Loss: 0.0219 Epoch 43 Batch 138/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9553, Loss: 0.0195 Epoch 43 Batch 139/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9602, Loss: 0.0215 Epoch 43 Batch 140/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9545, Loss: 0.0188 Epoch 43 Batch 141/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9496, Loss: 0.0169 Epoch 43 Batch 142/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0218 Epoch 43 Batch 143/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9446, Loss: 0.0190 Epoch 43 Batch 144/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9492, Loss: 0.0282 Epoch 43 Batch 145/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9545, Loss: 0.0204 Epoch 43 Batch 146/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9609, Loss: 0.0548 Epoch 43 Batch 147/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9521, Loss: 0.0161 Epoch 43 Batch 148/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9641, Loss: 0.0232 Epoch 43 Batch 149/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9641, Loss: 0.0153 Epoch 43 Batch 150/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9620, Loss: 0.0191 Epoch 43 Batch 151/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9570, Loss: 0.0148 Epoch 43 Batch 152/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0245 Epoch 43 Batch 153/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9567, Loss: 0.0277 Epoch 43 Batch 154/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9517, Loss: 0.0176 Epoch 43 Batch 155/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9538, Loss: 0.0174 Epoch 43 Batch 156/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9585, Loss: 0.0163 Epoch 43 Batch 157/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0186 Epoch 43 Batch 158/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9528, Loss: 0.0194 Epoch 43 Batch 159/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9482, Loss: 0.0191 Epoch 43 Batch 160/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9482, Loss: 0.0209 Epoch 43 Batch 161/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9485, Loss: 0.0124 Epoch 43 Batch 162/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9563, Loss: 0.0181 Epoch 43 Batch 163/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0305 Epoch 43 Batch 164/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0199 Epoch 43 Batch 165/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0295 Epoch 43 Batch 166/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0215 Epoch 43 Batch 167/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9609, Loss: 0.0182 Epoch 43 Batch 168/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9627, Loss: 0.0286 Epoch 43 Batch 169/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9577, Loss: 0.0204 Epoch 43 Batch 170/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9606, Loss: 0.0226 Epoch 43 Batch 171/1077 - Train Accuracy: 0.9890, Validation Accuracy: 0.9556, Loss: 0.0168 Epoch 43 Batch 172/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9549, Loss: 0.0186 Epoch 43 Batch 173/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9577, Loss: 0.0214 Epoch 43 Batch 174/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9624, Loss: 0.0144 Epoch 43 Batch 175/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9691, Loss: 0.0284 Epoch 43 Batch 176/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9691, Loss: 0.0206 Epoch 43 Batch 177/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9727, Loss: 0.0214 Epoch 43 Batch 178/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9684, Loss: 0.0211 Epoch 43 Batch 179/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9592, Loss: 0.0235 Epoch 43 Batch 180/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9684, Loss: 0.0154 Epoch 43 Batch 181/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9684, Loss: 0.0227 Epoch 43 Batch 182/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9680, Loss: 0.0218 Epoch 43 Batch 183/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9627, Loss: 0.0218 Epoch 43 Batch 184/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9627, Loss: 0.0219 Epoch 43 Batch 185/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9574, Loss: 0.0219 Epoch 43 Batch 186/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9616, Loss: 0.0186 Epoch 43 Batch 187/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9478, Loss: 0.0147 Epoch 43 Batch 188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9432, Loss: 0.0212 Epoch 43 Batch 189/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9432, Loss: 0.0173 Epoch 43 Batch 190/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9446, Loss: 0.0163 Epoch 43 Batch 191/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9446, Loss: 0.0151 Epoch 43 Batch 192/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9478, Loss: 0.0217 Epoch 43 Batch 193/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9439, Loss: 0.0161 Epoch 43 Batch 194/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9482, Loss: 0.0147 Epoch 43 Batch 195/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9485, Loss: 0.0205 Epoch 43 Batch 196/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9485, Loss: 0.0139 Epoch 43 Batch 197/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9510, Loss: 0.0214 Epoch 43 Batch 198/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9506, Loss: 0.0224 Epoch 43 Batch 199/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9556, Loss: 0.0158 Epoch 43 Batch 200/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9556, Loss: 0.0187 Epoch 43 Batch 201/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9499, Loss: 0.0187 Epoch 43 Batch 202/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9499, Loss: 0.0186 Epoch 43 Batch 203/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9499, Loss: 0.0260 Epoch 43 Batch 204/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9496, Loss: 0.0358 Epoch 43 Batch 205/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9560, Loss: 0.0268 Epoch 43 Batch 206/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9560, Loss: 0.0164 Epoch 43 Batch 207/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9510, Loss: 0.0172 Epoch 43 Batch 208/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9567, Loss: 0.0216 Epoch 43 Batch 209/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9567, Loss: 0.0170 Epoch 43 Batch 210/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9666, Loss: 0.0198 Epoch 43 Batch 211/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9588, Loss: 0.0159 Epoch 43 Batch 212/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0171 Epoch 43 Batch 213/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9563, Loss: 0.0163 Epoch 43 Batch 214/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9592, Loss: 0.0160 Epoch 43 Batch 215/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9645, Loss: 0.0218 Epoch 43 Batch 216/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9528, Loss: 0.0214 Epoch 43 Batch 217/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9503, Loss: 0.0143 Epoch 43 Batch 218/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9531, Loss: 0.0211 Epoch 43 Batch 219/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0150 Epoch 43 Batch 220/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9531, Loss: 0.0202 Epoch 43 Batch 221/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9460, Loss: 0.0179 Epoch 43 Batch 222/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9453, Loss: 0.0186 Epoch 43 Batch 223/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9464, Loss: 0.0194 Epoch 43 Batch 224/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0201 Epoch 43 Batch 225/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9489, Loss: 0.0239 Epoch 43 Batch 226/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9517, Loss: 0.0165 Epoch 43 Batch 227/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0246 Epoch 43 Batch 228/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0181 Epoch 43 Batch 229/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0212 Epoch 43 Batch 230/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9535, Loss: 0.0161 Epoch 43 Batch 231/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9545, Loss: 0.0222 Epoch 43 Batch 232/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0201 Epoch 43 Batch 233/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9645, Loss: 0.0238 Epoch 43 Batch 234/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9542, Loss: 0.0205 Epoch 43 Batch 235/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9545, Loss: 0.0254 Epoch 43 Batch 236/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9521, Loss: 0.0217 Epoch 43 Batch 237/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9538, Loss: 0.0173 Epoch 43 Batch 238/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0154 Epoch 43 Batch 239/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9524, Loss: 0.0146 Epoch 43 Batch 240/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9524, Loss: 0.0155 Epoch 43 Batch 241/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9513, Loss: 0.0134 Epoch 43 Batch 242/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0166 Epoch 43 Batch 243/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0273 Epoch 43 Batch 244/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9453, Loss: 0.0185 Epoch 43 Batch 245/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9425, Loss: 0.0181 Epoch 43 Batch 246/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9425, Loss: 0.0217 Epoch 43 Batch 247/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9471, Loss: 0.0246 Epoch 43 Batch 248/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9471, Loss: 0.0218 Epoch 43 Batch 249/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9489, Loss: 0.0152 Epoch 43 Batch 250/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9531, Loss: 0.0187 Epoch 43 Batch 251/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9624, Loss: 0.0250 Epoch 43 Batch 252/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0207 Epoch 43 Batch 253/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9673, Loss: 0.0196 Epoch 43 Batch 254/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9677, Loss: 0.0255 Epoch 43 Batch 255/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9776, Loss: 0.0187 Epoch 43 Batch 256/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9712, Loss: 0.0411 Epoch 43 Batch 257/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9670, Loss: 0.0188 Epoch 43 Batch 258/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0187 Epoch 43 Batch 259/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9670, Loss: 0.0181 Epoch 43 Batch 260/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9712, Loss: 0.0150 Epoch 43 Batch 261/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9716, Loss: 0.0191 Epoch 43 Batch 262/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9705, Loss: 0.0174 Epoch 43 Batch 263/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9755, Loss: 0.0123 Epoch 43 Batch 264/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9680, Loss: 0.0191 Epoch 43 Batch 265/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9652, Loss: 0.0172 Epoch 43 Batch 266/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0250 Epoch 43 Batch 267/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9634, Loss: 0.0151 Epoch 43 Batch 268/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9634, Loss: 0.0299 Epoch 43 Batch 269/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9588, Loss: 0.0214 Epoch 43 Batch 270/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9538, Loss: 0.0294 Epoch 43 Batch 271/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9524, Loss: 0.0167 Epoch 43 Batch 272/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9474, Loss: 0.0433 Epoch 43 Batch 273/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9524, Loss: 0.0203 Epoch 43 Batch 274/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9528, Loss: 0.0182 Epoch 43 Batch 275/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9545, Loss: 0.0163 Epoch 43 Batch 276/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9570, Loss: 0.0325 Epoch 43 Batch 277/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9570, Loss: 0.0160 Epoch 43 Batch 278/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9545, Loss: 0.0261 Epoch 43 Batch 279/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9478, Loss: 0.0230 Epoch 43 Batch 280/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9567, Loss: 0.0212 Epoch 43 Batch 281/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0202 Epoch 43 Batch 282/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9563, Loss: 0.0232 Epoch 43 Batch 283/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9563, Loss: 0.0196 Epoch 43 Batch 284/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9563, Loss: 0.0233 Epoch 43 Batch 285/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9492, Loss: 0.0203 Epoch 43 Batch 286/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0183 Epoch 43 Batch 287/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0237 Epoch 43 Batch 288/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9489, Loss: 0.0270 Epoch 43 Batch 289/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9513, Loss: 0.0155 Epoch 43 Batch 290/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9513, Loss: 0.0337 Epoch 43 Batch 291/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9513, Loss: 0.0325 Epoch 43 Batch 292/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9513, Loss: 0.0180 Epoch 43 Batch 293/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0172 Epoch 43 Batch 294/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9521, Loss: 0.0209 Epoch 43 Batch 295/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9595, Loss: 0.0161 Epoch 43 Batch 296/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0180 Epoch 43 Batch 297/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9563, Loss: 0.0220 Epoch 43 Batch 298/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9585, Loss: 0.0246 Epoch 43 Batch 299/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0213 Epoch 43 Batch 300/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9485, Loss: 0.0184 Epoch 43 Batch 301/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9485, Loss: 0.0159 Epoch 43 Batch 302/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9485, Loss: 0.0184 Epoch 43 Batch 303/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0249 Epoch 43 Batch 304/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9506, Loss: 0.0193 Epoch 43 Batch 305/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0170 Epoch 43 Batch 306/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0317 Epoch 43 Batch 307/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9620, Loss: 0.0216 Epoch 43 Batch 308/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9574, Loss: 0.0220 Epoch 43 Batch 309/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9574, Loss: 0.0131 Epoch 43 Batch 310/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9638, Loss: 0.0209 Epoch 43 Batch 311/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9560, Loss: 0.0171 Epoch 43 Batch 312/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9553, Loss: 0.0256 Epoch 43 Batch 313/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9474, Loss: 0.0177 Epoch 43 Batch 314/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9482, Loss: 0.0404 Epoch 43 Batch 315/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9492, Loss: 0.0228 Epoch 43 Batch 316/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9453, Loss: 0.0284 Epoch 43 Batch 317/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0248 Epoch 43 Batch 318/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9542, Loss: 0.0260 Epoch 43 Batch 319/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9492, Loss: 0.0289 Epoch 43 Batch 320/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0385 Epoch 43 Batch 321/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9528, Loss: 0.0240 Epoch 43 Batch 322/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9474, Loss: 0.0225 Epoch 43 Batch 323/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9428, Loss: 0.0247 Epoch 43 Batch 324/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9428, Loss: 0.0254 Epoch 43 Batch 325/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9414, Loss: 0.0250 Epoch 43 Batch 326/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9371, Loss: 0.0233 Epoch 43 Batch 327/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9318, Loss: 0.0318 Epoch 43 Batch 328/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0295 Epoch 43 Batch 329/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9403, Loss: 0.0262 Epoch 43 Batch 330/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9393, Loss: 0.0210 Epoch 43 Batch 331/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9418, Loss: 0.0270 Epoch 43 Batch 332/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9368, Loss: 0.0174 Epoch 43 Batch 333/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9396, Loss: 0.0208 Epoch 43 Batch 334/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9400, Loss: 0.0195 Epoch 43 Batch 335/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9400, Loss: 0.0230 Epoch 43 Batch 336/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9567, Loss: 0.0620 Epoch 43 Batch 337/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0214 Epoch 43 Batch 338/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9652, Loss: 0.0309 Epoch 43 Batch 339/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9652, Loss: 0.0159 Epoch 43 Batch 340/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9581, Loss: 0.0210 Epoch 43 Batch 341/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9581, Loss: 0.0320 Epoch 43 Batch 342/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0204 Epoch 43 Batch 343/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9581, Loss: 0.0289 Epoch 43 Batch 344/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0287 Epoch 43 Batch 345/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9556, Loss: 0.0157 Epoch 43 Batch 346/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9492, Loss: 0.0227 Epoch 43 Batch 347/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9460, Loss: 0.0155 Epoch 43 Batch 348/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9293, Loss: 0.0200 Epoch 43 Batch 349/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9297, Loss: 0.0179 Epoch 43 Batch 350/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9347, Loss: 0.0273 Epoch 43 Batch 351/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9297, Loss: 0.0212 Epoch 43 Batch 352/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9347, Loss: 0.0163 Epoch 43 Batch 353/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0223 Epoch 43 Batch 354/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9357, Loss: 0.0238 Epoch 43 Batch 355/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9407, Loss: 0.0207 Epoch 43 Batch 356/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9474, Loss: 0.0186 Epoch 43 Batch 357/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9482, Loss: 0.0255 Epoch 43 Batch 358/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9482, Loss: 0.0242 Epoch 43 Batch 359/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9528, Loss: 0.0220 Epoch 43 Batch 360/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9428, Loss: 0.0215 Epoch 43 Batch 361/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9496, Loss: 0.0170 Epoch 43 Batch 362/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9496, Loss: 0.0301 Epoch 43 Batch 363/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9521, Loss: 0.0259 Epoch 43 Batch 364/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9485, Loss: 0.0336 Epoch 43 Batch 365/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9485, Loss: 0.0127 Epoch 43 Batch 366/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9432, Loss: 0.0137 Epoch 43 Batch 367/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9386, Loss: 0.0129 Epoch 43 Batch 368/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9389, Loss: 0.0205 Epoch 43 Batch 369/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9389, Loss: 0.0221 Epoch 43 Batch 370/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9389, Loss: 0.0200 Epoch 43 Batch 371/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9450, Loss: 0.0155 Epoch 43 Batch 372/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9478, Loss: 0.0163 Epoch 43 Batch 373/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9499, Loss: 0.0165 Epoch 43 Batch 374/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9450, Loss: 0.0267 Epoch 43 Batch 375/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9496, Loss: 0.0182 Epoch 43 Batch 376/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9496, Loss: 0.0235 Epoch 43 Batch 377/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9407, Loss: 0.0173 Epoch 43 Batch 378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9457, Loss: 0.0151 Epoch 43 Batch 379/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0270 Epoch 43 Batch 380/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9460, Loss: 0.0143 Epoch 43 Batch 381/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0209 Epoch 43 Batch 382/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9439, Loss: 0.0253 Epoch 43 Batch 383/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9439, Loss: 0.0197 Epoch 43 Batch 384/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9492, Loss: 0.0151 Epoch 43 Batch 385/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9467, Loss: 0.0198 Epoch 43 Batch 386/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9513, Loss: 0.0192 Epoch 43 Batch 387/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0204 Epoch 43 Batch 388/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9467, Loss: 0.0306 Epoch 43 Batch 389/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9531, Loss: 0.0221 Epoch 43 Batch 390/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9524, Loss: 0.0321 Epoch 43 Batch 391/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9524, Loss: 0.0180 Epoch 43 Batch 392/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9574, Loss: 0.0300 Epoch 43 Batch 393/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9506, Loss: 0.0175 Epoch 43 Batch 394/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9506, Loss: 0.0211 Epoch 43 Batch 395/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9457, Loss: 0.0195 Epoch 43 Batch 396/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9450, Loss: 0.0227 Epoch 43 Batch 397/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9496, Loss: 0.0217 Epoch 43 Batch 398/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9492, Loss: 0.0210 Epoch 43 Batch 399/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9492, Loss: 0.0221 Epoch 43 Batch 400/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9538, Loss: 0.0237 Epoch 43 Batch 401/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9485, Loss: 0.0164 Epoch 43 Batch 402/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9439, Loss: 0.0198 Epoch 43 Batch 403/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9450, Loss: 0.0329 Epoch 43 Batch 404/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9450, Loss: 0.0221 Epoch 43 Batch 405/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9496, Loss: 0.0250 Epoch 43 Batch 406/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9471, Loss: 0.0191 Epoch 43 Batch 407/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9471, Loss: 0.0237 Epoch 43 Batch 408/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9474, Loss: 0.0218 Epoch 43 Batch 409/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9503, Loss: 0.0227 Epoch 43 Batch 410/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9503, Loss: 0.0354 Epoch 43 Batch 411/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0219 Epoch 43 Batch 412/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9506, Loss: 0.0186 Epoch 43 Batch 413/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9506, Loss: 0.0164 Epoch 43 Batch 414/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9503, Loss: 0.0196 Epoch 43 Batch 415/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9467, Loss: 0.0250 Epoch 43 Batch 416/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9467, Loss: 0.0166 Epoch 43 Batch 417/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9425, Loss: 0.0308 Epoch 43 Batch 418/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9545, Loss: 0.0203 Epoch 43 Batch 419/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9407, Loss: 0.0165 Epoch 43 Batch 420/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9407, Loss: 0.0133 Epoch 43 Batch 421/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9403, Loss: 0.0281 Epoch 43 Batch 422/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9403, Loss: 0.0179 Epoch 43 Batch 423/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9460, Loss: 0.0256 Epoch 43 Batch 424/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9506, Loss: 0.0177 Epoch 43 Batch 425/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0154 Epoch 43 Batch 426/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9489, Loss: 0.0226 Epoch 43 Batch 427/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9442, Loss: 0.0188 Epoch 43 Batch 428/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9442, Loss: 0.0169 Epoch 43 Batch 429/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9442, Loss: 0.0154 Epoch 43 Batch 430/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0196 Epoch 43 Batch 431/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9478, Loss: 0.0178 Epoch 43 Batch 432/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9428, Loss: 0.0176 Epoch 43 Batch 433/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9432, Loss: 0.0208 Epoch 43 Batch 434/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9450, Loss: 0.0164 Epoch 43 Batch 435/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9450, Loss: 0.0246 Epoch 43 Batch 436/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0190 Epoch 43 Batch 437/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9332, Loss: 0.0179 Epoch 43 Batch 438/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9329, Loss: 0.0160 Epoch 43 Batch 439/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9379, Loss: 0.0198 Epoch 43 Batch 440/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9379, Loss: 0.0219 Epoch 43 Batch 441/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9379, Loss: 0.0198 Epoch 43 Batch 442/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9382, Loss: 0.0240 Epoch 43 Batch 443/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9382, Loss: 0.0185 Epoch 43 Batch 444/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9432, Loss: 0.0227 Epoch 43 Batch 445/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9432, Loss: 0.0187 Epoch 43 Batch 446/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9382, Loss: 0.0157 Epoch 43 Batch 447/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9308, Loss: 0.0156 Epoch 43 Batch 448/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9386, Loss: 0.0235 Epoch 43 Batch 449/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9435, Loss: 0.0302 Epoch 43 Batch 450/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9389, Loss: 0.0226 Epoch 43 Batch 451/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9389, Loss: 0.0168 Epoch 43 Batch 452/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9386, Loss: 0.0159 Epoch 43 Batch 453/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9371, Loss: 0.0206 Epoch 43 Batch 454/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9389, Loss: 0.0337 Epoch 43 Batch 455/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9393, Loss: 0.0233 Epoch 43 Batch 456/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9442, Loss: 0.0243 Epoch 43 Batch 457/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9446, Loss: 0.0169 Epoch 43 Batch 458/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9446, Loss: 0.0238 Epoch 43 Batch 459/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9450, Loss: 0.0212 Epoch 43 Batch 460/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0217 Epoch 43 Batch 461/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9496, Loss: 0.0198 Epoch 43 Batch 462/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9499, Loss: 0.0212 Epoch 43 Batch 463/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9513, Loss: 0.0218 Epoch 43 Batch 464/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9460, Loss: 0.0203 Epoch 43 Batch 465/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9460, Loss: 0.0276 Epoch 43 Batch 466/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9460, Loss: 0.0164 Epoch 43 Batch 467/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9460, Loss: 0.0207 Epoch 43 Batch 468/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9506, Loss: 0.0177 Epoch 43 Batch 469/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9464, Loss: 0.0130 Epoch 43 Batch 470/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9496, Loss: 0.0237 Epoch 43 Batch 471/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9496, Loss: 0.0139 Epoch 43 Batch 472/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9439, Loss: 0.0180 Epoch 43 Batch 473/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9442, Loss: 0.0200 Epoch 43 Batch 474/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9393, Loss: 0.0191 Epoch 43 Batch 475/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9393, Loss: 0.0169 Epoch 43 Batch 476/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9389, Loss: 0.0150 Epoch 43 Batch 477/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9428, Loss: 0.0235 Epoch 43 Batch 478/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9428, Loss: 0.0206 Epoch 43 Batch 479/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9478, Loss: 0.0227 Epoch 43 Batch 480/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9528, Loss: 0.0185 Epoch 43 Batch 481/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9485, Loss: 0.0160 Epoch 43 Batch 482/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9482, Loss: 0.0204 Epoch 43 Batch 483/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9482, Loss: 0.0258 Epoch 43 Batch 484/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9553, Loss: 0.0231 Epoch 43 Batch 485/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9450, Loss: 0.0174 Epoch 43 Batch 486/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9453, Loss: 0.0165 Epoch 43 Batch 487/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9453, Loss: 0.0155 Epoch 43 Batch 488/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9411, Loss: 0.0199 Epoch 43 Batch 489/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9435, Loss: 0.0220 Epoch 43 Batch 490/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9361, Loss: 0.0208 Epoch 43 Batch 491/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0281 Epoch 43 Batch 492/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9379, Loss: 0.0246 Epoch 43 Batch 493/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9379, Loss: 0.0167 Epoch 43 Batch 494/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9432, Loss: 0.0162 Epoch 43 Batch 495/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9432, Loss: 0.0191 Epoch 43 Batch 496/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9386, Loss: 0.0223 Epoch 43 Batch 497/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9435, Loss: 0.0222 Epoch 43 Batch 498/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9492, Loss: 0.0267 Epoch 43 Batch 499/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9535, Loss: 0.0195 Epoch 43 Batch 500/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9599, Loss: 0.0162 Epoch 43 Batch 501/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0159 Epoch 43 Batch 502/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9595, Loss: 0.0238 Epoch 43 Batch 503/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0151 Epoch 43 Batch 504/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0200 Epoch 43 Batch 505/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9599, Loss: 0.0131 Epoch 43 Batch 506/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9648, Loss: 0.0299 Epoch 43 Batch 507/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9599, Loss: 0.0223 Epoch 43 Batch 508/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9599, Loss: 0.0135 Epoch 43 Batch 509/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9545, Loss: 0.0243 Epoch 43 Batch 510/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9492, Loss: 0.0162 Epoch 43 Batch 511/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9467, Loss: 0.0213 Epoch 43 Batch 512/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9517, Loss: 0.0146 Epoch 43 Batch 513/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9574, Loss: 0.0223 Epoch 43 Batch 514/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0180 Epoch 43 Batch 515/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0198 Epoch 43 Batch 516/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9602, Loss: 0.0191 Epoch 43 Batch 517/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9549, Loss: 0.0259 Epoch 43 Batch 518/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9545, Loss: 0.0201 Epoch 43 Batch 519/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9577, Loss: 0.0225 Epoch 43 Batch 520/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9542, Loss: 0.0148 Epoch 43 Batch 521/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9553, Loss: 0.0242 Epoch 43 Batch 522/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9506, Loss: 0.0270 Epoch 43 Batch 523/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9453, Loss: 0.0217 Epoch 43 Batch 524/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9407, Loss: 0.0221 Epoch 43 Batch 525/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9315, Loss: 0.0204 Epoch 43 Batch 526/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9315, Loss: 0.0175 Epoch 43 Batch 527/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9517, Loss: 0.0213 Epoch 43 Batch 528/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9467, Loss: 0.0216 Epoch 43 Batch 529/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9545, Loss: 0.0212 Epoch 43 Batch 530/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9545, Loss: 0.0196 Epoch 43 Batch 531/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9524, Loss: 0.0200 Epoch 43 Batch 532/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9524, Loss: 0.0318 Epoch 43 Batch 533/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9474, Loss: 0.0178 Epoch 43 Batch 534/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9521, Loss: 0.0261 Epoch 43 Batch 535/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0193 Epoch 43 Batch 536/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9556, Loss: 0.0223 Epoch 43 Batch 537/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9556, Loss: 0.0177 Epoch 43 Batch 538/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9627, Loss: 0.0185 Epoch 43 Batch 539/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9680, Loss: 0.0246 Epoch 43 Batch 540/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9680, Loss: 0.0140 Epoch 43 Batch 541/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9638, Loss: 0.0172 Epoch 43 Batch 542/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9574, Loss: 0.0217 Epoch 43 Batch 543/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9620, Loss: 0.0156 Epoch 43 Batch 544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9613, Loss: 0.0117 Epoch 43 Batch 545/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9549, Loss: 0.0176 Epoch 43 Batch 546/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0244 Epoch 43 Batch 547/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9428, Loss: 0.0200 Epoch 43 Batch 548/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0236 Epoch 43 Batch 549/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0240 Epoch 43 Batch 550/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9528, Loss: 0.0202 Epoch 43 Batch 551/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9478, Loss: 0.0263 Epoch 43 Batch 552/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9393, Loss: 0.0233 Epoch 43 Batch 553/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9389, Loss: 0.0298 Epoch 43 Batch 554/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9460, Loss: 0.0177 Epoch 43 Batch 555/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9428, Loss: 0.0195 Epoch 43 Batch 556/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9403, Loss: 0.0149 Epoch 43 Batch 557/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0194 Epoch 43 Batch 558/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9403, Loss: 0.0180 Epoch 43 Batch 559/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9478, Loss: 0.0201 Epoch 43 Batch 560/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9474, Loss: 0.0215 Epoch 43 Batch 561/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9482, Loss: 0.0179 Epoch 43 Batch 562/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9478, Loss: 0.0191 Epoch 43 Batch 563/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9499, Loss: 0.0218 Epoch 43 Batch 564/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9446, Loss: 0.0256 Epoch 43 Batch 565/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9471, Loss: 0.0320 Epoch 43 Batch 566/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0224 Epoch 43 Batch 567/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9474, Loss: 0.0246 Epoch 43 Batch 568/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9482, Loss: 0.0195 Epoch 43 Batch 569/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9535, Loss: 0.0215 Epoch 43 Batch 570/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9535, Loss: 0.0257 Epoch 43 Batch 571/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9588, Loss: 0.0151 Epoch 43 Batch 572/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9641, Loss: 0.0212 Epoch 43 Batch 573/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9645, Loss: 0.0338 Epoch 43 Batch 574/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9606, Loss: 0.0223 Epoch 43 Batch 575/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9606, Loss: 0.0167 Epoch 43 Batch 576/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9645, Loss: 0.0185 Epoch 43 Batch 577/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9595, Loss: 0.0221 Epoch 43 Batch 578/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0204 Epoch 43 Batch 579/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9595, Loss: 0.0215 Epoch 43 Batch 580/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0181 Epoch 43 Batch 581/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0151 Epoch 43 Batch 582/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9450, Loss: 0.0173 Epoch 43 Batch 583/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9450, Loss: 0.0234 Epoch 43 Batch 584/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9510, Loss: 0.0224 Epoch 43 Batch 585/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9510, Loss: 0.0133 Epoch 43 Batch 586/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9510, Loss: 0.0159 Epoch 43 Batch 587/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9418, Loss: 0.0222 Epoch 43 Batch 588/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9492, Loss: 0.0185 Epoch 43 Batch 589/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0209 Epoch 43 Batch 590/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9425, Loss: 0.0202 Epoch 43 Batch 591/1077 - Train Accuracy: 0.9709, Validation Accuracy: 0.9467, Loss: 0.0202 Epoch 43 Batch 592/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9496, Loss: 0.0180 Epoch 43 Batch 593/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9545, Loss: 0.0367 Epoch 43 Batch 594/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9556, Loss: 0.0258 Epoch 43 Batch 595/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9513, Loss: 0.0190 Epoch 43 Batch 596/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9577, Loss: 0.0205 Epoch 43 Batch 597/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9581, Loss: 0.0169 Epoch 43 Batch 598/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9581, Loss: 0.0194 Epoch 43 Batch 599/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9585, Loss: 0.0344 Epoch 43 Batch 600/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9585, Loss: 0.0211 Epoch 43 Batch 601/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0186 Epoch 43 Batch 602/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9652, Loss: 0.0217 Epoch 43 Batch 603/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9652, Loss: 0.0213 Epoch 43 Batch 604/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9556, Loss: 0.0298 Epoch 43 Batch 605/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9606, Loss: 0.0238 Epoch 43 Batch 606/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9606, Loss: 0.0190 Epoch 43 Batch 607/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9585, Loss: 0.0259 Epoch 43 Batch 608/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9599, Loss: 0.0250 Epoch 43 Batch 609/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9599, Loss: 0.0292 Epoch 43 Batch 610/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9531, Loss: 0.0239 Epoch 43 Batch 611/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9595, Loss: 0.0201 Epoch 43 Batch 612/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0167 Epoch 43 Batch 613/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9521, Loss: 0.0220 Epoch 43 Batch 614/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9521, Loss: 0.0228 Epoch 43 Batch 615/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9528, Loss: 0.0156 Epoch 43 Batch 616/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0200 Epoch 43 Batch 617/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9524, Loss: 0.0169 Epoch 43 Batch 618/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0221 Epoch 43 Batch 619/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9517, Loss: 0.0147 Epoch 43 Batch 620/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9517, Loss: 0.0177 Epoch 43 Batch 621/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9521, Loss: 0.0270 Epoch 43 Batch 622/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9531, Loss: 0.0251 Epoch 43 Batch 623/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9510, Loss: 0.0257 Epoch 43 Batch 624/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9506, Loss: 0.0211 Epoch 43 Batch 625/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9506, Loss: 0.0195 Epoch 43 Batch 626/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9524, Loss: 0.0233 Epoch 43 Batch 627/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0173 Epoch 43 Batch 628/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9588, Loss: 0.0261 Epoch 43 Batch 629/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9588, Loss: 0.0220 Epoch 43 Batch 630/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0172 Epoch 43 Batch 631/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9567, Loss: 0.0219 Epoch 43 Batch 632/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0173 Epoch 43 Batch 633/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9585, Loss: 0.0188 Epoch 43 Batch 634/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9638, Loss: 0.0173 Epoch 43 Batch 635/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9574, Loss: 0.0221 Epoch 43 Batch 636/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0188 Epoch 43 Batch 637/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9595, Loss: 0.0184 Epoch 43 Batch 638/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9620, Loss: 0.0177 Epoch 43 Batch 639/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0262 Epoch 43 Batch 640/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0155 Epoch 43 Batch 641/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9648, Loss: 0.0155 Epoch 43 Batch 642/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9648, Loss: 0.0155 Epoch 43 Batch 643/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9698, Loss: 0.0184 Epoch 43 Batch 644/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9695, Loss: 0.0156 Epoch 43 Batch 645/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9691, Loss: 0.0206 Epoch 43 Batch 646/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9727, Loss: 0.0176 Epoch 43 Batch 647/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9698, Loss: 0.0228 Epoch 43 Batch 648/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9691, Loss: 0.0154 Epoch 43 Batch 649/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9691, Loss: 0.0187 Epoch 43 Batch 650/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0191 Epoch 43 Batch 651/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9684, Loss: 0.0159 Epoch 43 Batch 652/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9574, Loss: 0.0210 Epoch 43 Batch 653/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9528, Loss: 0.0232 Epoch 43 Batch 654/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0213 Epoch 43 Batch 655/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9581, Loss: 0.0262 Epoch 43 Batch 656/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0210 Epoch 43 Batch 657/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9499, Loss: 0.0208 Epoch 43 Batch 658/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9499, Loss: 0.0135 Epoch 43 Batch 659/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9499, Loss: 0.0170 Epoch 43 Batch 660/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9496, Loss: 0.0152 Epoch 43 Batch 661/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9499, Loss: 0.0194 Epoch 43 Batch 662/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9499, Loss: 0.0174 Epoch 43 Batch 663/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0148 Epoch 43 Batch 664/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9513, Loss: 0.0208 Epoch 43 Batch 665/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9421, Loss: 0.0125 Epoch 43 Batch 666/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9379, Loss: 0.0226 Epoch 43 Batch 667/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9428, Loss: 0.0251 Epoch 43 Batch 668/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9528, Loss: 0.0178 Epoch 43 Batch 669/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9517, Loss: 0.0150 Epoch 43 Batch 670/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9521, Loss: 0.0155 Epoch 43 Batch 671/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9521, Loss: 0.0237 Epoch 43 Batch 672/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0183 Epoch 43 Batch 673/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9517, Loss: 0.0222 Epoch 43 Batch 674/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9474, Loss: 0.0190 Epoch 43 Batch 675/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9474, Loss: 0.0219 Epoch 43 Batch 676/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9471, Loss: 0.0190 Epoch 43 Batch 677/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9425, Loss: 0.0193 Epoch 43 Batch 678/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9375, Loss: 0.0145 Epoch 43 Batch 679/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9354, Loss: 0.0144 Epoch 43 Batch 680/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9403, Loss: 0.0222 Epoch 43 Batch 681/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9403, Loss: 0.0196 Epoch 43 Batch 682/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9400, Loss: 0.0163 Epoch 43 Batch 683/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9457, Loss: 0.0163 Epoch 43 Batch 684/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9474, Loss: 0.0222 Epoch 43 Batch 685/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9521, Loss: 0.0255 Epoch 43 Batch 686/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9517, Loss: 0.0148 Epoch 43 Batch 687/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9521, Loss: 0.0179 Epoch 43 Batch 688/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9542, Loss: 0.0149 Epoch 43 Batch 689/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0113 Epoch 43 Batch 690/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9641, Loss: 0.0236 Epoch 43 Batch 691/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9641, Loss: 0.0209 Epoch 43 Batch 692/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9641, Loss: 0.0207 Epoch 43 Batch 693/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9613, Loss: 0.0354 Epoch 43 Batch 694/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9616, Loss: 0.0196 Epoch 43 Batch 695/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9734, Loss: 0.0244 Epoch 43 Batch 696/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9727, Loss: 0.0164 Epoch 43 Batch 697/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9631, Loss: 0.0203 Epoch 43 Batch 698/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9585, Loss: 0.0162 Epoch 43 Batch 699/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9577, Loss: 0.0147 Epoch 43 Batch 700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9577, Loss: 0.0182 Epoch 43 Batch 701/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0200 Epoch 43 Batch 702/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9577, Loss: 0.0308 Epoch 43 Batch 703/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9624, Loss: 0.0192 Epoch 43 Batch 704/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9624, Loss: 0.0266 Epoch 43 Batch 705/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9624, Loss: 0.0230 Epoch 43 Batch 706/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9670, Loss: 0.0359 Epoch 43 Batch 707/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9673, Loss: 0.0287 Epoch 43 Batch 708/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9538, Loss: 0.0190 Epoch 43 Batch 709/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0250 Epoch 43 Batch 710/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9577, Loss: 0.0125 Epoch 43 Batch 711/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9528, Loss: 0.0250 Epoch 43 Batch 712/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9474, Loss: 0.0183 Epoch 43 Batch 713/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9478, Loss: 0.0196 Epoch 43 Batch 714/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9528, Loss: 0.0225 Epoch 43 Batch 715/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0201 Epoch 43 Batch 716/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9485, Loss: 0.0167 Epoch 43 Batch 717/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9535, Loss: 0.0125 Epoch 43 Batch 718/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9581, Loss: 0.0222 Epoch 43 Batch 719/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9517, Loss: 0.0249 Epoch 43 Batch 720/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9627, Loss: 0.0211 Epoch 43 Batch 721/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0184 Epoch 43 Batch 722/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9588, Loss: 0.0163 Epoch 43 Batch 723/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0184 Epoch 43 Batch 724/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9542, Loss: 0.0234 Epoch 43 Batch 725/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9542, Loss: 0.0173 Epoch 43 Batch 726/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0190 Epoch 43 Batch 727/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9474, Loss: 0.0175 Epoch 43 Batch 728/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9478, Loss: 0.0259 Epoch 43 Batch 729/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0253 Epoch 43 Batch 730/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9478, Loss: 0.0297 Epoch 43 Batch 731/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9432, Loss: 0.0209 Epoch 43 Batch 732/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9482, Loss: 0.0215 Epoch 43 Batch 733/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0249 Epoch 43 Batch 734/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9460, Loss: 0.0186 Epoch 43 Batch 735/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9489, Loss: 0.0157 Epoch 43 Batch 736/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9489, Loss: 0.0176 Epoch 43 Batch 737/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0196 Epoch 43 Batch 738/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9542, Loss: 0.0133 Epoch 43 Batch 739/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9496, Loss: 0.0171 Epoch 43 Batch 740/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9499, Loss: 0.0160 Epoch 43 Batch 741/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9496, Loss: 0.0263 Epoch 43 Batch 742/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9496, Loss: 0.0222 Epoch 43 Batch 743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9492, Loss: 0.0183 Epoch 43 Batch 744/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9663, Loss: 0.0202 Epoch 43 Batch 745/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9624, Loss: 0.0217 Epoch 43 Batch 746/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9652, Loss: 0.0180 Epoch 43 Batch 747/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9652, Loss: 0.0164 Epoch 43 Batch 748/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0169 Epoch 43 Batch 749/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9577, Loss: 0.0146 Epoch 43 Batch 750/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9577, Loss: 0.0187 Epoch 43 Batch 751/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9521, Loss: 0.0199 Epoch 43 Batch 752/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9567, Loss: 0.0217 Epoch 43 Batch 753/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0143 Epoch 43 Batch 754/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0221 Epoch 43 Batch 755/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0251 Epoch 43 Batch 756/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0188 Epoch 43 Batch 757/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9592, Loss: 0.0247 Epoch 43 Batch 758/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9592, Loss: 0.0170 Epoch 43 Batch 759/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9513, Loss: 0.0206 Epoch 43 Batch 760/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9567, Loss: 0.0217 Epoch 43 Batch 761/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0205 Epoch 43 Batch 762/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9602, Loss: 0.0189 Epoch 43 Batch 763/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9602, Loss: 0.0236 Epoch 43 Batch 764/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9549, Loss: 0.0201 Epoch 43 Batch 765/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9560, Loss: 0.0298 Epoch 43 Batch 766/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0285 Epoch 43 Batch 767/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0226 Epoch 43 Batch 768/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9656, Loss: 0.0187 Epoch 43 Batch 769/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0212 Epoch 43 Batch 770/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0165 Epoch 43 Batch 771/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0158 Epoch 43 Batch 772/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9588, Loss: 0.0184 Epoch 43 Batch 773/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9581, Loss: 0.0177 Epoch 43 Batch 774/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0194 Epoch 43 Batch 775/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9599, Loss: 0.0187 Epoch 43 Batch 776/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9652, Loss: 0.0210 Epoch 43 Batch 777/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9677, Loss: 0.0156 Epoch 43 Batch 778/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9659, Loss: 0.0192 Epoch 43 Batch 779/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9709, Loss: 0.0163 Epoch 43 Batch 780/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9609, Loss: 0.0263 Epoch 43 Batch 781/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9606, Loss: 0.0208 Epoch 43 Batch 782/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9705, Loss: 0.0186 Epoch 43 Batch 783/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9677, Loss: 0.0207 Epoch 43 Batch 784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9677, Loss: 0.0162 Epoch 43 Batch 785/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9631, Loss: 0.0147 Epoch 43 Batch 786/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9581, Loss: 0.0170 Epoch 43 Batch 787/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9577, Loss: 0.0179 Epoch 43 Batch 788/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0188 Epoch 43 Batch 789/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9663, Loss: 0.0211 Epoch 43 Batch 790/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9663, Loss: 0.0249 Epoch 43 Batch 791/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0214 Epoch 43 Batch 792/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9652, Loss: 0.0192 Epoch 43 Batch 793/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9531, Loss: 0.0210 Epoch 43 Batch 794/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9535, Loss: 0.0184 Epoch 43 Batch 795/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9538, Loss: 0.0241 Epoch 43 Batch 796/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0212 Epoch 43 Batch 797/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9585, Loss: 0.0197 Epoch 43 Batch 798/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9538, Loss: 0.0146 Epoch 43 Batch 799/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9545, Loss: 0.0312 Epoch 43 Batch 800/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0154 Epoch 43 Batch 801/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9588, Loss: 0.0181 Epoch 43 Batch 802/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9680, Loss: 0.0275 Epoch 43 Batch 803/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9680, Loss: 0.0179 Epoch 43 Batch 804/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9624, Loss: 0.0128 Epoch 43 Batch 805/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0196 Epoch 43 Batch 806/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9553, Loss: 0.0155 Epoch 43 Batch 807/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9489, Loss: 0.0153 Epoch 43 Batch 808/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9489, Loss: 0.0334 Epoch 43 Batch 809/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9489, Loss: 0.0369 Epoch 43 Batch 810/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9563, Loss: 0.0155 Epoch 43 Batch 811/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0201 Epoch 43 Batch 812/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9478, Loss: 0.0193 Epoch 43 Batch 813/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9464, Loss: 0.0170 Epoch 43 Batch 814/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9510, Loss: 0.0200 Epoch 43 Batch 815/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9446, Loss: 0.0228 Epoch 43 Batch 816/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9499, Loss: 0.0152 Epoch 43 Batch 817/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9489, Loss: 0.0201 Epoch 43 Batch 818/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9553, Loss: 0.0225 Epoch 43 Batch 819/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9553, Loss: 0.0200 Epoch 43 Batch 820/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0196 Epoch 43 Batch 821/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9549, Loss: 0.0210 Epoch 43 Batch 822/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9567, Loss: 0.0155 Epoch 43 Batch 823/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9620, Loss: 0.0237 Epoch 43 Batch 824/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9631, Loss: 0.0241 Epoch 43 Batch 825/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9673, Loss: 0.0113 Epoch 43 Batch 826/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9677, Loss: 0.0169 Epoch 43 Batch 827/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9634, Loss: 0.0244 Epoch 43 Batch 828/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9634, Loss: 0.0174 Epoch 43 Batch 829/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9656, Loss: 0.0255 Epoch 43 Batch 830/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9705, Loss: 0.0221 Epoch 43 Batch 831/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9656, Loss: 0.0209 Epoch 43 Batch 832/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9585, Loss: 0.0141 Epoch 43 Batch 833/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0257 Epoch 43 Batch 834/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9620, Loss: 0.0215 Epoch 43 Batch 835/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9620, Loss: 0.0182 Epoch 43 Batch 836/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0201 Epoch 43 Batch 837/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9677, Loss: 0.0216 Epoch 43 Batch 838/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0211 Epoch 43 Batch 839/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0151 Epoch 43 Batch 840/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9556, Loss: 0.0221 Epoch 43 Batch 841/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9570, Loss: 0.0316 Epoch 43 Batch 842/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9553, Loss: 0.0160 Epoch 43 Batch 843/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9574, Loss: 0.0158 Epoch 43 Batch 844/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9574, Loss: 0.0172 Epoch 43 Batch 845/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0177 Epoch 43 Batch 846/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9616, Loss: 0.0291 Epoch 43 Batch 847/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0205 Epoch 43 Batch 848/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9680, Loss: 0.0223 Epoch 43 Batch 849/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9631, Loss: 0.0135 Epoch 43 Batch 850/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9631, Loss: 0.0286 Epoch 43 Batch 851/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9631, Loss: 0.0252 Epoch 43 Batch 852/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9677, Loss: 0.0255 Epoch 43 Batch 853/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0181 Epoch 43 Batch 854/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9670, Loss: 0.0206 Epoch 43 Batch 855/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9709, Loss: 0.0222 Epoch 43 Batch 856/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9659, Loss: 0.0238 Epoch 43 Batch 857/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9553, Loss: 0.0186 Epoch 43 Batch 858/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9602, Loss: 0.0115 Epoch 43 Batch 859/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9489, Loss: 0.0200 Epoch 43 Batch 860/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9524, Loss: 0.0205 Epoch 43 Batch 861/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9528, Loss: 0.0237 Epoch 43 Batch 862/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0228 Epoch 43 Batch 863/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9528, Loss: 0.0185 Epoch 43 Batch 864/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9528, Loss: 0.0199 Epoch 43 Batch 865/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9364, Loss: 0.0202 Epoch 43 Batch 866/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9418, Loss: 0.0266 Epoch 43 Batch 867/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9513, Loss: 0.0581 Epoch 43 Batch 868/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9592, Loss: 0.0268 Epoch 43 Batch 869/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9684, Loss: 0.0202 Epoch 43 Batch 870/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9680, Loss: 0.0207 Epoch 43 Batch 871/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9645, Loss: 0.0191 Epoch 43 Batch 872/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9716, Loss: 0.0214 Epoch 43 Batch 873/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9670, Loss: 0.0207 Epoch 43 Batch 874/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9695, Loss: 0.0251 Epoch 43 Batch 875/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9627, Loss: 0.0192 Epoch 43 Batch 876/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9716, Loss: 0.0191 Epoch 43 Batch 877/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0167 Epoch 43 Batch 878/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9549, Loss: 0.0155 Epoch 43 Batch 879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9457, Loss: 0.0153 Epoch 43 Batch 880/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9457, Loss: 0.0225 Epoch 43 Batch 881/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9457, Loss: 0.0182 Epoch 43 Batch 882/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9478, Loss: 0.0193 Epoch 43 Batch 883/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9570, Loss: 0.0277 Epoch 43 Batch 884/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9570, Loss: 0.0213 Epoch 43 Batch 885/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9570, Loss: 0.0131 Epoch 43 Batch 886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0183 Epoch 43 Batch 887/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9510, Loss: 0.0267 Epoch 43 Batch 888/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9556, Loss: 0.0236 Epoch 43 Batch 889/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9556, Loss: 0.0185 Epoch 43 Batch 890/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9528, Loss: 0.0202 Epoch 43 Batch 891/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9538, Loss: 0.0167 Epoch 43 Batch 892/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0179 Epoch 43 Batch 893/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9492, Loss: 0.0184 Epoch 43 Batch 894/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9513, Loss: 0.0163 Epoch 43 Batch 895/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9560, Loss: 0.0206 Epoch 43 Batch 896/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9563, Loss: 0.0158 Epoch 43 Batch 897/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0172 Epoch 43 Batch 898/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9588, Loss: 0.0235 Epoch 43 Batch 899/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0223 Epoch 43 Batch 900/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0211 Epoch 43 Batch 901/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9634, Loss: 0.0303 Epoch 43 Batch 902/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0253 Epoch 43 Batch 903/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0196 Epoch 43 Batch 904/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0195 Epoch 43 Batch 905/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0155 Epoch 43 Batch 906/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0175 Epoch 43 Batch 907/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9638, Loss: 0.0210 Epoch 43 Batch 908/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0180 Epoch 43 Batch 909/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9634, Loss: 0.0250 Epoch 43 Batch 910/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9631, Loss: 0.0226 Epoch 43 Batch 911/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9631, Loss: 0.0243 Epoch 43 Batch 912/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0201 Epoch 43 Batch 913/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9723, Loss: 0.0287 Epoch 43 Batch 914/1077 - Train Accuracy: 0.9495, Validation Accuracy: 0.9723, Loss: 0.0514 Epoch 43 Batch 915/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9680, Loss: 0.0268 Epoch 43 Batch 916/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0195 Epoch 43 Batch 917/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9680, Loss: 0.0231 Epoch 43 Batch 918/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9680, Loss: 0.0161 Epoch 43 Batch 919/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9634, Loss: 0.0166 Epoch 43 Batch 920/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0146 Epoch 43 Batch 921/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9631, Loss: 0.0206 Epoch 43 Batch 922/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 43 Batch 923/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9631, Loss: 0.0139 Epoch 43 Batch 924/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9581, Loss: 0.0255 Epoch 43 Batch 925/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9624, Loss: 0.0145 Epoch 43 Batch 926/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9624, Loss: 0.0228 Epoch 43 Batch 927/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9624, Loss: 0.0267 Epoch 43 Batch 928/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9624, Loss: 0.0205 Epoch 43 Batch 929/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9624, Loss: 0.0161 Epoch 43 Batch 930/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0152 Epoch 43 Batch 931/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9620, Loss: 0.0196 Epoch 43 Batch 932/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9620, Loss: 0.0187 Epoch 43 Batch 933/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9666, Loss: 0.0185 Epoch 43 Batch 934/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9670, Loss: 0.0164 Epoch 43 Batch 935/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9631, Loss: 0.0199 Epoch 43 Batch 936/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0211 Epoch 43 Batch 937/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9631, Loss: 0.0258 Epoch 43 Batch 938/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9652, Loss: 0.0248 Epoch 43 Batch 939/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9652, Loss: 0.0251 Epoch 43 Batch 940/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0179 Epoch 43 Batch 941/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9638, Loss: 0.0158 Epoch 43 Batch 942/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9634, Loss: 0.0235 Epoch 43 Batch 943/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 43 Batch 944/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 43 Batch 945/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9602, Loss: 0.0141 Epoch 43 Batch 946/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9599, Loss: 0.0126 Epoch 43 Batch 947/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9538, Loss: 0.0205 Epoch 43 Batch 948/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0176 Epoch 43 Batch 949/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0156 Epoch 43 Batch 950/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9531, Loss: 0.0154 Epoch 43 Batch 951/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9549, Loss: 0.0181 Epoch 43 Batch 952/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9563, Loss: 0.0121 Epoch 43 Batch 953/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9563, Loss: 0.0145 Epoch 43 Batch 954/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0242 Epoch 43 Batch 955/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9631, Loss: 0.0233 Epoch 43 Batch 956/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0211 Epoch 43 Batch 957/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9616, Loss: 0.0137 Epoch 43 Batch 958/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9574, Loss: 0.0201 Epoch 43 Batch 959/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0221 Epoch 43 Batch 960/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9592, Loss: 0.0152 Epoch 43 Batch 961/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9634, Loss: 0.0150 Epoch 43 Batch 962/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9680, Loss: 0.0249 Epoch 43 Batch 963/1077 - Train Accuracy: 0.9813, Validation Accuracy: 0.9680, Loss: 0.0294 Epoch 43 Batch 964/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9585, Loss: 0.0161 Epoch 43 Batch 965/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9592, Loss: 0.0333 Epoch 43 Batch 966/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9592, Loss: 0.0184 Epoch 43 Batch 967/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9592, Loss: 0.0231 Epoch 43 Batch 968/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9581, Loss: 0.0225 Epoch 43 Batch 969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9581, Loss: 0.0258 Epoch 43 Batch 970/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9574, Loss: 0.0183 Epoch 43 Batch 971/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9616, Loss: 0.0273 Epoch 43 Batch 972/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9588, Loss: 0.0255 Epoch 43 Batch 973/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9588, Loss: 0.0138 Epoch 43 Batch 974/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0184 Epoch 43 Batch 975/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9553, Loss: 0.0152 Epoch 43 Batch 976/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9556, Loss: 0.0152 Epoch 43 Batch 977/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9556, Loss: 0.0128 Epoch 43 Batch 978/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9556, Loss: 0.0204 Epoch 43 Batch 979/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9528, Loss: 0.0160 Epoch 43 Batch 980/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9439, Loss: 0.0220 Epoch 43 Batch 981/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9439, Loss: 0.0255 Epoch 43 Batch 982/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9503, Loss: 0.0206 Epoch 43 Batch 983/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9442, Loss: 0.0172 Epoch 43 Batch 984/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9510, Loss: 0.0257 Epoch 43 Batch 985/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9613, Loss: 0.0153 Epoch 43 Batch 986/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9517, Loss: 0.0182 Epoch 43 Batch 987/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9471, Loss: 0.0138 Epoch 43 Batch 988/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9396, Loss: 0.0226 Epoch 43 Batch 989/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9442, Loss: 0.0187 Epoch 43 Batch 990/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9442, Loss: 0.0232 Epoch 43 Batch 991/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9442, Loss: 0.0160 Epoch 43 Batch 992/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9446, Loss: 0.0207 Epoch 43 Batch 993/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9492, Loss: 0.0145 Epoch 43 Batch 994/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9492, Loss: 0.0167 Epoch 43 Batch 995/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9474, Loss: 0.0184 Epoch 43 Batch 996/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0204 Epoch 43 Batch 997/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9379, Loss: 0.0210 Epoch 43 Batch 998/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9347, Loss: 0.0154 Epoch 43 Batch 999/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9347, Loss: 0.0230 Epoch 43 Batch 1000/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9439, Loss: 0.0196 Epoch 43 Batch 1001/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9439, Loss: 0.0145 Epoch 43 Batch 1002/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9503, Loss: 0.0125 Epoch 43 Batch 1003/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9503, Loss: 0.0242 Epoch 43 Batch 1004/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9446, Loss: 0.0209 Epoch 43 Batch 1005/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0195 Epoch 43 Batch 1006/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9453, Loss: 0.0181 Epoch 43 Batch 1007/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9439, Loss: 0.0129 Epoch 43 Batch 1008/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9396, Loss: 0.0231 Epoch 43 Batch 1009/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9531, Loss: 0.0151 Epoch 43 Batch 1010/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0161 Epoch 43 Batch 1011/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0181 Epoch 43 Batch 1012/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9634, Loss: 0.0178 Epoch 43 Batch 1013/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9517, Loss: 0.0146 Epoch 43 Batch 1014/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9517, Loss: 0.0171 Epoch 43 Batch 1015/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9517, Loss: 0.0235 Epoch 43 Batch 1016/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9482, Loss: 0.0176 Epoch 43 Batch 1017/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9528, Loss: 0.0200 Epoch 43 Batch 1018/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9528, Loss: 0.0252 Epoch 43 Batch 1019/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9577, Loss: 0.0290 Epoch 43 Batch 1020/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9602, Loss: 0.0170 Epoch 43 Batch 1021/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9602, Loss: 0.0144 Epoch 43 Batch 1022/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0147 Epoch 43 Batch 1023/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9602, Loss: 0.0208 Epoch 43 Batch 1024/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9645, Loss: 0.0258 Epoch 43 Batch 1025/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9648, Loss: 0.0205 Epoch 43 Batch 1026/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9648, Loss: 0.0198 Epoch 43 Batch 1027/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9595, Loss: 0.0152 Epoch 43 Batch 1028/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9595, Loss: 0.0201 Epoch 43 Batch 1029/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9631, Loss: 0.0149 Epoch 43 Batch 1030/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9627, Loss: 0.0173 Epoch 43 Batch 1031/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9670, Loss: 0.0232 Epoch 43 Batch 1032/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9670, Loss: 0.0218 Epoch 43 Batch 1033/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9670, Loss: 0.0202 Epoch 43 Batch 1034/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9716, Loss: 0.0171 Epoch 43 Batch 1035/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9716, Loss: 0.0157 Epoch 43 Batch 1036/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9670, Loss: 0.0263 Epoch 43 Batch 1037/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0204 Epoch 43 Batch 1038/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0228 Epoch 43 Batch 1039/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9602, Loss: 0.0187 Epoch 43 Batch 1040/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9506, Loss: 0.0217 Epoch 43 Batch 1041/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0316 Epoch 43 Batch 1042/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0179 Epoch 43 Batch 1043/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9645, Loss: 0.0275 Epoch 43 Batch 1044/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9645, Loss: 0.0195 Epoch 43 Batch 1045/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9645, Loss: 0.0188 Epoch 43 Batch 1046/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9602, Loss: 0.0123 Epoch 43 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9602, Loss: 0.0150 Epoch 43 Batch 1048/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0232 Epoch 43 Batch 1049/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9595, Loss: 0.0220 Epoch 43 Batch 1050/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9595, Loss: 0.0118 Epoch 43 Batch 1051/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9592, Loss: 0.0245 Epoch 43 Batch 1052/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9595, Loss: 0.0176 Epoch 43 Batch 1053/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9648, Loss: 0.0241 Epoch 43 Batch 1054/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9680, Loss: 0.0207 Epoch 43 Batch 1055/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0230 Epoch 43 Batch 1056/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9677, Loss: 0.0137 Epoch 43 Batch 1057/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9677, Loss: 0.0196 Epoch 43 Batch 1058/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9702, Loss: 0.0224 Epoch 43 Batch 1059/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9755, Loss: 0.0237 Epoch 43 Batch 1060/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9698, Loss: 0.0162 Epoch 43 Batch 1061/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9666, Loss: 0.0256 Epoch 43 Batch 1062/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9616, Loss: 0.0215 Epoch 43 Batch 1063/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9613, Loss: 0.0219 Epoch 43 Batch 1064/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9613, Loss: 0.0188 Epoch 43 Batch 1065/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9613, Loss: 0.0204 Epoch 43 Batch 1066/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9510, Loss: 0.0157 Epoch 43 Batch 1067/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9510, Loss: 0.0189 Epoch 43 Batch 1068/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0136 Epoch 43 Batch 1069/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9524, Loss: 0.0168 Epoch 43 Batch 1070/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9531, Loss: 0.0178 Epoch 43 Batch 1071/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9602, Loss: 0.0192 Epoch 43 Batch 1072/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9545, Loss: 0.0180 Epoch 43 Batch 1073/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9574, Loss: 0.0185 Epoch 43 Batch 1074/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9577, Loss: 0.0250 Epoch 43 Batch 1075/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9634, Loss: 0.0233 Epoch 44 Batch 1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9652, Loss: 0.0129 Epoch 44 Batch 2/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9648, Loss: 0.0206 Epoch 44 Batch 3/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9602, Loss: 0.0289 Epoch 44 Batch 4/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9602, Loss: 0.0175 Epoch 44 Batch 5/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0262 Epoch 44 Batch 6/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9606, Loss: 0.0141 Epoch 44 Batch 7/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0183 Epoch 44 Batch 8/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0176 Epoch 44 Batch 9/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9606, Loss: 0.0151 Epoch 44 Batch 10/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9641, Loss: 0.0211 Epoch 44 Batch 11/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9641, Loss: 0.0254 Epoch 44 Batch 12/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9641, Loss: 0.0156 Epoch 44 Batch 13/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9666, Loss: 0.0312 Epoch 44 Batch 14/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9656, Loss: 0.0152 Epoch 44 Batch 15/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0168 Epoch 44 Batch 16/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9652, Loss: 0.0194 Epoch 44 Batch 17/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9663, Loss: 0.0171 Epoch 44 Batch 18/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9663, Loss: 0.0155 Epoch 44 Batch 19/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9663, Loss: 0.0153 Epoch 44 Batch 20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9613, Loss: 0.0174 Epoch 44 Batch 21/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0211 Epoch 44 Batch 22/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9521, Loss: 0.0194 Epoch 44 Batch 23/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9521, Loss: 0.0153 Epoch 44 Batch 24/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9570, Loss: 0.0233 Epoch 44 Batch 25/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9542, Loss: 0.0144 Epoch 44 Batch 26/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9585, Loss: 0.0280 Epoch 44 Batch 27/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9673, Loss: 0.0159 Epoch 44 Batch 28/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9673, Loss: 0.0210 Epoch 44 Batch 29/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9730, Loss: 0.0189 Epoch 44 Batch 30/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9730, Loss: 0.0175 Epoch 44 Batch 31/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9723, Loss: 0.0211 Epoch 44 Batch 32/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0149 Epoch 44 Batch 33/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9723, Loss: 0.0136 Epoch 44 Batch 34/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9670, Loss: 0.0256 Epoch 44 Batch 35/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9716, Loss: 0.0222 Epoch 44 Batch 36/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9716, Loss: 0.0183 Epoch 44 Batch 37/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9666, Loss: 0.0196 Epoch 44 Batch 38/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9663, Loss: 0.0242 Epoch 44 Batch 39/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9663, Loss: 0.0216 Epoch 44 Batch 40/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0163 Epoch 44 Batch 41/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9666, Loss: 0.0140 Epoch 44 Batch 42/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0299 Epoch 44 Batch 43/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9581, Loss: 0.0125 Epoch 44 Batch 44/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9581, Loss: 0.0130 Epoch 44 Batch 45/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9577, Loss: 0.0216 Epoch 44 Batch 46/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9631, Loss: 0.0255 Epoch 44 Batch 47/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9656, Loss: 0.0196 Epoch 44 Batch 48/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0301 Epoch 44 Batch 49/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9538, Loss: 0.0273 Epoch 44 Batch 50/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0182 Epoch 44 Batch 51/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9489, Loss: 0.0186 Epoch 44 Batch 52/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0292 Epoch 44 Batch 53/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9482, Loss: 0.0182 Epoch 44 Batch 54/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9485, Loss: 0.0361 Epoch 44 Batch 55/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9485, Loss: 0.0182 Epoch 44 Batch 56/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9485, Loss: 0.0156 Epoch 44 Batch 57/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9485, Loss: 0.0210 Epoch 44 Batch 58/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9506, Loss: 0.0181 Epoch 44 Batch 59/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0226 Epoch 44 Batch 60/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9535, Loss: 0.0108 Epoch 44 Batch 61/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9556, Loss: 0.0201 Epoch 44 Batch 62/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9556, Loss: 0.0254 Epoch 44 Batch 63/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9535, Loss: 0.0169 Epoch 44 Batch 64/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9581, Loss: 0.0163 Epoch 44 Batch 65/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9602, Loss: 0.0154 Epoch 44 Batch 66/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9602, Loss: 0.0107 Epoch 44 Batch 67/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9606, Loss: 0.0185 Epoch 44 Batch 68/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9513, Loss: 0.0266 Epoch 44 Batch 69/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9549, Loss: 0.0256 Epoch 44 Batch 70/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9496, Loss: 0.0332 Epoch 44 Batch 71/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9489, Loss: 0.0186 Epoch 44 Batch 72/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9545, Loss: 0.0172 Epoch 44 Batch 73/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0174 Epoch 44 Batch 74/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9574, Loss: 0.0197 Epoch 44 Batch 75/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0308 Epoch 44 Batch 76/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0154 Epoch 44 Batch 77/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9581, Loss: 0.0200 Epoch 44 Batch 78/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9538, Loss: 0.0216 Epoch 44 Batch 79/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0146 Epoch 44 Batch 80/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9592, Loss: 0.0159 Epoch 44 Batch 81/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9638, Loss: 0.0159 Epoch 44 Batch 82/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9634, Loss: 0.0199 Epoch 44 Batch 83/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9638, Loss: 0.0149 Epoch 44 Batch 84/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0179 Epoch 44 Batch 85/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9659, Loss: 0.0167 Epoch 44 Batch 86/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9659, Loss: 0.0213 Epoch 44 Batch 87/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9659, Loss: 0.0231 Epoch 44 Batch 88/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9656, Loss: 0.0240 Epoch 44 Batch 89/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9656, Loss: 0.0190 Epoch 44 Batch 90/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0175 Epoch 44 Batch 91/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9702, Loss: 0.0174 Epoch 44 Batch 92/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9638, Loss: 0.0182 Epoch 44 Batch 93/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9588, Loss: 0.0164 Epoch 44 Batch 94/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9549, Loss: 0.0189 Epoch 44 Batch 95/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9549, Loss: 0.0181 Epoch 44 Batch 96/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9574, Loss: 0.0187 Epoch 44 Batch 97/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9574, Loss: 0.0224 Epoch 44 Batch 98/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9627, Loss: 0.0213 Epoch 44 Batch 99/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9577, Loss: 0.0158 Epoch 44 Batch 100/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0194 Epoch 44 Batch 101/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9592, Loss: 0.0212 Epoch 44 Batch 102/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0146 Epoch 44 Batch 103/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9570, Loss: 0.0301 Epoch 44 Batch 104/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9709, Loss: 0.0226 Epoch 44 Batch 105/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9613, Loss: 0.0178 Epoch 44 Batch 106/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9549, Loss: 0.0203 Epoch 44 Batch 107/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9446, Loss: 0.0218 Epoch 44 Batch 108/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9496, Loss: 0.0278 Epoch 44 Batch 109/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0176 Epoch 44 Batch 110/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9602, Loss: 0.0140 Epoch 44 Batch 111/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9602, Loss: 0.0189 Epoch 44 Batch 112/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9599, Loss: 0.0159 Epoch 44 Batch 113/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9624, Loss: 0.0249 Epoch 44 Batch 114/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9673, Loss: 0.0164 Epoch 44 Batch 115/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9645, Loss: 0.0199 Epoch 44 Batch 116/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9616, Loss: 0.0367 Epoch 44 Batch 117/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9641, Loss: 0.0181 Epoch 44 Batch 118/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9624, Loss: 0.0157 Epoch 44 Batch 119/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0151 Epoch 44 Batch 120/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9631, Loss: 0.0188 Epoch 44 Batch 121/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0212 Epoch 44 Batch 122/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9680, Loss: 0.0182 Epoch 44 Batch 123/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9727, Loss: 0.0146 Epoch 44 Batch 124/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9631, Loss: 0.0216 Epoch 44 Batch 125/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9648, Loss: 0.0272 Epoch 44 Batch 126/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9595, Loss: 0.0173 Epoch 44 Batch 127/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9595, Loss: 0.0200 Epoch 44 Batch 128/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9570, Loss: 0.0194 Epoch 44 Batch 129/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0213 Epoch 44 Batch 130/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9553, Loss: 0.0180 Epoch 44 Batch 131/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9535, Loss: 0.0215 Epoch 44 Batch 132/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9535, Loss: 0.0156 Epoch 44 Batch 133/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9585, Loss: 0.0117 Epoch 44 Batch 134/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9606, Loss: 0.0158 Epoch 44 Batch 135/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9631, Loss: 0.0185 Epoch 44 Batch 136/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9631, Loss: 0.0125 Epoch 44 Batch 137/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9634, Loss: 0.0164 Epoch 44 Batch 138/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9634, Loss: 0.0222 Epoch 44 Batch 139/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9684, Loss: 0.0211 Epoch 44 Batch 140/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9620, Loss: 0.0185 Epoch 44 Batch 141/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9620, Loss: 0.0169 Epoch 44 Batch 142/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9620, Loss: 0.0161 Epoch 44 Batch 143/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9634, Loss: 0.0167 Epoch 44 Batch 144/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9606, Loss: 0.0295 Epoch 44 Batch 145/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0168 Epoch 44 Batch 146/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9620, Loss: 0.0546 Epoch 44 Batch 147/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9570, Loss: 0.0196 Epoch 44 Batch 148/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9570, Loss: 0.0239 Epoch 44 Batch 149/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9616, Loss: 0.0161 Epoch 44 Batch 150/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9616, Loss: 0.0215 Epoch 44 Batch 151/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9577, Loss: 0.0173 Epoch 44 Batch 152/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0237 Epoch 44 Batch 153/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9510, Loss: 0.0310 Epoch 44 Batch 154/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0181 Epoch 44 Batch 155/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0185 Epoch 44 Batch 156/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9553, Loss: 0.0133 Epoch 44 Batch 157/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9517, Loss: 0.0147 Epoch 44 Batch 158/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9553, Loss: 0.0235 Epoch 44 Batch 159/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9553, Loss: 0.0199 Epoch 44 Batch 160/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0168 Epoch 44 Batch 161/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0132 Epoch 44 Batch 162/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9624, Loss: 0.0169 Epoch 44 Batch 163/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9624, Loss: 0.0260 Epoch 44 Batch 164/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0172 Epoch 44 Batch 165/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0277 Epoch 44 Batch 166/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9670, Loss: 0.0185 Epoch 44 Batch 167/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9666, Loss: 0.0151 Epoch 44 Batch 168/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9670, Loss: 0.0293 Epoch 44 Batch 169/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9620, Loss: 0.0172 Epoch 44 Batch 170/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9574, Loss: 0.0239 Epoch 44 Batch 171/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9595, Loss: 0.0183 Epoch 44 Batch 172/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9595, Loss: 0.0168 Epoch 44 Batch 173/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9624, Loss: 0.0238 Epoch 44 Batch 174/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9624, Loss: 0.0109 Epoch 44 Batch 175/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9624, Loss: 0.0267 Epoch 44 Batch 176/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9677, Loss: 0.0210 Epoch 44 Batch 177/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9680, Loss: 0.0197 Epoch 44 Batch 178/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9631, Loss: 0.0179 Epoch 44 Batch 179/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9677, Loss: 0.0223 Epoch 44 Batch 180/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9677, Loss: 0.0143 Epoch 44 Batch 181/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0204 Epoch 44 Batch 182/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9677, Loss: 0.0264 Epoch 44 Batch 183/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0166 Epoch 44 Batch 184/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9677, Loss: 0.0233 Epoch 44 Batch 185/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0242 Epoch 44 Batch 186/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0200 Epoch 44 Batch 187/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9478, Loss: 0.0142 Epoch 44 Batch 188/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9531, Loss: 0.0201 Epoch 44 Batch 189/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9535, Loss: 0.0188 Epoch 44 Batch 190/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9535, Loss: 0.0210 Epoch 44 Batch 191/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9467, Loss: 0.0147 Epoch 44 Batch 192/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9467, Loss: 0.0214 Epoch 44 Batch 193/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9506, Loss: 0.0167 Epoch 44 Batch 194/1077 - Train Accuracy: 0.9974, Validation Accuracy: 0.9506, Loss: 0.0147 Epoch 44 Batch 195/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9574, Loss: 0.0205 Epoch 44 Batch 196/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9577, Loss: 0.0117 Epoch 44 Batch 197/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9570, Loss: 0.0239 Epoch 44 Batch 198/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9570, Loss: 0.0229 Epoch 44 Batch 199/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9663, Loss: 0.0141 Epoch 44 Batch 200/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9663, Loss: 0.0167 Epoch 44 Batch 201/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9663, Loss: 0.0219 Epoch 44 Batch 202/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9613, Loss: 0.0169 Epoch 44 Batch 203/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9563, Loss: 0.0214 Epoch 44 Batch 204/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9567, Loss: 0.0430 Epoch 44 Batch 205/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9567, Loss: 0.0247 Epoch 44 Batch 206/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9641, Loss: 0.0160 Epoch 44 Batch 207/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9638, Loss: 0.0176 Epoch 44 Batch 208/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9634, Loss: 0.0197 Epoch 44 Batch 209/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9688, Loss: 0.0176 Epoch 44 Batch 210/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9641, Loss: 0.0192 Epoch 44 Batch 211/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0168 Epoch 44 Batch 212/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9627, Loss: 0.0177 Epoch 44 Batch 213/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0153 Epoch 44 Batch 214/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9599, Loss: 0.0155 Epoch 44 Batch 215/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0225 Epoch 44 Batch 216/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9599, Loss: 0.0160 Epoch 44 Batch 217/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9599, Loss: 0.0131 Epoch 44 Batch 218/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9599, Loss: 0.0210 Epoch 44 Batch 219/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9595, Loss: 0.0137 Epoch 44 Batch 220/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9620, Loss: 0.0194 Epoch 44 Batch 221/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9673, Loss: 0.0203 Epoch 44 Batch 222/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9648, Loss: 0.0196 Epoch 44 Batch 223/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9652, Loss: 0.0180 Epoch 44 Batch 224/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9627, Loss: 0.0187 Epoch 44 Batch 225/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9627, Loss: 0.0265 Epoch 44 Batch 226/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9620, Loss: 0.0165 Epoch 44 Batch 227/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9620, Loss: 0.0235 Epoch 44 Batch 228/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0165 Epoch 44 Batch 229/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0180 Epoch 44 Batch 230/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9574, Loss: 0.0173 Epoch 44 Batch 231/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0212 Epoch 44 Batch 232/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9581, Loss: 0.0151 Epoch 44 Batch 233/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9581, Loss: 0.0229 Epoch 44 Batch 234/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9496, Loss: 0.0161 Epoch 44 Batch 235/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9549, Loss: 0.0214 Epoch 44 Batch 236/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9528, Loss: 0.0151 Epoch 44 Batch 237/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9581, Loss: 0.0153 Epoch 44 Batch 238/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0165 Epoch 44 Batch 239/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0124 Epoch 44 Batch 240/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9585, Loss: 0.0129 Epoch 44 Batch 241/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9585, Loss: 0.0152 Epoch 44 Batch 242/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9673, Loss: 0.0209 Epoch 44 Batch 243/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9606, Loss: 0.0215 Epoch 44 Batch 244/1077 - Train Accuracy: 0.9822, Validation Accuracy: 0.9577, Loss: 0.0186 Epoch 44 Batch 245/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9581, Loss: 0.0146 Epoch 44 Batch 246/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0189 Epoch 44 Batch 247/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9592, Loss: 0.0188 Epoch 44 Batch 248/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9641, Loss: 0.0191 Epoch 44 Batch 249/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9641, Loss: 0.0150 Epoch 44 Batch 250/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9549, Loss: 0.0202 Epoch 44 Batch 251/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9553, Loss: 0.0232 Epoch 44 Batch 252/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9574, Loss: 0.0234 Epoch 44 Batch 253/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0187 Epoch 44 Batch 254/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9744, Loss: 0.0250 Epoch 44 Batch 255/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9648, Loss: 0.0159 Epoch 44 Batch 256/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9698, Loss: 0.0355 Epoch 44 Batch 257/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9698, Loss: 0.0160 Epoch 44 Batch 258/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9698, Loss: 0.0182 Epoch 44 Batch 259/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9677, Loss: 0.0176 Epoch 44 Batch 260/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9759, Loss: 0.0141 Epoch 44 Batch 261/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9759, Loss: 0.0193 Epoch 44 Batch 262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9709, Loss: 0.0184 Epoch 44 Batch 263/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9709, Loss: 0.0152 Epoch 44 Batch 264/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9709, Loss: 0.0167 Epoch 44 Batch 265/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9705, Loss: 0.0152 Epoch 44 Batch 266/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9705, Loss: 0.0214 Epoch 44 Batch 267/1077 - Train Accuracy: 0.9759, Validation Accuracy: 0.9705, Loss: 0.0125 Epoch 44 Batch 268/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9705, Loss: 0.0249 Epoch 44 Batch 269/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9702, Loss: 0.0206 Epoch 44 Batch 270/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9680, Loss: 0.0265 Epoch 44 Batch 271/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9634, Loss: 0.0185 Epoch 44 Batch 272/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9620, Loss: 0.0422 Epoch 44 Batch 273/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9620, Loss: 0.0157 Epoch 44 Batch 274/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9620, Loss: 0.0197 Epoch 44 Batch 275/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9638, Loss: 0.0165 Epoch 44 Batch 276/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9570, Loss: 0.0325 Epoch 44 Batch 277/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9560, Loss: 0.0142 Epoch 44 Batch 278/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9567, Loss: 0.0227 Epoch 44 Batch 279/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9567, Loss: 0.0210 Epoch 44 Batch 280/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9563, Loss: 0.0216 Epoch 44 Batch 281/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9542, Loss: 0.0180 Epoch 44 Batch 282/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0216 Epoch 44 Batch 283/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0189 Epoch 44 Batch 284/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9542, Loss: 0.0208 Epoch 44 Batch 285/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9542, Loss: 0.0202 Epoch 44 Batch 286/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9513, Loss: 0.0171 Epoch 44 Batch 287/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9535, Loss: 0.0226 Epoch 44 Batch 288/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9535, Loss: 0.0270 Epoch 44 Batch 289/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9545, Loss: 0.0155 Epoch 44 Batch 290/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0310 Epoch 44 Batch 291/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9510, Loss: 0.0309 Epoch 44 Batch 292/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9510, Loss: 0.0179 Epoch 44 Batch 293/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9485, Loss: 0.0158 Epoch 44 Batch 294/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9439, Loss: 0.0189 Epoch 44 Batch 295/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9432, Loss: 0.0198 Epoch 44 Batch 296/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9485, Loss: 0.0191 Epoch 44 Batch 297/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0210 Epoch 44 Batch 298/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9538, Loss: 0.0233 Epoch 44 Batch 299/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9538, Loss: 0.0187 Epoch 44 Batch 300/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9624, Loss: 0.0153 Epoch 44 Batch 301/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0198 Epoch 44 Batch 302/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0200 Epoch 44 Batch 303/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9659, Loss: 0.0230 Epoch 44 Batch 304/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0201 Epoch 44 Batch 305/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0143 Epoch 44 Batch 306/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0304 Epoch 44 Batch 307/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9563, Loss: 0.0194 Epoch 44 Batch 308/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9606, Loss: 0.0204 Epoch 44 Batch 309/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9560, Loss: 0.0151 Epoch 44 Batch 310/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0165 Epoch 44 Batch 311/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9560, Loss: 0.0182 Epoch 44 Batch 312/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9528, Loss: 0.0236 Epoch 44 Batch 313/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9524, Loss: 0.0144 Epoch 44 Batch 314/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9457, Loss: 0.0250 Epoch 44 Batch 315/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9457, Loss: 0.0164 Epoch 44 Batch 316/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9492, Loss: 0.0189 Epoch 44 Batch 317/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9517, Loss: 0.0185 Epoch 44 Batch 318/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9471, Loss: 0.0127 Epoch 44 Batch 319/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0220 Epoch 44 Batch 320/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0249 Epoch 44 Batch 321/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0155 Epoch 44 Batch 322/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9585, Loss: 0.0157 Epoch 44 Batch 323/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9563, Loss: 0.0230 Epoch 44 Batch 324/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9606, Loss: 0.0160 Epoch 44 Batch 325/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9606, Loss: 0.0206 Epoch 44 Batch 326/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9585, Loss: 0.0171 Epoch 44 Batch 327/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9510, Loss: 0.0270 Epoch 44 Batch 328/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9513, Loss: 0.0279 Epoch 44 Batch 329/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9467, Loss: 0.0184 Epoch 44 Batch 330/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9492, Loss: 0.0173 Epoch 44 Batch 331/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9531, Loss: 0.0202 Epoch 44 Batch 332/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9517, Loss: 0.0152 Epoch 44 Batch 333/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9517, Loss: 0.0182 Epoch 44 Batch 334/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9517, Loss: 0.0172 Epoch 44 Batch 335/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9521, Loss: 0.0214 Epoch 44 Batch 336/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9517, Loss: 0.0555 Epoch 44 Batch 337/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9513, Loss: 0.0224 Epoch 44 Batch 338/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9524, Loss: 0.0298 Epoch 44 Batch 339/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9474, Loss: 0.0152 Epoch 44 Batch 340/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9474, Loss: 0.0202 Epoch 44 Batch 341/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9588, Loss: 0.0259 Epoch 44 Batch 342/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9588, Loss: 0.0142 Epoch 44 Batch 343/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9585, Loss: 0.0288 Epoch 44 Batch 344/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9549, Loss: 0.0248 Epoch 44 Batch 345/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0149 Epoch 44 Batch 346/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9503, Loss: 0.0184 Epoch 44 Batch 347/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9503, Loss: 0.0133 Epoch 44 Batch 348/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9506, Loss: 0.0177 Epoch 44 Batch 349/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9503, Loss: 0.0192 Epoch 44 Batch 350/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9393, Loss: 0.0178 Epoch 44 Batch 351/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9428, Loss: 0.0198 Epoch 44 Batch 352/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9425, Loss: 0.0148 Epoch 44 Batch 353/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9425, Loss: 0.0183 Epoch 44 Batch 354/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9471, Loss: 0.0209 Epoch 44 Batch 355/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0201 Epoch 44 Batch 356/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9464, Loss: 0.0173 Epoch 44 Batch 357/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9464, Loss: 0.0194 Epoch 44 Batch 358/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9506, Loss: 0.0211 Epoch 44 Batch 359/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0178 Epoch 44 Batch 360/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0162 Epoch 44 Batch 361/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9485, Loss: 0.0120 Epoch 44 Batch 362/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9432, Loss: 0.0233 Epoch 44 Batch 363/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9428, Loss: 0.0188 Epoch 44 Batch 364/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9428, Loss: 0.0242 Epoch 44 Batch 365/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9403, Loss: 0.0111 Epoch 44 Batch 366/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9350, Loss: 0.0139 Epoch 44 Batch 367/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9350, Loss: 0.0141 Epoch 44 Batch 368/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9350, Loss: 0.0185 Epoch 44 Batch 369/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0159 Epoch 44 Batch 370/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9432, Loss: 0.0168 Epoch 44 Batch 371/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9414, Loss: 0.0123 Epoch 44 Batch 372/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9393, Loss: 0.0157 Epoch 44 Batch 373/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9439, Loss: 0.0130 Epoch 44 Batch 374/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0225 Epoch 44 Batch 375/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9460, Loss: 0.0169 Epoch 44 Batch 376/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9418, Loss: 0.0251 Epoch 44 Batch 377/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9442, Loss: 0.0161 Epoch 44 Batch 378/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9446, Loss: 0.0147 Epoch 44 Batch 379/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9389, Loss: 0.0251 Epoch 44 Batch 380/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9368, Loss: 0.0153 Epoch 44 Batch 381/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9418, Loss: 0.0231 Epoch 44 Batch 382/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9482, Loss: 0.0267 Epoch 44 Batch 383/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9474, Loss: 0.0167 Epoch 44 Batch 384/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9581, Loss: 0.0151 Epoch 44 Batch 385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0145 Epoch 44 Batch 386/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9631, Loss: 0.0142 Epoch 44 Batch 387/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9624, Loss: 0.0186 Epoch 44 Batch 388/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9624, Loss: 0.0279 Epoch 44 Batch 389/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0218 Epoch 44 Batch 390/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0277 Epoch 44 Batch 391/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9624, Loss: 0.0200 Epoch 44 Batch 392/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0265 Epoch 44 Batch 393/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9570, Loss: 0.0188 Epoch 44 Batch 394/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9627, Loss: 0.0173 Epoch 44 Batch 395/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0171 Epoch 44 Batch 396/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9652, Loss: 0.0203 Epoch 44 Batch 397/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9624, Loss: 0.0219 Epoch 44 Batch 398/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9616, Loss: 0.0192 Epoch 44 Batch 399/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9616, Loss: 0.0204 Epoch 44 Batch 400/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0192 Epoch 44 Batch 401/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9553, Loss: 0.0142 Epoch 44 Batch 402/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9553, Loss: 0.0183 Epoch 44 Batch 403/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9503, Loss: 0.0319 Epoch 44 Batch 404/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0204 Epoch 44 Batch 405/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9503, Loss: 0.0217 Epoch 44 Batch 406/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9464, Loss: 0.0157 Epoch 44 Batch 407/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9467, Loss: 0.0192 Epoch 44 Batch 408/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9467, Loss: 0.0256 Epoch 44 Batch 409/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9467, Loss: 0.0213 Epoch 44 Batch 410/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9464, Loss: 0.0328 Epoch 44 Batch 411/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9464, Loss: 0.0212 Epoch 44 Batch 412/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9528, Loss: 0.0175 Epoch 44 Batch 413/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0153 Epoch 44 Batch 414/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9666, Loss: 0.0147 Epoch 44 Batch 415/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0256 Epoch 44 Batch 416/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9638, Loss: 0.0162 Epoch 44 Batch 417/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9592, Loss: 0.0311 Epoch 44 Batch 418/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9503, Loss: 0.0163 Epoch 44 Batch 419/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9503, Loss: 0.0170 Epoch 44 Batch 420/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0141 Epoch 44 Batch 421/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0287 Epoch 44 Batch 422/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9496, Loss: 0.0184 Epoch 44 Batch 423/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9489, Loss: 0.0248 Epoch 44 Batch 424/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9489, Loss: 0.0180 Epoch 44 Batch 425/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9563, Loss: 0.0141 Epoch 44 Batch 426/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9616, Loss: 0.0247 Epoch 44 Batch 427/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9606, Loss: 0.0191 Epoch 44 Batch 428/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9606, Loss: 0.0196 Epoch 44 Batch 429/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9606, Loss: 0.0130 Epoch 44 Batch 430/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9542, Loss: 0.0165 Epoch 44 Batch 431/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9492, Loss: 0.0163 Epoch 44 Batch 432/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9446, Loss: 0.0186 Epoch 44 Batch 433/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9414, Loss: 0.0224 Epoch 44 Batch 434/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9389, Loss: 0.0184 Epoch 44 Batch 435/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9389, Loss: 0.0243 Epoch 44 Batch 436/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9389, Loss: 0.0192 Epoch 44 Batch 437/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9393, Loss: 0.0186 Epoch 44 Batch 438/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9347, Loss: 0.0160 Epoch 44 Batch 439/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9293, Loss: 0.0193 Epoch 44 Batch 440/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9332, Loss: 0.0222 Epoch 44 Batch 441/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9382, Loss: 0.0191 Epoch 44 Batch 442/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9382, Loss: 0.0283 Epoch 44 Batch 443/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9439, Loss: 0.0190 Epoch 44 Batch 444/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9442, Loss: 0.0211 Epoch 44 Batch 445/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9439, Loss: 0.0173 Epoch 44 Batch 446/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9396, Loss: 0.0134 Epoch 44 Batch 447/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9418, Loss: 0.0158 Epoch 44 Batch 448/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9513, Loss: 0.0200 Epoch 44 Batch 449/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9467, Loss: 0.0245 Epoch 44 Batch 450/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9460, Loss: 0.0228 Epoch 44 Batch 451/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9418, Loss: 0.0191 Epoch 44 Batch 452/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9414, Loss: 0.0210 Epoch 44 Batch 453/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9414, Loss: 0.0213 Epoch 44 Batch 454/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9467, Loss: 0.0292 Epoch 44 Batch 455/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9464, Loss: 0.0204 Epoch 44 Batch 456/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0213 Epoch 44 Batch 457/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9471, Loss: 0.0169 Epoch 44 Batch 458/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9471, Loss: 0.0246 Epoch 44 Batch 459/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9471, Loss: 0.0174 Epoch 44 Batch 460/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9535, Loss: 0.0195 Epoch 44 Batch 461/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0163 Epoch 44 Batch 462/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0204 Epoch 44 Batch 463/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9513, Loss: 0.0179 Epoch 44 Batch 464/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0204 Epoch 44 Batch 465/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9513, Loss: 0.0285 Epoch 44 Batch 466/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0194 Epoch 44 Batch 467/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9464, Loss: 0.0186 Epoch 44 Batch 468/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9446, Loss: 0.0187 Epoch 44 Batch 469/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9464, Loss: 0.0131 Epoch 44 Batch 470/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9432, Loss: 0.0198 Epoch 44 Batch 471/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9403, Loss: 0.0138 Epoch 44 Batch 472/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9453, Loss: 0.0169 Epoch 44 Batch 473/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9453, Loss: 0.0179 Epoch 44 Batch 474/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9499, Loss: 0.0166 Epoch 44 Batch 475/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9496, Loss: 0.0187 Epoch 44 Batch 476/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9446, Loss: 0.0164 Epoch 44 Batch 477/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9485, Loss: 0.0221 Epoch 44 Batch 478/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9474, Loss: 0.0214 Epoch 44 Batch 479/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9478, Loss: 0.0207 Epoch 44 Batch 480/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9478, Loss: 0.0196 Epoch 44 Batch 481/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9503, Loss: 0.0167 Epoch 44 Batch 482/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9549, Loss: 0.0217 Epoch 44 Batch 483/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9496, Loss: 0.0262 Epoch 44 Batch 484/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9499, Loss: 0.0255 Epoch 44 Batch 485/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9499, Loss: 0.0196 Epoch 44 Batch 486/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9457, Loss: 0.0168 Epoch 44 Batch 487/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9457, Loss: 0.0157 Epoch 44 Batch 488/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9414, Loss: 0.0177 Epoch 44 Batch 489/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9411, Loss: 0.0191 Epoch 44 Batch 490/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9364, Loss: 0.0201 Epoch 44 Batch 491/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9414, Loss: 0.0278 Epoch 44 Batch 492/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9414, Loss: 0.0241 Epoch 44 Batch 493/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9414, Loss: 0.0145 Epoch 44 Batch 494/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9457, Loss: 0.0150 Epoch 44 Batch 495/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9460, Loss: 0.0176 Epoch 44 Batch 496/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0173 Epoch 44 Batch 497/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9627, Loss: 0.0215 Epoch 44 Batch 498/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9631, Loss: 0.0260 Epoch 44 Batch 499/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9673, Loss: 0.0199 Epoch 44 Batch 500/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9659, Loss: 0.0177 Epoch 44 Batch 501/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9613, Loss: 0.0155 Epoch 44 Batch 502/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9581, Loss: 0.0276 Epoch 44 Batch 503/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0182 Epoch 44 Batch 504/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9585, Loss: 0.0186 Epoch 44 Batch 505/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9631, Loss: 0.0179 Epoch 44 Batch 506/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9680, Loss: 0.0251 Epoch 44 Batch 507/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9585, Loss: 0.0218 Epoch 44 Batch 508/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9581, Loss: 0.0157 Epoch 44 Batch 509/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9680, Loss: 0.0301 Epoch 44 Batch 510/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9570, Loss: 0.0163 Epoch 44 Batch 511/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9538, Loss: 0.0209 Epoch 44 Batch 512/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9528, Loss: 0.0169 Epoch 44 Batch 513/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0242 Epoch 44 Batch 514/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0213 Epoch 44 Batch 515/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9506, Loss: 0.0227 Epoch 44 Batch 516/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9549, Loss: 0.0204 Epoch 44 Batch 517/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9545, Loss: 0.0234 Epoch 44 Batch 518/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9446, Loss: 0.0205 Epoch 44 Batch 519/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9442, Loss: 0.0213 Epoch 44 Batch 520/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9524, Loss: 0.0132 Epoch 44 Batch 521/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9489, Loss: 0.0189 Epoch 44 Batch 522/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9489, Loss: 0.0268 Epoch 44 Batch 523/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9588, Loss: 0.0196 Epoch 44 Batch 524/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9588, Loss: 0.0198 Epoch 44 Batch 525/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9627, Loss: 0.0203 Epoch 44 Batch 526/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9624, Loss: 0.0184 Epoch 44 Batch 527/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9577, Loss: 0.0203 Epoch 44 Batch 528/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9524, Loss: 0.0202 Epoch 44 Batch 529/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0176 Epoch 44 Batch 530/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9528, Loss: 0.0227 Epoch 44 Batch 531/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0203 Epoch 44 Batch 532/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9528, Loss: 0.0266 Epoch 44 Batch 533/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9577, Loss: 0.0170 Epoch 44 Batch 534/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9570, Loss: 0.0234 Epoch 44 Batch 535/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0178 Epoch 44 Batch 536/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0221 Epoch 44 Batch 537/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9570, Loss: 0.0176 Epoch 44 Batch 538/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0173 Epoch 44 Batch 539/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0251 Epoch 44 Batch 540/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0133 Epoch 44 Batch 541/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9631, Loss: 0.0207 Epoch 44 Batch 542/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0208 Epoch 44 Batch 543/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0163 Epoch 44 Batch 544/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0102 Epoch 44 Batch 545/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9627, Loss: 0.0174 Epoch 44 Batch 546/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0216 Epoch 44 Batch 547/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0201 Epoch 44 Batch 548/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9492, Loss: 0.0214 Epoch 44 Batch 549/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9492, Loss: 0.0203 Epoch 44 Batch 550/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9506, Loss: 0.0181 Epoch 44 Batch 551/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9357, Loss: 0.0214 Epoch 44 Batch 552/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9357, Loss: 0.0224 Epoch 44 Batch 553/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9389, Loss: 0.0286 Epoch 44 Batch 554/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0182 Epoch 44 Batch 555/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0174 Epoch 44 Batch 556/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9446, Loss: 0.0142 Epoch 44 Batch 557/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9496, Loss: 0.0191 Epoch 44 Batch 558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9524, Loss: 0.0132 Epoch 44 Batch 559/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9524, Loss: 0.0187 Epoch 44 Batch 560/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0191 Epoch 44 Batch 561/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9521, Loss: 0.0214 Epoch 44 Batch 562/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0146 Epoch 44 Batch 563/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9567, Loss: 0.0192 Epoch 44 Batch 564/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9563, Loss: 0.0244 Epoch 44 Batch 565/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9563, Loss: 0.0270 Epoch 44 Batch 566/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9517, Loss: 0.0199 Epoch 44 Batch 567/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9517, Loss: 0.0217 Epoch 44 Batch 568/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9485, Loss: 0.0170 Epoch 44 Batch 569/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9485, Loss: 0.0211 Epoch 44 Batch 570/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9485, Loss: 0.0258 Epoch 44 Batch 571/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0153 Epoch 44 Batch 572/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9585, Loss: 0.0184 Epoch 44 Batch 573/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0331 Epoch 44 Batch 574/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9638, Loss: 0.0234 Epoch 44 Batch 575/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9542, Loss: 0.0155 Epoch 44 Batch 576/1077 - Train Accuracy: 0.9971, Validation Accuracy: 0.9542, Loss: 0.0163 Epoch 44 Batch 577/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9492, Loss: 0.0205 Epoch 44 Batch 578/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0154 Epoch 44 Batch 579/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9538, Loss: 0.0194 Epoch 44 Batch 580/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9588, Loss: 0.0141 Epoch 44 Batch 581/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0128 Epoch 44 Batch 582/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9585, Loss: 0.0164 Epoch 44 Batch 583/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9538, Loss: 0.0220 Epoch 44 Batch 584/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9542, Loss: 0.0196 Epoch 44 Batch 585/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9542, Loss: 0.0160 Epoch 44 Batch 586/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9542, Loss: 0.0160 Epoch 44 Batch 587/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9492, Loss: 0.0217 Epoch 44 Batch 588/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9563, Loss: 0.0167 Epoch 44 Batch 589/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9563, Loss: 0.0177 Epoch 44 Batch 590/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9513, Loss: 0.0184 Epoch 44 Batch 591/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9521, Loss: 0.0185 Epoch 44 Batch 592/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9521, Loss: 0.0189 Epoch 44 Batch 593/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9560, Loss: 0.0345 Epoch 44 Batch 594/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9634, Loss: 0.0292 Epoch 44 Batch 595/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0198 Epoch 44 Batch 596/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9613, Loss: 0.0189 Epoch 44 Batch 597/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9613, Loss: 0.0161 Epoch 44 Batch 598/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9567, Loss: 0.0230 Epoch 44 Batch 599/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9521, Loss: 0.0339 Epoch 44 Batch 600/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9467, Loss: 0.0224 Epoch 44 Batch 601/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9613, Loss: 0.0217 Epoch 44 Batch 602/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9659, Loss: 0.0210 Epoch 44 Batch 603/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9659, Loss: 0.0228 Epoch 44 Batch 604/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9755, Loss: 0.0305 Epoch 44 Batch 605/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9712, Loss: 0.0285 Epoch 44 Batch 606/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9712, Loss: 0.0157 Epoch 44 Batch 607/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9709, Loss: 0.0266 Epoch 44 Batch 608/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9744, Loss: 0.0235 Epoch 44 Batch 609/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9716, Loss: 0.0254 Epoch 44 Batch 610/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9577, Loss: 0.0218 Epoch 44 Batch 611/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0193 Epoch 44 Batch 612/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0166 Epoch 44 Batch 613/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9574, Loss: 0.0228 Epoch 44 Batch 614/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9574, Loss: 0.0218 Epoch 44 Batch 615/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0160 Epoch 44 Batch 616/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9574, Loss: 0.0172 Epoch 44 Batch 617/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9616, Loss: 0.0170 Epoch 44 Batch 618/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9613, Loss: 0.0229 Epoch 44 Batch 619/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9567, Loss: 0.0150 Epoch 44 Batch 620/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9524, Loss: 0.0176 Epoch 44 Batch 621/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9602, Loss: 0.0218 Epoch 44 Batch 622/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9503, Loss: 0.0243 Epoch 44 Batch 623/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9453, Loss: 0.0249 Epoch 44 Batch 624/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9538, Loss: 0.0210 Epoch 44 Batch 625/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9538, Loss: 0.0187 Epoch 44 Batch 626/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9538, Loss: 0.0235 Epoch 44 Batch 627/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9567, Loss: 0.0184 Epoch 44 Batch 628/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0191 Epoch 44 Batch 629/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9524, Loss: 0.0205 Epoch 44 Batch 630/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9524, Loss: 0.0175 Epoch 44 Batch 631/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0224 Epoch 44 Batch 632/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9585, Loss: 0.0146 Epoch 44 Batch 633/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0170 Epoch 44 Batch 634/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9577, Loss: 0.0176 Epoch 44 Batch 635/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9634, Loss: 0.0254 Epoch 44 Batch 636/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9684, Loss: 0.0158 Epoch 44 Batch 637/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9680, Loss: 0.0246 Epoch 44 Batch 638/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9638, Loss: 0.0205 Epoch 44 Batch 639/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9659, Loss: 0.0260 Epoch 44 Batch 640/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9677, Loss: 0.0157 Epoch 44 Batch 641/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9677, Loss: 0.0185 Epoch 44 Batch 642/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9719, Loss: 0.0169 Epoch 44 Batch 643/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9719, Loss: 0.0171 Epoch 44 Batch 644/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9670, Loss: 0.0140 Epoch 44 Batch 645/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9624, Loss: 0.0203 Epoch 44 Batch 646/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9627, Loss: 0.0209 Epoch 44 Batch 647/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0217 Epoch 44 Batch 648/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9631, Loss: 0.0152 Epoch 44 Batch 649/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9631, Loss: 0.0153 Epoch 44 Batch 650/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9631, Loss: 0.0228 Epoch 44 Batch 651/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9631, Loss: 0.0158 Epoch 44 Batch 652/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9577, Loss: 0.0238 Epoch 44 Batch 653/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9673, Loss: 0.0225 Epoch 44 Batch 654/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9570, Loss: 0.0177 Epoch 44 Batch 655/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9570, Loss: 0.0226 Epoch 44 Batch 656/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9570, Loss: 0.0188 Epoch 44 Batch 657/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9513, Loss: 0.0202 Epoch 44 Batch 658/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9521, Loss: 0.0141 Epoch 44 Batch 659/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9428, Loss: 0.0150 Epoch 44 Batch 660/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9474, Loss: 0.0188 Epoch 44 Batch 661/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9524, Loss: 0.0185 Epoch 44 Batch 662/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0170 Epoch 44 Batch 663/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0163 Epoch 44 Batch 664/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0193 Epoch 44 Batch 665/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9528, Loss: 0.0147 Epoch 44 Batch 666/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9482, Loss: 0.0232 Epoch 44 Batch 667/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9482, Loss: 0.0230 Epoch 44 Batch 668/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9485, Loss: 0.0161 Epoch 44 Batch 669/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0217 Epoch 44 Batch 670/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0166 Epoch 44 Batch 671/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9538, Loss: 0.0201 Epoch 44 Batch 672/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0193 Epoch 44 Batch 673/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0235 Epoch 44 Batch 674/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9521, Loss: 0.0177 Epoch 44 Batch 675/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9478, Loss: 0.0217 Epoch 44 Batch 676/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9478, Loss: 0.0178 Epoch 44 Batch 677/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9474, Loss: 0.0209 Epoch 44 Batch 678/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9432, Loss: 0.0148 Epoch 44 Batch 679/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9432, Loss: 0.0157 Epoch 44 Batch 680/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9524, Loss: 0.0244 Epoch 44 Batch 681/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9425, Loss: 0.0169 Epoch 44 Batch 682/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9489, Loss: 0.0190 Epoch 44 Batch 683/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9478, Loss: 0.0152 Epoch 44 Batch 684/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9478, Loss: 0.0186 Epoch 44 Batch 685/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9528, Loss: 0.0258 Epoch 44 Batch 686/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9567, Loss: 0.0145 Epoch 44 Batch 687/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9624, Loss: 0.0195 Epoch 44 Batch 688/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9574, Loss: 0.0200 Epoch 44 Batch 689/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9620, Loss: 0.0092 Epoch 44 Batch 690/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9599, Loss: 0.0224 Epoch 44 Batch 691/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9503, Loss: 0.0216 Epoch 44 Batch 692/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0170 Epoch 44 Batch 693/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0265 Epoch 44 Batch 694/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9553, Loss: 0.0181 Epoch 44 Batch 695/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0240 Epoch 44 Batch 696/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9677, Loss: 0.0169 Epoch 44 Batch 697/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9581, Loss: 0.0174 Epoch 44 Batch 698/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9581, Loss: 0.0171 Epoch 44 Batch 699/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9581, Loss: 0.0180 Epoch 44 Batch 700/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9535, Loss: 0.0166 Epoch 44 Batch 701/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9528, Loss: 0.0189 Epoch 44 Batch 702/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9528, Loss: 0.0255 Epoch 44 Batch 703/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9563, Loss: 0.0183 Epoch 44 Batch 704/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9574, Loss: 0.0279 Epoch 44 Batch 705/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9776, Loss: 0.0239 Epoch 44 Batch 706/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9680, Loss: 0.0365 Epoch 44 Batch 707/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9631, Loss: 0.0238 Epoch 44 Batch 708/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9577, Loss: 0.0180 Epoch 44 Batch 709/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9574, Loss: 0.0248 Epoch 44 Batch 710/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0158 Epoch 44 Batch 711/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9549, Loss: 0.0244 Epoch 44 Batch 712/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9435, Loss: 0.0172 Epoch 44 Batch 713/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9499, Loss: 0.0159 Epoch 44 Batch 714/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0198 Epoch 44 Batch 715/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9492, Loss: 0.0187 Epoch 44 Batch 716/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9496, Loss: 0.0197 Epoch 44 Batch 717/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9499, Loss: 0.0158 Epoch 44 Batch 718/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0207 Epoch 44 Batch 719/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9442, Loss: 0.0242 Epoch 44 Batch 720/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9489, Loss: 0.0201 Epoch 44 Batch 721/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9506, Loss: 0.0180 Epoch 44 Batch 722/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9513, Loss: 0.0178 Epoch 44 Batch 723/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9467, Loss: 0.0195 Epoch 44 Batch 724/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0210 Epoch 44 Batch 725/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9460, Loss: 0.0168 Epoch 44 Batch 726/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9460, Loss: 0.0179 Epoch 44 Batch 727/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9460, Loss: 0.0153 Epoch 44 Batch 728/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9442, Loss: 0.0210 Epoch 44 Batch 729/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0223 Epoch 44 Batch 730/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9545, Loss: 0.0282 Epoch 44 Batch 731/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9464, Loss: 0.0175 Epoch 44 Batch 732/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9492, Loss: 0.0228 Epoch 44 Batch 733/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9492, Loss: 0.0229 Epoch 44 Batch 734/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9549, Loss: 0.0173 Epoch 44 Batch 735/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9442, Loss: 0.0157 Epoch 44 Batch 736/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9396, Loss: 0.0170 Epoch 44 Batch 737/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9393, Loss: 0.0220 Epoch 44 Batch 738/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9396, Loss: 0.0123 Epoch 44 Batch 739/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9396, Loss: 0.0171 Epoch 44 Batch 740/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9396, Loss: 0.0160 Epoch 44 Batch 741/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9489, Loss: 0.0248 Epoch 44 Batch 742/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9513, Loss: 0.0184 Epoch 44 Batch 743/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9467, Loss: 0.0179 Epoch 44 Batch 744/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9464, Loss: 0.0216 Epoch 44 Batch 745/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0204 Epoch 44 Batch 746/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9403, Loss: 0.0177 Epoch 44 Batch 747/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9425, Loss: 0.0147 Epoch 44 Batch 748/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0168 Epoch 44 Batch 749/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9521, Loss: 0.0160 Epoch 44 Batch 750/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0179 Epoch 44 Batch 751/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0202 Epoch 44 Batch 752/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9478, Loss: 0.0180 Epoch 44 Batch 753/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9478, Loss: 0.0162 Epoch 44 Batch 754/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9528, Loss: 0.0212 Epoch 44 Batch 755/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9499, Loss: 0.0211 Epoch 44 Batch 756/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9503, Loss: 0.0170 Epoch 44 Batch 757/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9553, Loss: 0.0190 Epoch 44 Batch 758/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9492, Loss: 0.0137 Epoch 44 Batch 759/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9567, Loss: 0.0183 Epoch 44 Batch 760/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9563, Loss: 0.0216 Epoch 44 Batch 761/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9585, Loss: 0.0190 Epoch 44 Batch 762/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9609, Loss: 0.0169 Epoch 44 Batch 763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9563, Loss: 0.0222 Epoch 44 Batch 764/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9563, Loss: 0.0176 Epoch 44 Batch 765/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9592, Loss: 0.0220 Epoch 44 Batch 766/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0263 Epoch 44 Batch 767/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9563, Loss: 0.0212 Epoch 44 Batch 768/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9627, Loss: 0.0166 Epoch 44 Batch 769/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0215 Epoch 44 Batch 770/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0156 Epoch 44 Batch 771/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9553, Loss: 0.0178 Epoch 44 Batch 772/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0192 Epoch 44 Batch 773/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9496, Loss: 0.0202 Epoch 44 Batch 774/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9503, Loss: 0.0170 Epoch 44 Batch 775/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9460, Loss: 0.0270 Epoch 44 Batch 776/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9613, Loss: 0.0193 Epoch 44 Batch 777/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9691, Loss: 0.0133 Epoch 44 Batch 778/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9727, Loss: 0.0288 Epoch 44 Batch 779/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9581, Loss: 0.0207 Epoch 44 Batch 780/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9581, Loss: 0.0261 Epoch 44 Batch 781/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9538, Loss: 0.0162 Epoch 44 Batch 782/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9538, Loss: 0.0192 Epoch 44 Batch 783/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9528, Loss: 0.0244 Epoch 44 Batch 784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0133 Epoch 44 Batch 785/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9577, Loss: 0.0148 Epoch 44 Batch 786/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9570, Loss: 0.0167 Epoch 44 Batch 787/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9577, Loss: 0.0173 Epoch 44 Batch 788/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0194 Epoch 44 Batch 789/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9581, Loss: 0.0198 Epoch 44 Batch 790/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9485, Loss: 0.0221 Epoch 44 Batch 791/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0209 Epoch 44 Batch 792/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0195 Epoch 44 Batch 793/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9460, Loss: 0.0198 Epoch 44 Batch 794/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0161 Epoch 44 Batch 795/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9517, Loss: 0.0240 Epoch 44 Batch 796/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9517, Loss: 0.0223 Epoch 44 Batch 797/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9513, Loss: 0.0189 Epoch 44 Batch 798/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0216 Epoch 44 Batch 799/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9521, Loss: 0.0301 Epoch 44 Batch 800/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0161 Epoch 44 Batch 801/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9499, Loss: 0.0165 Epoch 44 Batch 802/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9545, Loss: 0.0250 Epoch 44 Batch 803/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0175 Epoch 44 Batch 804/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9616, Loss: 0.0145 Epoch 44 Batch 805/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9574, Loss: 0.0206 Epoch 44 Batch 806/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9574, Loss: 0.0162 Epoch 44 Batch 807/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9467, Loss: 0.0146 Epoch 44 Batch 808/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9467, Loss: 0.0288 Epoch 44 Batch 809/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9453, Loss: 0.0355 Epoch 44 Batch 810/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9439, Loss: 0.0187 Epoch 44 Batch 811/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9446, Loss: 0.0217 Epoch 44 Batch 812/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9442, Loss: 0.0178 Epoch 44 Batch 813/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9400, Loss: 0.0192 Epoch 44 Batch 814/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9535, Loss: 0.0205 Epoch 44 Batch 815/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9506, Loss: 0.0232 Epoch 44 Batch 816/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9503, Loss: 0.0140 Epoch 44 Batch 817/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9517, Loss: 0.0192 Epoch 44 Batch 818/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9524, Loss: 0.0242 Epoch 44 Batch 819/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0219 Epoch 44 Batch 820/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0168 Epoch 44 Batch 821/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9595, Loss: 0.0185 Epoch 44 Batch 822/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9567, Loss: 0.0136 Epoch 44 Batch 823/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9560, Loss: 0.0220 Epoch 44 Batch 824/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9602, Loss: 0.0203 Epoch 44 Batch 825/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9609, Loss: 0.0103 Epoch 44 Batch 826/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0165 Epoch 44 Batch 827/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9549, Loss: 0.0198 Epoch 44 Batch 828/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9553, Loss: 0.0171 Epoch 44 Batch 829/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0252 Epoch 44 Batch 830/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9627, Loss: 0.0243 Epoch 44 Batch 831/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9599, Loss: 0.0236 Epoch 44 Batch 832/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9549, Loss: 0.0156 Epoch 44 Batch 833/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9613, Loss: 0.0241 Epoch 44 Batch 834/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9659, Loss: 0.0194 Epoch 44 Batch 835/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9560, Loss: 0.0178 Epoch 44 Batch 836/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9563, Loss: 0.0162 Epoch 44 Batch 837/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0255 Epoch 44 Batch 838/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9563, Loss: 0.0185 Epoch 44 Batch 839/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9524, Loss: 0.0155 Epoch 44 Batch 840/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9574, Loss: 0.0205 Epoch 44 Batch 841/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9574, Loss: 0.0334 Epoch 44 Batch 842/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9574, Loss: 0.0135 Epoch 44 Batch 843/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9574, Loss: 0.0146 Epoch 44 Batch 844/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9606, Loss: 0.0165 Epoch 44 Batch 845/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9698, Loss: 0.0164 Epoch 44 Batch 846/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9716, Loss: 0.0294 Epoch 44 Batch 847/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9716, Loss: 0.0228 Epoch 44 Batch 848/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9716, Loss: 0.0170 Epoch 44 Batch 849/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9716, Loss: 0.0113 Epoch 44 Batch 850/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9663, Loss: 0.0278 Epoch 44 Batch 851/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9613, Loss: 0.0260 Epoch 44 Batch 852/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9560, Loss: 0.0249 Epoch 44 Batch 853/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0197 Epoch 44 Batch 854/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0188 Epoch 44 Batch 855/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9673, Loss: 0.0232 Epoch 44 Batch 856/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0198 Epoch 44 Batch 857/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0131 Epoch 44 Batch 858/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9524, Loss: 0.0129 Epoch 44 Batch 859/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0199 Epoch 44 Batch 860/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9524, Loss: 0.0212 Epoch 44 Batch 861/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9570, Loss: 0.0145 Epoch 44 Batch 862/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0185 Epoch 44 Batch 863/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9620, Loss: 0.0147 Epoch 44 Batch 864/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9620, Loss: 0.0195 Epoch 44 Batch 865/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9620, Loss: 0.0215 Epoch 44 Batch 866/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0209 Epoch 44 Batch 867/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9670, Loss: 0.0537 Epoch 44 Batch 868/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9688, Loss: 0.0219 Epoch 44 Batch 869/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9688, Loss: 0.0133 Epoch 44 Batch 870/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9588, Loss: 0.0176 Epoch 44 Batch 871/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9588, Loss: 0.0180 Epoch 44 Batch 872/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9592, Loss: 0.0174 Epoch 44 Batch 873/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9588, Loss: 0.0173 Epoch 44 Batch 874/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9613, Loss: 0.0230 Epoch 44 Batch 875/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0198 Epoch 44 Batch 876/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0168 Epoch 44 Batch 877/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9663, Loss: 0.0146 Epoch 44 Batch 878/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9663, Loss: 0.0141 Epoch 44 Batch 879/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9620, Loss: 0.0129 Epoch 44 Batch 880/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9616, Loss: 0.0200 Epoch 44 Batch 881/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0219 Epoch 44 Batch 882/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0205 Epoch 44 Batch 883/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9570, Loss: 0.0209 Epoch 44 Batch 884/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0203 Epoch 44 Batch 885/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0110 Epoch 44 Batch 886/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0197 Epoch 44 Batch 887/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9563, Loss: 0.0209 Epoch 44 Batch 888/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9521, Loss: 0.0223 Epoch 44 Batch 889/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9517, Loss: 0.0190 Epoch 44 Batch 890/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9517, Loss: 0.0196 Epoch 44 Batch 891/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9471, Loss: 0.0168 Epoch 44 Batch 892/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0220 Epoch 44 Batch 893/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0153 Epoch 44 Batch 894/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9563, Loss: 0.0149 Epoch 44 Batch 895/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9513, Loss: 0.0150 Epoch 44 Batch 896/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9560, Loss: 0.0203 Epoch 44 Batch 897/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9567, Loss: 0.0170 Epoch 44 Batch 898/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0206 Epoch 44 Batch 899/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9616, Loss: 0.0207 Epoch 44 Batch 900/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9631, Loss: 0.0197 Epoch 44 Batch 901/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9588, Loss: 0.0324 Epoch 44 Batch 902/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9588, Loss: 0.0225 Epoch 44 Batch 903/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9638, Loss: 0.0186 Epoch 44 Batch 904/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9638, Loss: 0.0182 Epoch 44 Batch 905/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0159 Epoch 44 Batch 906/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9638, Loss: 0.0176 Epoch 44 Batch 907/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9638, Loss: 0.0213 Epoch 44 Batch 908/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0185 Epoch 44 Batch 909/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9673, Loss: 0.0243 Epoch 44 Batch 910/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9723, Loss: 0.0212 Epoch 44 Batch 911/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9773, Loss: 0.0292 Epoch 44 Batch 912/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9719, Loss: 0.0183 Epoch 44 Batch 913/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9723, Loss: 0.0263 Epoch 44 Batch 914/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9698, Loss: 0.0536 Epoch 44 Batch 915/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9698, Loss: 0.0179 Epoch 44 Batch 916/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9769, Loss: 0.0192 Epoch 44 Batch 917/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9769, Loss: 0.0204 Epoch 44 Batch 918/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9620, Loss: 0.0176 Epoch 44 Batch 919/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9627, Loss: 0.0143 Epoch 44 Batch 920/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9627, Loss: 0.0153 Epoch 44 Batch 921/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9627, Loss: 0.0177 Epoch 44 Batch 922/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9581, Loss: 0.0173 Epoch 44 Batch 923/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9581, Loss: 0.0114 Epoch 44 Batch 924/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9581, Loss: 0.0251 Epoch 44 Batch 925/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9581, Loss: 0.0142 Epoch 44 Batch 926/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9581, Loss: 0.0189 Epoch 44 Batch 927/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0245 Epoch 44 Batch 928/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0181 Epoch 44 Batch 929/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0132 Epoch 44 Batch 930/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0136 Epoch 44 Batch 931/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9517, Loss: 0.0177 Epoch 44 Batch 932/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9517, Loss: 0.0173 Epoch 44 Batch 933/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0170 Epoch 44 Batch 934/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9489, Loss: 0.0175 Epoch 44 Batch 935/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0179 Epoch 44 Batch 936/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9489, Loss: 0.0220 Epoch 44 Batch 937/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9489, Loss: 0.0255 Epoch 44 Batch 938/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0229 Epoch 44 Batch 939/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9641, Loss: 0.0235 Epoch 44 Batch 940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0172 Epoch 44 Batch 941/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9592, Loss: 0.0183 Epoch 44 Batch 942/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9684, Loss: 0.0220 Epoch 44 Batch 943/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9631, Loss: 0.0158 Epoch 44 Batch 944/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9627, Loss: 0.0168 Epoch 44 Batch 945/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9627, Loss: 0.0119 Epoch 44 Batch 946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9577, Loss: 0.0138 Epoch 44 Batch 947/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9513, Loss: 0.0184 Epoch 44 Batch 948/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9567, Loss: 0.0206 Epoch 44 Batch 949/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0165 Epoch 44 Batch 950/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0160 Epoch 44 Batch 951/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9528, Loss: 0.0216 Epoch 44 Batch 952/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9528, Loss: 0.0112 Epoch 44 Batch 953/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9528, Loss: 0.0159 Epoch 44 Batch 954/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9592, Loss: 0.0233 Epoch 44 Batch 955/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9595, Loss: 0.0230 Epoch 44 Batch 956/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9595, Loss: 0.0182 Epoch 44 Batch 957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9595, Loss: 0.0126 Epoch 44 Batch 958/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0174 Epoch 44 Batch 959/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9595, Loss: 0.0222 Epoch 44 Batch 960/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9595, Loss: 0.0196 Epoch 44 Batch 961/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0187 Epoch 44 Batch 962/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9595, Loss: 0.0213 Epoch 44 Batch 963/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9595, Loss: 0.0243 Epoch 44 Batch 964/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9638, Loss: 0.0164 Epoch 44 Batch 965/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9592, Loss: 0.0318 Epoch 44 Batch 966/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9585, Loss: 0.0170 Epoch 44 Batch 967/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9581, Loss: 0.0224 Epoch 44 Batch 968/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9631, Loss: 0.0252 Epoch 44 Batch 969/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9581, Loss: 0.0232 Epoch 44 Batch 970/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9531, Loss: 0.0194 Epoch 44 Batch 971/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9542, Loss: 0.0248 Epoch 44 Batch 972/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0206 Epoch 44 Batch 973/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9592, Loss: 0.0162 Epoch 44 Batch 974/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9638, Loss: 0.0173 Epoch 44 Batch 975/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9638, Loss: 0.0166 Epoch 44 Batch 976/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9549, Loss: 0.0152 Epoch 44 Batch 977/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9602, Loss: 0.0110 Epoch 44 Batch 978/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9528, Loss: 0.0213 Epoch 44 Batch 979/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9581, Loss: 0.0209 Epoch 44 Batch 980/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9478, Loss: 0.0211 Epoch 44 Batch 981/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9478, Loss: 0.0260 Epoch 44 Batch 982/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9510, Loss: 0.0200 Epoch 44 Batch 983/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0170 Epoch 44 Batch 984/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9560, Loss: 0.0247 Epoch 44 Batch 985/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9567, Loss: 0.0187 Epoch 44 Batch 986/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9634, Loss: 0.0191 Epoch 44 Batch 987/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9631, Loss: 0.0162 Epoch 44 Batch 988/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9588, Loss: 0.0212 Epoch 44 Batch 989/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9538, Loss: 0.0163 Epoch 44 Batch 990/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9478, Loss: 0.0211 Epoch 44 Batch 991/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9524, Loss: 0.0161 Epoch 44 Batch 992/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0190 Epoch 44 Batch 993/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9517, Loss: 0.0165 Epoch 44 Batch 994/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9489, Loss: 0.0180 Epoch 44 Batch 995/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9439, Loss: 0.0170 Epoch 44 Batch 996/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9442, Loss: 0.0249 Epoch 44 Batch 997/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9393, Loss: 0.0190 Epoch 44 Batch 998/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9350, Loss: 0.0172 Epoch 44 Batch 999/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9379, Loss: 0.0202 Epoch 44 Batch 1000/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9396, Loss: 0.0241 Epoch 44 Batch 1001/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9396, Loss: 0.0133 Epoch 44 Batch 1002/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9396, Loss: 0.0121 Epoch 44 Batch 1003/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9432, Loss: 0.0197 Epoch 44 Batch 1004/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9432, Loss: 0.0181 Epoch 44 Batch 1005/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9432, Loss: 0.0196 Epoch 44 Batch 1006/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9435, Loss: 0.0168 Epoch 44 Batch 1007/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9467, Loss: 0.0121 Epoch 44 Batch 1008/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9489, Loss: 0.0199 Epoch 44 Batch 1009/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9485, Loss: 0.0159 Epoch 44 Batch 1010/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9535, Loss: 0.0167 Epoch 44 Batch 1011/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0170 Epoch 44 Batch 1012/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9599, Loss: 0.0160 Epoch 44 Batch 1013/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9556, Loss: 0.0128 Epoch 44 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0154 Epoch 44 Batch 1015/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9553, Loss: 0.0216 Epoch 44 Batch 1016/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9553, Loss: 0.0158 Epoch 44 Batch 1017/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9553, Loss: 0.0145 Epoch 44 Batch 1018/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9542, Loss: 0.0244 Epoch 44 Batch 1019/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9542, Loss: 0.0257 Epoch 44 Batch 1020/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0171 Epoch 44 Batch 1021/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9542, Loss: 0.0153 Epoch 44 Batch 1022/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9542, Loss: 0.0170 Epoch 44 Batch 1023/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9542, Loss: 0.0191 Epoch 44 Batch 1024/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9542, Loss: 0.0237 Epoch 44 Batch 1025/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9542, Loss: 0.0242 Epoch 44 Batch 1026/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9638, Loss: 0.0221 Epoch 44 Batch 1027/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9730, Loss: 0.0180 Epoch 44 Batch 1028/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0186 Epoch 44 Batch 1029/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9712, Loss: 0.0178 Epoch 44 Batch 1030/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9666, Loss: 0.0154 Epoch 44 Batch 1031/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9624, Loss: 0.0239 Epoch 44 Batch 1032/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0223 Epoch 44 Batch 1033/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0199 Epoch 44 Batch 1034/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9624, Loss: 0.0168 Epoch 44 Batch 1035/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0131 Epoch 44 Batch 1036/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9670, Loss: 0.0223 Epoch 44 Batch 1037/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9716, Loss: 0.0213 Epoch 44 Batch 1038/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9602, Loss: 0.0297 Epoch 44 Batch 1039/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9602, Loss: 0.0172 Epoch 44 Batch 1040/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9585, Loss: 0.0183 Epoch 44 Batch 1041/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9556, Loss: 0.0296 Epoch 44 Batch 1042/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0166 Epoch 44 Batch 1043/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9556, Loss: 0.0283 Epoch 44 Batch 1044/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9531, Loss: 0.0189 Epoch 44 Batch 1045/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0206 Epoch 44 Batch 1046/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9599, Loss: 0.0125 Epoch 44 Batch 1047/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9599, Loss: 0.0141 Epoch 44 Batch 1048/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9585, Loss: 0.0234 Epoch 44 Batch 1049/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0217 Epoch 44 Batch 1050/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9577, Loss: 0.0117 Epoch 44 Batch 1051/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9624, Loss: 0.0251 Epoch 44 Batch 1052/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9627, Loss: 0.0194 Epoch 44 Batch 1053/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0226 Epoch 44 Batch 1054/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9656, Loss: 0.0180 Epoch 44 Batch 1055/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9659, Loss: 0.0202 Epoch 44 Batch 1056/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0121 Epoch 44 Batch 1057/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9659, Loss: 0.0186 Epoch 44 Batch 1058/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9659, Loss: 0.0223 Epoch 44 Batch 1059/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9656, Loss: 0.0211 Epoch 44 Batch 1060/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9656, Loss: 0.0171 Epoch 44 Batch 1061/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9705, Loss: 0.0297 Epoch 44 Batch 1062/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9652, Loss: 0.0246 Epoch 44 Batch 1063/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9627, Loss: 0.0235 Epoch 44 Batch 1064/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9620, Loss: 0.0189 Epoch 44 Batch 1065/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0192 Epoch 44 Batch 1066/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9592, Loss: 0.0142 Epoch 44 Batch 1067/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9545, Loss: 0.0174 Epoch 44 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9549, Loss: 0.0119 Epoch 44 Batch 1069/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9599, Loss: 0.0134 Epoch 44 Batch 1070/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9652, Loss: 0.0166 Epoch 44 Batch 1071/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9656, Loss: 0.0208 Epoch 44 Batch 1072/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9702, Loss: 0.0196 Epoch 44 Batch 1073/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9609, Loss: 0.0226 Epoch 44 Batch 1074/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9631, Loss: 0.0261 Epoch 44 Batch 1075/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9631, Loss: 0.0217 Epoch 45 Batch 1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0115 Epoch 45 Batch 2/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9684, Loss: 0.0196 Epoch 45 Batch 3/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9684, Loss: 0.0257 Epoch 45 Batch 4/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9656, Loss: 0.0151 Epoch 45 Batch 5/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9560, Loss: 0.0291 Epoch 45 Batch 6/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0135 Epoch 45 Batch 7/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0177 Epoch 45 Batch 8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0183 Epoch 45 Batch 9/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9652, Loss: 0.0168 Epoch 45 Batch 10/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9648, Loss: 0.0205 Epoch 45 Batch 11/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9648, Loss: 0.0263 Epoch 45 Batch 12/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9595, Loss: 0.0158 Epoch 45 Batch 13/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0255 Epoch 45 Batch 14/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9624, Loss: 0.0141 Epoch 45 Batch 15/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9581, Loss: 0.0150 Epoch 45 Batch 16/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0185 Epoch 45 Batch 17/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9616, Loss: 0.0140 Epoch 45 Batch 18/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0131 Epoch 45 Batch 19/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9616, Loss: 0.0170 Epoch 45 Batch 20/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9659, Loss: 0.0155 Epoch 45 Batch 21/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9659, Loss: 0.0220 Epoch 45 Batch 22/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0184 Epoch 45 Batch 23/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0166 Epoch 45 Batch 24/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9446, Loss: 0.0231 Epoch 45 Batch 25/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9400, Loss: 0.0116 Epoch 45 Batch 26/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9492, Loss: 0.0242 Epoch 45 Batch 27/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9542, Loss: 0.0150 Epoch 45 Batch 28/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9524, Loss: 0.0203 Epoch 45 Batch 29/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9524, Loss: 0.0182 Epoch 45 Batch 30/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0159 Epoch 45 Batch 31/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9620, Loss: 0.0150 Epoch 45 Batch 32/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9609, Loss: 0.0141 Epoch 45 Batch 33/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9627, Loss: 0.0135 Epoch 45 Batch 34/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9677, Loss: 0.0224 Epoch 45 Batch 35/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0263 Epoch 45 Batch 36/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9716, Loss: 0.0156 Epoch 45 Batch 37/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9719, Loss: 0.0174 Epoch 45 Batch 38/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9670, Loss: 0.0244 Epoch 45 Batch 39/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9670, Loss: 0.0255 Epoch 45 Batch 40/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9691, Loss: 0.0139 Epoch 45 Batch 41/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9691, Loss: 0.0149 Epoch 45 Batch 42/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9691, Loss: 0.0271 Epoch 45 Batch 43/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9695, Loss: 0.0115 Epoch 45 Batch 44/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9631, Loss: 0.0144 Epoch 45 Batch 45/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9631, Loss: 0.0186 Epoch 45 Batch 46/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9631, Loss: 0.0235 Epoch 45 Batch 47/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0164 Epoch 45 Batch 48/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9606, Loss: 0.0256 Epoch 45 Batch 49/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9666, Loss: 0.0252 Epoch 45 Batch 50/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0177 Epoch 45 Batch 51/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9645, Loss: 0.0187 Epoch 45 Batch 52/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0214 Epoch 45 Batch 53/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0160 Epoch 45 Batch 54/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9592, Loss: 0.0338 Epoch 45 Batch 55/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9592, Loss: 0.0154 Epoch 45 Batch 56/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9592, Loss: 0.0123 Epoch 45 Batch 57/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9616, Loss: 0.0201 Epoch 45 Batch 58/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9570, Loss: 0.0184 Epoch 45 Batch 59/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9567, Loss: 0.0206 Epoch 45 Batch 60/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0132 Epoch 45 Batch 61/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9542, Loss: 0.0193 Epoch 45 Batch 62/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9531, Loss: 0.0215 Epoch 45 Batch 63/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9545, Loss: 0.0154 Epoch 45 Batch 64/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9553, Loss: 0.0166 Epoch 45 Batch 65/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9574, Loss: 0.0147 Epoch 45 Batch 66/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9574, Loss: 0.0109 Epoch 45 Batch 67/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9574, Loss: 0.0184 Epoch 45 Batch 68/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9624, Loss: 0.0255 Epoch 45 Batch 69/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9560, Loss: 0.0267 Epoch 45 Batch 70/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9560, Loss: 0.0267 Epoch 45 Batch 71/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9457, Loss: 0.0115 Epoch 45 Batch 72/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9609, Loss: 0.0188 Epoch 45 Batch 73/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0155 Epoch 45 Batch 74/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9467, Loss: 0.0189 Epoch 45 Batch 75/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9265, Loss: 0.0285 Epoch 45 Batch 76/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9244, Loss: 0.0148 Epoch 45 Batch 77/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9244, Loss: 0.0203 Epoch 45 Batch 78/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9297, Loss: 0.0179 Epoch 45 Batch 79/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9315, Loss: 0.0142 Epoch 45 Batch 80/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9585, Loss: 0.0164 Epoch 45 Batch 81/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0137 Epoch 45 Batch 82/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9627, Loss: 0.0193 Epoch 45 Batch 83/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9677, Loss: 0.0149 Epoch 45 Batch 84/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9634, Loss: 0.0182 Epoch 45 Batch 85/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9531, Loss: 0.0174 Epoch 45 Batch 86/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0175 Epoch 45 Batch 87/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9517, Loss: 0.0245 Epoch 45 Batch 88/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9467, Loss: 0.0242 Epoch 45 Batch 89/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9513, Loss: 0.0185 Epoch 45 Batch 90/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0150 Epoch 45 Batch 91/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9574, Loss: 0.0172 Epoch 45 Batch 92/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9531, Loss: 0.0183 Epoch 45 Batch 93/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0188 Epoch 45 Batch 94/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9585, Loss: 0.0172 Epoch 45 Batch 95/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9524, Loss: 0.0157 Epoch 45 Batch 96/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0192 Epoch 45 Batch 97/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9503, Loss: 0.0232 Epoch 45 Batch 98/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9503, Loss: 0.0234 Epoch 45 Batch 99/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0150 Epoch 45 Batch 100/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9545, Loss: 0.0176 Epoch 45 Batch 101/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9545, Loss: 0.0204 Epoch 45 Batch 102/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9634, Loss: 0.0127 Epoch 45 Batch 103/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0258 Epoch 45 Batch 104/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9581, Loss: 0.0213 Epoch 45 Batch 105/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9581, Loss: 0.0181 Epoch 45 Batch 106/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9528, Loss: 0.0193 Epoch 45 Batch 107/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9524, Loss: 0.0200 Epoch 45 Batch 108/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9645, Loss: 0.0265 Epoch 45 Batch 109/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9652, Loss: 0.0165 Epoch 45 Batch 110/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9652, Loss: 0.0132 Epoch 45 Batch 111/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9648, Loss: 0.0148 Epoch 45 Batch 112/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9645, Loss: 0.0154 Epoch 45 Batch 113/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9652, Loss: 0.0265 Epoch 45 Batch 114/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0160 Epoch 45 Batch 115/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0181 Epoch 45 Batch 116/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9670, Loss: 0.0230 Epoch 45 Batch 117/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9748, Loss: 0.0162 Epoch 45 Batch 118/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9648, Loss: 0.0167 Epoch 45 Batch 119/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9599, Loss: 0.0133 Epoch 45 Batch 120/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9645, Loss: 0.0182 Epoch 45 Batch 121/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9702, Loss: 0.0211 Epoch 45 Batch 122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9705, Loss: 0.0164 Epoch 45 Batch 123/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9709, Loss: 0.0117 Epoch 45 Batch 124/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0195 Epoch 45 Batch 125/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0257 Epoch 45 Batch 126/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9606, Loss: 0.0166 Epoch 45 Batch 127/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9542, Loss: 0.0186 Epoch 45 Batch 128/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9542, Loss: 0.0186 Epoch 45 Batch 129/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0231 Epoch 45 Batch 130/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9592, Loss: 0.0166 Epoch 45 Batch 131/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9538, Loss: 0.0170 Epoch 45 Batch 132/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9489, Loss: 0.0175 Epoch 45 Batch 133/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9563, Loss: 0.0128 Epoch 45 Batch 134/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0183 Epoch 45 Batch 135/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9631, Loss: 0.0170 Epoch 45 Batch 136/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9634, Loss: 0.0131 Epoch 45 Batch 137/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9588, Loss: 0.0190 Epoch 45 Batch 138/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9585, Loss: 0.0220 Epoch 45 Batch 139/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9648, Loss: 0.0216 Epoch 45 Batch 140/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9553, Loss: 0.0154 Epoch 45 Batch 141/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0160 Epoch 45 Batch 142/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9645, Loss: 0.0205 Epoch 45 Batch 143/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0191 Epoch 45 Batch 144/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9570, Loss: 0.0257 Epoch 45 Batch 145/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9609, Loss: 0.0168 Epoch 45 Batch 146/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9659, Loss: 0.0560 Epoch 45 Batch 147/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9609, Loss: 0.0148 Epoch 45 Batch 148/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9609, Loss: 0.0216 Epoch 45 Batch 149/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9641, Loss: 0.0143 Epoch 45 Batch 150/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9645, Loss: 0.0193 Epoch 45 Batch 151/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9645, Loss: 0.0147 Epoch 45 Batch 152/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0193 Epoch 45 Batch 153/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9531, Loss: 0.0286 Epoch 45 Batch 154/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9531, Loss: 0.0132 Epoch 45 Batch 155/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9531, Loss: 0.0158 Epoch 45 Batch 156/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0128 Epoch 45 Batch 157/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9542, Loss: 0.0169 Epoch 45 Batch 158/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9542, Loss: 0.0174 Epoch 45 Batch 159/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9563, Loss: 0.0169 Epoch 45 Batch 160/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0177 Epoch 45 Batch 161/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0124 Epoch 45 Batch 162/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9535, Loss: 0.0145 Epoch 45 Batch 163/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9585, Loss: 0.0277 Epoch 45 Batch 164/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9485, Loss: 0.0170 Epoch 45 Batch 165/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0261 Epoch 45 Batch 166/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0187 Epoch 45 Batch 167/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0137 Epoch 45 Batch 168/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9581, Loss: 0.0244 Epoch 45 Batch 169/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9531, Loss: 0.0177 Epoch 45 Batch 170/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9531, Loss: 0.0230 Epoch 45 Batch 171/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9535, Loss: 0.0170 Epoch 45 Batch 172/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9538, Loss: 0.0164 Epoch 45 Batch 173/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9588, Loss: 0.0178 Epoch 45 Batch 174/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9588, Loss: 0.0126 Epoch 45 Batch 175/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9592, Loss: 0.0236 Epoch 45 Batch 176/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0212 Epoch 45 Batch 177/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9592, Loss: 0.0188 Epoch 45 Batch 178/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9680, Loss: 0.0183 Epoch 45 Batch 179/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9680, Loss: 0.0202 Epoch 45 Batch 180/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9727, Loss: 0.0156 Epoch 45 Batch 181/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0197 Epoch 45 Batch 182/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9609, Loss: 0.0251 Epoch 45 Batch 183/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9609, Loss: 0.0220 Epoch 45 Batch 184/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9606, Loss: 0.0212 Epoch 45 Batch 185/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9606, Loss: 0.0224 Epoch 45 Batch 186/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9553, Loss: 0.0222 Epoch 45 Batch 187/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9553, Loss: 0.0150 Epoch 45 Batch 188/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9524, Loss: 0.0204 Epoch 45 Batch 189/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0163 Epoch 45 Batch 190/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9506, Loss: 0.0186 Epoch 45 Batch 191/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0157 Epoch 45 Batch 192/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9478, Loss: 0.0180 Epoch 45 Batch 193/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9435, Loss: 0.0154 Epoch 45 Batch 194/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9485, Loss: 0.0124 Epoch 45 Batch 195/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9506, Loss: 0.0173 Epoch 45 Batch 196/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0163 Epoch 45 Batch 197/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9506, Loss: 0.0193 Epoch 45 Batch 198/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9510, Loss: 0.0208 Epoch 45 Batch 199/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9574, Loss: 0.0156 Epoch 45 Batch 200/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 45 Batch 201/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0178 Epoch 45 Batch 202/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9570, Loss: 0.0137 Epoch 45 Batch 203/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0199 Epoch 45 Batch 204/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9570, Loss: 0.0337 Epoch 45 Batch 205/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9616, Loss: 0.0261 Epoch 45 Batch 206/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9577, Loss: 0.0132 Epoch 45 Batch 207/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9577, Loss: 0.0174 Epoch 45 Batch 208/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9545, Loss: 0.0192 Epoch 45 Batch 209/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9599, Loss: 0.0130 Epoch 45 Batch 210/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0172 Epoch 45 Batch 211/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9553, Loss: 0.0168 Epoch 45 Batch 212/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0162 Epoch 45 Batch 213/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9602, Loss: 0.0151 Epoch 45 Batch 214/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9631, Loss: 0.0156 Epoch 45 Batch 215/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9631, Loss: 0.0214 Epoch 45 Batch 216/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0171 Epoch 45 Batch 217/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9631, Loss: 0.0158 Epoch 45 Batch 218/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9680, Loss: 0.0203 Epoch 45 Batch 219/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9680, Loss: 0.0146 Epoch 45 Batch 220/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9656, Loss: 0.0177 Epoch 45 Batch 221/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9602, Loss: 0.0159 Epoch 45 Batch 222/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9599, Loss: 0.0168 Epoch 45 Batch 223/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9652, Loss: 0.0166 Epoch 45 Batch 224/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9656, Loss: 0.0179 Epoch 45 Batch 225/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0222 Epoch 45 Batch 226/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9585, Loss: 0.0175 Epoch 45 Batch 227/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9585, Loss: 0.0231 Epoch 45 Batch 228/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9609, Loss: 0.0148 Epoch 45 Batch 229/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9613, Loss: 0.0193 Epoch 45 Batch 230/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9567, Loss: 0.0171 Epoch 45 Batch 231/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9609, Loss: 0.0251 Epoch 45 Batch 232/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9609, Loss: 0.0170 Epoch 45 Batch 233/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9659, Loss: 0.0254 Epoch 45 Batch 234/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0176 Epoch 45 Batch 235/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9585, Loss: 0.0217 Epoch 45 Batch 236/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9585, Loss: 0.0170 Epoch 45 Batch 237/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9585, Loss: 0.0175 Epoch 45 Batch 238/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0186 Epoch 45 Batch 239/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9556, Loss: 0.0155 Epoch 45 Batch 240/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9556, Loss: 0.0170 Epoch 45 Batch 241/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9513, Loss: 0.0178 Epoch 45 Batch 242/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9556, Loss: 0.0137 Epoch 45 Batch 243/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0224 Epoch 45 Batch 244/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9585, Loss: 0.0168 Epoch 45 Batch 245/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9542, Loss: 0.0169 Epoch 45 Batch 246/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0173 Epoch 45 Batch 247/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9616, Loss: 0.0203 Epoch 45 Batch 248/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0168 Epoch 45 Batch 249/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0148 Epoch 45 Batch 250/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9712, Loss: 0.0194 Epoch 45 Batch 251/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9709, Loss: 0.0230 Epoch 45 Batch 252/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9702, Loss: 0.0226 Epoch 45 Batch 253/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9698, Loss: 0.0194 Epoch 45 Batch 254/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9698, Loss: 0.0212 Epoch 45 Batch 255/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9677, Loss: 0.0173 Epoch 45 Batch 256/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0321 Epoch 45 Batch 257/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9620, Loss: 0.0189 Epoch 45 Batch 258/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9616, Loss: 0.0159 Epoch 45 Batch 259/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0151 Epoch 45 Batch 260/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9673, Loss: 0.0139 Epoch 45 Batch 261/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9670, Loss: 0.0181 Epoch 45 Batch 262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9719, Loss: 0.0181 Epoch 45 Batch 263/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9759, Loss: 0.0145 Epoch 45 Batch 264/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9709, Loss: 0.0175 Epoch 45 Batch 265/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9680, Loss: 0.0162 Epoch 45 Batch 266/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9634, Loss: 0.0209 Epoch 45 Batch 267/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9638, Loss: 0.0134 Epoch 45 Batch 268/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9634, Loss: 0.0217 Epoch 45 Batch 269/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9545, Loss: 0.0241 Epoch 45 Batch 270/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9549, Loss: 0.0247 Epoch 45 Batch 271/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9524, Loss: 0.0155 Epoch 45 Batch 272/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9503, Loss: 0.0426 Epoch 45 Batch 273/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0160 Epoch 45 Batch 274/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9567, Loss: 0.0189 Epoch 45 Batch 275/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0175 Epoch 45 Batch 276/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9567, Loss: 0.0273 Epoch 45 Batch 277/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9567, Loss: 0.0136 Epoch 45 Batch 278/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9517, Loss: 0.0228 Epoch 45 Batch 279/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9521, Loss: 0.0187 Epoch 45 Batch 280/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9563, Loss: 0.0224 Epoch 45 Batch 281/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9560, Loss: 0.0199 Epoch 45 Batch 282/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9492, Loss: 0.0209 Epoch 45 Batch 283/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0162 Epoch 45 Batch 284/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0183 Epoch 45 Batch 285/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9492, Loss: 0.0192 Epoch 45 Batch 286/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9492, Loss: 0.0164 Epoch 45 Batch 287/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9439, Loss: 0.0264 Epoch 45 Batch 288/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9485, Loss: 0.0245 Epoch 45 Batch 289/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9489, Loss: 0.0146 Epoch 45 Batch 290/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9442, Loss: 0.0302 Epoch 45 Batch 291/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9513, Loss: 0.0288 Epoch 45 Batch 292/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9467, Loss: 0.0161 Epoch 45 Batch 293/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9467, Loss: 0.0125 Epoch 45 Batch 294/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9464, Loss: 0.0182 Epoch 45 Batch 295/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9467, Loss: 0.0153 Epoch 45 Batch 296/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0167 Epoch 45 Batch 297/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9616, Loss: 0.0219 Epoch 45 Batch 298/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0246 Epoch 45 Batch 299/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9535, Loss: 0.0187 Epoch 45 Batch 300/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9560, Loss: 0.0157 Epoch 45 Batch 301/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0169 Epoch 45 Batch 302/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9627, Loss: 0.0171 Epoch 45 Batch 303/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9627, Loss: 0.0230 Epoch 45 Batch 304/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0211 Epoch 45 Batch 305/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9592, Loss: 0.0163 Epoch 45 Batch 306/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9638, Loss: 0.0348 Epoch 45 Batch 307/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9588, Loss: 0.0200 Epoch 45 Batch 308/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9588, Loss: 0.0207 Epoch 45 Batch 309/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9691, Loss: 0.0142 Epoch 45 Batch 310/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0165 Epoch 45 Batch 311/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9616, Loss: 0.0155 Epoch 45 Batch 312/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9624, Loss: 0.0257 Epoch 45 Batch 313/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9606, Loss: 0.0125 Epoch 45 Batch 314/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0274 Epoch 45 Batch 315/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9542, Loss: 0.0143 Epoch 45 Batch 316/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9542, Loss: 0.0204 Epoch 45 Batch 317/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9471, Loss: 0.0180 Epoch 45 Batch 318/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9538, Loss: 0.0136 Epoch 45 Batch 319/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9538, Loss: 0.0241 Epoch 45 Batch 320/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9538, Loss: 0.0269 Epoch 45 Batch 321/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9574, Loss: 0.0178 Epoch 45 Batch 322/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9524, Loss: 0.0164 Epoch 45 Batch 323/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9492, Loss: 0.0208 Epoch 45 Batch 324/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9517, Loss: 0.0199 Epoch 45 Batch 325/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9503, Loss: 0.0186 Epoch 45 Batch 326/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9503, Loss: 0.0156 Epoch 45 Batch 327/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9506, Loss: 0.0232 Epoch 45 Batch 328/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9510, Loss: 0.0249 Epoch 45 Batch 329/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9510, Loss: 0.0178 Epoch 45 Batch 330/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9510, Loss: 0.0178 Epoch 45 Batch 331/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9510, Loss: 0.0180 Epoch 45 Batch 332/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9510, Loss: 0.0174 Epoch 45 Batch 333/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9510, Loss: 0.0166 Epoch 45 Batch 334/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9510, Loss: 0.0144 Epoch 45 Batch 335/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9510, Loss: 0.0210 Epoch 45 Batch 336/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9567, Loss: 0.0580 Epoch 45 Batch 337/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0176 Epoch 45 Batch 338/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9588, Loss: 0.0292 Epoch 45 Batch 339/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9538, Loss: 0.0100 Epoch 45 Batch 340/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9538, Loss: 0.0194 Epoch 45 Batch 341/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9538, Loss: 0.0282 Epoch 45 Batch 342/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9538, Loss: 0.0160 Epoch 45 Batch 343/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9517, Loss: 0.0245 Epoch 45 Batch 344/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9517, Loss: 0.0222 Epoch 45 Batch 345/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0122 Epoch 45 Batch 346/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9403, Loss: 0.0210 Epoch 45 Batch 347/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9446, Loss: 0.0132 Epoch 45 Batch 348/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9446, Loss: 0.0158 Epoch 45 Batch 349/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9453, Loss: 0.0190 Epoch 45 Batch 350/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9389, Loss: 0.0181 Epoch 45 Batch 351/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9389, Loss: 0.0170 Epoch 45 Batch 352/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9389, Loss: 0.0138 Epoch 45 Batch 353/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9411, Loss: 0.0232 Epoch 45 Batch 354/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9411, Loss: 0.0185 Epoch 45 Batch 355/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9460, Loss: 0.0175 Epoch 45 Batch 356/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9460, Loss: 0.0165 Epoch 45 Batch 357/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9464, Loss: 0.0195 Epoch 45 Batch 358/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9428, Loss: 0.0219 Epoch 45 Batch 359/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9428, Loss: 0.0178 Epoch 45 Batch 360/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9471, Loss: 0.0142 Epoch 45 Batch 361/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9471, Loss: 0.0118 Epoch 45 Batch 362/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9467, Loss: 0.0230 Epoch 45 Batch 363/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9485, Loss: 0.0205 Epoch 45 Batch 364/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9485, Loss: 0.0251 Epoch 45 Batch 365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9535, Loss: 0.0115 Epoch 45 Batch 366/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9485, Loss: 0.0149 Epoch 45 Batch 367/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9435, Loss: 0.0123 Epoch 45 Batch 368/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9371, Loss: 0.0153 Epoch 45 Batch 369/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9361, Loss: 0.0200 Epoch 45 Batch 370/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9364, Loss: 0.0210 Epoch 45 Batch 371/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9450, Loss: 0.0125 Epoch 45 Batch 372/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9453, Loss: 0.0137 Epoch 45 Batch 373/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0130 Epoch 45 Batch 374/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9464, Loss: 0.0206 Epoch 45 Batch 375/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9464, Loss: 0.0154 Epoch 45 Batch 376/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9464, Loss: 0.0236 Epoch 45 Batch 377/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0235 Epoch 45 Batch 378/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9464, Loss: 0.0128 Epoch 45 Batch 379/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9464, Loss: 0.0272 Epoch 45 Batch 380/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9517, Loss: 0.0158 Epoch 45 Batch 381/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0216 Epoch 45 Batch 382/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9570, Loss: 0.0258 Epoch 45 Batch 383/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9570, Loss: 0.0207 Epoch 45 Batch 384/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9570, Loss: 0.0137 Epoch 45 Batch 385/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0176 Epoch 45 Batch 386/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9521, Loss: 0.0180 Epoch 45 Batch 387/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0188 Epoch 45 Batch 388/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9513, Loss: 0.0256 Epoch 45 Batch 389/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0203 Epoch 45 Batch 390/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9577, Loss: 0.0285 Epoch 45 Batch 391/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9577, Loss: 0.0189 Epoch 45 Batch 392/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9553, Loss: 0.0315 Epoch 45 Batch 393/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9599, Loss: 0.0190 Epoch 45 Batch 394/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9645, Loss: 0.0203 Epoch 45 Batch 395/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9553, Loss: 0.0161 Epoch 45 Batch 396/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9581, Loss: 0.0206 Epoch 45 Batch 397/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9606, Loss: 0.0211 Epoch 45 Batch 398/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9606, Loss: 0.0200 Epoch 45 Batch 399/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9652, Loss: 0.0197 Epoch 45 Batch 400/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0186 Epoch 45 Batch 401/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0133 Epoch 45 Batch 402/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9513, Loss: 0.0170 Epoch 45 Batch 403/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0337 Epoch 45 Batch 404/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9517, Loss: 0.0230 Epoch 45 Batch 405/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0196 Epoch 45 Batch 406/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9517, Loss: 0.0169 Epoch 45 Batch 407/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9517, Loss: 0.0190 Epoch 45 Batch 408/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0211 Epoch 45 Batch 409/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9517, Loss: 0.0206 Epoch 45 Batch 410/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9563, Loss: 0.0266 Epoch 45 Batch 411/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9563, Loss: 0.0197 Epoch 45 Batch 412/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9563, Loss: 0.0174 Epoch 45 Batch 413/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0159 Epoch 45 Batch 414/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9627, Loss: 0.0156 Epoch 45 Batch 415/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9592, Loss: 0.0224 Epoch 45 Batch 416/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9641, Loss: 0.0158 Epoch 45 Batch 417/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0351 Epoch 45 Batch 418/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9645, Loss: 0.0157 Epoch 45 Batch 419/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9602, Loss: 0.0166 Epoch 45 Batch 420/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9560, Loss: 0.0121 Epoch 45 Batch 421/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9560, Loss: 0.0308 Epoch 45 Batch 422/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9560, Loss: 0.0189 Epoch 45 Batch 423/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9560, Loss: 0.0215 Epoch 45 Batch 424/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9648, Loss: 0.0189 Epoch 45 Batch 425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9648, Loss: 0.0137 Epoch 45 Batch 426/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0209 Epoch 45 Batch 427/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0184 Epoch 45 Batch 428/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9567, Loss: 0.0171 Epoch 45 Batch 429/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9595, Loss: 0.0116 Epoch 45 Batch 430/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0150 Epoch 45 Batch 431/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9599, Loss: 0.0165 Epoch 45 Batch 432/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9489, Loss: 0.0200 Epoch 45 Batch 433/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9439, Loss: 0.0209 Epoch 45 Batch 434/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9411, Loss: 0.0159 Epoch 45 Batch 435/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9368, Loss: 0.0229 Epoch 45 Batch 436/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9368, Loss: 0.0238 Epoch 45 Batch 437/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9315, Loss: 0.0134 Epoch 45 Batch 438/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9343, Loss: 0.0141 Epoch 45 Batch 439/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9347, Loss: 0.0184 Epoch 45 Batch 440/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9300, Loss: 0.0217 Epoch 45 Batch 441/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9457, Loss: 0.0189 Epoch 45 Batch 442/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9457, Loss: 0.0249 Epoch 45 Batch 443/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9496, Loss: 0.0160 Epoch 45 Batch 444/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9442, Loss: 0.0202 Epoch 45 Batch 445/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9446, Loss: 0.0215 Epoch 45 Batch 446/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9446, Loss: 0.0141 Epoch 45 Batch 447/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9450, Loss: 0.0174 Epoch 45 Batch 448/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9450, Loss: 0.0196 Epoch 45 Batch 449/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9549, Loss: 0.0231 Epoch 45 Batch 450/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0240 Epoch 45 Batch 451/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9542, Loss: 0.0154 Epoch 45 Batch 452/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9492, Loss: 0.0162 Epoch 45 Batch 453/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9489, Loss: 0.0212 Epoch 45 Batch 454/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9489, Loss: 0.0283 Epoch 45 Batch 455/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0209 Epoch 45 Batch 456/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0233 Epoch 45 Batch 457/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9581, Loss: 0.0169 Epoch 45 Batch 458/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9585, Loss: 0.0237 Epoch 45 Batch 459/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0189 Epoch 45 Batch 460/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0205 Epoch 45 Batch 461/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9588, Loss: 0.0177 Epoch 45 Batch 462/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9588, Loss: 0.0195 Epoch 45 Batch 463/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9588, Loss: 0.0205 Epoch 45 Batch 464/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0187 Epoch 45 Batch 465/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9581, Loss: 0.0273 Epoch 45 Batch 466/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9553, Loss: 0.0167 Epoch 45 Batch 467/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9553, Loss: 0.0184 Epoch 45 Batch 468/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9503, Loss: 0.0178 Epoch 45 Batch 469/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9471, Loss: 0.0122 Epoch 45 Batch 470/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9482, Loss: 0.0201 Epoch 45 Batch 471/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9531, Loss: 0.0128 Epoch 45 Batch 472/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9467, Loss: 0.0187 Epoch 45 Batch 473/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9496, Loss: 0.0157 Epoch 45 Batch 474/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0197 Epoch 45 Batch 475/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9496, Loss: 0.0192 Epoch 45 Batch 476/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0143 Epoch 45 Batch 477/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9439, Loss: 0.0187 Epoch 45 Batch 478/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9513, Loss: 0.0192 Epoch 45 Batch 479/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9563, Loss: 0.0221 Epoch 45 Batch 480/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9563, Loss: 0.0176 Epoch 45 Batch 481/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9563, Loss: 0.0180 Epoch 45 Batch 482/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9556, Loss: 0.0187 Epoch 45 Batch 483/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9553, Loss: 0.0249 Epoch 45 Batch 484/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0211 Epoch 45 Batch 485/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9553, Loss: 0.0164 Epoch 45 Batch 486/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9556, Loss: 0.0179 Epoch 45 Batch 487/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9531, Loss: 0.0148 Epoch 45 Batch 488/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9535, Loss: 0.0188 Epoch 45 Batch 489/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9482, Loss: 0.0188 Epoch 45 Batch 490/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9485, Loss: 0.0222 Epoch 45 Batch 491/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9411, Loss: 0.0289 Epoch 45 Batch 492/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9460, Loss: 0.0226 Epoch 45 Batch 493/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9460, Loss: 0.0130 Epoch 45 Batch 494/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9439, Loss: 0.0176 Epoch 45 Batch 495/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0192 Epoch 45 Batch 496/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0164 Epoch 45 Batch 497/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9634, Loss: 0.0238 Epoch 45 Batch 498/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9634, Loss: 0.0237 Epoch 45 Batch 499/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9634, Loss: 0.0191 Epoch 45 Batch 500/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9592, Loss: 0.0139 Epoch 45 Batch 501/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9592, Loss: 0.0151 Epoch 45 Batch 502/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9588, Loss: 0.0245 Epoch 45 Batch 503/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9538, Loss: 0.0157 Epoch 45 Batch 504/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9538, Loss: 0.0176 Epoch 45 Batch 505/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9585, Loss: 0.0155 Epoch 45 Batch 506/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0253 Epoch 45 Batch 507/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9549, Loss: 0.0222 Epoch 45 Batch 508/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9542, Loss: 0.0125 Epoch 45 Batch 509/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9542, Loss: 0.0238 Epoch 45 Batch 510/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9538, Loss: 0.0159 Epoch 45 Batch 511/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0179 Epoch 45 Batch 512/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9503, Loss: 0.0154 Epoch 45 Batch 513/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9510, Loss: 0.0208 Epoch 45 Batch 514/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9531, Loss: 0.0166 Epoch 45 Batch 515/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0198 Epoch 45 Batch 516/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9521, Loss: 0.0197 Epoch 45 Batch 517/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9570, Loss: 0.0228 Epoch 45 Batch 518/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9517, Loss: 0.0186 Epoch 45 Batch 519/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0212 Epoch 45 Batch 520/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9457, Loss: 0.0163 Epoch 45 Batch 521/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9485, Loss: 0.0181 Epoch 45 Batch 522/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9524, Loss: 0.0238 Epoch 45 Batch 523/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9585, Loss: 0.0206 Epoch 45 Batch 524/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9577, Loss: 0.0205 Epoch 45 Batch 525/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9577, Loss: 0.0195 Epoch 45 Batch 526/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9581, Loss: 0.0153 Epoch 45 Batch 527/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0193 Epoch 45 Batch 528/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9556, Loss: 0.0202 Epoch 45 Batch 529/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9513, Loss: 0.0202 Epoch 45 Batch 530/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9517, Loss: 0.0185 Epoch 45 Batch 531/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9560, Loss: 0.0197 Epoch 45 Batch 532/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9531, Loss: 0.0274 Epoch 45 Batch 533/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9531, Loss: 0.0166 Epoch 45 Batch 534/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9432, Loss: 0.0244 Epoch 45 Batch 535/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9460, Loss: 0.0190 Epoch 45 Batch 536/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9506, Loss: 0.0205 Epoch 45 Batch 537/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9556, Loss: 0.0138 Epoch 45 Batch 538/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9577, Loss: 0.0174 Epoch 45 Batch 539/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9577, Loss: 0.0293 Epoch 45 Batch 540/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0128 Epoch 45 Batch 541/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9688, Loss: 0.0179 Epoch 45 Batch 542/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9688, Loss: 0.0208 Epoch 45 Batch 543/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9663, Loss: 0.0143 Epoch 45 Batch 544/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0089 Epoch 45 Batch 545/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9663, Loss: 0.0202 Epoch 45 Batch 546/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9663, Loss: 0.0205 Epoch 45 Batch 547/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9563, Loss: 0.0153 Epoch 45 Batch 548/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0216 Epoch 45 Batch 549/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9567, Loss: 0.0179 Epoch 45 Batch 550/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9517, Loss: 0.0157 Epoch 45 Batch 551/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9517, Loss: 0.0233 Epoch 45 Batch 552/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9425, Loss: 0.0252 Epoch 45 Batch 553/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0289 Epoch 45 Batch 554/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9513, Loss: 0.0183 Epoch 45 Batch 555/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0160 Epoch 45 Batch 556/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0146 Epoch 45 Batch 557/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0157 Epoch 45 Batch 558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9538, Loss: 0.0140 Epoch 45 Batch 559/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0225 Epoch 45 Batch 560/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9474, Loss: 0.0224 Epoch 45 Batch 561/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9471, Loss: 0.0167 Epoch 45 Batch 562/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9464, Loss: 0.0129 Epoch 45 Batch 563/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9414, Loss: 0.0197 Epoch 45 Batch 564/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9364, Loss: 0.0249 Epoch 45 Batch 565/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9411, Loss: 0.0271 Epoch 45 Batch 566/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9457, Loss: 0.0210 Epoch 45 Batch 567/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9457, Loss: 0.0169 Epoch 45 Batch 568/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9450, Loss: 0.0179 Epoch 45 Batch 569/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9570, Loss: 0.0197 Epoch 45 Batch 570/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9670, Loss: 0.0234 Epoch 45 Batch 571/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9627, Loss: 0.0127 Epoch 45 Batch 572/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9631, Loss: 0.0183 Epoch 45 Batch 573/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9631, Loss: 0.0330 Epoch 45 Batch 574/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9631, Loss: 0.0215 Epoch 45 Batch 575/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9592, Loss: 0.0169 Epoch 45 Batch 576/1077 - Train Accuracy: 0.9979, Validation Accuracy: 0.9592, Loss: 0.0176 Epoch 45 Batch 577/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9592, Loss: 0.0204 Epoch 45 Batch 578/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9592, Loss: 0.0159 Epoch 45 Batch 579/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9616, Loss: 0.0167 Epoch 45 Batch 580/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9545, Loss: 0.0160 Epoch 45 Batch 581/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0135 Epoch 45 Batch 582/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9680, Loss: 0.0144 Epoch 45 Batch 583/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9688, Loss: 0.0216 Epoch 45 Batch 584/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9688, Loss: 0.0172 Epoch 45 Batch 585/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9638, Loss: 0.0112 Epoch 45 Batch 586/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0140 Epoch 45 Batch 587/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9631, Loss: 0.0223 Epoch 45 Batch 588/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9631, Loss: 0.0187 Epoch 45 Batch 589/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9634, Loss: 0.0170 Epoch 45 Batch 590/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9677, Loss: 0.0189 Epoch 45 Batch 591/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9677, Loss: 0.0217 Epoch 45 Batch 592/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9570, Loss: 0.0198 Epoch 45 Batch 593/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9570, Loss: 0.0303 Epoch 45 Batch 594/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0222 Epoch 45 Batch 595/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0213 Epoch 45 Batch 596/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9634, Loss: 0.0190 Epoch 45 Batch 597/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0187 Epoch 45 Batch 598/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9684, Loss: 0.0205 Epoch 45 Batch 599/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9634, Loss: 0.0326 Epoch 45 Batch 600/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0231 Epoch 45 Batch 601/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9634, Loss: 0.0182 Epoch 45 Batch 602/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9673, Loss: 0.0218 Epoch 45 Batch 603/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0174 Epoch 45 Batch 604/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9673, Loss: 0.0268 Epoch 45 Batch 605/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0251 Epoch 45 Batch 606/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9666, Loss: 0.0150 Epoch 45 Batch 607/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9709, Loss: 0.0260 Epoch 45 Batch 608/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9645, Loss: 0.0250 Epoch 45 Batch 609/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0278 Epoch 45 Batch 610/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9581, Loss: 0.0280 Epoch 45 Batch 611/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9588, Loss: 0.0179 Epoch 45 Batch 612/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9595, Loss: 0.0151 Epoch 45 Batch 613/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9616, Loss: 0.0192 Epoch 45 Batch 614/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0212 Epoch 45 Batch 615/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9613, Loss: 0.0118 Epoch 45 Batch 616/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9613, Loss: 0.0169 Epoch 45 Batch 617/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9570, Loss: 0.0169 Epoch 45 Batch 618/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0233 Epoch 45 Batch 619/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0133 Epoch 45 Batch 620/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9496, Loss: 0.0145 Epoch 45 Batch 621/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9446, Loss: 0.0216 Epoch 45 Batch 622/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9425, Loss: 0.0248 Epoch 45 Batch 623/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9471, Loss: 0.0261 Epoch 45 Batch 624/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9485, Loss: 0.0221 Epoch 45 Batch 625/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0187 Epoch 45 Batch 626/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9513, Loss: 0.0209 Epoch 45 Batch 627/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0155 Epoch 45 Batch 628/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0200 Epoch 45 Batch 629/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9613, Loss: 0.0186 Epoch 45 Batch 630/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9616, Loss: 0.0198 Epoch 45 Batch 631/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9620, Loss: 0.0247 Epoch 45 Batch 632/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9616, Loss: 0.0142 Epoch 45 Batch 633/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9616, Loss: 0.0225 Epoch 45 Batch 634/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9620, Loss: 0.0174 Epoch 45 Batch 635/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9620, Loss: 0.0239 Epoch 45 Batch 636/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0199 Epoch 45 Batch 637/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9592, Loss: 0.0192 Epoch 45 Batch 638/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9599, Loss: 0.0185 Epoch 45 Batch 639/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0267 Epoch 45 Batch 640/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9553, Loss: 0.0196 Epoch 45 Batch 641/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9556, Loss: 0.0181 Epoch 45 Batch 642/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9581, Loss: 0.0185 Epoch 45 Batch 643/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9631, Loss: 0.0136 Epoch 45 Batch 644/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0177 Epoch 45 Batch 645/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0228 Epoch 45 Batch 646/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9631, Loss: 0.0182 Epoch 45 Batch 647/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9670, Loss: 0.0192 Epoch 45 Batch 648/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0150 Epoch 45 Batch 649/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9670, Loss: 0.0164 Epoch 45 Batch 650/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9670, Loss: 0.0165 Epoch 45 Batch 651/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9673, Loss: 0.0149 Epoch 45 Batch 652/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9570, Loss: 0.0191 Epoch 45 Batch 653/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9624, Loss: 0.0243 Epoch 45 Batch 654/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9627, Loss: 0.0192 Epoch 45 Batch 655/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9624, Loss: 0.0222 Epoch 45 Batch 656/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9535, Loss: 0.0241 Epoch 45 Batch 657/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9485, Loss: 0.0236 Epoch 45 Batch 658/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9531, Loss: 0.0132 Epoch 45 Batch 659/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9506, Loss: 0.0164 Epoch 45 Batch 660/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0133 Epoch 45 Batch 661/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9528, Loss: 0.0193 Epoch 45 Batch 662/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9528, Loss: 0.0187 Epoch 45 Batch 663/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9506, Loss: 0.0147 Epoch 45 Batch 664/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0183 Epoch 45 Batch 665/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9531, Loss: 0.0124 Epoch 45 Batch 666/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9531, Loss: 0.0251 Epoch 45 Batch 667/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9531, Loss: 0.0195 Epoch 45 Batch 668/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0189 Epoch 45 Batch 669/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9467, Loss: 0.0147 Epoch 45 Batch 670/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9482, Loss: 0.0156 Epoch 45 Batch 671/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9482, Loss: 0.0210 Epoch 45 Batch 672/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9482, Loss: 0.0169 Epoch 45 Batch 673/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9531, Loss: 0.0220 Epoch 45 Batch 674/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9510, Loss: 0.0205 Epoch 45 Batch 675/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9510, Loss: 0.0249 Epoch 45 Batch 676/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9553, Loss: 0.0186 Epoch 45 Batch 677/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9503, Loss: 0.0201 Epoch 45 Batch 678/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9499, Loss: 0.0152 Epoch 45 Batch 679/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9499, Loss: 0.0149 Epoch 45 Batch 680/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9499, Loss: 0.0235 Epoch 45 Batch 681/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9499, Loss: 0.0206 Epoch 45 Batch 682/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9503, Loss: 0.0198 Epoch 45 Batch 683/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9517, Loss: 0.0139 Epoch 45 Batch 684/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9513, Loss: 0.0213 Epoch 45 Batch 685/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9506, Loss: 0.0252 Epoch 45 Batch 686/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9457, Loss: 0.0166 Epoch 45 Batch 687/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9506, Loss: 0.0176 Epoch 45 Batch 688/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9652, Loss: 0.0136 Epoch 45 Batch 689/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9602, Loss: 0.0127 Epoch 45 Batch 690/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9577, Loss: 0.0212 Epoch 45 Batch 691/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9634, Loss: 0.0191 Epoch 45 Batch 692/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9592, Loss: 0.0216 Epoch 45 Batch 693/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9609, Loss: 0.0271 Epoch 45 Batch 694/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9705, Loss: 0.0172 Epoch 45 Batch 695/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9730, Loss: 0.0214 Epoch 45 Batch 696/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9727, Loss: 0.0169 Epoch 45 Batch 697/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9677, Loss: 0.0183 Epoch 45 Batch 698/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9627, Loss: 0.0163 Epoch 45 Batch 699/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9677, Loss: 0.0179 Epoch 45 Batch 700/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9620, Loss: 0.0166 Epoch 45 Batch 701/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9592, Loss: 0.0193 Epoch 45 Batch 702/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9620, Loss: 0.0272 Epoch 45 Batch 703/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9574, Loss: 0.0164 Epoch 45 Batch 704/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9620, Loss: 0.0286 Epoch 45 Batch 705/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9620, Loss: 0.0222 Epoch 45 Batch 706/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9727, Loss: 0.0368 Epoch 45 Batch 707/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9684, Loss: 0.0229 Epoch 45 Batch 708/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0187 Epoch 45 Batch 709/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9631, Loss: 0.0264 Epoch 45 Batch 710/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9585, Loss: 0.0143 Epoch 45 Batch 711/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0241 Epoch 45 Batch 712/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9613, Loss: 0.0148 Epoch 45 Batch 713/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9574, Loss: 0.0148 Epoch 45 Batch 714/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9574, Loss: 0.0212 Epoch 45 Batch 715/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9620, Loss: 0.0205 Epoch 45 Batch 716/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0185 Epoch 45 Batch 717/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9567, Loss: 0.0110 Epoch 45 Batch 718/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9567, Loss: 0.0226 Epoch 45 Batch 719/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9521, Loss: 0.0209 Epoch 45 Batch 720/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9567, Loss: 0.0188 Epoch 45 Batch 721/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0189 Epoch 45 Batch 722/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9567, Loss: 0.0168 Epoch 45 Batch 723/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0202 Epoch 45 Batch 724/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0205 Epoch 45 Batch 725/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0144 Epoch 45 Batch 726/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0145 Epoch 45 Batch 727/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9567, Loss: 0.0159 Epoch 45 Batch 728/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0201 Epoch 45 Batch 729/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0259 Epoch 45 Batch 730/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0271 Epoch 45 Batch 731/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9524, Loss: 0.0180 Epoch 45 Batch 732/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9524, Loss: 0.0180 Epoch 45 Batch 733/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0201 Epoch 45 Batch 734/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9506, Loss: 0.0156 Epoch 45 Batch 735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9503, Loss: 0.0137 Epoch 45 Batch 736/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0169 Epoch 45 Batch 737/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9453, Loss: 0.0222 Epoch 45 Batch 738/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9517, Loss: 0.0116 Epoch 45 Batch 739/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9574, Loss: 0.0154 Epoch 45 Batch 740/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0157 Epoch 45 Batch 741/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0250 Epoch 45 Batch 742/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9577, Loss: 0.0166 Epoch 45 Batch 743/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9577, Loss: 0.0178 Epoch 45 Batch 744/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9581, Loss: 0.0207 Epoch 45 Batch 745/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0204 Epoch 45 Batch 746/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0168 Epoch 45 Batch 747/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9474, Loss: 0.0137 Epoch 45 Batch 748/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9517, Loss: 0.0175 Epoch 45 Batch 749/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9627, Loss: 0.0164 Epoch 45 Batch 750/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9680, Loss: 0.0162 Epoch 45 Batch 751/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9585, Loss: 0.0173 Epoch 45 Batch 752/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9563, Loss: 0.0160 Epoch 45 Batch 753/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9563, Loss: 0.0188 Epoch 45 Batch 754/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9606, Loss: 0.0191 Epoch 45 Batch 755/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9556, Loss: 0.0232 Epoch 45 Batch 756/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0198 Epoch 45 Batch 757/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9606, Loss: 0.0184 Epoch 45 Batch 758/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9602, Loss: 0.0128 Epoch 45 Batch 759/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9577, Loss: 0.0205 Epoch 45 Batch 760/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0201 Epoch 45 Batch 761/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0199 Epoch 45 Batch 762/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0155 Epoch 45 Batch 763/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9581, Loss: 0.0170 Epoch 45 Batch 764/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9581, Loss: 0.0156 Epoch 45 Batch 765/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9627, Loss: 0.0246 Epoch 45 Batch 766/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9631, Loss: 0.0267 Epoch 45 Batch 767/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0209 Epoch 45 Batch 768/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9549, Loss: 0.0155 Epoch 45 Batch 769/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0218 Epoch 45 Batch 770/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9588, Loss: 0.0257 Epoch 45 Batch 771/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9634, Loss: 0.0153 Epoch 45 Batch 772/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9577, Loss: 0.0160 Epoch 45 Batch 773/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9581, Loss: 0.0209 Epoch 45 Batch 774/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9531, Loss: 0.0187 Epoch 45 Batch 775/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9563, Loss: 0.0179 Epoch 45 Batch 776/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9517, Loss: 0.0192 Epoch 45 Batch 777/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9513, Loss: 0.0201 Epoch 45 Batch 778/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0225 Epoch 45 Batch 779/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9609, Loss: 0.0182 Epoch 45 Batch 780/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9631, Loss: 0.0292 Epoch 45 Batch 781/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9585, Loss: 0.0199 Epoch 45 Batch 782/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0175 Epoch 45 Batch 783/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9581, Loss: 0.0211 Epoch 45 Batch 784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9517, Loss: 0.0140 Epoch 45 Batch 785/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0130 Epoch 45 Batch 786/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9595, Loss: 0.0172 Epoch 45 Batch 787/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9545, Loss: 0.0187 Epoch 45 Batch 788/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9560, Loss: 0.0238 Epoch 45 Batch 789/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9560, Loss: 0.0183 Epoch 45 Batch 790/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0232 Epoch 45 Batch 791/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0236 Epoch 45 Batch 792/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9460, Loss: 0.0196 Epoch 45 Batch 793/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9411, Loss: 0.0201 Epoch 45 Batch 794/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9411, Loss: 0.0154 Epoch 45 Batch 795/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9460, Loss: 0.0227 Epoch 45 Batch 796/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9499, Loss: 0.0194 Epoch 45 Batch 797/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9499, Loss: 0.0193 Epoch 45 Batch 798/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9499, Loss: 0.0168 Epoch 45 Batch 799/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9499, Loss: 0.0279 Epoch 45 Batch 800/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0160 Epoch 45 Batch 801/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0190 Epoch 45 Batch 802/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9453, Loss: 0.0239 Epoch 45 Batch 803/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9474, Loss: 0.0151 Epoch 45 Batch 804/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9478, Loss: 0.0121 Epoch 45 Batch 805/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9528, Loss: 0.0163 Epoch 45 Batch 806/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9482, Loss: 0.0151 Epoch 45 Batch 807/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9460, Loss: 0.0140 Epoch 45 Batch 808/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9460, Loss: 0.0308 Epoch 45 Batch 809/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9453, Loss: 0.0310 Epoch 45 Batch 810/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9457, Loss: 0.0169 Epoch 45 Batch 811/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9553, Loss: 0.0191 Epoch 45 Batch 812/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9457, Loss: 0.0176 Epoch 45 Batch 813/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9506, Loss: 0.0174 Epoch 45 Batch 814/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0176 Epoch 45 Batch 815/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9599, Loss: 0.0228 Epoch 45 Batch 816/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9595, Loss: 0.0147 Epoch 45 Batch 817/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9645, Loss: 0.0181 Epoch 45 Batch 818/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9595, Loss: 0.0222 Epoch 45 Batch 819/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9656, Loss: 0.0172 Epoch 45 Batch 820/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9670, Loss: 0.0184 Epoch 45 Batch 821/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9567, Loss: 0.0188 Epoch 45 Batch 822/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9510, Loss: 0.0138 Epoch 45 Batch 823/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9563, Loss: 0.0296 Epoch 45 Batch 824/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9563, Loss: 0.0257 Epoch 45 Batch 825/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9496, Loss: 0.0117 Epoch 45 Batch 826/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9496, Loss: 0.0149 Epoch 45 Batch 827/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9531, Loss: 0.0212 Epoch 45 Batch 828/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9489, Loss: 0.0150 Epoch 45 Batch 829/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9521, Loss: 0.0254 Epoch 45 Batch 830/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9521, Loss: 0.0244 Epoch 45 Batch 831/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9542, Loss: 0.0218 Epoch 45 Batch 832/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0152 Epoch 45 Batch 833/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9538, Loss: 0.0207 Epoch 45 Batch 834/1077 - Train Accuracy: 0.9890, Validation Accuracy: 0.9581, Loss: 0.0192 Epoch 45 Batch 835/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9581, Loss: 0.0164 Epoch 45 Batch 836/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9585, Loss: 0.0182 Epoch 45 Batch 837/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9585, Loss: 0.0220 Epoch 45 Batch 838/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9592, Loss: 0.0180 Epoch 45 Batch 839/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0144 Epoch 45 Batch 840/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9503, Loss: 0.0204 Epoch 45 Batch 841/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0285 Epoch 45 Batch 842/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9457, Loss: 0.0137 Epoch 45 Batch 843/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9549, Loss: 0.0155 Epoch 45 Batch 844/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9620, Loss: 0.0174 Epoch 45 Batch 845/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9663, Loss: 0.0156 Epoch 45 Batch 846/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9663, Loss: 0.0249 Epoch 45 Batch 847/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9712, Loss: 0.0195 Epoch 45 Batch 848/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9659, Loss: 0.0184 Epoch 45 Batch 849/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9659, Loss: 0.0104 Epoch 45 Batch 850/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9659, Loss: 0.0296 Epoch 45 Batch 851/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9609, Loss: 0.0273 Epoch 45 Batch 852/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9709, Loss: 0.0259 Epoch 45 Batch 853/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9688, Loss: 0.0192 Epoch 45 Batch 854/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9751, Loss: 0.0184 Epoch 45 Batch 855/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9698, Loss: 0.0193 Epoch 45 Batch 856/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9741, Loss: 0.0190 Epoch 45 Batch 857/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9762, Loss: 0.0157 Epoch 45 Batch 858/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9762, Loss: 0.0129 Epoch 45 Batch 859/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9719, Loss: 0.0202 Epoch 45 Batch 860/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9773, Loss: 0.0178 Epoch 45 Batch 861/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9673, Loss: 0.0148 Epoch 45 Batch 862/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0188 Epoch 45 Batch 863/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9613, Loss: 0.0145 Epoch 45 Batch 864/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9492, Loss: 0.0215 Epoch 45 Batch 865/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9492, Loss: 0.0233 Epoch 45 Batch 866/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0249 Epoch 45 Batch 867/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0556 Epoch 45 Batch 868/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9666, Loss: 0.0213 Epoch 45 Batch 869/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9709, Loss: 0.0159 Epoch 45 Batch 870/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9705, Loss: 0.0181 Epoch 45 Batch 871/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9656, Loss: 0.0196 Epoch 45 Batch 872/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9656, Loss: 0.0185 Epoch 45 Batch 873/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9652, Loss: 0.0218 Epoch 45 Batch 874/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9659, Loss: 0.0206 Epoch 45 Batch 875/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9609, Loss: 0.0170 Epoch 45 Batch 876/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9538, Loss: 0.0173 Epoch 45 Batch 877/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0156 Epoch 45 Batch 878/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9585, Loss: 0.0141 Epoch 45 Batch 879/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9638, Loss: 0.0150 Epoch 45 Batch 880/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9585, Loss: 0.0193 Epoch 45 Batch 881/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9585, Loss: 0.0187 Epoch 45 Batch 882/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9542, Loss: 0.0162 Epoch 45 Batch 883/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9563, Loss: 0.0278 Epoch 45 Batch 884/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9549, Loss: 0.0230 Epoch 45 Batch 885/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9545, Loss: 0.0115 Epoch 45 Batch 886/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9549, Loss: 0.0212 Epoch 45 Batch 887/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0203 Epoch 45 Batch 888/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9549, Loss: 0.0229 Epoch 45 Batch 889/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9510, Loss: 0.0213 Epoch 45 Batch 890/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9460, Loss: 0.0189 Epoch 45 Batch 891/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9460, Loss: 0.0149 Epoch 45 Batch 892/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9510, Loss: 0.0222 Epoch 45 Batch 893/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0135 Epoch 45 Batch 894/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9506, Loss: 0.0184 Epoch 45 Batch 895/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9510, Loss: 0.0144 Epoch 45 Batch 896/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9563, Loss: 0.0177 Epoch 45 Batch 897/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9556, Loss: 0.0146 Epoch 45 Batch 898/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9560, Loss: 0.0198 Epoch 45 Batch 899/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9577, Loss: 0.0220 Epoch 45 Batch 900/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9574, Loss: 0.0200 Epoch 45 Batch 901/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9574, Loss: 0.0330 Epoch 45 Batch 902/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0224 Epoch 45 Batch 903/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9631, Loss: 0.0202 Epoch 45 Batch 904/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0190 Epoch 45 Batch 905/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9624, Loss: 0.0180 Epoch 45 Batch 906/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9620, Loss: 0.0142 Epoch 45 Batch 907/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0193 Epoch 45 Batch 908/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0182 Epoch 45 Batch 909/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9698, Loss: 0.0245 Epoch 45 Batch 910/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9698, Loss: 0.0231 Epoch 45 Batch 911/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9748, Loss: 0.0218 Epoch 45 Batch 912/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9751, Loss: 0.0176 Epoch 45 Batch 913/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9751, Loss: 0.0261 Epoch 45 Batch 914/1077 - Train Accuracy: 0.9603, Validation Accuracy: 0.9751, Loss: 0.0499 Epoch 45 Batch 915/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9751, Loss: 0.0183 Epoch 45 Batch 916/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9723, Loss: 0.0200 Epoch 45 Batch 917/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0245 Epoch 45 Batch 918/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0162 Epoch 45 Batch 919/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9588, Loss: 0.0155 Epoch 45 Batch 920/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0145 Epoch 45 Batch 921/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9634, Loss: 0.0187 Epoch 45 Batch 922/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9634, Loss: 0.0160 Epoch 45 Batch 923/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9634, Loss: 0.0124 Epoch 45 Batch 924/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9631, Loss: 0.0221 Epoch 45 Batch 925/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9677, Loss: 0.0149 Epoch 45 Batch 926/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9677, Loss: 0.0182 Epoch 45 Batch 927/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9663, Loss: 0.0271 Epoch 45 Batch 928/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0192 Epoch 45 Batch 929/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9616, Loss: 0.0145 Epoch 45 Batch 930/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9620, Loss: 0.0148 Epoch 45 Batch 931/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0165 Epoch 45 Batch 932/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0165 Epoch 45 Batch 933/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9627, Loss: 0.0204 Epoch 45 Batch 934/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0146 Epoch 45 Batch 935/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0138 Epoch 45 Batch 936/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9737, Loss: 0.0185 Epoch 45 Batch 937/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9737, Loss: 0.0270 Epoch 45 Batch 938/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9734, Loss: 0.0243 Epoch 45 Batch 939/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9616, Loss: 0.0229 Epoch 45 Batch 940/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0175 Epoch 45 Batch 941/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9599, Loss: 0.0171 Epoch 45 Batch 942/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0254 Epoch 45 Batch 943/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0147 Epoch 45 Batch 944/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0187 Epoch 45 Batch 945/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9613, Loss: 0.0150 Epoch 45 Batch 946/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9613, Loss: 0.0141 Epoch 45 Batch 947/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9613, Loss: 0.0185 Epoch 45 Batch 948/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9609, Loss: 0.0180 Epoch 45 Batch 949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0149 Epoch 45 Batch 950/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9656, Loss: 0.0166 Epoch 45 Batch 951/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9659, Loss: 0.0189 Epoch 45 Batch 952/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9659, Loss: 0.0115 Epoch 45 Batch 953/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9645, Loss: 0.0163 Epoch 45 Batch 954/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9698, Loss: 0.0245 Epoch 45 Batch 955/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9663, Loss: 0.0193 Epoch 45 Batch 956/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9620, Loss: 0.0214 Epoch 45 Batch 957/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9620, Loss: 0.0148 Epoch 45 Batch 958/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0203 Epoch 45 Batch 959/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9588, Loss: 0.0219 Epoch 45 Batch 960/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9545, Loss: 0.0179 Epoch 45 Batch 961/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9545, Loss: 0.0124 Epoch 45 Batch 962/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9588, Loss: 0.0231 Epoch 45 Batch 963/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9680, Loss: 0.0236 Epoch 45 Batch 964/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9631, Loss: 0.0161 Epoch 45 Batch 965/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9588, Loss: 0.0298 Epoch 45 Batch 966/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9588, Loss: 0.0166 Epoch 45 Batch 967/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9588, Loss: 0.0218 Epoch 45 Batch 968/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0269 Epoch 45 Batch 969/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9631, Loss: 0.0250 Epoch 45 Batch 970/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9482, Loss: 0.0188 Epoch 45 Batch 971/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9382, Loss: 0.0255 Epoch 45 Batch 972/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9329, Loss: 0.0227 Epoch 45 Batch 973/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9311, Loss: 0.0147 Epoch 45 Batch 974/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9513, Loss: 0.0183 Epoch 45 Batch 975/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9656, Loss: 0.0174 Epoch 45 Batch 976/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9648, Loss: 0.0142 Epoch 45 Batch 977/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0121 Epoch 45 Batch 978/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0238 Epoch 45 Batch 979/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9510, Loss: 0.0185 Epoch 45 Batch 980/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0194 Epoch 45 Batch 981/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9545, Loss: 0.0223 Epoch 45 Batch 982/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9496, Loss: 0.0216 Epoch 45 Batch 983/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9542, Loss: 0.0186 Epoch 45 Batch 984/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9634, Loss: 0.0291 Epoch 45 Batch 985/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9634, Loss: 0.0122 Epoch 45 Batch 986/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9634, Loss: 0.0176 Epoch 45 Batch 987/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9634, Loss: 0.0267 Epoch 45 Batch 988/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0214 Epoch 45 Batch 989/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0182 Epoch 45 Batch 990/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9474, Loss: 0.0214 Epoch 45 Batch 991/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9474, Loss: 0.0194 Epoch 45 Batch 992/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9407, Loss: 0.0259 Epoch 45 Batch 993/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9407, Loss: 0.0165 Epoch 45 Batch 994/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9403, Loss: 0.0141 Epoch 45 Batch 995/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9400, Loss: 0.0161 Epoch 45 Batch 996/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9400, Loss: 0.0231 Epoch 45 Batch 997/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9403, Loss: 0.0251 Epoch 45 Batch 998/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9396, Loss: 0.0186 Epoch 45 Batch 999/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9482, Loss: 0.0206 Epoch 45 Batch 1000/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0205 Epoch 45 Batch 1001/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9460, Loss: 0.0150 Epoch 45 Batch 1002/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9485, Loss: 0.0135 Epoch 45 Batch 1003/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9535, Loss: 0.0200 Epoch 45 Batch 1004/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9585, Loss: 0.0182 Epoch 45 Batch 1005/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9588, Loss: 0.0172 Epoch 45 Batch 1006/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9588, Loss: 0.0150 Epoch 45 Batch 1007/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9613, Loss: 0.0166 Epoch 45 Batch 1008/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0190 Epoch 45 Batch 1009/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9567, Loss: 0.0130 Epoch 45 Batch 1010/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9602, Loss: 0.0148 Epoch 45 Batch 1011/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9560, Loss: 0.0168 Epoch 45 Batch 1012/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9510, Loss: 0.0195 Epoch 45 Batch 1013/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9531, Loss: 0.0151 Epoch 45 Batch 1014/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0153 Epoch 45 Batch 1015/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9506, Loss: 0.0264 Epoch 45 Batch 1016/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9503, Loss: 0.0159 Epoch 45 Batch 1017/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9549, Loss: 0.0176 Epoch 45 Batch 1018/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9560, Loss: 0.0232 Epoch 45 Batch 1019/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9538, Loss: 0.0297 Epoch 45 Batch 1020/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0185 Epoch 45 Batch 1021/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9535, Loss: 0.0185 Epoch 45 Batch 1022/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9535, Loss: 0.0181 Epoch 45 Batch 1023/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9545, Loss: 0.0216 Epoch 45 Batch 1024/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0263 Epoch 45 Batch 1025/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9588, Loss: 0.0205 Epoch 45 Batch 1026/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9659, Loss: 0.0213 Epoch 45 Batch 1027/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9609, Loss: 0.0159 Epoch 45 Batch 1028/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9513, Loss: 0.0201 Epoch 45 Batch 1029/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9680, Loss: 0.0169 Epoch 45 Batch 1030/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9638, Loss: 0.0138 Epoch 45 Batch 1031/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9688, Loss: 0.0256 Epoch 45 Batch 1032/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9684, Loss: 0.0222 Epoch 45 Batch 1033/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9684, Loss: 0.0197 Epoch 45 Batch 1034/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0164 Epoch 45 Batch 1035/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9631, Loss: 0.0127 Epoch 45 Batch 1036/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9567, Loss: 0.0227 Epoch 45 Batch 1037/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0180 Epoch 45 Batch 1038/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9567, Loss: 0.0253 Epoch 45 Batch 1039/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9609, Loss: 0.0187 Epoch 45 Batch 1040/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0173 Epoch 45 Batch 1041/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9613, Loss: 0.0262 Epoch 45 Batch 1042/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0170 Epoch 45 Batch 1043/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9609, Loss: 0.0281 Epoch 45 Batch 1044/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0200 Epoch 45 Batch 1045/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9545, Loss: 0.0186 Epoch 45 Batch 1046/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9545, Loss: 0.0141 Epoch 45 Batch 1047/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0148 Epoch 45 Batch 1048/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9492, Loss: 0.0221 Epoch 45 Batch 1049/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9556, Loss: 0.0188 Epoch 45 Batch 1050/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9560, Loss: 0.0118 Epoch 45 Batch 1051/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0247 Epoch 45 Batch 1052/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9631, Loss: 0.0148 Epoch 45 Batch 1053/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9680, Loss: 0.0205 Epoch 45 Batch 1054/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9680, Loss: 0.0183 Epoch 45 Batch 1055/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9705, Loss: 0.0238 Epoch 45 Batch 1056/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9709, Loss: 0.0155 Epoch 45 Batch 1057/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9709, Loss: 0.0162 Epoch 45 Batch 1058/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9659, Loss: 0.0187 Epoch 45 Batch 1059/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9659, Loss: 0.0188 Epoch 45 Batch 1060/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9613, Loss: 0.0150 Epoch 45 Batch 1061/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9663, Loss: 0.0277 Epoch 45 Batch 1062/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9659, Loss: 0.0252 Epoch 45 Batch 1063/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9634, Loss: 0.0230 Epoch 45 Batch 1064/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9634, Loss: 0.0172 Epoch 45 Batch 1065/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0180 Epoch 45 Batch 1066/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9606, Loss: 0.0160 Epoch 45 Batch 1067/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0148 Epoch 45 Batch 1068/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0150 Epoch 45 Batch 1069/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9606, Loss: 0.0115 Epoch 45 Batch 1070/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9677, Loss: 0.0170 Epoch 45 Batch 1071/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9723, Loss: 0.0233 Epoch 45 Batch 1072/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0160 Epoch 45 Batch 1073/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9677, Loss: 0.0184 Epoch 45 Batch 1074/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9727, Loss: 0.0235 Epoch 45 Batch 1075/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9677, Loss: 0.0225 Epoch 46 Batch 1/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0145 Epoch 46 Batch 2/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9631, Loss: 0.0193 Epoch 46 Batch 3/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0255 Epoch 46 Batch 4/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0152 Epoch 46 Batch 5/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0266 Epoch 46 Batch 6/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9638, Loss: 0.0145 Epoch 46 Batch 7/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9638, Loss: 0.0199 Epoch 46 Batch 8/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0237 Epoch 46 Batch 9/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0182 Epoch 46 Batch 10/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9634, Loss: 0.0219 Epoch 46 Batch 11/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9634, Loss: 0.0289 Epoch 46 Batch 12/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0152 Epoch 46 Batch 13/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9680, Loss: 0.0270 Epoch 46 Batch 14/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9659, Loss: 0.0165 Epoch 46 Batch 15/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9680, Loss: 0.0143 Epoch 46 Batch 16/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9684, Loss: 0.0209 Epoch 46 Batch 17/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9595, Loss: 0.0198 Epoch 46 Batch 18/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9595, Loss: 0.0139 Epoch 46 Batch 19/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9595, Loss: 0.0185 Epoch 46 Batch 20/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0158 Epoch 46 Batch 21/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9595, Loss: 0.0201 Epoch 46 Batch 22/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0208 Epoch 46 Batch 23/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0133 Epoch 46 Batch 24/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0222 Epoch 46 Batch 25/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9474, Loss: 0.0135 Epoch 46 Batch 26/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0214 Epoch 46 Batch 27/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0123 Epoch 46 Batch 28/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9620, Loss: 0.0165 Epoch 46 Batch 29/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0195 Epoch 46 Batch 30/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0152 Epoch 46 Batch 31/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9684, Loss: 0.0176 Epoch 46 Batch 32/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0140 Epoch 46 Batch 33/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0127 Epoch 46 Batch 34/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0230 Epoch 46 Batch 35/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0203 Epoch 46 Batch 36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9666, Loss: 0.0175 Epoch 46 Batch 37/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9663, Loss: 0.0203 Epoch 46 Batch 38/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9663, Loss: 0.0263 Epoch 46 Batch 39/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9663, Loss: 0.0240 Epoch 46 Batch 40/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9666, Loss: 0.0129 Epoch 46 Batch 41/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0177 Epoch 46 Batch 42/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0254 Epoch 46 Batch 43/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9613, Loss: 0.0103 Epoch 46 Batch 44/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9606, Loss: 0.0131 Epoch 46 Batch 45/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9556, Loss: 0.0185 Epoch 46 Batch 46/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9581, Loss: 0.0252 Epoch 46 Batch 47/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9560, Loss: 0.0206 Epoch 46 Batch 48/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9560, Loss: 0.0243 Epoch 46 Batch 49/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9510, Loss: 0.0275 Epoch 46 Batch 50/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9510, Loss: 0.0184 Epoch 46 Batch 51/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0197 Epoch 46 Batch 52/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9620, Loss: 0.0218 Epoch 46 Batch 53/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0171 Epoch 46 Batch 54/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9620, Loss: 0.0382 Epoch 46 Batch 55/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9570, Loss: 0.0161 Epoch 46 Batch 56/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0142 Epoch 46 Batch 57/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9503, Loss: 0.0219 Epoch 46 Batch 58/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9549, Loss: 0.0172 Epoch 46 Batch 59/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9549, Loss: 0.0235 Epoch 46 Batch 60/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9499, Loss: 0.0110 Epoch 46 Batch 61/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0172 Epoch 46 Batch 62/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9563, Loss: 0.0236 Epoch 46 Batch 63/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9513, Loss: 0.0166 Epoch 46 Batch 64/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9474, Loss: 0.0155 Epoch 46 Batch 65/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9549, Loss: 0.0169 Epoch 46 Batch 66/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9556, Loss: 0.0111 Epoch 46 Batch 67/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9560, Loss: 0.0193 Epoch 46 Batch 68/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0262 Epoch 46 Batch 69/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9560, Loss: 0.0265 Epoch 46 Batch 70/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9698, Loss: 0.0238 Epoch 46 Batch 71/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9656, Loss: 0.0120 Epoch 46 Batch 72/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9705, Loss: 0.0192 Epoch 46 Batch 73/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9705, Loss: 0.0178 Epoch 46 Batch 74/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0184 Epoch 46 Batch 75/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0298 Epoch 46 Batch 76/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0188 Epoch 46 Batch 77/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9563, Loss: 0.0184 Epoch 46 Batch 78/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9545, Loss: 0.0185 Epoch 46 Batch 79/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0151 Epoch 46 Batch 80/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0184 Epoch 46 Batch 81/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9595, Loss: 0.0139 Epoch 46 Batch 82/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9574, Loss: 0.0174 Epoch 46 Batch 83/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9549, Loss: 0.0150 Epoch 46 Batch 84/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0204 Epoch 46 Batch 85/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9659, Loss: 0.0154 Epoch 46 Batch 86/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9585, Loss: 0.0202 Epoch 46 Batch 87/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9620, Loss: 0.0247 Epoch 46 Batch 88/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9624, Loss: 0.0249 Epoch 46 Batch 89/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9620, Loss: 0.0195 Epoch 46 Batch 90/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9570, Loss: 0.0172 Epoch 46 Batch 91/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9574, Loss: 0.0173 Epoch 46 Batch 92/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9560, Loss: 0.0193 Epoch 46 Batch 93/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9567, Loss: 0.0187 Epoch 46 Batch 94/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9581, Loss: 0.0163 Epoch 46 Batch 95/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9570, Loss: 0.0196 Epoch 46 Batch 96/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0202 Epoch 46 Batch 97/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0239 Epoch 46 Batch 98/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9538, Loss: 0.0227 Epoch 46 Batch 99/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9513, Loss: 0.0168 Epoch 46 Batch 100/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0146 Epoch 46 Batch 101/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9563, Loss: 0.0170 Epoch 46 Batch 102/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9524, Loss: 0.0139 Epoch 46 Batch 103/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9574, Loss: 0.0218 Epoch 46 Batch 104/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9599, Loss: 0.0205 Epoch 46 Batch 105/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0152 Epoch 46 Batch 106/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0180 Epoch 46 Batch 107/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9577, Loss: 0.0215 Epoch 46 Batch 108/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9631, Loss: 0.0269 Epoch 46 Batch 109/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9680, Loss: 0.0164 Epoch 46 Batch 110/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9684, Loss: 0.0154 Epoch 46 Batch 111/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9709, Loss: 0.0146 Epoch 46 Batch 112/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9716, Loss: 0.0173 Epoch 46 Batch 113/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9716, Loss: 0.0241 Epoch 46 Batch 114/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9666, Loss: 0.0153 Epoch 46 Batch 115/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9709, Loss: 0.0231 Epoch 46 Batch 116/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9695, Loss: 0.0275 Epoch 46 Batch 117/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9698, Loss: 0.0148 Epoch 46 Batch 118/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0154 Epoch 46 Batch 119/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0115 Epoch 46 Batch 120/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9680, Loss: 0.0237 Epoch 46 Batch 121/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0200 Epoch 46 Batch 122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9691, Loss: 0.0220 Epoch 46 Batch 123/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0138 Epoch 46 Batch 124/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9627, Loss: 0.0204 Epoch 46 Batch 125/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0242 Epoch 46 Batch 126/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9652, Loss: 0.0181 Epoch 46 Batch 127/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9652, Loss: 0.0213 Epoch 46 Batch 128/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9577, Loss: 0.0225 Epoch 46 Batch 129/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9599, Loss: 0.0221 Epoch 46 Batch 130/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0165 Epoch 46 Batch 131/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9709, Loss: 0.0168 Epoch 46 Batch 132/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9673, Loss: 0.0169 Epoch 46 Batch 133/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9624, Loss: 0.0139 Epoch 46 Batch 134/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9545, Loss: 0.0181 Epoch 46 Batch 135/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9549, Loss: 0.0211 Epoch 46 Batch 136/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9581, Loss: 0.0141 Epoch 46 Batch 137/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9577, Loss: 0.0160 Epoch 46 Batch 138/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9648, Loss: 0.0238 Epoch 46 Batch 139/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9698, Loss: 0.0172 Epoch 46 Batch 140/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9648, Loss: 0.0148 Epoch 46 Batch 141/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9691, Loss: 0.0162 Epoch 46 Batch 142/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9648, Loss: 0.0211 Epoch 46 Batch 143/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9691, Loss: 0.0189 Epoch 46 Batch 144/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9638, Loss: 0.0233 Epoch 46 Batch 145/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9638, Loss: 0.0173 Epoch 46 Batch 146/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9656, Loss: 0.0546 Epoch 46 Batch 147/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9656, Loss: 0.0162 Epoch 46 Batch 148/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9688, Loss: 0.0235 Epoch 46 Batch 149/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9688, Loss: 0.0158 Epoch 46 Batch 150/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9691, Loss: 0.0174 Epoch 46 Batch 151/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9581, Loss: 0.0134 Epoch 46 Batch 152/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9627, Loss: 0.0212 Epoch 46 Batch 153/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0275 Epoch 46 Batch 154/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9531, Loss: 0.0157 Epoch 46 Batch 155/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9489, Loss: 0.0184 Epoch 46 Batch 156/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9613, Loss: 0.0159 Epoch 46 Batch 157/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0137 Epoch 46 Batch 158/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0187 Epoch 46 Batch 159/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9567, Loss: 0.0177 Epoch 46 Batch 160/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9677, Loss: 0.0163 Epoch 46 Batch 161/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9723, Loss: 0.0123 Epoch 46 Batch 162/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9624, Loss: 0.0153 Epoch 46 Batch 163/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9577, Loss: 0.0262 Epoch 46 Batch 164/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9627, Loss: 0.0189 Epoch 46 Batch 165/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9627, Loss: 0.0255 Epoch 46 Batch 166/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9670, Loss: 0.0194 Epoch 46 Batch 167/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9680, Loss: 0.0153 Epoch 46 Batch 168/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0229 Epoch 46 Batch 169/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9631, Loss: 0.0169 Epoch 46 Batch 170/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9631, Loss: 0.0198 Epoch 46 Batch 171/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9631, Loss: 0.0159 Epoch 46 Batch 172/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9631, Loss: 0.0162 Epoch 46 Batch 173/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9567, Loss: 0.0215 Epoch 46 Batch 174/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0129 Epoch 46 Batch 175/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9577, Loss: 0.0240 Epoch 46 Batch 176/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0203 Epoch 46 Batch 177/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9677, Loss: 0.0167 Epoch 46 Batch 178/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9602, Loss: 0.0199 Epoch 46 Batch 179/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0179 Epoch 46 Batch 180/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9510, Loss: 0.0136 Epoch 46 Batch 181/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0198 Epoch 46 Batch 182/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9464, Loss: 0.0228 Epoch 46 Batch 183/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9460, Loss: 0.0179 Epoch 46 Batch 184/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0222 Epoch 46 Batch 185/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9545, Loss: 0.0203 Epoch 46 Batch 186/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9545, Loss: 0.0209 Epoch 46 Batch 187/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9524, Loss: 0.0123 Epoch 46 Batch 188/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9457, Loss: 0.0170 Epoch 46 Batch 189/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9503, Loss: 0.0157 Epoch 46 Batch 190/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0148 Epoch 46 Batch 191/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9556, Loss: 0.0137 Epoch 46 Batch 192/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9556, Loss: 0.0147 Epoch 46 Batch 193/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9503, Loss: 0.0151 Epoch 46 Batch 194/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9538, Loss: 0.0114 Epoch 46 Batch 195/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9510, Loss: 0.0167 Epoch 46 Batch 196/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9538, Loss: 0.0124 Epoch 46 Batch 197/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9563, Loss: 0.0179 Epoch 46 Batch 198/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9563, Loss: 0.0212 Epoch 46 Batch 199/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0156 Epoch 46 Batch 200/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9627, Loss: 0.0171 Epoch 46 Batch 201/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9627, Loss: 0.0172 Epoch 46 Batch 202/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9627, Loss: 0.0153 Epoch 46 Batch 203/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9631, Loss: 0.0211 Epoch 46 Batch 204/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9528, Loss: 0.0351 Epoch 46 Batch 205/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9524, Loss: 0.0253 Epoch 46 Batch 206/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0141 Epoch 46 Batch 207/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9599, Loss: 0.0168 Epoch 46 Batch 208/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9609, Loss: 0.0203 Epoch 46 Batch 209/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9609, Loss: 0.0135 Epoch 46 Batch 210/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9656, Loss: 0.0181 Epoch 46 Batch 211/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0155 Epoch 46 Batch 212/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9563, Loss: 0.0155 Epoch 46 Batch 213/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9609, Loss: 0.0134 Epoch 46 Batch 214/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0128 Epoch 46 Batch 215/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9638, Loss: 0.0229 Epoch 46 Batch 216/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9609, Loss: 0.0169 Epoch 46 Batch 217/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0133 Epoch 46 Batch 218/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9592, Loss: 0.0217 Epoch 46 Batch 219/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9680, Loss: 0.0122 Epoch 46 Batch 220/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9705, Loss: 0.0172 Epoch 46 Batch 221/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9663, Loss: 0.0170 Epoch 46 Batch 222/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9620, Loss: 0.0173 Epoch 46 Batch 223/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9659, Loss: 0.0156 Epoch 46 Batch 224/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9659, Loss: 0.0145 Epoch 46 Batch 225/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9609, Loss: 0.0209 Epoch 46 Batch 226/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0172 Epoch 46 Batch 227/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0192 Epoch 46 Batch 228/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0136 Epoch 46 Batch 229/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9524, Loss: 0.0176 Epoch 46 Batch 230/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9521, Loss: 0.0172 Epoch 46 Batch 231/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0211 Epoch 46 Batch 232/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9556, Loss: 0.0127 Epoch 46 Batch 233/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9560, Loss: 0.0221 Epoch 46 Batch 234/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9560, Loss: 0.0205 Epoch 46 Batch 235/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9560, Loss: 0.0217 Epoch 46 Batch 236/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9560, Loss: 0.0150 Epoch 46 Batch 237/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9627, Loss: 0.0163 Epoch 46 Batch 238/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0160 Epoch 46 Batch 239/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9634, Loss: 0.0132 Epoch 46 Batch 240/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0145 Epoch 46 Batch 241/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9631, Loss: 0.0133 Epoch 46 Batch 242/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0144 Epoch 46 Batch 243/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9656, Loss: 0.0243 Epoch 46 Batch 244/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9698, Loss: 0.0206 Epoch 46 Batch 245/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9698, Loss: 0.0138 Epoch 46 Batch 246/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9677, Loss: 0.0202 Epoch 46 Batch 247/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9656, Loss: 0.0196 Epoch 46 Batch 248/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9702, Loss: 0.0183 Epoch 46 Batch 249/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9748, Loss: 0.0127 Epoch 46 Batch 250/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9748, Loss: 0.0193 Epoch 46 Batch 251/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9751, Loss: 0.0240 Epoch 46 Batch 252/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9748, Loss: 0.0224 Epoch 46 Batch 253/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9695, Loss: 0.0213 Epoch 46 Batch 254/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0223 Epoch 46 Batch 255/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 46 Batch 256/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9656, Loss: 0.0332 Epoch 46 Batch 257/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9727, Loss: 0.0183 Epoch 46 Batch 258/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9766, Loss: 0.0197 Epoch 46 Batch 259/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9819, Loss: 0.0176 Epoch 46 Batch 260/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9822, Loss: 0.0146 Epoch 46 Batch 261/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9755, Loss: 0.0208 Epoch 46 Batch 262/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9730, Loss: 0.0171 Epoch 46 Batch 263/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9730, Loss: 0.0131 Epoch 46 Batch 264/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9620, Loss: 0.0160 Epoch 46 Batch 265/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0162 Epoch 46 Batch 266/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9599, Loss: 0.0206 Epoch 46 Batch 267/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9549, Loss: 0.0162 Epoch 46 Batch 268/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9553, Loss: 0.0227 Epoch 46 Batch 269/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0255 Epoch 46 Batch 270/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0246 Epoch 46 Batch 271/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9496, Loss: 0.0191 Epoch 46 Batch 272/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9560, Loss: 0.0428 Epoch 46 Batch 273/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9567, Loss: 0.0159 Epoch 46 Batch 274/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9567, Loss: 0.0204 Epoch 46 Batch 275/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9549, Loss: 0.0170 Epoch 46 Batch 276/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9553, Loss: 0.0266 Epoch 46 Batch 277/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9482, Loss: 0.0149 Epoch 46 Batch 278/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9496, Loss: 0.0235 Epoch 46 Batch 279/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9517, Loss: 0.0254 Epoch 46 Batch 280/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9563, Loss: 0.0235 Epoch 46 Batch 281/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9563, Loss: 0.0193 Epoch 46 Batch 282/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9560, Loss: 0.0222 Epoch 46 Batch 283/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0167 Epoch 46 Batch 284/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0173 Epoch 46 Batch 285/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9592, Loss: 0.0211 Epoch 46 Batch 286/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9567, Loss: 0.0176 Epoch 46 Batch 287/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9567, Loss: 0.0247 Epoch 46 Batch 288/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0279 Epoch 46 Batch 289/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0143 Epoch 46 Batch 290/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0295 Epoch 46 Batch 291/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9570, Loss: 0.0312 Epoch 46 Batch 292/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9489, Loss: 0.0168 Epoch 46 Batch 293/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9467, Loss: 0.0134 Epoch 46 Batch 294/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9521, Loss: 0.0201 Epoch 46 Batch 295/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9521, Loss: 0.0183 Epoch 46 Batch 296/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9624, Loss: 0.0173 Epoch 46 Batch 297/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9624, Loss: 0.0226 Epoch 46 Batch 298/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9673, Loss: 0.0266 Epoch 46 Batch 299/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9673, Loss: 0.0202 Epoch 46 Batch 300/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9716, Loss: 0.0150 Epoch 46 Batch 301/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9624, Loss: 0.0147 Epoch 46 Batch 302/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0183 Epoch 46 Batch 303/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9659, Loss: 0.0231 Epoch 46 Batch 304/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9656, Loss: 0.0202 Epoch 46 Batch 305/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0148 Epoch 46 Batch 306/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9652, Loss: 0.0313 Epoch 46 Batch 307/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9489, Loss: 0.0187 Epoch 46 Batch 308/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9553, Loss: 0.0181 Epoch 46 Batch 309/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9553, Loss: 0.0124 Epoch 46 Batch 310/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9553, Loss: 0.0166 Epoch 46 Batch 311/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0167 Epoch 46 Batch 312/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9513, Loss: 0.0251 Epoch 46 Batch 313/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9513, Loss: 0.0149 Epoch 46 Batch 314/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9513, Loss: 0.0245 Epoch 46 Batch 315/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9513, Loss: 0.0170 Epoch 46 Batch 316/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9485, Loss: 0.0186 Epoch 46 Batch 317/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9545, Loss: 0.0181 Epoch 46 Batch 318/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9549, Loss: 0.0117 Epoch 46 Batch 319/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0192 Epoch 46 Batch 320/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9499, Loss: 0.0275 Epoch 46 Batch 321/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0156 Epoch 46 Batch 322/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0147 Epoch 46 Batch 323/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9616, Loss: 0.0191 Epoch 46 Batch 324/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9574, Loss: 0.0160 Epoch 46 Batch 325/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9574, Loss: 0.0186 Epoch 46 Batch 326/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9513, Loss: 0.0158 Epoch 46 Batch 327/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9474, Loss: 0.0248 Epoch 46 Batch 328/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9521, Loss: 0.0188 Epoch 46 Batch 329/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0173 Epoch 46 Batch 330/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0172 Epoch 46 Batch 331/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0193 Epoch 46 Batch 332/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9517, Loss: 0.0146 Epoch 46 Batch 333/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9517, Loss: 0.0134 Epoch 46 Batch 334/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0154 Epoch 46 Batch 335/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0296 Epoch 46 Batch 336/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0571 Epoch 46 Batch 337/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0223 Epoch 46 Batch 338/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9535, Loss: 0.0282 Epoch 46 Batch 339/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9553, Loss: 0.0117 Epoch 46 Batch 340/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9577, Loss: 0.0183 Epoch 46 Batch 341/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0260 Epoch 46 Batch 342/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9585, Loss: 0.0131 Epoch 46 Batch 343/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9585, Loss: 0.0244 Epoch 46 Batch 344/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9585, Loss: 0.0218 Epoch 46 Batch 345/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9585, Loss: 0.0137 Epoch 46 Batch 346/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9588, Loss: 0.0159 Epoch 46 Batch 347/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0140 Epoch 46 Batch 348/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9418, Loss: 0.0173 Epoch 46 Batch 349/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0205 Epoch 46 Batch 350/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0146 Epoch 46 Batch 351/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9460, Loss: 0.0191 Epoch 46 Batch 352/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9460, Loss: 0.0140 Epoch 46 Batch 353/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0174 Epoch 46 Batch 354/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9421, Loss: 0.0178 Epoch 46 Batch 355/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9403, Loss: 0.0195 Epoch 46 Batch 356/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9411, Loss: 0.0161 Epoch 46 Batch 357/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9482, Loss: 0.0220 Epoch 46 Batch 358/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9478, Loss: 0.0197 Epoch 46 Batch 359/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9478, Loss: 0.0177 Epoch 46 Batch 360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9524, Loss: 0.0181 Epoch 46 Batch 361/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9517, Loss: 0.0146 Epoch 46 Batch 362/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0229 Epoch 46 Batch 363/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9513, Loss: 0.0218 Epoch 46 Batch 364/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0260 Epoch 46 Batch 365/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9513, Loss: 0.0101 Epoch 46 Batch 366/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9510, Loss: 0.0149 Epoch 46 Batch 367/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9510, Loss: 0.0121 Epoch 46 Batch 368/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9474, Loss: 0.0161 Epoch 46 Batch 369/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9464, Loss: 0.0165 Epoch 46 Batch 370/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9510, Loss: 0.0187 Epoch 46 Batch 371/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9439, Loss: 0.0146 Epoch 46 Batch 372/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9482, Loss: 0.0170 Epoch 46 Batch 373/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9506, Loss: 0.0111 Epoch 46 Batch 374/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0277 Epoch 46 Batch 375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9457, Loss: 0.0177 Epoch 46 Batch 376/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9503, Loss: 0.0215 Epoch 46 Batch 377/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9482, Loss: 0.0200 Epoch 46 Batch 378/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0145 Epoch 46 Batch 379/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9531, Loss: 0.0247 Epoch 46 Batch 380/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9435, Loss: 0.0169 Epoch 46 Batch 381/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0209 Epoch 46 Batch 382/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9418, Loss: 0.0242 Epoch 46 Batch 383/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9421, Loss: 0.0188 Epoch 46 Batch 384/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9428, Loss: 0.0160 Epoch 46 Batch 385/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9425, Loss: 0.0136 Epoch 46 Batch 386/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9425, Loss: 0.0148 Epoch 46 Batch 387/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9421, Loss: 0.0170 Epoch 46 Batch 388/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9521, Loss: 0.0284 Epoch 46 Batch 389/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9538, Loss: 0.0178 Epoch 46 Batch 390/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9581, Loss: 0.0249 Epoch 46 Batch 391/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9506, Loss: 0.0183 Epoch 46 Batch 392/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9506, Loss: 0.0256 Epoch 46 Batch 393/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9556, Loss: 0.0165 Epoch 46 Batch 394/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9556, Loss: 0.0212 Epoch 46 Batch 395/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9599, Loss: 0.0170 Epoch 46 Batch 396/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0192 Epoch 46 Batch 397/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9581, Loss: 0.0200 Epoch 46 Batch 398/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9528, Loss: 0.0159 Epoch 46 Batch 399/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9549, Loss: 0.0188 Epoch 46 Batch 400/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9595, Loss: 0.0172 Epoch 46 Batch 401/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9648, Loss: 0.0153 Epoch 46 Batch 402/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9606, Loss: 0.0156 Epoch 46 Batch 403/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9659, Loss: 0.0299 Epoch 46 Batch 404/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9556, Loss: 0.0220 Epoch 46 Batch 405/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9556, Loss: 0.0223 Epoch 46 Batch 406/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9535, Loss: 0.0178 Epoch 46 Batch 407/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9489, Loss: 0.0207 Epoch 46 Batch 408/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9442, Loss: 0.0230 Epoch 46 Batch 409/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9442, Loss: 0.0237 Epoch 46 Batch 410/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9442, Loss: 0.0300 Epoch 46 Batch 411/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9485, Loss: 0.0194 Epoch 46 Batch 412/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9439, Loss: 0.0165 Epoch 46 Batch 413/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9464, Loss: 0.0147 Epoch 46 Batch 414/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9620, Loss: 0.0159 Epoch 46 Batch 415/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0212 Epoch 46 Batch 416/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9627, Loss: 0.0152 Epoch 46 Batch 417/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0280 Epoch 46 Batch 418/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9627, Loss: 0.0198 Epoch 46 Batch 419/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9556, Loss: 0.0198 Epoch 46 Batch 420/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9556, Loss: 0.0119 Epoch 46 Batch 421/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9599, Loss: 0.0280 Epoch 46 Batch 422/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9599, Loss: 0.0171 Epoch 46 Batch 423/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9602, Loss: 0.0218 Epoch 46 Batch 424/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9602, Loss: 0.0166 Epoch 46 Batch 425/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9599, Loss: 0.0126 Epoch 46 Batch 426/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0214 Epoch 46 Batch 427/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9634, Loss: 0.0175 Epoch 46 Batch 428/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9680, Loss: 0.0173 Epoch 46 Batch 429/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9709, Loss: 0.0115 Epoch 46 Batch 430/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9695, Loss: 0.0178 Epoch 46 Batch 431/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9702, Loss: 0.0146 Epoch 46 Batch 432/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9702, Loss: 0.0204 Epoch 46 Batch 433/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9648, Loss: 0.0195 Epoch 46 Batch 434/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0144 Epoch 46 Batch 435/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9585, Loss: 0.0253 Epoch 46 Batch 436/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9545, Loss: 0.0185 Epoch 46 Batch 437/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9442, Loss: 0.0164 Epoch 46 Batch 438/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9496, Loss: 0.0151 Epoch 46 Batch 439/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9492, Loss: 0.0173 Epoch 46 Batch 440/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9446, Loss: 0.0187 Epoch 46 Batch 441/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9446, Loss: 0.0194 Epoch 46 Batch 442/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9450, Loss: 0.0236 Epoch 46 Batch 443/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9467, Loss: 0.0162 Epoch 46 Batch 444/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9471, Loss: 0.0158 Epoch 46 Batch 445/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9567, Loss: 0.0203 Epoch 46 Batch 446/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0127 Epoch 46 Batch 447/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9567, Loss: 0.0148 Epoch 46 Batch 448/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9474, Loss: 0.0210 Epoch 46 Batch 449/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9428, Loss: 0.0238 Epoch 46 Batch 450/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9403, Loss: 0.0226 Epoch 46 Batch 451/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9393, Loss: 0.0158 Epoch 46 Batch 452/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9375, Loss: 0.0145 Epoch 46 Batch 453/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9375, Loss: 0.0230 Epoch 46 Batch 454/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9414, Loss: 0.0322 Epoch 46 Batch 455/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9478, Loss: 0.0215 Epoch 46 Batch 456/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9560, Loss: 0.0249 Epoch 46 Batch 457/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9556, Loss: 0.0129 Epoch 46 Batch 458/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0221 Epoch 46 Batch 459/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9535, Loss: 0.0150 Epoch 46 Batch 460/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9531, Loss: 0.0194 Epoch 46 Batch 461/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9620, Loss: 0.0179 Epoch 46 Batch 462/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9620, Loss: 0.0199 Epoch 46 Batch 463/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9620, Loss: 0.0183 Epoch 46 Batch 464/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0182 Epoch 46 Batch 465/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9624, Loss: 0.0267 Epoch 46 Batch 466/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9592, Loss: 0.0181 Epoch 46 Batch 467/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9595, Loss: 0.0147 Epoch 46 Batch 468/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0144 Epoch 46 Batch 469/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9602, Loss: 0.0120 Epoch 46 Batch 470/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9602, Loss: 0.0222 Epoch 46 Batch 471/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9606, Loss: 0.0124 Epoch 46 Batch 472/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9606, Loss: 0.0198 Epoch 46 Batch 473/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9599, Loss: 0.0152 Epoch 46 Batch 474/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0157 Epoch 46 Batch 475/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9631, Loss: 0.0178 Epoch 46 Batch 476/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9680, Loss: 0.0134 Epoch 46 Batch 477/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0194 Epoch 46 Batch 478/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9616, Loss: 0.0201 Epoch 46 Batch 479/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0250 Epoch 46 Batch 480/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9570, Loss: 0.0150 Epoch 46 Batch 481/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9613, Loss: 0.0193 Epoch 46 Batch 482/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9609, Loss: 0.0205 Epoch 46 Batch 483/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9560, Loss: 0.0223 Epoch 46 Batch 484/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9602, Loss: 0.0197 Epoch 46 Batch 485/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0207 Epoch 46 Batch 486/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9556, Loss: 0.0158 Epoch 46 Batch 487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9513, Loss: 0.0134 Epoch 46 Batch 488/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9521, Loss: 0.0155 Epoch 46 Batch 489/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9474, Loss: 0.0173 Epoch 46 Batch 490/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9474, Loss: 0.0170 Epoch 46 Batch 491/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9524, Loss: 0.0242 Epoch 46 Batch 492/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0201 Epoch 46 Batch 493/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9471, Loss: 0.0121 Epoch 46 Batch 494/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0162 Epoch 46 Batch 495/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0174 Epoch 46 Batch 496/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9609, Loss: 0.0139 Epoch 46 Batch 497/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9560, Loss: 0.0194 Epoch 46 Batch 498/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9581, Loss: 0.0253 Epoch 46 Batch 499/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9581, Loss: 0.0169 Epoch 46 Batch 500/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9673, Loss: 0.0206 Epoch 46 Batch 501/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0136 Epoch 46 Batch 502/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9666, Loss: 0.0212 Epoch 46 Batch 503/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9666, Loss: 0.0145 Epoch 46 Batch 504/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9666, Loss: 0.0152 Epoch 46 Batch 505/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9666, Loss: 0.0120 Epoch 46 Batch 506/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9670, Loss: 0.0233 Epoch 46 Batch 507/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9631, Loss: 0.0214 Epoch 46 Batch 508/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9581, Loss: 0.0145 Epoch 46 Batch 509/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9627, Loss: 0.0243 Epoch 46 Batch 510/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0140 Epoch 46 Batch 511/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9521, Loss: 0.0186 Epoch 46 Batch 512/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9464, Loss: 0.0129 Epoch 46 Batch 513/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0192 Epoch 46 Batch 514/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0175 Epoch 46 Batch 515/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0171 Epoch 46 Batch 516/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0153 Epoch 46 Batch 517/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9542, Loss: 0.0192 Epoch 46 Batch 518/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9535, Loss: 0.0199 Epoch 46 Batch 519/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9542, Loss: 0.0208 Epoch 46 Batch 520/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9496, Loss: 0.0155 Epoch 46 Batch 521/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9513, Loss: 0.0211 Epoch 46 Batch 522/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9567, Loss: 0.0203 Epoch 46 Batch 523/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9592, Loss: 0.0160 Epoch 46 Batch 524/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9588, Loss: 0.0221 Epoch 46 Batch 525/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0190 Epoch 46 Batch 526/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9464, Loss: 0.0152 Epoch 46 Batch 527/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9517, Loss: 0.0195 Epoch 46 Batch 528/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9467, Loss: 0.0178 Epoch 46 Batch 529/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0167 Epoch 46 Batch 530/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9574, Loss: 0.0229 Epoch 46 Batch 531/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9574, Loss: 0.0199 Epoch 46 Batch 532/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9521, Loss: 0.0285 Epoch 46 Batch 533/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9531, Loss: 0.0159 Epoch 46 Batch 534/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9535, Loss: 0.0254 Epoch 46 Batch 535/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0189 Epoch 46 Batch 536/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9563, Loss: 0.0214 Epoch 46 Batch 537/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0141 Epoch 46 Batch 538/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9556, Loss: 0.0178 Epoch 46 Batch 539/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9627, Loss: 0.0225 Epoch 46 Batch 540/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9688, Loss: 0.0151 Epoch 46 Batch 541/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9638, Loss: 0.0178 Epoch 46 Batch 542/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9634, Loss: 0.0203 Epoch 46 Batch 543/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9634, Loss: 0.0165 Epoch 46 Batch 544/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0137 Epoch 46 Batch 545/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9595, Loss: 0.0196 Epoch 46 Batch 546/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9524, Loss: 0.0222 Epoch 46 Batch 547/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0168 Epoch 46 Batch 548/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9482, Loss: 0.0195 Epoch 46 Batch 549/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9609, Loss: 0.0233 Epoch 46 Batch 550/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9563, Loss: 0.0170 Epoch 46 Batch 551/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9464, Loss: 0.0216 Epoch 46 Batch 552/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9446, Loss: 0.0259 Epoch 46 Batch 553/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0267 Epoch 46 Batch 554/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9489, Loss: 0.0179 Epoch 46 Batch 555/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9489, Loss: 0.0150 Epoch 46 Batch 556/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9531, Loss: 0.0119 Epoch 46 Batch 557/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9489, Loss: 0.0169 Epoch 46 Batch 558/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9489, Loss: 0.0159 Epoch 46 Batch 559/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9517, Loss: 0.0189 Epoch 46 Batch 560/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0172 Epoch 46 Batch 561/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9680, Loss: 0.0157 Epoch 46 Batch 562/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9680, Loss: 0.0145 Epoch 46 Batch 563/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9627, Loss: 0.0219 Epoch 46 Batch 564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9627, Loss: 0.0241 Epoch 46 Batch 565/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9627, Loss: 0.0241 Epoch 46 Batch 566/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9627, Loss: 0.0202 Epoch 46 Batch 567/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9677, Loss: 0.0200 Epoch 46 Batch 568/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9677, Loss: 0.0153 Epoch 46 Batch 569/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9656, Loss: 0.0213 Epoch 46 Batch 570/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9652, Loss: 0.0256 Epoch 46 Batch 571/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9652, Loss: 0.0124 Epoch 46 Batch 572/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9560, Loss: 0.0173 Epoch 46 Batch 573/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9510, Loss: 0.0301 Epoch 46 Batch 574/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9613, Loss: 0.0230 Epoch 46 Batch 575/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0165 Epoch 46 Batch 576/1077 - Train Accuracy: 0.9963, Validation Accuracy: 0.9563, Loss: 0.0169 Epoch 46 Batch 577/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9563, Loss: 0.0223 Epoch 46 Batch 578/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9567, Loss: 0.0150 Epoch 46 Batch 579/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0177 Epoch 46 Batch 580/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9613, Loss: 0.0142 Epoch 46 Batch 581/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0113 Epoch 46 Batch 582/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9553, Loss: 0.0139 Epoch 46 Batch 583/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9616, Loss: 0.0209 Epoch 46 Batch 584/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9620, Loss: 0.0207 Epoch 46 Batch 585/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9620, Loss: 0.0137 Epoch 46 Batch 586/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9616, Loss: 0.0146 Epoch 46 Batch 587/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9652, Loss: 0.0211 Epoch 46 Batch 588/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9730, Loss: 0.0170 Epoch 46 Batch 589/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9677, Loss: 0.0177 Epoch 46 Batch 590/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9677, Loss: 0.0196 Epoch 46 Batch 591/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9677, Loss: 0.0171 Epoch 46 Batch 592/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0184 Epoch 46 Batch 593/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9652, Loss: 0.0317 Epoch 46 Batch 594/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9627, Loss: 0.0236 Epoch 46 Batch 595/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9585, Loss: 0.0190 Epoch 46 Batch 596/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0185 Epoch 46 Batch 597/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9585, Loss: 0.0181 Epoch 46 Batch 598/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9585, Loss: 0.0204 Epoch 46 Batch 599/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9585, Loss: 0.0302 Epoch 46 Batch 600/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9609, Loss: 0.0240 Epoch 46 Batch 601/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9727, Loss: 0.0189 Epoch 46 Batch 602/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9723, Loss: 0.0236 Epoch 46 Batch 603/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9723, Loss: 0.0207 Epoch 46 Batch 604/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9723, Loss: 0.0274 Epoch 46 Batch 605/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9773, Loss: 0.0281 Epoch 46 Batch 606/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9730, Loss: 0.0165 Epoch 46 Batch 607/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9723, Loss: 0.0238 Epoch 46 Batch 608/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9698, Loss: 0.0222 Epoch 46 Batch 609/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9716, Loss: 0.0229 Epoch 46 Batch 610/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9727, Loss: 0.0223 Epoch 46 Batch 611/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9727, Loss: 0.0182 Epoch 46 Batch 612/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9680, Loss: 0.0149 Epoch 46 Batch 613/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9680, Loss: 0.0225 Epoch 46 Batch 614/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9727, Loss: 0.0177 Epoch 46 Batch 615/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9723, Loss: 0.0157 Epoch 46 Batch 616/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9723, Loss: 0.0184 Epoch 46 Batch 617/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9673, Loss: 0.0162 Epoch 46 Batch 618/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0214 Epoch 46 Batch 619/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9585, Loss: 0.0131 Epoch 46 Batch 620/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0183 Epoch 46 Batch 621/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0217 Epoch 46 Batch 622/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9592, Loss: 0.0260 Epoch 46 Batch 623/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9585, Loss: 0.0275 Epoch 46 Batch 624/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9585, Loss: 0.0219 Epoch 46 Batch 625/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9542, Loss: 0.0188 Epoch 46 Batch 626/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9517, Loss: 0.0176 Epoch 46 Batch 627/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9471, Loss: 0.0181 Epoch 46 Batch 628/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9492, Loss: 0.0187 Epoch 46 Batch 629/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9513, Loss: 0.0197 Epoch 46 Batch 630/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9513, Loss: 0.0198 Epoch 46 Batch 631/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0215 Epoch 46 Batch 632/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9574, Loss: 0.0141 Epoch 46 Batch 633/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9521, Loss: 0.0176 Epoch 46 Batch 634/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9613, Loss: 0.0163 Epoch 46 Batch 635/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9616, Loss: 0.0220 Epoch 46 Batch 636/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9666, Loss: 0.0180 Epoch 46 Batch 637/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0185 Epoch 46 Batch 638/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9616, Loss: 0.0186 Epoch 46 Batch 639/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0264 Epoch 46 Batch 640/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9663, Loss: 0.0165 Epoch 46 Batch 641/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9638, Loss: 0.0164 Epoch 46 Batch 642/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9670, Loss: 0.0172 Epoch 46 Batch 643/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9670, Loss: 0.0134 Epoch 46 Batch 644/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9638, Loss: 0.0151 Epoch 46 Batch 645/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9641, Loss: 0.0195 Epoch 46 Batch 646/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9691, Loss: 0.0165 Epoch 46 Batch 647/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9691, Loss: 0.0257 Epoch 46 Batch 648/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9691, Loss: 0.0145 Epoch 46 Batch 649/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9645, Loss: 0.0150 Epoch 46 Batch 650/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9645, Loss: 0.0160 Epoch 46 Batch 651/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9595, Loss: 0.0183 Epoch 46 Batch 652/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9592, Loss: 0.0191 Epoch 46 Batch 653/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0238 Epoch 46 Batch 654/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0196 Epoch 46 Batch 655/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9538, Loss: 0.0232 Epoch 46 Batch 656/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9620, Loss: 0.0236 Epoch 46 Batch 657/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9457, Loss: 0.0223 Epoch 46 Batch 658/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9553, Loss: 0.0117 Epoch 46 Batch 659/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9506, Loss: 0.0175 Epoch 46 Batch 660/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9457, Loss: 0.0168 Epoch 46 Batch 661/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9460, Loss: 0.0167 Epoch 46 Batch 662/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9411, Loss: 0.0176 Epoch 46 Batch 663/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9581, Loss: 0.0155 Epoch 46 Batch 664/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0193 Epoch 46 Batch 665/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9535, Loss: 0.0153 Epoch 46 Batch 666/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9535, Loss: 0.0210 Epoch 46 Batch 667/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9489, Loss: 0.0218 Epoch 46 Batch 668/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0160 Epoch 46 Batch 669/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0157 Epoch 46 Batch 670/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0151 Epoch 46 Batch 671/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9517, Loss: 0.0181 Epoch 46 Batch 672/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9563, Loss: 0.0180 Epoch 46 Batch 673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0188 Epoch 46 Batch 674/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9521, Loss: 0.0165 Epoch 46 Batch 675/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9474, Loss: 0.0237 Epoch 46 Batch 676/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9574, Loss: 0.0161 Epoch 46 Batch 677/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9574, Loss: 0.0212 Epoch 46 Batch 678/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9524, Loss: 0.0129 Epoch 46 Batch 679/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9524, Loss: 0.0156 Epoch 46 Batch 680/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0199 Epoch 46 Batch 681/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0171 Epoch 46 Batch 682/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9574, Loss: 0.0153 Epoch 46 Batch 683/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0163 Epoch 46 Batch 684/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0201 Epoch 46 Batch 685/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0260 Epoch 46 Batch 686/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9631, Loss: 0.0168 Epoch 46 Batch 687/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9638, Loss: 0.0163 Epoch 46 Batch 688/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0137 Epoch 46 Batch 689/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9663, Loss: 0.0103 Epoch 46 Batch 690/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9659, Loss: 0.0198 Epoch 46 Batch 691/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9659, Loss: 0.0155 Epoch 46 Batch 692/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9599, Loss: 0.0200 Epoch 46 Batch 693/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9656, Loss: 0.0287 Epoch 46 Batch 694/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9663, Loss: 0.0168 Epoch 46 Batch 695/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0196 Epoch 46 Batch 696/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9641, Loss: 0.0167 Epoch 46 Batch 697/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9673, Loss: 0.0179 Epoch 46 Batch 698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0132 Epoch 46 Batch 699/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9624, Loss: 0.0148 Epoch 46 Batch 700/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9574, Loss: 0.0162 Epoch 46 Batch 701/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0187 Epoch 46 Batch 702/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9616, Loss: 0.0302 Epoch 46 Batch 703/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9616, Loss: 0.0169 Epoch 46 Batch 704/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9670, Loss: 0.0266 Epoch 46 Batch 705/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9773, Loss: 0.0220 Epoch 46 Batch 706/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9773, Loss: 0.0368 Epoch 46 Batch 707/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9776, Loss: 0.0214 Epoch 46 Batch 708/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0144 Epoch 46 Batch 709/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9631, Loss: 0.0192 Epoch 46 Batch 710/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0115 Epoch 46 Batch 711/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9567, Loss: 0.0227 Epoch 46 Batch 712/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9574, Loss: 0.0176 Epoch 46 Batch 713/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9609, Loss: 0.0147 Epoch 46 Batch 714/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9606, Loss: 0.0184 Epoch 46 Batch 715/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9567, Loss: 0.0188 Epoch 46 Batch 716/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9510, Loss: 0.0157 Epoch 46 Batch 717/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0137 Epoch 46 Batch 718/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9556, Loss: 0.0194 Epoch 46 Batch 719/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0186 Epoch 46 Batch 720/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9499, Loss: 0.0190 Epoch 46 Batch 721/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9439, Loss: 0.0158 Epoch 46 Batch 722/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9446, Loss: 0.0181 Epoch 46 Batch 723/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9453, Loss: 0.0238 Epoch 46 Batch 724/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9560, Loss: 0.0205 Epoch 46 Batch 725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9560, Loss: 0.0162 Epoch 46 Batch 726/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 46 Batch 727/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9613, Loss: 0.0174 Epoch 46 Batch 728/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9567, Loss: 0.0226 Epoch 46 Batch 729/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0254 Epoch 46 Batch 730/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0267 Epoch 46 Batch 731/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0173 Epoch 46 Batch 732/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9599, Loss: 0.0182 Epoch 46 Batch 733/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0204 Epoch 46 Batch 734/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9549, Loss: 0.0139 Epoch 46 Batch 735/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9549, Loss: 0.0143 Epoch 46 Batch 736/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9549, Loss: 0.0173 Epoch 46 Batch 737/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9545, Loss: 0.0179 Epoch 46 Batch 738/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9496, Loss: 0.0112 Epoch 46 Batch 739/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9492, Loss: 0.0162 Epoch 46 Batch 740/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9442, Loss: 0.0167 Epoch 46 Batch 741/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9439, Loss: 0.0230 Epoch 46 Batch 742/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9446, Loss: 0.0161 Epoch 46 Batch 743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9521, Loss: 0.0132 Epoch 46 Batch 744/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9474, Loss: 0.0183 Epoch 46 Batch 745/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9450, Loss: 0.0196 Epoch 46 Batch 746/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9560, Loss: 0.0149 Epoch 46 Batch 747/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0151 Epoch 46 Batch 748/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0134 Epoch 46 Batch 749/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9503, Loss: 0.0129 Epoch 46 Batch 750/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9549, Loss: 0.0196 Epoch 46 Batch 751/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9496, Loss: 0.0178 Epoch 46 Batch 752/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9496, Loss: 0.0182 Epoch 46 Batch 753/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0150 Epoch 46 Batch 754/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0199 Epoch 46 Batch 755/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0204 Epoch 46 Batch 756/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9521, Loss: 0.0146 Epoch 46 Batch 757/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9521, Loss: 0.0183 Epoch 46 Batch 758/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9570, Loss: 0.0169 Epoch 46 Batch 759/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9620, Loss: 0.0174 Epoch 46 Batch 760/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9574, Loss: 0.0210 Epoch 46 Batch 761/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9631, Loss: 0.0179 Epoch 46 Batch 762/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0158 Epoch 46 Batch 763/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9581, Loss: 0.0183 Epoch 46 Batch 764/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9588, Loss: 0.0224 Epoch 46 Batch 765/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9585, Loss: 0.0253 Epoch 46 Batch 766/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9585, Loss: 0.0213 Epoch 46 Batch 767/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9680, Loss: 0.0212 Epoch 46 Batch 768/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9705, Loss: 0.0173 Epoch 46 Batch 769/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9730, Loss: 0.0219 Epoch 46 Batch 770/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9730, Loss: 0.0159 Epoch 46 Batch 771/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9581, Loss: 0.0177 Epoch 46 Batch 772/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9528, Loss: 0.0170 Epoch 46 Batch 773/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0150 Epoch 46 Batch 774/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0142 Epoch 46 Batch 775/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0182 Epoch 46 Batch 776/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 46 Batch 777/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9688, Loss: 0.0151 Epoch 46 Batch 778/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9737, Loss: 0.0182 Epoch 46 Batch 779/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9737, Loss: 0.0156 Epoch 46 Batch 780/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9684, Loss: 0.0225 Epoch 46 Batch 781/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9702, Loss: 0.0146 Epoch 46 Batch 782/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9656, Loss: 0.0191 Epoch 46 Batch 783/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9606, Loss: 0.0240 Epoch 46 Batch 784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9585, Loss: 0.0123 Epoch 46 Batch 785/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9634, Loss: 0.0137 Epoch 46 Batch 786/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9634, Loss: 0.0165 Epoch 46 Batch 787/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9627, Loss: 0.0177 Epoch 46 Batch 788/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9570, Loss: 0.0191 Epoch 46 Batch 789/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9570, Loss: 0.0199 Epoch 46 Batch 790/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9567, Loss: 0.0220 Epoch 46 Batch 791/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9574, Loss: 0.0239 Epoch 46 Batch 792/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0179 Epoch 46 Batch 793/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0214 Epoch 46 Batch 794/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0173 Epoch 46 Batch 795/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9553, Loss: 0.0221 Epoch 46 Batch 796/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0187 Epoch 46 Batch 797/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9567, Loss: 0.0202 Epoch 46 Batch 798/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9620, Loss: 0.0161 Epoch 46 Batch 799/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9620, Loss: 0.0274 Epoch 46 Batch 800/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9581, Loss: 0.0137 Epoch 46 Batch 801/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0187 Epoch 46 Batch 802/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9531, Loss: 0.0244 Epoch 46 Batch 803/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9528, Loss: 0.0160 Epoch 46 Batch 804/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9414, Loss: 0.0111 Epoch 46 Batch 805/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9418, Loss: 0.0175 Epoch 46 Batch 806/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9474, Loss: 0.0161 Epoch 46 Batch 807/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9471, Loss: 0.0129 Epoch 46 Batch 808/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9471, Loss: 0.0294 Epoch 46 Batch 809/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9474, Loss: 0.0343 Epoch 46 Batch 810/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9453, Loss: 0.0159 Epoch 46 Batch 811/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9435, Loss: 0.0204 Epoch 46 Batch 812/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9435, Loss: 0.0180 Epoch 46 Batch 813/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9439, Loss: 0.0182 Epoch 46 Batch 814/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9485, Loss: 0.0226 Epoch 46 Batch 815/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9560, Loss: 0.0214 Epoch 46 Batch 816/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9652, Loss: 0.0156 Epoch 46 Batch 817/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9712, Loss: 0.0191 Epoch 46 Batch 818/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9709, Loss: 0.0227 Epoch 46 Batch 819/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9698, Loss: 0.0162 Epoch 46 Batch 820/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9641, Loss: 0.0162 Epoch 46 Batch 821/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9645, Loss: 0.0212 Epoch 46 Batch 822/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9688, Loss: 0.0154 Epoch 46 Batch 823/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9641, Loss: 0.0200 Epoch 46 Batch 824/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9599, Loss: 0.0214 Epoch 46 Batch 825/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9553, Loss: 0.0124 Epoch 46 Batch 826/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0160 Epoch 46 Batch 827/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9638, Loss: 0.0192 Epoch 46 Batch 828/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9609, Loss: 0.0158 Epoch 46 Batch 829/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9560, Loss: 0.0259 Epoch 46 Batch 830/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9581, Loss: 0.0249 Epoch 46 Batch 831/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9606, Loss: 0.0218 Epoch 46 Batch 832/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9634, Loss: 0.0162 Epoch 46 Batch 833/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9627, Loss: 0.0191 Epoch 46 Batch 834/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9627, Loss: 0.0194 Epoch 46 Batch 835/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9716, Loss: 0.0156 Epoch 46 Batch 836/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0151 Epoch 46 Batch 837/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9663, Loss: 0.0250 Epoch 46 Batch 838/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9620, Loss: 0.0197 Epoch 46 Batch 839/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9624, Loss: 0.0140 Epoch 46 Batch 840/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9730, Loss: 0.0192 Epoch 46 Batch 841/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9659, Loss: 0.0272 Epoch 46 Batch 842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9659, Loss: 0.0141 Epoch 46 Batch 843/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9606, Loss: 0.0129 Epoch 46 Batch 844/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9606, Loss: 0.0152 Epoch 46 Batch 845/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0163 Epoch 46 Batch 846/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9634, Loss: 0.0274 Epoch 46 Batch 847/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9702, Loss: 0.0173 Epoch 46 Batch 848/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9727, Loss: 0.0224 Epoch 46 Batch 849/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9780, Loss: 0.0097 Epoch 46 Batch 850/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9759, Loss: 0.0291 Epoch 46 Batch 851/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9751, Loss: 0.0236 Epoch 46 Batch 852/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9716, Loss: 0.0247 Epoch 46 Batch 853/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9663, Loss: 0.0184 Epoch 46 Batch 854/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9663, Loss: 0.0164 Epoch 46 Batch 855/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9659, Loss: 0.0218 Epoch 46 Batch 856/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0192 Epoch 46 Batch 857/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9595, Loss: 0.0154 Epoch 46 Batch 858/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9595, Loss: 0.0121 Epoch 46 Batch 859/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9620, Loss: 0.0183 Epoch 46 Batch 860/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9652, Loss: 0.0183 Epoch 46 Batch 861/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9638, Loss: 0.0150 Epoch 46 Batch 862/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9638, Loss: 0.0188 Epoch 46 Batch 863/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9641, Loss: 0.0164 Epoch 46 Batch 864/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9641, Loss: 0.0214 Epoch 46 Batch 865/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9688, Loss: 0.0190 Epoch 46 Batch 866/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9641, Loss: 0.0204 Epoch 46 Batch 867/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9641, Loss: 0.0582 Epoch 46 Batch 868/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9688, Loss: 0.0189 Epoch 46 Batch 869/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9734, Loss: 0.0170 Epoch 46 Batch 870/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9684, Loss: 0.0156 Epoch 46 Batch 871/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9695, Loss: 0.0162 Epoch 46 Batch 872/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9695, Loss: 0.0201 Epoch 46 Batch 873/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0207 Epoch 46 Batch 874/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9677, Loss: 0.0222 Epoch 46 Batch 875/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9705, Loss: 0.0141 Epoch 46 Batch 876/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9656, Loss: 0.0183 Epoch 46 Batch 877/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9652, Loss: 0.0152 Epoch 46 Batch 878/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9652, Loss: 0.0141 Epoch 46 Batch 879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9652, Loss: 0.0106 Epoch 46 Batch 880/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9656, Loss: 0.0186 Epoch 46 Batch 881/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9656, Loss: 0.0183 Epoch 46 Batch 882/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9606, Loss: 0.0150 Epoch 46 Batch 883/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9606, Loss: 0.0235 Epoch 46 Batch 884/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9606, Loss: 0.0214 Epoch 46 Batch 885/1077 - Train Accuracy: 0.9865, Validation Accuracy: 0.9609, Loss: 0.0129 Epoch 46 Batch 886/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9613, Loss: 0.0220 Epoch 46 Batch 887/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0222 Epoch 46 Batch 888/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9613, Loss: 0.0173 Epoch 46 Batch 889/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9609, Loss: 0.0204 Epoch 46 Batch 890/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9563, Loss: 0.0183 Epoch 46 Batch 891/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9563, Loss: 0.0114 Epoch 46 Batch 892/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0129 Epoch 46 Batch 893/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0150 Epoch 46 Batch 894/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9471, Loss: 0.0166 Epoch 46 Batch 895/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9464, Loss: 0.0157 Epoch 46 Batch 896/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9503, Loss: 0.0177 Epoch 46 Batch 897/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9503, Loss: 0.0155 Epoch 46 Batch 898/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9567, Loss: 0.0186 Epoch 46 Batch 899/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0209 Epoch 46 Batch 900/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0190 Epoch 46 Batch 901/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9616, Loss: 0.0343 Epoch 46 Batch 902/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9666, Loss: 0.0253 Epoch 46 Batch 903/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9620, Loss: 0.0182 Epoch 46 Batch 904/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0177 Epoch 46 Batch 905/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0132 Epoch 46 Batch 906/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9585, Loss: 0.0151 Epoch 46 Batch 907/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9624, Loss: 0.0185 Epoch 46 Batch 908/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9670, Loss: 0.0165 Epoch 46 Batch 909/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9670, Loss: 0.0222 Epoch 46 Batch 910/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9719, Loss: 0.0201 Epoch 46 Batch 911/1077 - Train Accuracy: 0.9705, Validation Accuracy: 0.9719, Loss: 0.0223 Epoch 46 Batch 912/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9769, Loss: 0.0180 Epoch 46 Batch 913/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9773, Loss: 0.0239 Epoch 46 Batch 914/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9773, Loss: 0.0496 Epoch 46 Batch 915/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9773, Loss: 0.0163 Epoch 46 Batch 916/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0183 Epoch 46 Batch 917/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9688, Loss: 0.0221 Epoch 46 Batch 918/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9688, Loss: 0.0165 Epoch 46 Batch 919/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9641, Loss: 0.0166 Epoch 46 Batch 920/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9641, Loss: 0.0144 Epoch 46 Batch 921/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9641, Loss: 0.0177 Epoch 46 Batch 922/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9641, Loss: 0.0201 Epoch 46 Batch 923/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9599, Loss: 0.0154 Epoch 46 Batch 924/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9581, Loss: 0.0252 Epoch 46 Batch 925/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9581, Loss: 0.0135 Epoch 46 Batch 926/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0193 Epoch 46 Batch 927/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9627, Loss: 0.0224 Epoch 46 Batch 928/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0166 Epoch 46 Batch 929/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9613, Loss: 0.0145 Epoch 46 Batch 930/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9588, Loss: 0.0128 Epoch 46 Batch 931/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0166 Epoch 46 Batch 932/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9524, Loss: 0.0175 Epoch 46 Batch 933/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9528, Loss: 0.0170 Epoch 46 Batch 934/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9680, Loss: 0.0154 Epoch 46 Batch 935/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0176 Epoch 46 Batch 936/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9719, Loss: 0.0211 Epoch 46 Batch 937/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9677, Loss: 0.0248 Epoch 46 Batch 938/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9677, Loss: 0.0252 Epoch 46 Batch 939/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9737, Loss: 0.0239 Epoch 46 Batch 940/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9737, Loss: 0.0193 Epoch 46 Batch 941/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9741, Loss: 0.0198 Epoch 46 Batch 942/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9677, Loss: 0.0216 Epoch 46 Batch 943/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9634, Loss: 0.0133 Epoch 46 Batch 944/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9585, Loss: 0.0159 Epoch 46 Batch 945/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9560, Loss: 0.0146 Epoch 46 Batch 946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9560, Loss: 0.0130 Epoch 46 Batch 947/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9585, Loss: 0.0198 Epoch 46 Batch 948/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9613, Loss: 0.0176 Epoch 46 Batch 949/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0178 Epoch 46 Batch 950/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9609, Loss: 0.0160 Epoch 46 Batch 951/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9631, Loss: 0.0185 Epoch 46 Batch 952/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9631, Loss: 0.0101 Epoch 46 Batch 953/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9588, Loss: 0.0185 Epoch 46 Batch 954/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0219 Epoch 46 Batch 955/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9588, Loss: 0.0196 Epoch 46 Batch 956/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9592, Loss: 0.0194 Epoch 46 Batch 957/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9556, Loss: 0.0139 Epoch 46 Batch 958/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9553, Loss: 0.0181 Epoch 46 Batch 959/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9553, Loss: 0.0208 Epoch 46 Batch 960/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9553, Loss: 0.0179 Epoch 46 Batch 961/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9595, Loss: 0.0120 Epoch 46 Batch 962/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0246 Epoch 46 Batch 963/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9595, Loss: 0.0223 Epoch 46 Batch 964/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9595, Loss: 0.0149 Epoch 46 Batch 965/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9581, Loss: 0.0281 Epoch 46 Batch 966/1077 - Train Accuracy: 0.9735, Validation Accuracy: 0.9577, Loss: 0.0180 Epoch 46 Batch 967/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9634, Loss: 0.0187 Epoch 46 Batch 968/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9631, Loss: 0.0223 Epoch 46 Batch 969/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9631, Loss: 0.0254 Epoch 46 Batch 970/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0160 Epoch 46 Batch 971/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9595, Loss: 0.0261 Epoch 46 Batch 972/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9613, Loss: 0.0228 Epoch 46 Batch 973/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9595, Loss: 0.0136 Epoch 46 Batch 974/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9588, Loss: 0.0129 Epoch 46 Batch 975/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9588, Loss: 0.0170 Epoch 46 Batch 976/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9638, Loss: 0.0146 Epoch 46 Batch 977/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9585, Loss: 0.0112 Epoch 46 Batch 978/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9535, Loss: 0.0203 Epoch 46 Batch 979/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9510, Loss: 0.0165 Epoch 46 Batch 980/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9510, Loss: 0.0202 Epoch 46 Batch 981/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9510, Loss: 0.0226 Epoch 46 Batch 982/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9506, Loss: 0.0193 Epoch 46 Batch 983/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9656, Loss: 0.0167 Epoch 46 Batch 984/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9723, Loss: 0.0208 Epoch 46 Batch 985/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9673, Loss: 0.0160 Epoch 46 Batch 986/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0169 Epoch 46 Batch 987/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9574, Loss: 0.0142 Epoch 46 Batch 988/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9627, Loss: 0.0193 Epoch 46 Batch 989/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0191 Epoch 46 Batch 990/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9648, Loss: 0.0176 Epoch 46 Batch 991/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9556, Loss: 0.0169 Epoch 46 Batch 992/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9492, Loss: 0.0226 Epoch 46 Batch 993/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9446, Loss: 0.0154 Epoch 46 Batch 994/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9442, Loss: 0.0152 Epoch 46 Batch 995/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9439, Loss: 0.0171 Epoch 46 Batch 996/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9439, Loss: 0.0180 Epoch 46 Batch 997/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9482, Loss: 0.0203 Epoch 46 Batch 998/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9442, Loss: 0.0180 Epoch 46 Batch 999/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9439, Loss: 0.0235 Epoch 46 Batch 1000/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9439, Loss: 0.0195 Epoch 46 Batch 1001/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9503, Loss: 0.0127 Epoch 46 Batch 1002/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0133 Epoch 46 Batch 1003/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9450, Loss: 0.0207 Epoch 46 Batch 1004/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9453, Loss: 0.0183 Epoch 46 Batch 1005/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0194 Epoch 46 Batch 1006/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9450, Loss: 0.0149 Epoch 46 Batch 1007/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9453, Loss: 0.0116 Epoch 46 Batch 1008/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9453, Loss: 0.0242 Epoch 46 Batch 1009/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9453, Loss: 0.0133 Epoch 46 Batch 1010/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9407, Loss: 0.0155 Epoch 46 Batch 1011/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9513, Loss: 0.0156 Epoch 46 Batch 1012/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9602, Loss: 0.0147 Epoch 46 Batch 1013/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9648, Loss: 0.0136 Epoch 46 Batch 1014/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9648, Loss: 0.0148 Epoch 46 Batch 1015/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9602, Loss: 0.0245 Epoch 46 Batch 1016/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0144 Epoch 46 Batch 1017/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9581, Loss: 0.0155 Epoch 46 Batch 1018/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9549, Loss: 0.0225 Epoch 46 Batch 1019/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9528, Loss: 0.0245 Epoch 46 Batch 1020/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9553, Loss: 0.0147 Epoch 46 Batch 1021/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9453, Loss: 0.0136 Epoch 46 Batch 1022/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9450, Loss: 0.0160 Epoch 46 Batch 1023/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9450, Loss: 0.0197 Epoch 46 Batch 1024/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9499, Loss: 0.0212 Epoch 46 Batch 1025/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9549, Loss: 0.0187 Epoch 46 Batch 1026/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9549, Loss: 0.0193 Epoch 46 Batch 1027/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0136 Epoch 46 Batch 1028/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9549, Loss: 0.0167 Epoch 46 Batch 1029/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9602, Loss: 0.0201 Epoch 46 Batch 1030/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9641, Loss: 0.0131 Epoch 46 Batch 1031/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9641, Loss: 0.0219 Epoch 46 Batch 1032/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9695, Loss: 0.0203 Epoch 46 Batch 1033/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9695, Loss: 0.0203 Epoch 46 Batch 1034/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9691, Loss: 0.0149 Epoch 46 Batch 1035/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9641, Loss: 0.0126 Epoch 46 Batch 1036/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9641, Loss: 0.0213 Epoch 46 Batch 1037/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9645, Loss: 0.0171 Epoch 46 Batch 1038/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9645, Loss: 0.0202 Epoch 46 Batch 1039/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9645, Loss: 0.0175 Epoch 46 Batch 1040/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9645, Loss: 0.0189 Epoch 46 Batch 1041/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9531, Loss: 0.0277 Epoch 46 Batch 1042/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9549, Loss: 0.0152 Epoch 46 Batch 1043/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9595, Loss: 0.0267 Epoch 46 Batch 1044/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0169 Epoch 46 Batch 1045/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9723, Loss: 0.0183 Epoch 46 Batch 1046/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9680, Loss: 0.0130 Epoch 46 Batch 1047/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9680, Loss: 0.0153 Epoch 46 Batch 1048/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9680, Loss: 0.0266 Epoch 46 Batch 1049/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0193 Epoch 46 Batch 1050/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0106 Epoch 46 Batch 1051/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9535, Loss: 0.0296 Epoch 46 Batch 1052/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9631, Loss: 0.0152 Epoch 46 Batch 1053/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0215 Epoch 46 Batch 1054/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9631, Loss: 0.0199 Epoch 46 Batch 1055/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9684, Loss: 0.0212 Epoch 46 Batch 1056/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9723, Loss: 0.0153 Epoch 46 Batch 1057/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9648, Loss: 0.0173 Epoch 46 Batch 1058/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9677, Loss: 0.0209 Epoch 46 Batch 1059/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9688, Loss: 0.0194 Epoch 46 Batch 1060/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9688, Loss: 0.0130 Epoch 46 Batch 1061/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9656, Loss: 0.0246 Epoch 46 Batch 1062/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9553, Loss: 0.0260 Epoch 46 Batch 1063/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9542, Loss: 0.0203 Epoch 46 Batch 1064/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9538, Loss: 0.0197 Epoch 46 Batch 1065/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0202 Epoch 46 Batch 1066/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0152 Epoch 46 Batch 1067/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9492, Loss: 0.0153 Epoch 46 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9492, Loss: 0.0126 Epoch 46 Batch 1069/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9542, Loss: 0.0151 Epoch 46 Batch 1070/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0163 Epoch 46 Batch 1071/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9538, Loss: 0.0209 Epoch 46 Batch 1072/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9538, Loss: 0.0192 Epoch 46 Batch 1073/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9535, Loss: 0.0216 Epoch 46 Batch 1074/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9538, Loss: 0.0242 Epoch 46 Batch 1075/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0227 Epoch 47 Batch 1/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0183 Epoch 47 Batch 2/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9517, Loss: 0.0208 Epoch 47 Batch 3/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0260 Epoch 47 Batch 4/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9528, Loss: 0.0179 Epoch 47 Batch 5/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0271 Epoch 47 Batch 6/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9577, Loss: 0.0152 Epoch 47 Batch 7/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0186 Epoch 47 Batch 8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9606, Loss: 0.0192 Epoch 47 Batch 9/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0190 Epoch 47 Batch 10/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9648, Loss: 0.0198 Epoch 47 Batch 11/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9645, Loss: 0.0301 Epoch 47 Batch 12/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9620, Loss: 0.0189 Epoch 47 Batch 13/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9666, Loss: 0.0277 Epoch 47 Batch 14/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9709, Loss: 0.0162 Epoch 47 Batch 15/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9670, Loss: 0.0148 Epoch 47 Batch 16/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9670, Loss: 0.0195 Epoch 47 Batch 17/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9663, Loss: 0.0174 Epoch 47 Batch 18/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9663, Loss: 0.0131 Epoch 47 Batch 19/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9698, Loss: 0.0175 Epoch 47 Batch 20/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9698, Loss: 0.0149 Epoch 47 Batch 21/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9705, Loss: 0.0207 Epoch 47 Batch 22/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9616, Loss: 0.0198 Epoch 47 Batch 23/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9521, Loss: 0.0131 Epoch 47 Batch 24/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9496, Loss: 0.0217 Epoch 47 Batch 25/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9457, Loss: 0.0133 Epoch 47 Batch 26/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9499, Loss: 0.0226 Epoch 47 Batch 27/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9542, Loss: 0.0163 Epoch 47 Batch 28/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9542, Loss: 0.0199 Epoch 47 Batch 29/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9556, Loss: 0.0185 Epoch 47 Batch 30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9602, Loss: 0.0163 Epoch 47 Batch 31/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9659, Loss: 0.0178 Epoch 47 Batch 32/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9652, Loss: 0.0146 Epoch 47 Batch 33/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9691, Loss: 0.0116 Epoch 47 Batch 34/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9769, Loss: 0.0216 Epoch 47 Batch 35/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9691, Loss: 0.0211 Epoch 47 Batch 36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0179 Epoch 47 Batch 37/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9695, Loss: 0.0215 Epoch 47 Batch 38/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9695, Loss: 0.0224 Epoch 47 Batch 39/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9695, Loss: 0.0219 Epoch 47 Batch 40/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9656, Loss: 0.0172 Epoch 47 Batch 41/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0155 Epoch 47 Batch 42/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0239 Epoch 47 Batch 43/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9634, Loss: 0.0096 Epoch 47 Batch 44/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9638, Loss: 0.0115 Epoch 47 Batch 45/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9638, Loss: 0.0199 Epoch 47 Batch 46/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9567, Loss: 0.0243 Epoch 47 Batch 47/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9567, Loss: 0.0157 Epoch 47 Batch 48/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0207 Epoch 47 Batch 49/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0291 Epoch 47 Batch 50/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9549, Loss: 0.0165 Epoch 47 Batch 51/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0178 Epoch 47 Batch 52/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9592, Loss: 0.0211 Epoch 47 Batch 53/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9581, Loss: 0.0170 Epoch 47 Batch 54/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9585, Loss: 0.0339 Epoch 47 Batch 55/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9585, Loss: 0.0157 Epoch 47 Batch 56/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9531, Loss: 0.0130 Epoch 47 Batch 57/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9460, Loss: 0.0219 Epoch 47 Batch 58/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9506, Loss: 0.0169 Epoch 47 Batch 59/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9528, Loss: 0.0206 Epoch 47 Batch 60/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9542, Loss: 0.0128 Epoch 47 Batch 61/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9542, Loss: 0.0174 Epoch 47 Batch 62/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9542, Loss: 0.0214 Epoch 47 Batch 63/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9545, Loss: 0.0178 Epoch 47 Batch 64/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0181 Epoch 47 Batch 65/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9549, Loss: 0.0156 Epoch 47 Batch 66/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0106 Epoch 47 Batch 67/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9549, Loss: 0.0164 Epoch 47 Batch 68/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0242 Epoch 47 Batch 69/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9574, Loss: 0.0249 Epoch 47 Batch 70/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9574, Loss: 0.0250 Epoch 47 Batch 71/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9663, Loss: 0.0126 Epoch 47 Batch 72/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9656, Loss: 0.0185 Epoch 47 Batch 73/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9602, Loss: 0.0139 Epoch 47 Batch 74/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9560, Loss: 0.0188 Epoch 47 Batch 75/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0277 Epoch 47 Batch 76/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0120 Epoch 47 Batch 77/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0191 Epoch 47 Batch 78/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9563, Loss: 0.0198 Epoch 47 Batch 79/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9513, Loss: 0.0151 Epoch 47 Batch 80/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0151 Epoch 47 Batch 81/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9560, Loss: 0.0134 Epoch 47 Batch 82/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0146 Epoch 47 Batch 83/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9652, Loss: 0.0138 Epoch 47 Batch 84/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9695, Loss: 0.0207 Epoch 47 Batch 85/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9609, Loss: 0.0162 Epoch 47 Batch 86/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0181 Epoch 47 Batch 87/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9631, Loss: 0.0258 Epoch 47 Batch 88/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9631, Loss: 0.0212 Epoch 47 Batch 89/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9631, Loss: 0.0189 Epoch 47 Batch 90/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9567, Loss: 0.0165 Epoch 47 Batch 91/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9563, Loss: 0.0195 Epoch 47 Batch 92/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9517, Loss: 0.0175 Epoch 47 Batch 93/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9524, Loss: 0.0149 Epoch 47 Batch 94/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0137 Epoch 47 Batch 95/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9531, Loss: 0.0159 Epoch 47 Batch 96/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0175 Epoch 47 Batch 97/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9489, Loss: 0.0211 Epoch 47 Batch 98/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9528, Loss: 0.0214 Epoch 47 Batch 99/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9528, Loss: 0.0164 Epoch 47 Batch 100/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9528, Loss: 0.0161 Epoch 47 Batch 101/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9528, Loss: 0.0170 Epoch 47 Batch 102/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9616, Loss: 0.0122 Epoch 47 Batch 103/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9616, Loss: 0.0246 Epoch 47 Batch 104/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9616, Loss: 0.0225 Epoch 47 Batch 105/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9613, Loss: 0.0131 Epoch 47 Batch 106/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9613, Loss: 0.0162 Epoch 47 Batch 107/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9616, Loss: 0.0207 Epoch 47 Batch 108/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9616, Loss: 0.0236 Epoch 47 Batch 109/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9616, Loss: 0.0161 Epoch 47 Batch 110/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9641, Loss: 0.0127 Epoch 47 Batch 111/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9641, Loss: 0.0169 Epoch 47 Batch 112/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0148 Epoch 47 Batch 113/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9684, Loss: 0.0327 Epoch 47 Batch 114/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9727, Loss: 0.0149 Epoch 47 Batch 115/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0189 Epoch 47 Batch 116/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9702, Loss: 0.0265 Epoch 47 Batch 117/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9652, Loss: 0.0168 Epoch 47 Batch 118/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9556, Loss: 0.0163 Epoch 47 Batch 119/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9698, Loss: 0.0115 Epoch 47 Batch 120/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9702, Loss: 0.0196 Epoch 47 Batch 121/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9709, Loss: 0.0215 Epoch 47 Batch 122/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9734, Loss: 0.0168 Epoch 47 Batch 123/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9734, Loss: 0.0141 Epoch 47 Batch 124/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9712, Loss: 0.0220 Epoch 47 Batch 125/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9705, Loss: 0.0267 Epoch 47 Batch 126/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9641, Loss: 0.0187 Epoch 47 Batch 127/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9641, Loss: 0.0176 Epoch 47 Batch 128/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9641, Loss: 0.0189 Epoch 47 Batch 129/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9595, Loss: 0.0208 Epoch 47 Batch 130/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0154 Epoch 47 Batch 131/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9592, Loss: 0.0157 Epoch 47 Batch 132/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9592, Loss: 0.0163 Epoch 47 Batch 133/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9592, Loss: 0.0144 Epoch 47 Batch 134/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9609, Loss: 0.0177 Epoch 47 Batch 135/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9585, Loss: 0.0190 Epoch 47 Batch 136/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9585, Loss: 0.0156 Epoch 47 Batch 137/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9592, Loss: 0.0196 Epoch 47 Batch 138/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9567, Loss: 0.0197 Epoch 47 Batch 139/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9652, Loss: 0.0177 Epoch 47 Batch 140/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9620, Loss: 0.0154 Epoch 47 Batch 141/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9620, Loss: 0.0156 Epoch 47 Batch 142/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9620, Loss: 0.0171 Epoch 47 Batch 143/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9595, Loss: 0.0165 Epoch 47 Batch 144/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9492, Loss: 0.0225 Epoch 47 Batch 145/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9513, Loss: 0.0143 Epoch 47 Batch 146/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9545, Loss: 0.0541 Epoch 47 Batch 147/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9503, Loss: 0.0152 Epoch 47 Batch 148/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9503, Loss: 0.0243 Epoch 47 Batch 149/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0136 Epoch 47 Batch 150/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9631, Loss: 0.0184 Epoch 47 Batch 151/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9581, Loss: 0.0153 Epoch 47 Batch 152/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9556, Loss: 0.0196 Epoch 47 Batch 153/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9560, Loss: 0.0291 Epoch 47 Batch 154/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9556, Loss: 0.0165 Epoch 47 Batch 155/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9585, Loss: 0.0168 Epoch 47 Batch 156/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0123 Epoch 47 Batch 157/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9556, Loss: 0.0137 Epoch 47 Batch 158/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9602, Loss: 0.0176 Epoch 47 Batch 159/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9560, Loss: 0.0167 Epoch 47 Batch 160/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9560, Loss: 0.0179 Epoch 47 Batch 161/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9510, Loss: 0.0118 Epoch 47 Batch 162/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9577, Loss: 0.0160 Epoch 47 Batch 163/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9570, Loss: 0.0251 Epoch 47 Batch 164/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0162 Epoch 47 Batch 165/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9624, Loss: 0.0276 Epoch 47 Batch 166/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9688, Loss: 0.0172 Epoch 47 Batch 167/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0160 Epoch 47 Batch 168/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9641, Loss: 0.0254 Epoch 47 Batch 169/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9648, Loss: 0.0169 Epoch 47 Batch 170/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9705, Loss: 0.0214 Epoch 47 Batch 171/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9656, Loss: 0.0176 Epoch 47 Batch 172/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9648, Loss: 0.0149 Epoch 47 Batch 173/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9709, Loss: 0.0229 Epoch 47 Batch 174/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0124 Epoch 47 Batch 175/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9680, Loss: 0.0242 Epoch 47 Batch 176/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9556, Loss: 0.0204 Epoch 47 Batch 177/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9545, Loss: 0.0178 Epoch 47 Batch 178/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9545, Loss: 0.0183 Epoch 47 Batch 179/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9638, Loss: 0.0252 Epoch 47 Batch 180/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9574, Loss: 0.0159 Epoch 47 Batch 181/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9602, Loss: 0.0217 Epoch 47 Batch 182/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9634, Loss: 0.0188 Epoch 47 Batch 183/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0196 Epoch 47 Batch 184/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9627, Loss: 0.0227 Epoch 47 Batch 185/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9627, Loss: 0.0199 Epoch 47 Batch 186/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9545, Loss: 0.0210 Epoch 47 Batch 187/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9545, Loss: 0.0132 Epoch 47 Batch 188/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0185 Epoch 47 Batch 189/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9489, Loss: 0.0193 Epoch 47 Batch 190/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9471, Loss: 0.0153 Epoch 47 Batch 191/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9421, Loss: 0.0139 Epoch 47 Batch 192/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9428, Loss: 0.0179 Epoch 47 Batch 193/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9460, Loss: 0.0164 Epoch 47 Batch 194/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9510, Loss: 0.0121 Epoch 47 Batch 195/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9513, Loss: 0.0215 Epoch 47 Batch 196/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9492, Loss: 0.0133 Epoch 47 Batch 197/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0197 Epoch 47 Batch 198/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9542, Loss: 0.0203 Epoch 47 Batch 199/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0140 Epoch 47 Batch 200/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9585, Loss: 0.0151 Epoch 47 Batch 201/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9531, Loss: 0.0168 Epoch 47 Batch 202/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9467, Loss: 0.0134 Epoch 47 Batch 203/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9471, Loss: 0.0209 Epoch 47 Batch 204/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9510, Loss: 0.0340 Epoch 47 Batch 205/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9599, Loss: 0.0256 Epoch 47 Batch 206/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9577, Loss: 0.0130 Epoch 47 Batch 207/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9524, Loss: 0.0159 Epoch 47 Batch 208/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0184 Epoch 47 Batch 209/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9513, Loss: 0.0153 Epoch 47 Batch 210/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9602, Loss: 0.0171 Epoch 47 Batch 211/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9574, Loss: 0.0151 Epoch 47 Batch 212/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9570, Loss: 0.0149 Epoch 47 Batch 213/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9570, Loss: 0.0140 Epoch 47 Batch 214/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9570, Loss: 0.0137 Epoch 47 Batch 215/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0195 Epoch 47 Batch 216/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0141 Epoch 47 Batch 217/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0140 Epoch 47 Batch 218/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9563, Loss: 0.0201 Epoch 47 Batch 219/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0134 Epoch 47 Batch 220/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9616, Loss: 0.0172 Epoch 47 Batch 221/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0173 Epoch 47 Batch 222/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9599, Loss: 0.0153 Epoch 47 Batch 223/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9560, Loss: 0.0154 Epoch 47 Batch 224/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9609, Loss: 0.0147 Epoch 47 Batch 225/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0223 Epoch 47 Batch 226/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9492, Loss: 0.0170 Epoch 47 Batch 227/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9535, Loss: 0.0199 Epoch 47 Batch 228/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0142 Epoch 47 Batch 229/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9474, Loss: 0.0172 Epoch 47 Batch 230/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0153 Epoch 47 Batch 231/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0206 Epoch 47 Batch 232/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9545, Loss: 0.0166 Epoch 47 Batch 233/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0227 Epoch 47 Batch 234/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9656, Loss: 0.0151 Epoch 47 Batch 235/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9656, Loss: 0.0213 Epoch 47 Batch 236/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9631, Loss: 0.0194 Epoch 47 Batch 237/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0147 Epoch 47 Batch 238/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0162 Epoch 47 Batch 239/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9634, Loss: 0.0119 Epoch 47 Batch 240/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9634, Loss: 0.0139 Epoch 47 Batch 241/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9592, Loss: 0.0125 Epoch 47 Batch 242/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0146 Epoch 47 Batch 243/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9613, Loss: 0.0228 Epoch 47 Batch 244/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0188 Epoch 47 Batch 245/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9638, Loss: 0.0154 Epoch 47 Batch 246/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9634, Loss: 0.0177 Epoch 47 Batch 247/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9592, Loss: 0.0184 Epoch 47 Batch 248/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0188 Epoch 47 Batch 249/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9563, Loss: 0.0155 Epoch 47 Batch 250/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9560, Loss: 0.0233 Epoch 47 Batch 251/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0233 Epoch 47 Batch 252/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0204 Epoch 47 Batch 253/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9656, Loss: 0.0188 Epoch 47 Batch 254/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9794, Loss: 0.0212 Epoch 47 Batch 255/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9748, Loss: 0.0173 Epoch 47 Batch 256/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9773, Loss: 0.0364 Epoch 47 Batch 257/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9730, Loss: 0.0143 Epoch 47 Batch 258/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9631, Loss: 0.0166 Epoch 47 Batch 259/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9684, Loss: 0.0199 Epoch 47 Batch 260/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0129 Epoch 47 Batch 261/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9727, Loss: 0.0170 Epoch 47 Batch 262/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9680, Loss: 0.0189 Epoch 47 Batch 263/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9656, Loss: 0.0149 Epoch 47 Batch 264/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9638, Loss: 0.0186 Epoch 47 Batch 265/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0186 Epoch 47 Batch 266/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9663, Loss: 0.0167 Epoch 47 Batch 267/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9663, Loss: 0.0139 Epoch 47 Batch 268/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9620, Loss: 0.0219 Epoch 47 Batch 269/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9624, Loss: 0.0284 Epoch 47 Batch 270/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9560, Loss: 0.0245 Epoch 47 Batch 271/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9556, Loss: 0.0170 Epoch 47 Batch 272/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9489, Loss: 0.0412 Epoch 47 Batch 273/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9503, Loss: 0.0152 Epoch 47 Batch 274/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9524, Loss: 0.0196 Epoch 47 Batch 275/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9482, Loss: 0.0157 Epoch 47 Batch 276/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9482, Loss: 0.0344 Epoch 47 Batch 277/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9474, Loss: 0.0135 Epoch 47 Batch 278/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9528, Loss: 0.0232 Epoch 47 Batch 279/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0241 Epoch 47 Batch 280/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9585, Loss: 0.0196 Epoch 47 Batch 281/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9585, Loss: 0.0149 Epoch 47 Batch 282/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0233 Epoch 47 Batch 283/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9517, Loss: 0.0203 Epoch 47 Batch 284/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9517, Loss: 0.0204 Epoch 47 Batch 285/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0209 Epoch 47 Batch 286/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 47 Batch 287/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0238 Epoch 47 Batch 288/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9624, Loss: 0.0254 Epoch 47 Batch 289/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9624, Loss: 0.0179 Epoch 47 Batch 290/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9577, Loss: 0.0278 Epoch 47 Batch 291/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9535, Loss: 0.0277 Epoch 47 Batch 292/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9595, Loss: 0.0127 Epoch 47 Batch 293/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9595, Loss: 0.0129 Epoch 47 Batch 294/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9542, Loss: 0.0182 Epoch 47 Batch 295/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9563, Loss: 0.0178 Epoch 47 Batch 296/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9521, Loss: 0.0195 Epoch 47 Batch 297/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9585, Loss: 0.0217 Epoch 47 Batch 298/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9521, Loss: 0.0243 Epoch 47 Batch 299/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0180 Epoch 47 Batch 300/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9638, Loss: 0.0149 Epoch 47 Batch 301/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9585, Loss: 0.0194 Epoch 47 Batch 302/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0201 Epoch 47 Batch 303/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9606, Loss: 0.0210 Epoch 47 Batch 304/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9538, Loss: 0.0226 Epoch 47 Batch 305/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9588, Loss: 0.0183 Epoch 47 Batch 306/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0249 Epoch 47 Batch 307/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9474, Loss: 0.0218 Epoch 47 Batch 308/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9524, Loss: 0.0211 Epoch 47 Batch 309/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9393, Loss: 0.0162 Epoch 47 Batch 310/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9439, Loss: 0.0177 Epoch 47 Batch 311/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9439, Loss: 0.0157 Epoch 47 Batch 312/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0209 Epoch 47 Batch 313/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0140 Epoch 47 Batch 314/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9439, Loss: 0.0257 Epoch 47 Batch 315/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9535, Loss: 0.0148 Epoch 47 Batch 316/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9450, Loss: 0.0196 Epoch 47 Batch 317/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9400, Loss: 0.0162 Epoch 47 Batch 318/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9403, Loss: 0.0117 Epoch 47 Batch 319/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9446, Loss: 0.0182 Epoch 47 Batch 320/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9446, Loss: 0.0292 Epoch 47 Batch 321/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9560, Loss: 0.0152 Epoch 47 Batch 322/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0156 Epoch 47 Batch 323/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0212 Epoch 47 Batch 324/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9521, Loss: 0.0188 Epoch 47 Batch 325/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9496, Loss: 0.0179 Epoch 47 Batch 326/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9517, Loss: 0.0162 Epoch 47 Batch 327/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9474, Loss: 0.0237 Epoch 47 Batch 328/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9471, Loss: 0.0188 Epoch 47 Batch 329/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9478, Loss: 0.0194 Epoch 47 Batch 330/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9549, Loss: 0.0165 Epoch 47 Batch 331/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9549, Loss: 0.0169 Epoch 47 Batch 332/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9549, Loss: 0.0135 Epoch 47 Batch 333/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9549, Loss: 0.0165 Epoch 47 Batch 334/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9553, Loss: 0.0166 Epoch 47 Batch 335/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9574, Loss: 0.0191 Epoch 47 Batch 336/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9595, Loss: 0.0508 Epoch 47 Batch 337/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9521, Loss: 0.0166 Epoch 47 Batch 338/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9521, Loss: 0.0235 Epoch 47 Batch 339/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9474, Loss: 0.0104 Epoch 47 Batch 340/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9560, Loss: 0.0183 Epoch 47 Batch 341/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9609, Loss: 0.0258 Epoch 47 Batch 342/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9585, Loss: 0.0131 Epoch 47 Batch 343/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0236 Epoch 47 Batch 344/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0205 Epoch 47 Batch 345/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9563, Loss: 0.0146 Epoch 47 Batch 346/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0167 Epoch 47 Batch 347/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9545, Loss: 0.0124 Epoch 47 Batch 348/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9478, Loss: 0.0137 Epoch 47 Batch 349/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9432, Loss: 0.0150 Epoch 47 Batch 350/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9485, Loss: 0.0157 Epoch 47 Batch 351/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0196 Epoch 47 Batch 352/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9485, Loss: 0.0139 Epoch 47 Batch 353/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9439, Loss: 0.0207 Epoch 47 Batch 354/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9492, Loss: 0.0199 Epoch 47 Batch 355/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9489, Loss: 0.0171 Epoch 47 Batch 356/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9489, Loss: 0.0170 Epoch 47 Batch 357/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9482, Loss: 0.0168 Epoch 47 Batch 358/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9513, Loss: 0.0195 Epoch 47 Batch 359/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9521, Loss: 0.0187 Epoch 47 Batch 360/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0162 Epoch 47 Batch 361/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9528, Loss: 0.0132 Epoch 47 Batch 362/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9528, Loss: 0.0195 Epoch 47 Batch 363/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9528, Loss: 0.0213 Epoch 47 Batch 364/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9528, Loss: 0.0256 Epoch 47 Batch 365/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9524, Loss: 0.0117 Epoch 47 Batch 366/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9524, Loss: 0.0124 Epoch 47 Batch 367/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0120 Epoch 47 Batch 368/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9524, Loss: 0.0161 Epoch 47 Batch 369/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0185 Epoch 47 Batch 370/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9521, Loss: 0.0186 Epoch 47 Batch 371/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9496, Loss: 0.0121 Epoch 47 Batch 372/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9496, Loss: 0.0140 Epoch 47 Batch 373/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9517, Loss: 0.0123 Epoch 47 Batch 374/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9517, Loss: 0.0213 Epoch 47 Batch 375/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9517, Loss: 0.0160 Epoch 47 Batch 376/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9570, Loss: 0.0229 Epoch 47 Batch 377/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0214 Epoch 47 Batch 378/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9506, Loss: 0.0119 Epoch 47 Batch 379/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0251 Epoch 47 Batch 380/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9503, Loss: 0.0134 Epoch 47 Batch 381/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9503, Loss: 0.0197 Epoch 47 Batch 382/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9503, Loss: 0.0254 Epoch 47 Batch 383/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9503, Loss: 0.0176 Epoch 47 Batch 384/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9553, Loss: 0.0118 Epoch 47 Batch 385/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9553, Loss: 0.0144 Epoch 47 Batch 386/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9616, Loss: 0.0138 Epoch 47 Batch 387/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0159 Epoch 47 Batch 388/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9581, Loss: 0.0278 Epoch 47 Batch 389/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0206 Epoch 47 Batch 390/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9627, Loss: 0.0326 Epoch 47 Batch 391/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0149 Epoch 47 Batch 392/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9627, Loss: 0.0268 Epoch 47 Batch 393/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9627, Loss: 0.0150 Epoch 47 Batch 394/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0154 Epoch 47 Batch 395/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9624, Loss: 0.0146 Epoch 47 Batch 396/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9666, Loss: 0.0211 Epoch 47 Batch 397/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9602, Loss: 0.0196 Epoch 47 Batch 398/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9549, Loss: 0.0181 Epoch 47 Batch 399/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9496, Loss: 0.0216 Epoch 47 Batch 400/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9496, Loss: 0.0168 Epoch 47 Batch 401/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9599, Loss: 0.0148 Epoch 47 Batch 402/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9606, Loss: 0.0130 Epoch 47 Batch 403/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9606, Loss: 0.0291 Epoch 47 Batch 404/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9556, Loss: 0.0187 Epoch 47 Batch 405/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9506, Loss: 0.0213 Epoch 47 Batch 406/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9506, Loss: 0.0137 Epoch 47 Batch 407/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0227 Epoch 47 Batch 408/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0224 Epoch 47 Batch 409/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9464, Loss: 0.0193 Epoch 47 Batch 410/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9513, Loss: 0.0300 Epoch 47 Batch 411/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9513, Loss: 0.0205 Epoch 47 Batch 412/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0161 Epoch 47 Batch 413/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0140 Epoch 47 Batch 414/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9453, Loss: 0.0162 Epoch 47 Batch 415/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9496, Loss: 0.0203 Epoch 47 Batch 416/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0168 Epoch 47 Batch 417/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0295 Epoch 47 Batch 418/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9549, Loss: 0.0194 Epoch 47 Batch 419/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9503, Loss: 0.0160 Epoch 47 Batch 420/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0117 Epoch 47 Batch 421/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9457, Loss: 0.0266 Epoch 47 Batch 422/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9460, Loss: 0.0157 Epoch 47 Batch 423/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9485, Loss: 0.0202 Epoch 47 Batch 424/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9528, Loss: 0.0172 Epoch 47 Batch 425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9528, Loss: 0.0133 Epoch 47 Batch 426/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0179 Epoch 47 Batch 427/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9506, Loss: 0.0175 Epoch 47 Batch 428/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9453, Loss: 0.0166 Epoch 47 Batch 429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9499, Loss: 0.0108 Epoch 47 Batch 430/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9478, Loss: 0.0184 Epoch 47 Batch 431/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9531, Loss: 0.0155 Epoch 47 Batch 432/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9531, Loss: 0.0194 Epoch 47 Batch 433/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9485, Loss: 0.0200 Epoch 47 Batch 434/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9492, Loss: 0.0134 Epoch 47 Batch 435/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9496, Loss: 0.0202 Epoch 47 Batch 436/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9450, Loss: 0.0207 Epoch 47 Batch 437/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9403, Loss: 0.0158 Epoch 47 Batch 438/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9375, Loss: 0.0131 Epoch 47 Batch 439/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9425, Loss: 0.0212 Epoch 47 Batch 440/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9421, Loss: 0.0206 Epoch 47 Batch 441/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9421, Loss: 0.0168 Epoch 47 Batch 442/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9421, Loss: 0.0233 Epoch 47 Batch 443/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9425, Loss: 0.0189 Epoch 47 Batch 444/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9453, Loss: 0.0180 Epoch 47 Batch 445/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9549, Loss: 0.0177 Epoch 47 Batch 446/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9549, Loss: 0.0133 Epoch 47 Batch 447/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9506, Loss: 0.0146 Epoch 47 Batch 448/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9457, Loss: 0.0204 Epoch 47 Batch 449/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9382, Loss: 0.0232 Epoch 47 Batch 450/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9382, Loss: 0.0230 Epoch 47 Batch 451/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9386, Loss: 0.0160 Epoch 47 Batch 452/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9382, Loss: 0.0151 Epoch 47 Batch 453/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9375, Loss: 0.0209 Epoch 47 Batch 454/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9375, Loss: 0.0306 Epoch 47 Batch 455/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9375, Loss: 0.0217 Epoch 47 Batch 456/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9460, Loss: 0.0239 Epoch 47 Batch 457/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9460, Loss: 0.0154 Epoch 47 Batch 458/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0216 Epoch 47 Batch 459/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9496, Loss: 0.0155 Epoch 47 Batch 460/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9496, Loss: 0.0208 Epoch 47 Batch 461/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0185 Epoch 47 Batch 462/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9442, Loss: 0.0188 Epoch 47 Batch 463/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9531, Loss: 0.0167 Epoch 47 Batch 464/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0186 Epoch 47 Batch 465/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9467, Loss: 0.0283 Epoch 47 Batch 466/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9510, Loss: 0.0160 Epoch 47 Batch 467/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9510, Loss: 0.0163 Epoch 47 Batch 468/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9510, Loss: 0.0144 Epoch 47 Batch 469/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9560, Loss: 0.0122 Epoch 47 Batch 470/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9517, Loss: 0.0202 Epoch 47 Batch 471/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9517, Loss: 0.0131 Epoch 47 Batch 472/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0171 Epoch 47 Batch 473/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0156 Epoch 47 Batch 474/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0153 Epoch 47 Batch 475/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9421, Loss: 0.0170 Epoch 47 Batch 476/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0131 Epoch 47 Batch 477/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0197 Epoch 47 Batch 478/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9460, Loss: 0.0221 Epoch 47 Batch 479/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9510, Loss: 0.0206 Epoch 47 Batch 480/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9560, Loss: 0.0158 Epoch 47 Batch 481/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9606, Loss: 0.0228 Epoch 47 Batch 482/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9513, Loss: 0.0190 Epoch 47 Batch 483/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9556, Loss: 0.0223 Epoch 47 Batch 484/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9545, Loss: 0.0186 Epoch 47 Batch 485/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0191 Epoch 47 Batch 486/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9499, Loss: 0.0143 Epoch 47 Batch 487/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9549, Loss: 0.0125 Epoch 47 Batch 488/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9503, Loss: 0.0184 Epoch 47 Batch 489/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9506, Loss: 0.0229 Epoch 47 Batch 490/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9411, Loss: 0.0225 Epoch 47 Batch 491/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9460, Loss: 0.0209 Epoch 47 Batch 492/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9371, Loss: 0.0216 Epoch 47 Batch 493/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9371, Loss: 0.0156 Epoch 47 Batch 494/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9375, Loss: 0.0148 Epoch 47 Batch 495/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9425, Loss: 0.0181 Epoch 47 Batch 496/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9425, Loss: 0.0196 Epoch 47 Batch 497/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9478, Loss: 0.0186 Epoch 47 Batch 498/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9567, Loss: 0.0262 Epoch 47 Batch 499/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9631, Loss: 0.0203 Epoch 47 Batch 500/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9677, Loss: 0.0160 Epoch 47 Batch 501/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0176 Epoch 47 Batch 502/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0203 Epoch 47 Batch 503/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0165 Epoch 47 Batch 504/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0165 Epoch 47 Batch 505/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9574, Loss: 0.0137 Epoch 47 Batch 506/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9631, Loss: 0.0255 Epoch 47 Batch 507/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9581, Loss: 0.0226 Epoch 47 Batch 508/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9585, Loss: 0.0125 Epoch 47 Batch 509/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9588, Loss: 0.0202 Epoch 47 Batch 510/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0152 Epoch 47 Batch 511/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9581, Loss: 0.0210 Epoch 47 Batch 512/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9581, Loss: 0.0148 Epoch 47 Batch 513/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9588, Loss: 0.0188 Epoch 47 Batch 514/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9585, Loss: 0.0160 Epoch 47 Batch 515/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9585, Loss: 0.0182 Epoch 47 Batch 516/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0180 Epoch 47 Batch 517/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0224 Epoch 47 Batch 518/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9485, Loss: 0.0152 Epoch 47 Batch 519/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9421, Loss: 0.0206 Epoch 47 Batch 520/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9425, Loss: 0.0140 Epoch 47 Batch 521/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9425, Loss: 0.0262 Epoch 47 Batch 522/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9439, Loss: 0.0237 Epoch 47 Batch 523/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9503, Loss: 0.0209 Epoch 47 Batch 524/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9577, Loss: 0.0225 Epoch 47 Batch 525/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9631, Loss: 0.0198 Epoch 47 Batch 526/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0141 Epoch 47 Batch 527/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9631, Loss: 0.0167 Epoch 47 Batch 528/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0174 Epoch 47 Batch 529/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0200 Epoch 47 Batch 530/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9538, Loss: 0.0216 Epoch 47 Batch 531/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0182 Epoch 47 Batch 532/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9581, Loss: 0.0279 Epoch 47 Batch 533/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9631, Loss: 0.0145 Epoch 47 Batch 534/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9631, Loss: 0.0229 Epoch 47 Batch 535/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0174 Epoch 47 Batch 536/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9634, Loss: 0.0222 Epoch 47 Batch 537/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0133 Epoch 47 Batch 538/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9634, Loss: 0.0169 Epoch 47 Batch 539/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9680, Loss: 0.0202 Epoch 47 Batch 540/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9680, Loss: 0.0103 Epoch 47 Batch 541/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9730, Loss: 0.0183 Epoch 47 Batch 542/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9730, Loss: 0.0188 Epoch 47 Batch 543/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9730, Loss: 0.0135 Epoch 47 Batch 544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9624, Loss: 0.0117 Epoch 47 Batch 545/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9574, Loss: 0.0154 Epoch 47 Batch 546/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9545, Loss: 0.0200 Epoch 47 Batch 547/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0173 Epoch 47 Batch 548/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0203 Epoch 47 Batch 549/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9570, Loss: 0.0183 Epoch 47 Batch 550/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9620, Loss: 0.0155 Epoch 47 Batch 551/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9521, Loss: 0.0231 Epoch 47 Batch 552/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9474, Loss: 0.0204 Epoch 47 Batch 553/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9517, Loss: 0.0277 Epoch 47 Batch 554/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9517, Loss: 0.0160 Epoch 47 Batch 555/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9471, Loss: 0.0160 Epoch 47 Batch 556/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9517, Loss: 0.0131 Epoch 47 Batch 557/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9521, Loss: 0.0154 Epoch 47 Batch 558/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9521, Loss: 0.0140 Epoch 47 Batch 559/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9496, Loss: 0.0170 Epoch 47 Batch 560/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9545, Loss: 0.0160 Epoch 47 Batch 561/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9570, Loss: 0.0166 Epoch 47 Batch 562/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9663, Loss: 0.0130 Epoch 47 Batch 563/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9609, Loss: 0.0190 Epoch 47 Batch 564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9563, Loss: 0.0269 Epoch 47 Batch 565/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9549, Loss: 0.0231 Epoch 47 Batch 566/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9499, Loss: 0.0182 Epoch 47 Batch 567/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9496, Loss: 0.0210 Epoch 47 Batch 568/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9549, Loss: 0.0138 Epoch 47 Batch 569/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9592, Loss: 0.0192 Epoch 47 Batch 570/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9609, Loss: 0.0246 Epoch 47 Batch 571/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9613, Loss: 0.0157 Epoch 47 Batch 572/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9659, Loss: 0.0193 Epoch 47 Batch 573/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9634, Loss: 0.0307 Epoch 47 Batch 574/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9634, Loss: 0.0214 Epoch 47 Batch 575/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9588, Loss: 0.0133 Epoch 47 Batch 576/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 47 Batch 577/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9588, Loss: 0.0180 Epoch 47 Batch 578/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9467, Loss: 0.0173 Epoch 47 Batch 579/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9517, Loss: 0.0188 Epoch 47 Batch 580/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9464, Loss: 0.0138 Epoch 47 Batch 581/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9538, Loss: 0.0128 Epoch 47 Batch 582/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9585, Loss: 0.0145 Epoch 47 Batch 583/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9535, Loss: 0.0207 Epoch 47 Batch 584/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9538, Loss: 0.0191 Epoch 47 Batch 585/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0127 Epoch 47 Batch 586/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9553, Loss: 0.0164 Epoch 47 Batch 587/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9553, Loss: 0.0230 Epoch 47 Batch 588/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9553, Loss: 0.0184 Epoch 47 Batch 589/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9503, Loss: 0.0176 Epoch 47 Batch 590/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9638, Loss: 0.0212 Epoch 47 Batch 591/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9680, Loss: 0.0184 Epoch 47 Batch 592/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0157 Epoch 47 Batch 593/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9634, Loss: 0.0302 Epoch 47 Batch 594/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0210 Epoch 47 Batch 595/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9634, Loss: 0.0180 Epoch 47 Batch 596/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0170 Epoch 47 Batch 597/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9634, Loss: 0.0174 Epoch 47 Batch 598/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9585, Loss: 0.0189 Epoch 47 Batch 599/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9638, Loss: 0.0347 Epoch 47 Batch 600/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9638, Loss: 0.0214 Epoch 47 Batch 601/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9638, Loss: 0.0161 Epoch 47 Batch 602/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0192 Epoch 47 Batch 603/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9709, Loss: 0.0180 Epoch 47 Batch 604/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9755, Loss: 0.0292 Epoch 47 Batch 605/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9755, Loss: 0.0243 Epoch 47 Batch 606/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9712, Loss: 0.0138 Epoch 47 Batch 607/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9755, Loss: 0.0259 Epoch 47 Batch 608/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9727, Loss: 0.0231 Epoch 47 Batch 609/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0243 Epoch 47 Batch 610/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9705, Loss: 0.0213 Epoch 47 Batch 611/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9705, Loss: 0.0166 Epoch 47 Batch 612/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9599, Loss: 0.0150 Epoch 47 Batch 613/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9641, Loss: 0.0176 Epoch 47 Batch 614/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9595, Loss: 0.0168 Epoch 47 Batch 615/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0140 Epoch 47 Batch 616/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9592, Loss: 0.0187 Epoch 47 Batch 617/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9613, Loss: 0.0149 Epoch 47 Batch 618/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9616, Loss: 0.0209 Epoch 47 Batch 619/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9616, Loss: 0.0129 Epoch 47 Batch 620/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9517, Loss: 0.0133 Epoch 47 Batch 621/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9517, Loss: 0.0223 Epoch 47 Batch 622/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9450, Loss: 0.0247 Epoch 47 Batch 623/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9450, Loss: 0.0263 Epoch 47 Batch 624/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9542, Loss: 0.0189 Epoch 47 Batch 625/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9542, Loss: 0.0144 Epoch 47 Batch 626/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9542, Loss: 0.0203 Epoch 47 Batch 627/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9588, Loss: 0.0150 Epoch 47 Batch 628/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9588, Loss: 0.0184 Epoch 47 Batch 629/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0190 Epoch 47 Batch 630/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0196 Epoch 47 Batch 631/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0226 Epoch 47 Batch 632/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0154 Epoch 47 Batch 633/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9677, Loss: 0.0191 Epoch 47 Batch 634/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0166 Epoch 47 Batch 635/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9727, Loss: 0.0246 Epoch 47 Batch 636/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9755, Loss: 0.0155 Epoch 47 Batch 637/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9705, Loss: 0.0173 Epoch 47 Batch 638/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9663, Loss: 0.0165 Epoch 47 Batch 639/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0219 Epoch 47 Batch 640/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9638, Loss: 0.0154 Epoch 47 Batch 641/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0166 Epoch 47 Batch 642/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9606, Loss: 0.0148 Epoch 47 Batch 643/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9631, Loss: 0.0133 Epoch 47 Batch 644/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9631, Loss: 0.0151 Epoch 47 Batch 645/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9602, Loss: 0.0186 Epoch 47 Batch 646/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9556, Loss: 0.0158 Epoch 47 Batch 647/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9556, Loss: 0.0183 Epoch 47 Batch 648/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9549, Loss: 0.0131 Epoch 47 Batch 649/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9549, Loss: 0.0160 Epoch 47 Batch 650/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9592, Loss: 0.0159 Epoch 47 Batch 651/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0153 Epoch 47 Batch 652/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0193 Epoch 47 Batch 653/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0218 Epoch 47 Batch 654/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9574, Loss: 0.0169 Epoch 47 Batch 655/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0226 Epoch 47 Batch 656/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0200 Epoch 47 Batch 657/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9581, Loss: 0.0227 Epoch 47 Batch 658/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9581, Loss: 0.0119 Epoch 47 Batch 659/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9535, Loss: 0.0163 Epoch 47 Batch 660/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0146 Epoch 47 Batch 661/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0173 Epoch 47 Batch 662/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9581, Loss: 0.0160 Epoch 47 Batch 663/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0125 Epoch 47 Batch 664/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9581, Loss: 0.0179 Epoch 47 Batch 665/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9624, Loss: 0.0148 Epoch 47 Batch 666/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9624, Loss: 0.0164 Epoch 47 Batch 667/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9577, Loss: 0.0205 Epoch 47 Batch 668/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9521, Loss: 0.0170 Epoch 47 Batch 669/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9521, Loss: 0.0124 Epoch 47 Batch 670/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9524, Loss: 0.0159 Epoch 47 Batch 671/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9524, Loss: 0.0227 Epoch 47 Batch 672/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9503, Loss: 0.0198 Epoch 47 Batch 673/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9503, Loss: 0.0229 Epoch 47 Batch 674/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9524, Loss: 0.0165 Epoch 47 Batch 675/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9524, Loss: 0.0195 Epoch 47 Batch 676/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9474, Loss: 0.0154 Epoch 47 Batch 677/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9524, Loss: 0.0178 Epoch 47 Batch 678/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9478, Loss: 0.0123 Epoch 47 Batch 679/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9432, Loss: 0.0137 Epoch 47 Batch 680/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9474, Loss: 0.0199 Epoch 47 Batch 681/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9425, Loss: 0.0176 Epoch 47 Batch 682/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9482, Loss: 0.0141 Epoch 47 Batch 683/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0152 Epoch 47 Batch 684/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9428, Loss: 0.0192 Epoch 47 Batch 685/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9428, Loss: 0.0242 Epoch 47 Batch 686/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9478, Loss: 0.0135 Epoch 47 Batch 687/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9478, Loss: 0.0196 Epoch 47 Batch 688/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0142 Epoch 47 Batch 689/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9585, Loss: 0.0099 Epoch 47 Batch 690/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9634, Loss: 0.0206 Epoch 47 Batch 691/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9606, Loss: 0.0193 Epoch 47 Batch 692/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9602, Loss: 0.0194 Epoch 47 Batch 693/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9602, Loss: 0.0230 Epoch 47 Batch 694/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9606, Loss: 0.0166 Epoch 47 Batch 695/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9712, Loss: 0.0172 Epoch 47 Batch 696/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9805, Loss: 0.0169 Epoch 47 Batch 697/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9787, Loss: 0.0171 Epoch 47 Batch 698/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9730, Loss: 0.0142 Epoch 47 Batch 699/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9680, Loss: 0.0153 Epoch 47 Batch 700/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9631, Loss: 0.0148 Epoch 47 Batch 701/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0174 Epoch 47 Batch 702/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9627, Loss: 0.0258 Epoch 47 Batch 703/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9624, Loss: 0.0198 Epoch 47 Batch 704/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9680, Loss: 0.0222 Epoch 47 Batch 705/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9734, Loss: 0.0212 Epoch 47 Batch 706/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9730, Loss: 0.0357 Epoch 47 Batch 707/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9730, Loss: 0.0226 Epoch 47 Batch 708/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9585, Loss: 0.0168 Epoch 47 Batch 709/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9531, Loss: 0.0216 Epoch 47 Batch 710/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9521, Loss: 0.0157 Epoch 47 Batch 711/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9471, Loss: 0.0235 Epoch 47 Batch 712/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9471, Loss: 0.0151 Epoch 47 Batch 713/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9478, Loss: 0.0149 Epoch 47 Batch 714/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9425, Loss: 0.0188 Epoch 47 Batch 715/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0181 Epoch 47 Batch 716/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9467, Loss: 0.0155 Epoch 47 Batch 717/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9517, Loss: 0.0133 Epoch 47 Batch 718/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0181 Epoch 47 Batch 719/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9464, Loss: 0.0199 Epoch 47 Batch 720/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9464, Loss: 0.0213 Epoch 47 Batch 721/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9464, Loss: 0.0156 Epoch 47 Batch 722/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9499, Loss: 0.0145 Epoch 47 Batch 723/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9553, Loss: 0.0198 Epoch 47 Batch 724/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9556, Loss: 0.0237 Epoch 47 Batch 725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9538, Loss: 0.0163 Epoch 47 Batch 726/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9588, Loss: 0.0143 Epoch 47 Batch 727/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9542, Loss: 0.0140 Epoch 47 Batch 728/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9528, Loss: 0.0219 Epoch 47 Batch 729/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0215 Epoch 47 Batch 730/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9474, Loss: 0.0251 Epoch 47 Batch 731/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9496, Loss: 0.0168 Epoch 47 Batch 732/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9474, Loss: 0.0245 Epoch 47 Batch 733/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9418, Loss: 0.0203 Epoch 47 Batch 734/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9524, Loss: 0.0192 Epoch 47 Batch 735/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9585, Loss: 0.0208 Epoch 47 Batch 736/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9517, Loss: 0.0151 Epoch 47 Batch 737/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9464, Loss: 0.0161 Epoch 47 Batch 738/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0143 Epoch 47 Batch 739/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9510, Loss: 0.0196 Epoch 47 Batch 740/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0143 Epoch 47 Batch 741/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0285 Epoch 47 Batch 742/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9602, Loss: 0.0170 Epoch 47 Batch 743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9588, Loss: 0.0266 Epoch 47 Batch 744/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9673, Loss: 0.0213 Epoch 47 Batch 745/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9545, Loss: 0.0210 Epoch 47 Batch 746/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9677, Loss: 0.0338 Epoch 47 Batch 747/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0169 Epoch 47 Batch 748/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9673, Loss: 0.0158 Epoch 47 Batch 749/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9670, Loss: 0.0195 Epoch 47 Batch 750/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0285 Epoch 47 Batch 751/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9624, Loss: 0.0204 Epoch 47 Batch 752/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9659, Loss: 0.0197 Epoch 47 Batch 753/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0199 Epoch 47 Batch 754/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9592, Loss: 0.0242 Epoch 47 Batch 755/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0198 Epoch 47 Batch 756/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9609, Loss: 0.0177 Epoch 47 Batch 757/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9670, Loss: 0.0236 Epoch 47 Batch 758/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9645, Loss: 0.0183 Epoch 47 Batch 759/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9656, Loss: 0.0216 Epoch 47 Batch 760/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0209 Epoch 47 Batch 761/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9638, Loss: 0.0159 Epoch 47 Batch 762/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0196 Epoch 47 Batch 763/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9570, Loss: 0.0193 Epoch 47 Batch 764/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9567, Loss: 0.0195 Epoch 47 Batch 765/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9567, Loss: 0.0264 Epoch 47 Batch 766/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0221 Epoch 47 Batch 767/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0202 Epoch 47 Batch 768/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9723, Loss: 0.0175 Epoch 47 Batch 769/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0213 Epoch 47 Batch 770/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9592, Loss: 0.0194 Epoch 47 Batch 771/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9592, Loss: 0.0189 Epoch 47 Batch 772/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9581, Loss: 0.0150 Epoch 47 Batch 773/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0152 Epoch 47 Batch 774/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9588, Loss: 0.0171 Epoch 47 Batch 775/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9645, Loss: 0.0167 Epoch 47 Batch 776/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9723, Loss: 0.0201 Epoch 47 Batch 777/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9727, Loss: 0.0143 Epoch 47 Batch 778/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9727, Loss: 0.0204 Epoch 47 Batch 779/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9727, Loss: 0.0146 Epoch 47 Batch 780/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9680, Loss: 0.0251 Epoch 47 Batch 781/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9702, Loss: 0.0297 Epoch 47 Batch 782/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9702, Loss: 0.0153 Epoch 47 Batch 783/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9702, Loss: 0.0235 Epoch 47 Batch 784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9677, Loss: 0.0111 Epoch 47 Batch 785/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9680, Loss: 0.0147 Epoch 47 Batch 786/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9631, Loss: 0.0130 Epoch 47 Batch 787/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9727, Loss: 0.0162 Epoch 47 Batch 788/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9723, Loss: 0.0179 Epoch 47 Batch 789/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9723, Loss: 0.0195 Epoch 47 Batch 790/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9666, Loss: 0.0225 Epoch 47 Batch 791/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0193 Epoch 47 Batch 792/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0155 Epoch 47 Batch 793/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0176 Epoch 47 Batch 794/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9521, Loss: 0.0133 Epoch 47 Batch 795/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9474, Loss: 0.0218 Epoch 47 Batch 796/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9620, Loss: 0.0174 Epoch 47 Batch 797/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0194 Epoch 47 Batch 798/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9719, Loss: 0.0137 Epoch 47 Batch 799/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9677, Loss: 0.0250 Epoch 47 Batch 800/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0145 Epoch 47 Batch 801/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9609, Loss: 0.0127 Epoch 47 Batch 802/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9609, Loss: 0.0231 Epoch 47 Batch 803/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9570, Loss: 0.0168 Epoch 47 Batch 804/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9620, Loss: 0.0097 Epoch 47 Batch 805/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0183 Epoch 47 Batch 806/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9510, Loss: 0.0142 Epoch 47 Batch 807/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9553, Loss: 0.0119 Epoch 47 Batch 808/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9556, Loss: 0.0292 Epoch 47 Batch 809/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9556, Loss: 0.0341 Epoch 47 Batch 810/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9510, Loss: 0.0151 Epoch 47 Batch 811/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9478, Loss: 0.0189 Epoch 47 Batch 812/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9513, Loss: 0.0166 Epoch 47 Batch 813/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9513, Loss: 0.0190 Epoch 47 Batch 814/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0185 Epoch 47 Batch 815/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9513, Loss: 0.0208 Epoch 47 Batch 816/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9609, Loss: 0.0156 Epoch 47 Batch 817/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9695, Loss: 0.0162 Epoch 47 Batch 818/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9645, Loss: 0.0209 Epoch 47 Batch 819/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9677, Loss: 0.0206 Epoch 47 Batch 820/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9695, Loss: 0.0165 Epoch 47 Batch 821/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9695, Loss: 0.0178 Epoch 47 Batch 822/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9688, Loss: 0.0141 Epoch 47 Batch 823/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9638, Loss: 0.0199 Epoch 47 Batch 824/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9599, Loss: 0.0201 Epoch 47 Batch 825/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9599, Loss: 0.0113 Epoch 47 Batch 826/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9606, Loss: 0.0151 Epoch 47 Batch 827/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9574, Loss: 0.0222 Epoch 47 Batch 828/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9624, Loss: 0.0160 Epoch 47 Batch 829/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9624, Loss: 0.0255 Epoch 47 Batch 830/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9624, Loss: 0.0207 Epoch 47 Batch 831/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9627, Loss: 0.0190 Epoch 47 Batch 832/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9627, Loss: 0.0145 Epoch 47 Batch 833/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0203 Epoch 47 Batch 834/1077 - Train Accuracy: 0.9865, Validation Accuracy: 0.9531, Loss: 0.0184 Epoch 47 Batch 835/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9531, Loss: 0.0192 Epoch 47 Batch 836/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9588, Loss: 0.0138 Epoch 47 Batch 837/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9634, Loss: 0.0227 Epoch 47 Batch 838/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9616, Loss: 0.0166 Epoch 47 Batch 839/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0141 Epoch 47 Batch 840/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9482, Loss: 0.0181 Epoch 47 Batch 841/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9482, Loss: 0.0283 Epoch 47 Batch 842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9482, Loss: 0.0125 Epoch 47 Batch 843/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9478, Loss: 0.0132 Epoch 47 Batch 844/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9624, Loss: 0.0180 Epoch 47 Batch 845/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9624, Loss: 0.0135 Epoch 47 Batch 846/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9712, Loss: 0.0243 Epoch 47 Batch 847/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9663, Loss: 0.0232 Epoch 47 Batch 848/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9631, Loss: 0.0167 Epoch 47 Batch 849/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0103 Epoch 47 Batch 850/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0242 Epoch 47 Batch 851/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0250 Epoch 47 Batch 852/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9741, Loss: 0.0248 Epoch 47 Batch 853/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9737, Loss: 0.0185 Epoch 47 Batch 854/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9716, Loss: 0.0190 Epoch 47 Batch 855/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9716, Loss: 0.0207 Epoch 47 Batch 856/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9716, Loss: 0.0181 Epoch 47 Batch 857/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9741, Loss: 0.0168 Epoch 47 Batch 858/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9702, Loss: 0.0115 Epoch 47 Batch 859/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9702, Loss: 0.0194 Epoch 47 Batch 860/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9698, Loss: 0.0202 Epoch 47 Batch 861/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9680, Loss: 0.0156 Epoch 47 Batch 862/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0191 Epoch 47 Batch 863/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9684, Loss: 0.0193 Epoch 47 Batch 864/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9616, Loss: 0.0232 Epoch 47 Batch 865/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9616, Loss: 0.0243 Epoch 47 Batch 866/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9616, Loss: 0.0229 Epoch 47 Batch 867/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9613, Loss: 0.0533 Epoch 47 Batch 868/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9624, Loss: 0.0204 Epoch 47 Batch 869/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0151 Epoch 47 Batch 870/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9663, Loss: 0.0172 Epoch 47 Batch 871/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9663, Loss: 0.0156 Epoch 47 Batch 872/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9680, Loss: 0.0218 Epoch 47 Batch 873/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0166 Epoch 47 Batch 874/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9588, Loss: 0.0206 Epoch 47 Batch 875/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0134 Epoch 47 Batch 876/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9524, Loss: 0.0176 Epoch 47 Batch 877/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0146 Epoch 47 Batch 878/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0142 Epoch 47 Batch 879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9570, Loss: 0.0113 Epoch 47 Batch 880/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9663, Loss: 0.0194 Epoch 47 Batch 881/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0173 Epoch 47 Batch 882/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9663, Loss: 0.0161 Epoch 47 Batch 883/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9663, Loss: 0.0224 Epoch 47 Batch 884/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9666, Loss: 0.0227 Epoch 47 Batch 885/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9716, Loss: 0.0100 Epoch 47 Batch 886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9716, Loss: 0.0182 Epoch 47 Batch 887/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9663, Loss: 0.0204 Epoch 47 Batch 888/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9609, Loss: 0.0186 Epoch 47 Batch 889/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9663, Loss: 0.0183 Epoch 47 Batch 890/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9659, Loss: 0.0175 Epoch 47 Batch 891/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9613, Loss: 0.0139 Epoch 47 Batch 892/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0171 Epoch 47 Batch 893/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9620, Loss: 0.0170 Epoch 47 Batch 894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9663, Loss: 0.0140 Epoch 47 Batch 895/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0118 Epoch 47 Batch 896/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9638, Loss: 0.0178 Epoch 47 Batch 897/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9638, Loss: 0.0153 Epoch 47 Batch 898/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9588, Loss: 0.0213 Epoch 47 Batch 899/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9652, Loss: 0.0204 Epoch 47 Batch 900/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9723, Loss: 0.0220 Epoch 47 Batch 901/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9727, Loss: 0.0300 Epoch 47 Batch 902/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0221 Epoch 47 Batch 903/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0173 Epoch 47 Batch 904/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9634, Loss: 0.0167 Epoch 47 Batch 905/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0141 Epoch 47 Batch 906/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9634, Loss: 0.0148 Epoch 47 Batch 907/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0175 Epoch 47 Batch 908/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0164 Epoch 47 Batch 909/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9705, Loss: 0.0273 Epoch 47 Batch 910/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9684, Loss: 0.0195 Epoch 47 Batch 911/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9734, Loss: 0.0213 Epoch 47 Batch 912/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9734, Loss: 0.0184 Epoch 47 Batch 913/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9712, Loss: 0.0235 Epoch 47 Batch 914/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9734, Loss: 0.0507 Epoch 47 Batch 915/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9688, Loss: 0.0147 Epoch 47 Batch 916/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0161 Epoch 47 Batch 917/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9677, Loss: 0.0203 Epoch 47 Batch 918/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9670, Loss: 0.0145 Epoch 47 Batch 919/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0149 Epoch 47 Batch 920/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9627, Loss: 0.0158 Epoch 47 Batch 921/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9627, Loss: 0.0176 Epoch 47 Batch 922/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9627, Loss: 0.0153 Epoch 47 Batch 923/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9585, Loss: 0.0091 Epoch 47 Batch 924/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0214 Epoch 47 Batch 925/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9581, Loss: 0.0129 Epoch 47 Batch 926/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9577, Loss: 0.0196 Epoch 47 Batch 927/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9581, Loss: 0.0263 Epoch 47 Batch 928/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9581, Loss: 0.0193 Epoch 47 Batch 929/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9585, Loss: 0.0124 Epoch 47 Batch 930/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0163 Epoch 47 Batch 931/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0170 Epoch 47 Batch 932/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0157 Epoch 47 Batch 933/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9609, Loss: 0.0145 Epoch 47 Batch 934/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0153 Epoch 47 Batch 935/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0131 Epoch 47 Batch 936/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9620, Loss: 0.0189 Epoch 47 Batch 937/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9620, Loss: 0.0269 Epoch 47 Batch 938/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9666, Loss: 0.0197 Epoch 47 Batch 939/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0215 Epoch 47 Batch 940/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9663, Loss: 0.0181 Epoch 47 Batch 941/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9663, Loss: 0.0160 Epoch 47 Batch 942/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9663, Loss: 0.0208 Epoch 47 Batch 943/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9663, Loss: 0.0158 Epoch 47 Batch 944/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9666, Loss: 0.0176 Epoch 47 Batch 945/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9645, Loss: 0.0123 Epoch 47 Batch 946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9645, Loss: 0.0139 Epoch 47 Batch 947/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9645, Loss: 0.0167 Epoch 47 Batch 948/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9531, Loss: 0.0195 Epoch 47 Batch 949/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9531, Loss: 0.0161 Epoch 47 Batch 950/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9592, Loss: 0.0155 Epoch 47 Batch 951/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9620, Loss: 0.0222 Epoch 47 Batch 952/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9570, Loss: 0.0098 Epoch 47 Batch 953/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9524, Loss: 0.0151 Epoch 47 Batch 954/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9524, Loss: 0.0250 Epoch 47 Batch 955/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0197 Epoch 47 Batch 956/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9592, Loss: 0.0177 Epoch 47 Batch 957/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0140 Epoch 47 Batch 958/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9496, Loss: 0.0181 Epoch 47 Batch 959/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9538, Loss: 0.0202 Epoch 47 Batch 960/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0174 Epoch 47 Batch 961/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9563, Loss: 0.0136 Epoch 47 Batch 962/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9680, Loss: 0.0226 Epoch 47 Batch 963/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9680, Loss: 0.0240 Epoch 47 Batch 964/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9688, Loss: 0.0161 Epoch 47 Batch 965/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9638, Loss: 0.0284 Epoch 47 Batch 966/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9638, Loss: 0.0178 Epoch 47 Batch 967/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9684, Loss: 0.0203 Epoch 47 Batch 968/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9688, Loss: 0.0226 Epoch 47 Batch 969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9680, Loss: 0.0232 Epoch 47 Batch 970/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9723, Loss: 0.0151 Epoch 47 Batch 971/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9723, Loss: 0.0295 Epoch 47 Batch 972/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9716, Loss: 0.0200 Epoch 47 Batch 973/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9666, Loss: 0.0129 Epoch 47 Batch 974/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9666, Loss: 0.0161 Epoch 47 Batch 975/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9652, Loss: 0.0147 Epoch 47 Batch 976/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9563, Loss: 0.0144 Epoch 47 Batch 977/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9492, Loss: 0.0096 Epoch 47 Batch 978/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0199 Epoch 47 Batch 979/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9496, Loss: 0.0171 Epoch 47 Batch 980/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9464, Loss: 0.0263 Epoch 47 Batch 981/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9464, Loss: 0.0242 Epoch 47 Batch 982/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9460, Loss: 0.0188 Epoch 47 Batch 983/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0136 Epoch 47 Batch 984/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9567, Loss: 0.0234 Epoch 47 Batch 985/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9716, Loss: 0.0123 Epoch 47 Batch 986/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9716, Loss: 0.0183 Epoch 47 Batch 987/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9666, Loss: 0.0141 Epoch 47 Batch 988/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9616, Loss: 0.0184 Epoch 47 Batch 989/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9496, Loss: 0.0182 Epoch 47 Batch 990/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9435, Loss: 0.0199 Epoch 47 Batch 991/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9389, Loss: 0.0147 Epoch 47 Batch 992/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9400, Loss: 0.0215 Epoch 47 Batch 993/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9354, Loss: 0.0141 Epoch 47 Batch 994/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9400, Loss: 0.0185 Epoch 47 Batch 995/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9400, Loss: 0.0139 Epoch 47 Batch 996/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0175 Epoch 47 Batch 997/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9471, Loss: 0.0191 Epoch 47 Batch 998/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0146 Epoch 47 Batch 999/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9467, Loss: 0.0219 Epoch 47 Batch 1000/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9492, Loss: 0.0174 Epoch 47 Batch 1001/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9442, Loss: 0.0110 Epoch 47 Batch 1002/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9396, Loss: 0.0103 Epoch 47 Batch 1003/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9396, Loss: 0.0191 Epoch 47 Batch 1004/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9389, Loss: 0.0197 Epoch 47 Batch 1005/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9389, Loss: 0.0165 Epoch 47 Batch 1006/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9482, Loss: 0.0151 Epoch 47 Batch 1007/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9435, Loss: 0.0117 Epoch 47 Batch 1008/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9499, Loss: 0.0219 Epoch 47 Batch 1009/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9478, Loss: 0.0134 Epoch 47 Batch 1010/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9460, Loss: 0.0156 Epoch 47 Batch 1011/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9510, Loss: 0.0168 Epoch 47 Batch 1012/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9513, Loss: 0.0121 Epoch 47 Batch 1013/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9563, Loss: 0.0125 Epoch 47 Batch 1014/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0156 Epoch 47 Batch 1015/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9620, Loss: 0.0241 Epoch 47 Batch 1016/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0175 Epoch 47 Batch 1017/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9570, Loss: 0.0163 Epoch 47 Batch 1018/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9592, Loss: 0.0256 Epoch 47 Batch 1019/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9538, Loss: 0.0273 Epoch 47 Batch 1020/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9549, Loss: 0.0164 Epoch 47 Batch 1021/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9599, Loss: 0.0141 Epoch 47 Batch 1022/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9549, Loss: 0.0177 Epoch 47 Batch 1023/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9549, Loss: 0.0187 Epoch 47 Batch 1024/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9549, Loss: 0.0208 Epoch 47 Batch 1025/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9549, Loss: 0.0202 Epoch 47 Batch 1026/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9549, Loss: 0.0215 Epoch 47 Batch 1027/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9606, Loss: 0.0161 Epoch 47 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9648, Loss: 0.0202 Epoch 47 Batch 1029/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9698, Loss: 0.0188 Epoch 47 Batch 1030/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0177 Epoch 47 Batch 1031/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9592, Loss: 0.0237 Epoch 47 Batch 1032/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9641, Loss: 0.0190 Epoch 47 Batch 1033/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9570, Loss: 0.0195 Epoch 47 Batch 1034/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9656, Loss: 0.0172 Epoch 47 Batch 1035/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9656, Loss: 0.0128 Epoch 47 Batch 1036/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0213 Epoch 47 Batch 1037/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9652, Loss: 0.0176 Epoch 47 Batch 1038/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0289 Epoch 47 Batch 1039/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9656, Loss: 0.0173 Epoch 47 Batch 1040/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9656, Loss: 0.0181 Epoch 47 Batch 1041/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9609, Loss: 0.0267 Epoch 47 Batch 1042/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9599, Loss: 0.0159 Epoch 47 Batch 1043/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9599, Loss: 0.0293 Epoch 47 Batch 1044/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9599, Loss: 0.0179 Epoch 47 Batch 1045/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9638, Loss: 0.0180 Epoch 47 Batch 1046/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0112 Epoch 47 Batch 1047/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9531, Loss: 0.0134 Epoch 47 Batch 1048/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9531, Loss: 0.0212 Epoch 47 Batch 1049/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9577, Loss: 0.0181 Epoch 47 Batch 1050/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9577, Loss: 0.0117 Epoch 47 Batch 1051/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9648, Loss: 0.0252 Epoch 47 Batch 1052/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9648, Loss: 0.0152 Epoch 47 Batch 1053/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9648, Loss: 0.0196 Epoch 47 Batch 1054/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9698, Loss: 0.0157 Epoch 47 Batch 1055/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9698, Loss: 0.0185 Epoch 47 Batch 1056/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9730, Loss: 0.0124 Epoch 47 Batch 1057/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9730, Loss: 0.0156 Epoch 47 Batch 1058/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9680, Loss: 0.0204 Epoch 47 Batch 1059/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9730, Loss: 0.0231 Epoch 47 Batch 1060/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9680, Loss: 0.0130 Epoch 47 Batch 1061/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9648, Loss: 0.0252 Epoch 47 Batch 1062/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9648, Loss: 0.0204 Epoch 47 Batch 1063/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0212 Epoch 47 Batch 1064/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0178 Epoch 47 Batch 1065/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9695, Loss: 0.0193 Epoch 47 Batch 1066/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9695, Loss: 0.0172 Epoch 47 Batch 1067/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9695, Loss: 0.0225 Epoch 47 Batch 1068/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9652, Loss: 0.0134 Epoch 47 Batch 1069/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9599, Loss: 0.0139 Epoch 47 Batch 1070/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9606, Loss: 0.0164 Epoch 47 Batch 1071/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9648, Loss: 0.0217 Epoch 47 Batch 1072/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9695, Loss: 0.0186 Epoch 47 Batch 1073/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9592, Loss: 0.0167 Epoch 47 Batch 1074/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9648, Loss: 0.0223 Epoch 47 Batch 1075/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9599, Loss: 0.0237 Epoch 48 Batch 1/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0132 Epoch 48 Batch 2/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9634, Loss: 0.0178 Epoch 48 Batch 3/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9634, Loss: 0.0216 Epoch 48 Batch 4/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9634, Loss: 0.0133 Epoch 48 Batch 5/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0259 Epoch 48 Batch 6/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9588, Loss: 0.0126 Epoch 48 Batch 7/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9638, Loss: 0.0182 Epoch 48 Batch 8/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9641, Loss: 0.0180 Epoch 48 Batch 9/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0160 Epoch 48 Batch 10/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9638, Loss: 0.0186 Epoch 48 Batch 11/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9638, Loss: 0.0267 Epoch 48 Batch 12/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9638, Loss: 0.0141 Epoch 48 Batch 13/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0229 Epoch 48 Batch 14/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9684, Loss: 0.0160 Epoch 48 Batch 15/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9680, Loss: 0.0140 Epoch 48 Batch 16/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9680, Loss: 0.0187 Epoch 48 Batch 17/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9684, Loss: 0.0158 Epoch 48 Batch 18/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9748, Loss: 0.0144 Epoch 48 Batch 19/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9727, Loss: 0.0161 Epoch 48 Batch 20/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9723, Loss: 0.0132 Epoch 48 Batch 21/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9634, Loss: 0.0227 Epoch 48 Batch 22/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0162 Epoch 48 Batch 23/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0138 Epoch 48 Batch 24/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9638, Loss: 0.0193 Epoch 48 Batch 25/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9638, Loss: 0.0108 Epoch 48 Batch 26/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0222 Epoch 48 Batch 27/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9574, Loss: 0.0147 Epoch 48 Batch 28/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9574, Loss: 0.0170 Epoch 48 Batch 29/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0185 Epoch 48 Batch 30/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9709, Loss: 0.0145 Epoch 48 Batch 31/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9698, Loss: 0.0158 Epoch 48 Batch 32/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9741, Loss: 0.0152 Epoch 48 Batch 33/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9688, Loss: 0.0124 Epoch 48 Batch 34/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9670, Loss: 0.0199 Epoch 48 Batch 35/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9670, Loss: 0.0196 Epoch 48 Batch 36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9695, Loss: 0.0159 Epoch 48 Batch 37/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9638, Loss: 0.0195 Epoch 48 Batch 38/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9641, Loss: 0.0242 Epoch 48 Batch 39/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9624, Loss: 0.0193 Epoch 48 Batch 40/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9624, Loss: 0.0129 Epoch 48 Batch 41/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9624, Loss: 0.0123 Epoch 48 Batch 42/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9624, Loss: 0.0240 Epoch 48 Batch 43/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0141 Epoch 48 Batch 44/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9542, Loss: 0.0135 Epoch 48 Batch 45/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0204 Epoch 48 Batch 46/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9521, Loss: 0.0236 Epoch 48 Batch 47/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0165 Epoch 48 Batch 48/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9542, Loss: 0.0247 Epoch 48 Batch 49/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9542, Loss: 0.0248 Epoch 48 Batch 50/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9549, Loss: 0.0150 Epoch 48 Batch 51/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0160 Epoch 48 Batch 52/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9499, Loss: 0.0234 Epoch 48 Batch 53/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9595, Loss: 0.0146 Epoch 48 Batch 54/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9549, Loss: 0.0337 Epoch 48 Batch 55/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9549, Loss: 0.0159 Epoch 48 Batch 56/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9549, Loss: 0.0129 Epoch 48 Batch 57/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9545, Loss: 0.0206 Epoch 48 Batch 58/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9499, Loss: 0.0142 Epoch 48 Batch 59/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9499, Loss: 0.0205 Epoch 48 Batch 60/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9499, Loss: 0.0127 Epoch 48 Batch 61/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9446, Loss: 0.0140 Epoch 48 Batch 62/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9513, Loss: 0.0208 Epoch 48 Batch 63/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9513, Loss: 0.0158 Epoch 48 Batch 64/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9521, Loss: 0.0147 Epoch 48 Batch 65/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9524, Loss: 0.0154 Epoch 48 Batch 66/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0106 Epoch 48 Batch 67/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0159 Epoch 48 Batch 68/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9627, Loss: 0.0259 Epoch 48 Batch 69/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9627, Loss: 0.0273 Epoch 48 Batch 70/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9677, Loss: 0.0244 Epoch 48 Batch 71/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9577, Loss: 0.0124 Epoch 48 Batch 72/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0169 Epoch 48 Batch 73/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9567, Loss: 0.0132 Epoch 48 Batch 74/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9602, Loss: 0.0174 Epoch 48 Batch 75/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0269 Epoch 48 Batch 76/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9496, Loss: 0.0142 Epoch 48 Batch 77/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0166 Epoch 48 Batch 78/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9396, Loss: 0.0158 Epoch 48 Batch 79/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9396, Loss: 0.0135 Epoch 48 Batch 80/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9553, Loss: 0.0153 Epoch 48 Batch 81/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9595, Loss: 0.0141 Epoch 48 Batch 82/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9645, Loss: 0.0165 Epoch 48 Batch 83/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9616, Loss: 0.0168 Epoch 48 Batch 84/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9521, Loss: 0.0150 Epoch 48 Batch 85/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9585, Loss: 0.0150 Epoch 48 Batch 86/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0174 Epoch 48 Batch 87/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9585, Loss: 0.0212 Epoch 48 Batch 88/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9538, Loss: 0.0220 Epoch 48 Batch 89/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9585, Loss: 0.0166 Epoch 48 Batch 90/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9638, Loss: 0.0141 Epoch 48 Batch 91/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9595, Loss: 0.0176 Epoch 48 Batch 92/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9556, Loss: 0.0151 Epoch 48 Batch 93/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9499, Loss: 0.0154 Epoch 48 Batch 94/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9503, Loss: 0.0156 Epoch 48 Batch 95/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9482, Loss: 0.0215 Epoch 48 Batch 96/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9492, Loss: 0.0175 Epoch 48 Batch 97/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9538, Loss: 0.0209 Epoch 48 Batch 98/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9535, Loss: 0.0220 Epoch 48 Batch 99/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0151 Epoch 48 Batch 100/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0152 Epoch 48 Batch 101/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0161 Epoch 48 Batch 102/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9688, Loss: 0.0126 Epoch 48 Batch 103/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9716, Loss: 0.0212 Epoch 48 Batch 104/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9748, Loss: 0.0224 Epoch 48 Batch 105/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9698, Loss: 0.0145 Epoch 48 Batch 106/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9645, Loss: 0.0168 Epoch 48 Batch 107/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9645, Loss: 0.0204 Epoch 48 Batch 108/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9673, Loss: 0.0243 Epoch 48 Batch 109/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0170 Epoch 48 Batch 110/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9645, Loss: 0.0183 Epoch 48 Batch 111/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9645, Loss: 0.0137 Epoch 48 Batch 112/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0132 Epoch 48 Batch 113/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9606, Loss: 0.0254 Epoch 48 Batch 114/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9624, Loss: 0.0137 Epoch 48 Batch 115/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0164 Epoch 48 Batch 116/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9663, Loss: 0.0275 Epoch 48 Batch 117/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0170 Epoch 48 Batch 118/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0165 Epoch 48 Batch 119/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9645, Loss: 0.0118 Epoch 48 Batch 120/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0238 Epoch 48 Batch 121/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9599, Loss: 0.0211 Epoch 48 Batch 122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9666, Loss: 0.0188 Epoch 48 Batch 123/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9698, Loss: 0.0130 Epoch 48 Batch 124/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9695, Loss: 0.0200 Epoch 48 Batch 125/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9656, Loss: 0.0266 Epoch 48 Batch 126/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9595, Loss: 0.0170 Epoch 48 Batch 127/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9613, Loss: 0.0173 Epoch 48 Batch 128/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9613, Loss: 0.0168 Epoch 48 Batch 129/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0250 Epoch 48 Batch 130/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9680, Loss: 0.0184 Epoch 48 Batch 131/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9680, Loss: 0.0160 Epoch 48 Batch 132/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0163 Epoch 48 Batch 133/1077 - Train Accuracy: 1.0000, Validation Accuracy: 0.9627, Loss: 0.0122 Epoch 48 Batch 134/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9581, Loss: 0.0173 Epoch 48 Batch 135/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9531, Loss: 0.0168 Epoch 48 Batch 136/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9581, Loss: 0.0149 Epoch 48 Batch 137/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9581, Loss: 0.0173 Epoch 48 Batch 138/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9631, Loss: 0.0209 Epoch 48 Batch 139/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0204 Epoch 48 Batch 140/1077 - Train Accuracy: 0.9959, Validation Accuracy: 0.9599, Loss: 0.0136 Epoch 48 Batch 141/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9538, Loss: 0.0143 Epoch 48 Batch 142/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9538, Loss: 0.0166 Epoch 48 Batch 143/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0203 Epoch 48 Batch 144/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9602, Loss: 0.0210 Epoch 48 Batch 145/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9695, Loss: 0.0141 Epoch 48 Batch 146/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9606, Loss: 0.0529 Epoch 48 Batch 147/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9599, Loss: 0.0155 Epoch 48 Batch 148/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9599, Loss: 0.0258 Epoch 48 Batch 149/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9648, Loss: 0.0122 Epoch 48 Batch 150/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9691, Loss: 0.0184 Epoch 48 Batch 151/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9688, Loss: 0.0124 Epoch 48 Batch 152/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9691, Loss: 0.0210 Epoch 48 Batch 153/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9499, Loss: 0.0278 Epoch 48 Batch 154/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9450, Loss: 0.0170 Epoch 48 Batch 155/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9450, Loss: 0.0150 Epoch 48 Batch 156/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0129 Epoch 48 Batch 157/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0153 Epoch 48 Batch 158/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9659, Loss: 0.0175 Epoch 48 Batch 159/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0180 Epoch 48 Batch 160/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9563, Loss: 0.0138 Epoch 48 Batch 161/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9521, Loss: 0.0132 Epoch 48 Batch 162/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9510, Loss: 0.0142 Epoch 48 Batch 163/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9499, Loss: 0.0265 Epoch 48 Batch 164/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9499, Loss: 0.0170 Epoch 48 Batch 165/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9499, Loss: 0.0249 Epoch 48 Batch 166/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9503, Loss: 0.0169 Epoch 48 Batch 167/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9499, Loss: 0.0137 Epoch 48 Batch 168/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9606, Loss: 0.0280 Epoch 48 Batch 169/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0155 Epoch 48 Batch 170/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9545, Loss: 0.0194 Epoch 48 Batch 171/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9553, Loss: 0.0179 Epoch 48 Batch 172/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9553, Loss: 0.0153 Epoch 48 Batch 173/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9648, Loss: 0.0214 Epoch 48 Batch 174/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9648, Loss: 0.0089 Epoch 48 Batch 175/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9648, Loss: 0.0242 Epoch 48 Batch 176/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9695, Loss: 0.0185 Epoch 48 Batch 177/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9709, Loss: 0.0161 Epoch 48 Batch 178/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9727, Loss: 0.0154 Epoch 48 Batch 179/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9680, Loss: 0.0223 Epoch 48 Batch 180/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9680, Loss: 0.0155 Epoch 48 Batch 181/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9680, Loss: 0.0176 Epoch 48 Batch 182/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0203 Epoch 48 Batch 183/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0189 Epoch 48 Batch 184/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9627, Loss: 0.0190 Epoch 48 Batch 185/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9624, Loss: 0.0202 Epoch 48 Batch 186/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9624, Loss: 0.0174 Epoch 48 Batch 187/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9624, Loss: 0.0141 Epoch 48 Batch 188/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9560, Loss: 0.0211 Epoch 48 Batch 189/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9560, Loss: 0.0135 Epoch 48 Batch 190/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9528, Loss: 0.0145 Epoch 48 Batch 191/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9577, Loss: 0.0135 Epoch 48 Batch 192/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0190 Epoch 48 Batch 193/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9567, Loss: 0.0161 Epoch 48 Batch 194/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9567, Loss: 0.0132 Epoch 48 Batch 195/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9567, Loss: 0.0186 Epoch 48 Batch 196/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0111 Epoch 48 Batch 197/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9563, Loss: 0.0171 Epoch 48 Batch 198/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9613, Loss: 0.0208 Epoch 48 Batch 199/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9563, Loss: 0.0149 Epoch 48 Batch 200/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0150 Epoch 48 Batch 201/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0189 Epoch 48 Batch 202/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9560, Loss: 0.0153 Epoch 48 Batch 203/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9506, Loss: 0.0180 Epoch 48 Batch 204/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0350 Epoch 48 Batch 205/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9542, Loss: 0.0245 Epoch 48 Batch 206/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9489, Loss: 0.0139 Epoch 48 Batch 207/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9489, Loss: 0.0166 Epoch 48 Batch 208/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9489, Loss: 0.0189 Epoch 48 Batch 209/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9542, Loss: 0.0127 Epoch 48 Batch 210/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9606, Loss: 0.0155 Epoch 48 Batch 211/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0148 Epoch 48 Batch 212/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9638, Loss: 0.0143 Epoch 48 Batch 213/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0140 Epoch 48 Batch 214/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0180 Epoch 48 Batch 215/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0203 Epoch 48 Batch 216/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9492, Loss: 0.0320 Epoch 48 Batch 217/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9492, Loss: 0.0123 Epoch 48 Batch 218/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9588, Loss: 0.0199 Epoch 48 Batch 219/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0111 Epoch 48 Batch 220/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9545, Loss: 0.0163 Epoch 48 Batch 221/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9521, Loss: 0.0152 Epoch 48 Batch 222/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9521, Loss: 0.0159 Epoch 48 Batch 223/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9570, Loss: 0.0176 Epoch 48 Batch 224/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0165 Epoch 48 Batch 225/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9570, Loss: 0.0213 Epoch 48 Batch 226/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0167 Epoch 48 Batch 227/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9517, Loss: 0.0215 Epoch 48 Batch 228/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0131 Epoch 48 Batch 229/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9567, Loss: 0.0167 Epoch 48 Batch 230/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9567, Loss: 0.0156 Epoch 48 Batch 231/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9567, Loss: 0.0205 Epoch 48 Batch 232/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9567, Loss: 0.0121 Epoch 48 Batch 233/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9567, Loss: 0.0220 Epoch 48 Batch 234/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9567, Loss: 0.0151 Epoch 48 Batch 235/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9567, Loss: 0.0180 Epoch 48 Batch 236/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9567, Loss: 0.0204 Epoch 48 Batch 237/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0185 Epoch 48 Batch 238/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9563, Loss: 0.0163 Epoch 48 Batch 239/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9567, Loss: 0.0121 Epoch 48 Batch 240/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9567, Loss: 0.0137 Epoch 48 Batch 241/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0116 Epoch 48 Batch 242/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9556, Loss: 0.0131 Epoch 48 Batch 243/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0247 Epoch 48 Batch 244/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9666, Loss: 0.0192 Epoch 48 Batch 245/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9670, Loss: 0.0164 Epoch 48 Batch 246/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9670, Loss: 0.0175 Epoch 48 Batch 247/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9670, Loss: 0.0188 Epoch 48 Batch 248/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0137 Epoch 48 Batch 249/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9716, Loss: 0.0177 Epoch 48 Batch 250/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9698, Loss: 0.0202 Epoch 48 Batch 251/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9748, Loss: 0.0247 Epoch 48 Batch 252/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0241 Epoch 48 Batch 253/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9663, Loss: 0.0167 Epoch 48 Batch 254/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9680, Loss: 0.0239 Epoch 48 Batch 255/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9698, Loss: 0.0144 Epoch 48 Batch 256/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9698, Loss: 0.0347 Epoch 48 Batch 257/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9677, Loss: 0.0159 Epoch 48 Batch 258/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0158 Epoch 48 Batch 259/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9727, Loss: 0.0140 Epoch 48 Batch 260/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9773, Loss: 0.0128 Epoch 48 Batch 261/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9659, Loss: 0.0202 Epoch 48 Batch 262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9588, Loss: 0.0167 Epoch 48 Batch 263/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9545, Loss: 0.0131 Epoch 48 Batch 264/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0144 Epoch 48 Batch 265/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9553, Loss: 0.0150 Epoch 48 Batch 266/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9577, Loss: 0.0212 Epoch 48 Batch 267/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9577, Loss: 0.0118 Epoch 48 Batch 268/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9577, Loss: 0.0223 Epoch 48 Batch 269/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9620, Loss: 0.0220 Epoch 48 Batch 270/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9620, Loss: 0.0266 Epoch 48 Batch 271/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9531, Loss: 0.0171 Epoch 48 Batch 272/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9531, Loss: 0.0434 Epoch 48 Batch 273/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9531, Loss: 0.0161 Epoch 48 Batch 274/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9531, Loss: 0.0190 Epoch 48 Batch 275/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9531, Loss: 0.0140 Epoch 48 Batch 276/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9428, Loss: 0.0279 Epoch 48 Batch 277/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9403, Loss: 0.0167 Epoch 48 Batch 278/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0248 Epoch 48 Batch 279/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9446, Loss: 0.0231 Epoch 48 Batch 280/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0184 Epoch 48 Batch 281/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9446, Loss: 0.0194 Epoch 48 Batch 282/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0213 Epoch 48 Batch 283/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9542, Loss: 0.0220 Epoch 48 Batch 284/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0205 Epoch 48 Batch 285/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9521, Loss: 0.0161 Epoch 48 Batch 286/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9521, Loss: 0.0194 Epoch 48 Batch 287/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9521, Loss: 0.0233 Epoch 48 Batch 288/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9521, Loss: 0.0255 Epoch 48 Batch 289/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9524, Loss: 0.0120 Epoch 48 Batch 290/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9528, Loss: 0.0263 Epoch 48 Batch 291/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9496, Loss: 0.0273 Epoch 48 Batch 292/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9499, Loss: 0.0155 Epoch 48 Batch 293/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9499, Loss: 0.0156 Epoch 48 Batch 294/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9553, Loss: 0.0192 Epoch 48 Batch 295/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9521, Loss: 0.0176 Epoch 48 Batch 296/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9542, Loss: 0.0149 Epoch 48 Batch 297/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9535, Loss: 0.0210 Epoch 48 Batch 298/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9531, Loss: 0.0214 Epoch 48 Batch 299/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9531, Loss: 0.0154 Epoch 48 Batch 300/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9531, Loss: 0.0138 Epoch 48 Batch 301/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9538, Loss: 0.0160 Epoch 48 Batch 302/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0179 Epoch 48 Batch 303/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9638, Loss: 0.0239 Epoch 48 Batch 304/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9606, Loss: 0.0179 Epoch 48 Batch 305/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9659, Loss: 0.0142 Epoch 48 Batch 306/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9659, Loss: 0.0288 Epoch 48 Batch 307/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9599, Loss: 0.0187 Epoch 48 Batch 308/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0175 Epoch 48 Batch 309/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0129 Epoch 48 Batch 310/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9616, Loss: 0.0163 Epoch 48 Batch 311/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9606, Loss: 0.0143 Epoch 48 Batch 312/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9556, Loss: 0.0231 Epoch 48 Batch 313/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9563, Loss: 0.0136 Epoch 48 Batch 314/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0229 Epoch 48 Batch 315/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9563, Loss: 0.0182 Epoch 48 Batch 316/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9563, Loss: 0.0193 Epoch 48 Batch 317/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9563, Loss: 0.0169 Epoch 48 Batch 318/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9567, Loss: 0.0143 Epoch 48 Batch 319/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0189 Epoch 48 Batch 320/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0258 Epoch 48 Batch 321/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9620, Loss: 0.0128 Epoch 48 Batch 322/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9524, Loss: 0.0153 Epoch 48 Batch 323/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9524, Loss: 0.0199 Epoch 48 Batch 324/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9524, Loss: 0.0191 Epoch 48 Batch 325/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9616, Loss: 0.0140 Epoch 48 Batch 326/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9616, Loss: 0.0127 Epoch 48 Batch 327/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9659, Loss: 0.0253 Epoch 48 Batch 328/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9659, Loss: 0.0161 Epoch 48 Batch 329/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9648, Loss: 0.0171 Epoch 48 Batch 330/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0161 Epoch 48 Batch 331/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9613, Loss: 0.0163 Epoch 48 Batch 332/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9567, Loss: 0.0126 Epoch 48 Batch 333/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0147 Epoch 48 Batch 334/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9567, Loss: 0.0142 Epoch 48 Batch 335/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9570, Loss: 0.0209 Epoch 48 Batch 336/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9574, Loss: 0.0520 Epoch 48 Batch 337/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0193 Epoch 48 Batch 338/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9524, Loss: 0.0248 Epoch 48 Batch 339/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9474, Loss: 0.0096 Epoch 48 Batch 340/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9474, Loss: 0.0201 Epoch 48 Batch 341/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0227 Epoch 48 Batch 342/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9524, Loss: 0.0130 Epoch 48 Batch 343/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9513, Loss: 0.0217 Epoch 48 Batch 344/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9513, Loss: 0.0206 Epoch 48 Batch 345/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9492, Loss: 0.0107 Epoch 48 Batch 346/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9439, Loss: 0.0163 Epoch 48 Batch 347/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9439, Loss: 0.0132 Epoch 48 Batch 348/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9531, Loss: 0.0177 Epoch 48 Batch 349/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0173 Epoch 48 Batch 350/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0160 Epoch 48 Batch 351/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9517, Loss: 0.0137 Epoch 48 Batch 352/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9489, Loss: 0.0143 Epoch 48 Batch 353/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9513, Loss: 0.0204 Epoch 48 Batch 354/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9513, Loss: 0.0197 Epoch 48 Batch 355/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0182 Epoch 48 Batch 356/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9467, Loss: 0.0155 Epoch 48 Batch 357/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9471, Loss: 0.0195 Epoch 48 Batch 358/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9471, Loss: 0.0175 Epoch 48 Batch 359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9400, Loss: 0.0169 Epoch 48 Batch 360/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9403, Loss: 0.0150 Epoch 48 Batch 361/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9492, Loss: 0.0136 Epoch 48 Batch 362/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0218 Epoch 48 Batch 363/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9453, Loss: 0.0194 Epoch 48 Batch 364/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9446, Loss: 0.0255 Epoch 48 Batch 365/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9538, Loss: 0.0113 Epoch 48 Batch 366/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9535, Loss: 0.0132 Epoch 48 Batch 367/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9517, Loss: 0.0100 Epoch 48 Batch 368/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0139 Epoch 48 Batch 369/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9471, Loss: 0.0181 Epoch 48 Batch 370/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9471, Loss: 0.0195 Epoch 48 Batch 371/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9471, Loss: 0.0112 Epoch 48 Batch 372/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9471, Loss: 0.0139 Epoch 48 Batch 373/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9517, Loss: 0.0133 Epoch 48 Batch 374/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0174 Epoch 48 Batch 375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9521, Loss: 0.0139 Epoch 48 Batch 376/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9574, Loss: 0.0206 Epoch 48 Batch 377/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0156 Epoch 48 Batch 378/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0130 Epoch 48 Batch 379/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9577, Loss: 0.0256 Epoch 48 Batch 380/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9528, Loss: 0.0126 Epoch 48 Batch 381/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0183 Epoch 48 Batch 382/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0212 Epoch 48 Batch 383/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9588, Loss: 0.0191 Epoch 48 Batch 384/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9588, Loss: 0.0142 Epoch 48 Batch 385/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9585, Loss: 0.0168 Epoch 48 Batch 386/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9638, Loss: 0.0148 Epoch 48 Batch 387/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0133 Epoch 48 Batch 388/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9581, Loss: 0.0260 Epoch 48 Batch 389/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9602, Loss: 0.0193 Epoch 48 Batch 390/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9602, Loss: 0.0284 Epoch 48 Batch 391/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9599, Loss: 0.0183 Epoch 48 Batch 392/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9553, Loss: 0.0260 Epoch 48 Batch 393/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9602, Loss: 0.0151 Epoch 48 Batch 394/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0143 Epoch 48 Batch 395/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9688, Loss: 0.0193 Epoch 48 Batch 396/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9691, Loss: 0.0201 Epoch 48 Batch 397/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0222 Epoch 48 Batch 398/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9574, Loss: 0.0164 Epoch 48 Batch 399/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9574, Loss: 0.0180 Epoch 48 Batch 400/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9574, Loss: 0.0154 Epoch 48 Batch 401/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9585, Loss: 0.0140 Epoch 48 Batch 402/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 48 Batch 403/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9609, Loss: 0.0339 Epoch 48 Batch 404/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9609, Loss: 0.0218 Epoch 48 Batch 405/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9609, Loss: 0.0204 Epoch 48 Batch 406/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9570, Loss: 0.0150 Epoch 48 Batch 407/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0233 Epoch 48 Batch 408/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0202 Epoch 48 Batch 409/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0230 Epoch 48 Batch 410/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9567, Loss: 0.0290 Epoch 48 Batch 411/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9613, Loss: 0.0181 Epoch 48 Batch 412/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9599, Loss: 0.0166 Epoch 48 Batch 413/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9595, Loss: 0.0123 Epoch 48 Batch 414/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9656, Loss: 0.0173 Epoch 48 Batch 415/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9609, Loss: 0.0237 Epoch 48 Batch 416/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0150 Epoch 48 Batch 417/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9588, Loss: 0.0320 Epoch 48 Batch 418/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9506, Loss: 0.0148 Epoch 48 Batch 419/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9506, Loss: 0.0177 Epoch 48 Batch 420/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0145 Epoch 48 Batch 421/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9506, Loss: 0.0379 Epoch 48 Batch 422/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9531, Loss: 0.0135 Epoch 48 Batch 423/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0202 Epoch 48 Batch 424/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9574, Loss: 0.0178 Epoch 48 Batch 425/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9577, Loss: 0.0099 Epoch 48 Batch 426/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0206 Epoch 48 Batch 427/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9510, Loss: 0.0172 Epoch 48 Batch 428/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9560, Loss: 0.0189 Epoch 48 Batch 429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9485, Loss: 0.0124 Epoch 48 Batch 430/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9485, Loss: 0.0141 Epoch 48 Batch 431/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9485, Loss: 0.0154 Epoch 48 Batch 432/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9485, Loss: 0.0165 Epoch 48 Batch 433/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9492, Loss: 0.0215 Epoch 48 Batch 434/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9446, Loss: 0.0139 Epoch 48 Batch 435/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9446, Loss: 0.0180 Epoch 48 Batch 436/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9396, Loss: 0.0168 Epoch 48 Batch 437/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9396, Loss: 0.0150 Epoch 48 Batch 438/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9400, Loss: 0.0172 Epoch 48 Batch 439/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9400, Loss: 0.0150 Epoch 48 Batch 440/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9400, Loss: 0.0206 Epoch 48 Batch 441/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9400, Loss: 0.0185 Epoch 48 Batch 442/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9400, Loss: 0.0223 Epoch 48 Batch 443/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9396, Loss: 0.0137 Epoch 48 Batch 444/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9418, Loss: 0.0186 Epoch 48 Batch 445/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0140 Epoch 48 Batch 446/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9563, Loss: 0.0136 Epoch 48 Batch 447/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9613, Loss: 0.0119 Epoch 48 Batch 448/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0211 Epoch 48 Batch 449/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0260 Epoch 48 Batch 450/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9549, Loss: 0.0224 Epoch 48 Batch 451/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9499, Loss: 0.0146 Epoch 48 Batch 452/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9499, Loss: 0.0176 Epoch 48 Batch 453/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0202 Epoch 48 Batch 454/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9453, Loss: 0.0286 Epoch 48 Batch 455/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9503, Loss: 0.0167 Epoch 48 Batch 456/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0225 Epoch 48 Batch 457/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9563, Loss: 0.0134 Epoch 48 Batch 458/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9563, Loss: 0.0219 Epoch 48 Batch 459/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9585, Loss: 0.0166 Epoch 48 Batch 460/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0198 Epoch 48 Batch 461/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9581, Loss: 0.0163 Epoch 48 Batch 462/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0191 Epoch 48 Batch 463/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0180 Epoch 48 Batch 464/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9581, Loss: 0.0163 Epoch 48 Batch 465/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9581, Loss: 0.0239 Epoch 48 Batch 466/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0167 Epoch 48 Batch 467/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9581, Loss: 0.0163 Epoch 48 Batch 468/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9581, Loss: 0.0159 Epoch 48 Batch 469/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9627, Loss: 0.0109 Epoch 48 Batch 470/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9588, Loss: 0.0209 Epoch 48 Batch 471/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0125 Epoch 48 Batch 472/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9528, Loss: 0.0152 Epoch 48 Batch 473/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0166 Epoch 48 Batch 474/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0184 Epoch 48 Batch 475/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0181 Epoch 48 Batch 476/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9595, Loss: 0.0143 Epoch 48 Batch 477/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9595, Loss: 0.0213 Epoch 48 Batch 478/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9595, Loss: 0.0166 Epoch 48 Batch 479/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9595, Loss: 0.0221 Epoch 48 Batch 480/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 48 Batch 481/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9521, Loss: 0.0189 Epoch 48 Batch 482/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9521, Loss: 0.0195 Epoch 48 Batch 483/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9521, Loss: 0.0215 Epoch 48 Batch 484/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9538, Loss: 0.0206 Epoch 48 Batch 485/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0186 Epoch 48 Batch 486/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9442, Loss: 0.0147 Epoch 48 Batch 487/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9442, Loss: 0.0137 Epoch 48 Batch 488/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9442, Loss: 0.0157 Epoch 48 Batch 489/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9442, Loss: 0.0157 Epoch 48 Batch 490/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9460, Loss: 0.0169 Epoch 48 Batch 491/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9510, Loss: 0.0225 Epoch 48 Batch 492/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9464, Loss: 0.0202 Epoch 48 Batch 493/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9460, Loss: 0.0133 Epoch 48 Batch 494/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9460, Loss: 0.0129 Epoch 48 Batch 495/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9460, Loss: 0.0199 Epoch 48 Batch 496/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0183 Epoch 48 Batch 497/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9581, Loss: 0.0224 Epoch 48 Batch 498/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9585, Loss: 0.0268 Epoch 48 Batch 499/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9585, Loss: 0.0207 Epoch 48 Batch 500/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9588, Loss: 0.0128 Epoch 48 Batch 501/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9634, Loss: 0.0155 Epoch 48 Batch 502/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0186 Epoch 48 Batch 503/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0137 Epoch 48 Batch 504/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0165 Epoch 48 Batch 505/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9609, Loss: 0.0129 Epoch 48 Batch 506/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9659, Loss: 0.0236 Epoch 48 Batch 507/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9677, Loss: 0.0245 Epoch 48 Batch 508/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9677, Loss: 0.0139 Epoch 48 Batch 509/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9634, Loss: 0.0208 Epoch 48 Batch 510/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0137 Epoch 48 Batch 511/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9634, Loss: 0.0173 Epoch 48 Batch 512/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9585, Loss: 0.0147 Epoch 48 Batch 513/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9585, Loss: 0.0189 Epoch 48 Batch 514/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0175 Epoch 48 Batch 515/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0149 Epoch 48 Batch 516/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9634, Loss: 0.0166 Epoch 48 Batch 517/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0237 Epoch 48 Batch 518/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0191 Epoch 48 Batch 519/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0265 Epoch 48 Batch 520/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9631, Loss: 0.0106 Epoch 48 Batch 521/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9567, Loss: 0.0213 Epoch 48 Batch 522/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9567, Loss: 0.0221 Epoch 48 Batch 523/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0189 Epoch 48 Batch 524/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0198 Epoch 48 Batch 525/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0156 Epoch 48 Batch 526/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9631, Loss: 0.0149 Epoch 48 Batch 527/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9631, Loss: 0.0192 Epoch 48 Batch 528/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0187 Epoch 48 Batch 529/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9577, Loss: 0.0195 Epoch 48 Batch 530/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9553, Loss: 0.0204 Epoch 48 Batch 531/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9553, Loss: 0.0229 Epoch 48 Batch 532/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9577, Loss: 0.0276 Epoch 48 Batch 533/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0157 Epoch 48 Batch 534/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9631, Loss: 0.0221 Epoch 48 Batch 535/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0172 Epoch 48 Batch 536/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9684, Loss: 0.0192 Epoch 48 Batch 537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9684, Loss: 0.0161 Epoch 48 Batch 538/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0160 Epoch 48 Batch 539/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9684, Loss: 0.0242 Epoch 48 Batch 540/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0122 Epoch 48 Batch 541/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0159 Epoch 48 Batch 542/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9631, Loss: 0.0202 Epoch 48 Batch 543/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9648, Loss: 0.0132 Epoch 48 Batch 544/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9698, Loss: 0.0136 Epoch 48 Batch 545/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9677, Loss: 0.0169 Epoch 48 Batch 546/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9673, Loss: 0.0214 Epoch 48 Batch 547/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9506, Loss: 0.0157 Epoch 48 Batch 548/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9556, Loss: 0.0193 Epoch 48 Batch 549/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9581, Loss: 0.0204 Epoch 48 Batch 550/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9585, Loss: 0.0149 Epoch 48 Batch 551/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9549, Loss: 0.0199 Epoch 48 Batch 552/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0208 Epoch 48 Batch 553/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9513, Loss: 0.0261 Epoch 48 Batch 554/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9513, Loss: 0.0180 Epoch 48 Batch 555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9510, Loss: 0.0163 Epoch 48 Batch 556/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9513, Loss: 0.0138 Epoch 48 Batch 557/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9489, Loss: 0.0197 Epoch 48 Batch 558/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9492, Loss: 0.0125 Epoch 48 Batch 559/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9492, Loss: 0.0193 Epoch 48 Batch 560/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9492, Loss: 0.0194 Epoch 48 Batch 561/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9496, Loss: 0.0164 Epoch 48 Batch 562/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9496, Loss: 0.0161 Epoch 48 Batch 563/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9496, Loss: 0.0174 Epoch 48 Batch 564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9467, Loss: 0.0231 Epoch 48 Batch 565/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9460, Loss: 0.0237 Epoch 48 Batch 566/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0241 Epoch 48 Batch 567/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9560, Loss: 0.0199 Epoch 48 Batch 568/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9521, Loss: 0.0162 Epoch 48 Batch 569/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0206 Epoch 48 Batch 570/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9570, Loss: 0.0235 Epoch 48 Batch 571/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9570, Loss: 0.0146 Epoch 48 Batch 572/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9528, Loss: 0.0192 Epoch 48 Batch 573/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9528, Loss: 0.0324 Epoch 48 Batch 574/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9588, Loss: 0.0220 Epoch 48 Batch 575/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0150 Epoch 48 Batch 576/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9460, Loss: 0.0165 Epoch 48 Batch 577/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9389, Loss: 0.0236 Epoch 48 Batch 578/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9496, Loss: 0.0180 Epoch 48 Batch 579/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9545, Loss: 0.0169 Epoch 48 Batch 580/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9542, Loss: 0.0126 Epoch 48 Batch 581/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9556, Loss: 0.0139 Epoch 48 Batch 582/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9457, Loss: 0.0165 Epoch 48 Batch 583/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9545, Loss: 0.0196 Epoch 48 Batch 584/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9549, Loss: 0.0225 Epoch 48 Batch 585/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9549, Loss: 0.0106 Epoch 48 Batch 586/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9606, Loss: 0.0152 Epoch 48 Batch 587/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9606, Loss: 0.0171 Epoch 48 Batch 588/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9638, Loss: 0.0186 Epoch 48 Batch 589/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9641, Loss: 0.0149 Epoch 48 Batch 590/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9641, Loss: 0.0160 Epoch 48 Batch 591/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9663, Loss: 0.0186 Epoch 48 Batch 592/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9663, Loss: 0.0157 Epoch 48 Batch 593/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9659, Loss: 0.0339 Epoch 48 Batch 594/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9702, Loss: 0.0200 Epoch 48 Batch 595/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9702, Loss: 0.0173 Epoch 48 Batch 596/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9702, Loss: 0.0180 Epoch 48 Batch 597/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9645, Loss: 0.0162 Epoch 48 Batch 598/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9602, Loss: 0.0218 Epoch 48 Batch 599/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9602, Loss: 0.0286 Epoch 48 Batch 600/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9648, Loss: 0.0192 Epoch 48 Batch 601/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9602, Loss: 0.0203 Epoch 48 Batch 602/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9751, Loss: 0.0195 Epoch 48 Batch 603/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9801, Loss: 0.0162 Epoch 48 Batch 604/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9744, Loss: 0.0290 Epoch 48 Batch 605/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9727, Loss: 0.0243 Epoch 48 Batch 606/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9780, Loss: 0.0134 Epoch 48 Batch 607/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9759, Loss: 0.0228 Epoch 48 Batch 608/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9780, Loss: 0.0232 Epoch 48 Batch 609/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9716, Loss: 0.0219 Epoch 48 Batch 610/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9741, Loss: 0.0216 Epoch 48 Batch 611/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0168 Epoch 48 Batch 612/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9609, Loss: 0.0162 Epoch 48 Batch 613/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9609, Loss: 0.0207 Epoch 48 Batch 614/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9609, Loss: 0.0134 Epoch 48 Batch 615/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0136 Epoch 48 Batch 616/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9695, Loss: 0.0190 Epoch 48 Batch 617/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9648, Loss: 0.0147 Epoch 48 Batch 618/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0213 Epoch 48 Batch 619/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9574, Loss: 0.0138 Epoch 48 Batch 620/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9574, Loss: 0.0146 Epoch 48 Batch 621/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9574, Loss: 0.0176 Epoch 48 Batch 622/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9574, Loss: 0.0217 Epoch 48 Batch 623/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9574, Loss: 0.0229 Epoch 48 Batch 624/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9570, Loss: 0.0198 Epoch 48 Batch 625/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9620, Loss: 0.0178 Epoch 48 Batch 626/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9641, Loss: 0.0150 Epoch 48 Batch 627/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9641, Loss: 0.0167 Epoch 48 Batch 628/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9673, Loss: 0.0181 Epoch 48 Batch 629/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9673, Loss: 0.0220 Epoch 48 Batch 630/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0157 Epoch 48 Batch 631/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9673, Loss: 0.0271 Epoch 48 Batch 632/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9645, Loss: 0.0119 Epoch 48 Batch 633/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9641, Loss: 0.0154 Epoch 48 Batch 634/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9698, Loss: 0.0127 Epoch 48 Batch 635/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9670, Loss: 0.0234 Epoch 48 Batch 636/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9719, Loss: 0.0186 Epoch 48 Batch 637/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9719, Loss: 0.0177 Epoch 48 Batch 638/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9719, Loss: 0.0163 Epoch 48 Batch 639/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9719, Loss: 0.0246 Epoch 48 Batch 640/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9719, Loss: 0.0166 Epoch 48 Batch 641/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9719, Loss: 0.0156 Epoch 48 Batch 642/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9723, Loss: 0.0152 Epoch 48 Batch 643/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9723, Loss: 0.0154 Epoch 48 Batch 644/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9727, Loss: 0.0144 Epoch 48 Batch 645/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9656, Loss: 0.0195 Epoch 48 Batch 646/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9776, Loss: 0.0158 Epoch 48 Batch 647/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9691, Loss: 0.0203 Epoch 48 Batch 648/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9723, Loss: 0.0134 Epoch 48 Batch 649/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9616, Loss: 0.0146 Epoch 48 Batch 650/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9670, Loss: 0.0160 Epoch 48 Batch 651/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9670, Loss: 0.0144 Epoch 48 Batch 652/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9670, Loss: 0.0195 Epoch 48 Batch 653/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0223 Epoch 48 Batch 654/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0203 Epoch 48 Batch 655/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9677, Loss: 0.0248 Epoch 48 Batch 656/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9673, Loss: 0.0207 Epoch 48 Batch 657/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9627, Loss: 0.0202 Epoch 48 Batch 658/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0132 Epoch 48 Batch 659/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9592, Loss: 0.0151 Epoch 48 Batch 660/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9492, Loss: 0.0163 Epoch 48 Batch 661/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9510, Loss: 0.0144 Epoch 48 Batch 662/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9585, Loss: 0.0174 Epoch 48 Batch 663/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0141 Epoch 48 Batch 664/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0218 Epoch 48 Batch 665/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9496, Loss: 0.0132 Epoch 48 Batch 666/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9471, Loss: 0.0189 Epoch 48 Batch 667/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9464, Loss: 0.0207 Epoch 48 Batch 668/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9467, Loss: 0.0174 Epoch 48 Batch 669/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9517, Loss: 0.0122 Epoch 48 Batch 670/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9517, Loss: 0.0147 Epoch 48 Batch 671/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0202 Epoch 48 Batch 672/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0152 Epoch 48 Batch 673/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9545, Loss: 0.0226 Epoch 48 Batch 674/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9545, Loss: 0.0189 Epoch 48 Batch 675/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9570, Loss: 0.0242 Epoch 48 Batch 676/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9570, Loss: 0.0160 Epoch 48 Batch 677/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0156 Epoch 48 Batch 678/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9549, Loss: 0.0144 Epoch 48 Batch 679/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9545, Loss: 0.0138 Epoch 48 Batch 680/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9496, Loss: 0.0222 Epoch 48 Batch 681/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0173 Epoch 48 Batch 682/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9492, Loss: 0.0159 Epoch 48 Batch 683/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9577, Loss: 0.0142 Epoch 48 Batch 684/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9577, Loss: 0.0193 Epoch 48 Batch 685/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9577, Loss: 0.0240 Epoch 48 Batch 686/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9574, Loss: 0.0134 Epoch 48 Batch 687/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9585, Loss: 0.0165 Epoch 48 Batch 688/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9581, Loss: 0.0160 Epoch 48 Batch 689/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0110 Epoch 48 Batch 690/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9641, Loss: 0.0230 Epoch 48 Batch 691/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9556, Loss: 0.0177 Epoch 48 Batch 692/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9556, Loss: 0.0172 Epoch 48 Batch 693/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9556, Loss: 0.0244 Epoch 48 Batch 694/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9602, Loss: 0.0142 Epoch 48 Batch 695/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0184 Epoch 48 Batch 696/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9656, Loss: 0.0171 Epoch 48 Batch 697/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9656, Loss: 0.0177 Epoch 48 Batch 698/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9727, Loss: 0.0150 Epoch 48 Batch 699/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9773, Loss: 0.0136 Epoch 48 Batch 700/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0170 Epoch 48 Batch 701/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9666, Loss: 0.0167 Epoch 48 Batch 702/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9666, Loss: 0.0276 Epoch 48 Batch 703/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0185 Epoch 48 Batch 704/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9677, Loss: 0.0269 Epoch 48 Batch 705/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9684, Loss: 0.0257 Epoch 48 Batch 706/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9730, Loss: 0.0366 Epoch 48 Batch 707/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9730, Loss: 0.0200 Epoch 48 Batch 708/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9730, Loss: 0.0154 Epoch 48 Batch 709/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9680, Loss: 0.0170 Epoch 48 Batch 710/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9673, Loss: 0.0127 Epoch 48 Batch 711/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0229 Epoch 48 Batch 712/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0175 Epoch 48 Batch 713/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0155 Epoch 48 Batch 714/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9421, Loss: 0.0160 Epoch 48 Batch 715/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0222 Epoch 48 Batch 716/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9471, Loss: 0.0146 Epoch 48 Batch 717/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9428, Loss: 0.0130 Epoch 48 Batch 718/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9474, Loss: 0.0199 Epoch 48 Batch 719/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9567, Loss: 0.0233 Epoch 48 Batch 720/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9563, Loss: 0.0190 Epoch 48 Batch 721/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9563, Loss: 0.0141 Epoch 48 Batch 722/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0152 Epoch 48 Batch 723/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9563, Loss: 0.0202 Epoch 48 Batch 724/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9613, Loss: 0.0243 Epoch 48 Batch 725/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0160 Epoch 48 Batch 726/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9677, Loss: 0.0131 Epoch 48 Batch 727/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9680, Loss: 0.0155 Epoch 48 Batch 728/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9677, Loss: 0.0199 Epoch 48 Batch 729/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9677, Loss: 0.0224 Epoch 48 Batch 730/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0237 Epoch 48 Batch 731/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9723, Loss: 0.0160 Epoch 48 Batch 732/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9723, Loss: 0.0227 Epoch 48 Batch 733/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9680, Loss: 0.0183 Epoch 48 Batch 734/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9656, Loss: 0.0153 Epoch 48 Batch 735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0114 Epoch 48 Batch 736/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9620, Loss: 0.0168 Epoch 48 Batch 737/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9563, Loss: 0.0175 Epoch 48 Batch 738/1077 - Train Accuracy: 0.9857, Validation Accuracy: 0.9517, Loss: 0.0136 Epoch 48 Batch 739/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9521, Loss: 0.0170 Epoch 48 Batch 740/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0125 Epoch 48 Batch 741/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0242 Epoch 48 Batch 742/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9673, Loss: 0.0151 Epoch 48 Batch 743/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9673, Loss: 0.0194 Epoch 48 Batch 744/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9673, Loss: 0.0219 Epoch 48 Batch 745/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9673, Loss: 0.0195 Epoch 48 Batch 746/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9719, Loss: 0.0149 Epoch 48 Batch 747/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0138 Epoch 48 Batch 748/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9624, Loss: 0.0167 Epoch 48 Batch 749/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9624, Loss: 0.0133 Epoch 48 Batch 750/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9602, Loss: 0.0176 Epoch 48 Batch 751/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9553, Loss: 0.0165 Epoch 48 Batch 752/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9553, Loss: 0.0178 Epoch 48 Batch 753/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0143 Epoch 48 Batch 754/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9549, Loss: 0.0178 Epoch 48 Batch 755/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9599, Loss: 0.0200 Epoch 48 Batch 756/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9549, Loss: 0.0158 Epoch 48 Batch 757/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9549, Loss: 0.0192 Epoch 48 Batch 758/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9549, Loss: 0.0145 Epoch 48 Batch 759/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9602, Loss: 0.0190 Epoch 48 Batch 760/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9652, Loss: 0.0199 Epoch 48 Batch 761/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9698, Loss: 0.0170 Epoch 48 Batch 762/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9656, Loss: 0.0160 Epoch 48 Batch 763/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9609, Loss: 0.0189 Epoch 48 Batch 764/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9513, Loss: 0.0143 Epoch 48 Batch 765/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9513, Loss: 0.0243 Epoch 48 Batch 766/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9556, Loss: 0.0205 Epoch 48 Batch 767/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0234 Epoch 48 Batch 768/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9712, Loss: 0.0166 Epoch 48 Batch 769/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9631, Loss: 0.0195 Epoch 48 Batch 770/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9581, Loss: 0.0170 Epoch 48 Batch 771/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9485, Loss: 0.0158 Epoch 48 Batch 772/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9482, Loss: 0.0140 Epoch 48 Batch 773/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0148 Epoch 48 Batch 774/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9599, Loss: 0.0167 Epoch 48 Batch 775/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0137 Epoch 48 Batch 776/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0153 Epoch 48 Batch 777/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9602, Loss: 0.0139 Epoch 48 Batch 778/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9602, Loss: 0.0197 Epoch 48 Batch 779/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9560, Loss: 0.0151 Epoch 48 Batch 780/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9581, Loss: 0.0275 Epoch 48 Batch 781/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9581, Loss: 0.0146 Epoch 48 Batch 782/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9531, Loss: 0.0168 Epoch 48 Batch 783/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9528, Loss: 0.0187 Epoch 48 Batch 784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9521, Loss: 0.0126 Epoch 48 Batch 785/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9521, Loss: 0.0127 Epoch 48 Batch 786/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0164 Epoch 48 Batch 787/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9581, Loss: 0.0146 Epoch 48 Batch 788/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0198 Epoch 48 Batch 789/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9652, Loss: 0.0148 Epoch 48 Batch 790/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9652, Loss: 0.0251 Epoch 48 Batch 791/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9645, Loss: 0.0226 Epoch 48 Batch 792/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9666, Loss: 0.0179 Epoch 48 Batch 793/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9663, Loss: 0.0170 Epoch 48 Batch 794/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9599, Loss: 0.0118 Epoch 48 Batch 795/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9592, Loss: 0.0251 Epoch 48 Batch 796/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0198 Epoch 48 Batch 797/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9549, Loss: 0.0175 Epoch 48 Batch 798/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9549, Loss: 0.0150 Epoch 48 Batch 799/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9556, Loss: 0.0258 Epoch 48 Batch 800/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9542, Loss: 0.0163 Epoch 48 Batch 801/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0161 Epoch 48 Batch 802/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0250 Epoch 48 Batch 803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9609, Loss: 0.0129 Epoch 48 Batch 804/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9609, Loss: 0.0114 Epoch 48 Batch 805/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9545, Loss: 0.0156 Epoch 48 Batch 806/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9545, Loss: 0.0145 Epoch 48 Batch 807/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9503, Loss: 0.0104 Epoch 48 Batch 808/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9556, Loss: 0.0271 Epoch 48 Batch 809/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9510, Loss: 0.0286 Epoch 48 Batch 810/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9464, Loss: 0.0165 Epoch 48 Batch 811/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0197 Epoch 48 Batch 812/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9457, Loss: 0.0200 Epoch 48 Batch 813/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9506, Loss: 0.0181 Epoch 48 Batch 814/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9666, Loss: 0.0157 Epoch 48 Batch 815/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9620, Loss: 0.0245 Epoch 48 Batch 816/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0132 Epoch 48 Batch 817/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9645, Loss: 0.0166 Epoch 48 Batch 818/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9688, Loss: 0.0222 Epoch 48 Batch 819/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9737, Loss: 0.0189 Epoch 48 Batch 820/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9780, Loss: 0.0152 Epoch 48 Batch 821/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9663, Loss: 0.0173 Epoch 48 Batch 822/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9663, Loss: 0.0111 Epoch 48 Batch 823/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9648, Loss: 0.0209 Epoch 48 Batch 824/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9670, Loss: 0.0185 Epoch 48 Batch 825/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9670, Loss: 0.0099 Epoch 48 Batch 826/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9677, Loss: 0.0150 Epoch 48 Batch 827/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9645, Loss: 0.0202 Epoch 48 Batch 828/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0134 Epoch 48 Batch 829/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9549, Loss: 0.0251 Epoch 48 Batch 830/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9574, Loss: 0.0216 Epoch 48 Batch 831/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9574, Loss: 0.0202 Epoch 48 Batch 832/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9574, Loss: 0.0147 Epoch 48 Batch 833/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9620, Loss: 0.0207 Epoch 48 Batch 834/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9620, Loss: 0.0198 Epoch 48 Batch 835/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0143 Epoch 48 Batch 836/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9680, Loss: 0.0154 Epoch 48 Batch 837/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9695, Loss: 0.0232 Epoch 48 Batch 838/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0183 Epoch 48 Batch 839/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9542, Loss: 0.0134 Epoch 48 Batch 840/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9549, Loss: 0.0179 Epoch 48 Batch 841/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9574, Loss: 0.0265 Epoch 48 Batch 842/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9574, Loss: 0.0150 Epoch 48 Batch 843/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9471, Loss: 0.0132 Epoch 48 Batch 844/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9563, Loss: 0.0160 Epoch 48 Batch 845/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9666, Loss: 0.0152 Epoch 48 Batch 846/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9716, Loss: 0.0266 Epoch 48 Batch 847/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0204 Epoch 48 Batch 848/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9666, Loss: 0.0175 Epoch 48 Batch 849/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0118 Epoch 48 Batch 850/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9677, Loss: 0.0275 Epoch 48 Batch 851/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9656, Loss: 0.0277 Epoch 48 Batch 852/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9656, Loss: 0.0247 Epoch 48 Batch 853/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9759, Loss: 0.0184 Epoch 48 Batch 854/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9766, Loss: 0.0177 Epoch 48 Batch 855/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9769, Loss: 0.0210 Epoch 48 Batch 856/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9766, Loss: 0.0189 Epoch 48 Batch 857/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9766, Loss: 0.0143 Epoch 48 Batch 858/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9798, Loss: 0.0116 Epoch 48 Batch 859/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9798, Loss: 0.0194 Epoch 48 Batch 860/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9798, Loss: 0.0191 Epoch 48 Batch 861/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9744, Loss: 0.0156 Epoch 48 Batch 862/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9744, Loss: 0.0197 Epoch 48 Batch 863/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9748, Loss: 0.0152 Epoch 48 Batch 864/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9677, Loss: 0.0189 Epoch 48 Batch 865/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9535, Loss: 0.0182 Epoch 48 Batch 866/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0219 Epoch 48 Batch 867/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9588, Loss: 0.0513 Epoch 48 Batch 868/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9588, Loss: 0.0223 Epoch 48 Batch 869/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9634, Loss: 0.0132 Epoch 48 Batch 870/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9634, Loss: 0.0168 Epoch 48 Batch 871/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9730, Loss: 0.0158 Epoch 48 Batch 872/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9755, Loss: 0.0177 Epoch 48 Batch 873/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9709, Loss: 0.0165 Epoch 48 Batch 874/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9709, Loss: 0.0190 Epoch 48 Batch 875/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9613, Loss: 0.0144 Epoch 48 Batch 876/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9560, Loss: 0.0160 Epoch 48 Batch 877/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9553, Loss: 0.0174 Epoch 48 Batch 878/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0165 Epoch 48 Batch 879/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9553, Loss: 0.0122 Epoch 48 Batch 880/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9606, Loss: 0.0201 Epoch 48 Batch 881/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0196 Epoch 48 Batch 882/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9606, Loss: 0.0176 Epoch 48 Batch 883/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9592, Loss: 0.0256 Epoch 48 Batch 884/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9595, Loss: 0.0197 Epoch 48 Batch 885/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9545, Loss: 0.0104 Epoch 48 Batch 886/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9545, Loss: 0.0199 Epoch 48 Batch 887/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9599, Loss: 0.0213 Epoch 48 Batch 888/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9599, Loss: 0.0197 Epoch 48 Batch 889/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9549, Loss: 0.0170 Epoch 48 Batch 890/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9609, Loss: 0.0165 Epoch 48 Batch 891/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9609, Loss: 0.0124 Epoch 48 Batch 892/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9609, Loss: 0.0188 Epoch 48 Batch 893/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0140 Epoch 48 Batch 894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9560, Loss: 0.0137 Epoch 48 Batch 895/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9506, Loss: 0.0147 Epoch 48 Batch 896/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9506, Loss: 0.0150 Epoch 48 Batch 897/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9556, Loss: 0.0145 Epoch 48 Batch 898/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0204 Epoch 48 Batch 899/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9673, Loss: 0.0192 Epoch 48 Batch 900/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9673, Loss: 0.0181 Epoch 48 Batch 901/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9673, Loss: 0.0275 Epoch 48 Batch 902/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9673, Loss: 0.0245 Epoch 48 Batch 903/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9702, Loss: 0.0171 Epoch 48 Batch 904/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9659, Loss: 0.0163 Epoch 48 Batch 905/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9613, Loss: 0.0148 Epoch 48 Batch 906/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9567, Loss: 0.0141 Epoch 48 Batch 907/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9567, Loss: 0.0215 Epoch 48 Batch 908/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0162 Epoch 48 Batch 909/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9631, Loss: 0.0219 Epoch 48 Batch 910/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9631, Loss: 0.0193 Epoch 48 Batch 911/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9631, Loss: 0.0254 Epoch 48 Batch 912/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0162 Epoch 48 Batch 913/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0209 Epoch 48 Batch 914/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9680, Loss: 0.0492 Epoch 48 Batch 915/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9656, Loss: 0.0157 Epoch 48 Batch 916/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0180 Epoch 48 Batch 917/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9588, Loss: 0.0165 Epoch 48 Batch 918/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9542, Loss: 0.0141 Epoch 48 Batch 919/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9570, Loss: 0.0145 Epoch 48 Batch 920/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9570, Loss: 0.0141 Epoch 48 Batch 921/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0177 Epoch 48 Batch 922/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9570, Loss: 0.0179 Epoch 48 Batch 923/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9570, Loss: 0.0096 Epoch 48 Batch 924/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9613, Loss: 0.0249 Epoch 48 Batch 925/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9613, Loss: 0.0124 Epoch 48 Batch 926/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9652, Loss: 0.0201 Epoch 48 Batch 927/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9609, Loss: 0.0239 Epoch 48 Batch 928/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9556, Loss: 0.0147 Epoch 48 Batch 929/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9556, Loss: 0.0145 Epoch 48 Batch 930/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9556, Loss: 0.0126 Epoch 48 Batch 931/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9553, Loss: 0.0170 Epoch 48 Batch 932/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0164 Epoch 48 Batch 933/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9585, Loss: 0.0190 Epoch 48 Batch 934/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0134 Epoch 48 Batch 935/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0145 Epoch 48 Batch 936/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9677, Loss: 0.0192 Epoch 48 Batch 937/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9684, Loss: 0.0240 Epoch 48 Batch 938/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0206 Epoch 48 Batch 939/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9705, Loss: 0.0230 Epoch 48 Batch 940/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0190 Epoch 48 Batch 941/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9595, Loss: 0.0170 Epoch 48 Batch 942/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9624, Loss: 0.0224 Epoch 48 Batch 943/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9624, Loss: 0.0131 Epoch 48 Batch 944/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0142 Epoch 48 Batch 945/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9670, Loss: 0.0112 Epoch 48 Batch 946/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9723, Loss: 0.0127 Epoch 48 Batch 947/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9659, Loss: 0.0203 Epoch 48 Batch 948/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0178 Epoch 48 Batch 949/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9638, Loss: 0.0157 Epoch 48 Batch 950/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9638, Loss: 0.0151 Epoch 48 Batch 951/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9553, Loss: 0.0212 Epoch 48 Batch 952/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9574, Loss: 0.0123 Epoch 48 Batch 953/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9574, Loss: 0.0124 Epoch 48 Batch 954/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9638, Loss: 0.0218 Epoch 48 Batch 955/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9638, Loss: 0.0227 Epoch 48 Batch 956/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9634, Loss: 0.0183 Epoch 48 Batch 957/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9574, Loss: 0.0138 Epoch 48 Batch 958/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9570, Loss: 0.0179 Epoch 48 Batch 959/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0201 Epoch 48 Batch 960/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9524, Loss: 0.0162 Epoch 48 Batch 961/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9524, Loss: 0.0110 Epoch 48 Batch 962/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9524, Loss: 0.0216 Epoch 48 Batch 963/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9613, Loss: 0.0244 Epoch 48 Batch 964/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9613, Loss: 0.0146 Epoch 48 Batch 965/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9567, Loss: 0.0321 Epoch 48 Batch 966/1077 - Train Accuracy: 0.9817, Validation Accuracy: 0.9588, Loss: 0.0151 Epoch 48 Batch 967/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9588, Loss: 0.0196 Epoch 48 Batch 968/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9588, Loss: 0.0213 Epoch 48 Batch 969/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9567, Loss: 0.0224 Epoch 48 Batch 970/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9606, Loss: 0.0148 Epoch 48 Batch 971/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9606, Loss: 0.0266 Epoch 48 Batch 972/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9556, Loss: 0.0214 Epoch 48 Batch 973/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9560, Loss: 0.0122 Epoch 48 Batch 974/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9560, Loss: 0.0160 Epoch 48 Batch 975/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9560, Loss: 0.0170 Epoch 48 Batch 976/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0175 Epoch 48 Batch 977/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9627, Loss: 0.0106 Epoch 48 Batch 978/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0213 Epoch 48 Batch 979/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9684, Loss: 0.0179 Epoch 48 Batch 980/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9609, Loss: 0.0192 Epoch 48 Batch 981/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9609, Loss: 0.0230 Epoch 48 Batch 982/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9609, Loss: 0.0156 Epoch 48 Batch 983/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9609, Loss: 0.0158 Epoch 48 Batch 984/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9656, Loss: 0.0232 Epoch 48 Batch 985/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9606, Loss: 0.0128 Epoch 48 Batch 986/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0190 Epoch 48 Batch 987/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9624, Loss: 0.0142 Epoch 48 Batch 988/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0189 Epoch 48 Batch 989/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9510, Loss: 0.0180 Epoch 48 Batch 990/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9510, Loss: 0.0222 Epoch 48 Batch 991/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9510, Loss: 0.0158 Epoch 48 Batch 992/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9421, Loss: 0.0205 Epoch 48 Batch 993/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9489, Loss: 0.0156 Epoch 48 Batch 994/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9396, Loss: 0.0145 Epoch 48 Batch 995/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9439, Loss: 0.0155 Epoch 48 Batch 996/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0217 Epoch 48 Batch 997/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9485, Loss: 0.0178 Epoch 48 Batch 998/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9482, Loss: 0.0146 Epoch 48 Batch 999/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9435, Loss: 0.0197 Epoch 48 Batch 1000/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9439, Loss: 0.0200 Epoch 48 Batch 1001/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9439, Loss: 0.0139 Epoch 48 Batch 1002/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9485, Loss: 0.0130 Epoch 48 Batch 1003/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9553, Loss: 0.0212 Epoch 48 Batch 1004/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9492, Loss: 0.0183 Epoch 48 Batch 1005/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9492, Loss: 0.0177 Epoch 48 Batch 1006/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9492, Loss: 0.0144 Epoch 48 Batch 1007/1077 - Train Accuracy: 0.9974, Validation Accuracy: 0.9496, Loss: 0.0105 Epoch 48 Batch 1008/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9503, Loss: 0.0179 Epoch 48 Batch 1009/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9560, Loss: 0.0115 Epoch 48 Batch 1010/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9577, Loss: 0.0124 Epoch 48 Batch 1011/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9577, Loss: 0.0151 Epoch 48 Batch 1012/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9645, Loss: 0.0149 Epoch 48 Batch 1013/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0108 Epoch 48 Batch 1014/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0132 Epoch 48 Batch 1015/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0196 Epoch 48 Batch 1016/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9549, Loss: 0.0163 Epoch 48 Batch 1017/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9485, Loss: 0.0164 Epoch 48 Batch 1018/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9485, Loss: 0.0194 Epoch 48 Batch 1019/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9485, Loss: 0.0250 Epoch 48 Batch 1020/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9471, Loss: 0.0146 Epoch 48 Batch 1021/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9471, Loss: 0.0145 Epoch 48 Batch 1022/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9471, Loss: 0.0150 Epoch 48 Batch 1023/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9471, Loss: 0.0199 Epoch 48 Batch 1024/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0222 Epoch 48 Batch 1025/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9581, Loss: 0.0184 Epoch 48 Batch 1026/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9577, Loss: 0.0176 Epoch 48 Batch 1027/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9698, Loss: 0.0150 Epoch 48 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9698, Loss: 0.0191 Epoch 48 Batch 1029/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9698, Loss: 0.0167 Epoch 48 Batch 1030/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9702, Loss: 0.0146 Epoch 48 Batch 1031/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9702, Loss: 0.0214 Epoch 48 Batch 1032/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9652, Loss: 0.0194 Epoch 48 Batch 1033/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9652, Loss: 0.0183 Epoch 48 Batch 1034/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9599, Loss: 0.0131 Epoch 48 Batch 1035/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0141 Epoch 48 Batch 1036/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9695, Loss: 0.0167 Epoch 48 Batch 1037/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9702, Loss: 0.0170 Epoch 48 Batch 1038/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9652, Loss: 0.0202 Epoch 48 Batch 1039/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9648, Loss: 0.0165 Epoch 48 Batch 1040/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9648, Loss: 0.0158 Epoch 48 Batch 1041/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0275 Epoch 48 Batch 1042/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9592, Loss: 0.0162 Epoch 48 Batch 1043/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9567, Loss: 0.0262 Epoch 48 Batch 1044/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9585, Loss: 0.0194 Epoch 48 Batch 1045/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0178 Epoch 48 Batch 1046/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9446, Loss: 0.0118 Epoch 48 Batch 1047/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9396, Loss: 0.0174 Epoch 48 Batch 1048/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9446, Loss: 0.0242 Epoch 48 Batch 1049/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9442, Loss: 0.0194 Epoch 48 Batch 1050/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9581, Loss: 0.0122 Epoch 48 Batch 1051/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9531, Loss: 0.0236 Epoch 48 Batch 1052/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0149 Epoch 48 Batch 1053/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9627, Loss: 0.0242 Epoch 48 Batch 1054/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9677, Loss: 0.0176 Epoch 48 Batch 1055/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9677, Loss: 0.0219 Epoch 48 Batch 1056/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9723, Loss: 0.0113 Epoch 48 Batch 1057/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9748, Loss: 0.0166 Epoch 48 Batch 1058/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9748, Loss: 0.0195 Epoch 48 Batch 1059/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9705, Loss: 0.0246 Epoch 48 Batch 1060/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9719, Loss: 0.0158 Epoch 48 Batch 1061/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9705, Loss: 0.0248 Epoch 48 Batch 1062/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9695, Loss: 0.0219 Epoch 48 Batch 1063/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9663, Loss: 0.0207 Epoch 48 Batch 1064/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9666, Loss: 0.0217 Epoch 48 Batch 1065/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9648, Loss: 0.0185 Epoch 48 Batch 1066/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9599, Loss: 0.0150 Epoch 48 Batch 1067/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0164 Epoch 48 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9592, Loss: 0.0125 Epoch 48 Batch 1069/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9648, Loss: 0.0129 Epoch 48 Batch 1070/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9698, Loss: 0.0158 Epoch 48 Batch 1071/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9734, Loss: 0.0217 Epoch 48 Batch 1072/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9734, Loss: 0.0189 Epoch 48 Batch 1073/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9645, Loss: 0.0207 Epoch 48 Batch 1074/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9648, Loss: 0.0214 Epoch 48 Batch 1075/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9602, Loss: 0.0243 Epoch 49 Batch 1/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9680, Loss: 0.0115 Epoch 49 Batch 2/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 49 Batch 3/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9624, Loss: 0.0239 Epoch 49 Batch 4/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9616, Loss: 0.0167 Epoch 49 Batch 5/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9616, Loss: 0.0229 Epoch 49 Batch 6/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9641, Loss: 0.0126 Epoch 49 Batch 7/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9648, Loss: 0.0168 Epoch 49 Batch 8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9645, Loss: 0.0170 Epoch 49 Batch 9/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9645, Loss: 0.0186 Epoch 49 Batch 10/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9645, Loss: 0.0165 Epoch 49 Batch 11/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9648, Loss: 0.0280 Epoch 49 Batch 12/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9641, Loss: 0.0183 Epoch 49 Batch 13/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9641, Loss: 0.0290 Epoch 49 Batch 14/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0153 Epoch 49 Batch 15/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9663, Loss: 0.0146 Epoch 49 Batch 16/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9616, Loss: 0.0169 Epoch 49 Batch 17/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9592, Loss: 0.0166 Epoch 49 Batch 18/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9620, Loss: 0.0172 Epoch 49 Batch 19/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9698, Loss: 0.0156 Epoch 49 Batch 20/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9730, Loss: 0.0140 Epoch 49 Batch 21/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9730, Loss: 0.0205 Epoch 49 Batch 22/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9595, Loss: 0.0189 Epoch 49 Batch 23/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9595, Loss: 0.0123 Epoch 49 Batch 24/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9595, Loss: 0.0220 Epoch 49 Batch 25/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9595, Loss: 0.0107 Epoch 49 Batch 26/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9595, Loss: 0.0236 Epoch 49 Batch 27/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9688, Loss: 0.0145 Epoch 49 Batch 28/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9734, Loss: 0.0149 Epoch 49 Batch 29/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9730, Loss: 0.0172 Epoch 49 Batch 30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9730, Loss: 0.0139 Epoch 49 Batch 31/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9688, Loss: 0.0169 Epoch 49 Batch 32/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9688, Loss: 0.0163 Epoch 49 Batch 33/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9769, Loss: 0.0131 Epoch 49 Batch 34/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9769, Loss: 0.0210 Epoch 49 Batch 35/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9716, Loss: 0.0211 Epoch 49 Batch 36/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9716, Loss: 0.0175 Epoch 49 Batch 37/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9716, Loss: 0.0181 Epoch 49 Batch 38/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9719, Loss: 0.0236 Epoch 49 Batch 39/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9719, Loss: 0.0228 Epoch 49 Batch 40/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9599, Loss: 0.0137 Epoch 49 Batch 41/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9599, Loss: 0.0125 Epoch 49 Batch 42/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0264 Epoch 49 Batch 43/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9599, Loss: 0.0104 Epoch 49 Batch 44/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9652, Loss: 0.0132 Epoch 49 Batch 45/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9652, Loss: 0.0183 Epoch 49 Batch 46/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9652, Loss: 0.0235 Epoch 49 Batch 47/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9680, Loss: 0.0162 Epoch 49 Batch 48/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9712, Loss: 0.0266 Epoch 49 Batch 49/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9691, Loss: 0.0240 Epoch 49 Batch 50/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9641, Loss: 0.0146 Epoch 49 Batch 51/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0176 Epoch 49 Batch 52/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9535, Loss: 0.0240 Epoch 49 Batch 53/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9535, Loss: 0.0162 Epoch 49 Batch 54/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0324 Epoch 49 Batch 55/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9588, Loss: 0.0167 Epoch 49 Batch 56/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9634, Loss: 0.0127 Epoch 49 Batch 57/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9556, Loss: 0.0167 Epoch 49 Batch 58/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9556, Loss: 0.0158 Epoch 49 Batch 59/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9553, Loss: 0.0193 Epoch 49 Batch 60/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0130 Epoch 49 Batch 61/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9528, Loss: 0.0170 Epoch 49 Batch 62/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9549, Loss: 0.0203 Epoch 49 Batch 63/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9553, Loss: 0.0146 Epoch 49 Batch 64/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9553, Loss: 0.0143 Epoch 49 Batch 65/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9553, Loss: 0.0128 Epoch 49 Batch 66/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9553, Loss: 0.0088 Epoch 49 Batch 67/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9609, Loss: 0.0154 Epoch 49 Batch 68/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9609, Loss: 0.0209 Epoch 49 Batch 69/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9609, Loss: 0.0271 Epoch 49 Batch 70/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0234 Epoch 49 Batch 71/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9627, Loss: 0.0095 Epoch 49 Batch 72/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9648, Loss: 0.0163 Epoch 49 Batch 73/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9645, Loss: 0.0169 Epoch 49 Batch 74/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9638, Loss: 0.0207 Epoch 49 Batch 75/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9638, Loss: 0.0237 Epoch 49 Batch 76/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0130 Epoch 49 Batch 77/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9531, Loss: 0.0172 Epoch 49 Batch 78/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0170 Epoch 49 Batch 79/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9453, Loss: 0.0153 Epoch 49 Batch 80/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9506, Loss: 0.0172 Epoch 49 Batch 81/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9513, Loss: 0.0137 Epoch 49 Batch 82/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9609, Loss: 0.0168 Epoch 49 Batch 83/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9659, Loss: 0.0136 Epoch 49 Batch 84/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9659, Loss: 0.0168 Epoch 49 Batch 85/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0150 Epoch 49 Batch 86/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9560, Loss: 0.0170 Epoch 49 Batch 87/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9609, Loss: 0.0217 Epoch 49 Batch 88/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9588, Loss: 0.0237 Epoch 49 Batch 89/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9588, Loss: 0.0178 Epoch 49 Batch 90/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0146 Epoch 49 Batch 91/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0172 Epoch 49 Batch 92/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9585, Loss: 0.0177 Epoch 49 Batch 93/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0135 Epoch 49 Batch 94/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0129 Epoch 49 Batch 95/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9563, Loss: 0.0157 Epoch 49 Batch 96/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9616, Loss: 0.0158 Epoch 49 Batch 97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0192 Epoch 49 Batch 98/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9574, Loss: 0.0210 Epoch 49 Batch 99/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9553, Loss: 0.0165 Epoch 49 Batch 100/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9691, Loss: 0.0145 Epoch 49 Batch 101/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9677, Loss: 0.0157 Epoch 49 Batch 102/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9673, Loss: 0.0106 Epoch 49 Batch 103/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9673, Loss: 0.0211 Epoch 49 Batch 104/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9652, Loss: 0.0185 Epoch 49 Batch 105/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0159 Epoch 49 Batch 106/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9595, Loss: 0.0167 Epoch 49 Batch 107/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9595, Loss: 0.0217 Epoch 49 Batch 108/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9606, Loss: 0.0241 Epoch 49 Batch 109/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9712, Loss: 0.0173 Epoch 49 Batch 110/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9684, Loss: 0.0135 Epoch 49 Batch 111/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9691, Loss: 0.0157 Epoch 49 Batch 112/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9638, Loss: 0.0132 Epoch 49 Batch 113/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9624, Loss: 0.0264 Epoch 49 Batch 114/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9624, Loss: 0.0146 Epoch 49 Batch 115/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0157 Epoch 49 Batch 116/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9670, Loss: 0.0239 Epoch 49 Batch 117/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9677, Loss: 0.0164 Epoch 49 Batch 118/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9702, Loss: 0.0149 Epoch 49 Batch 119/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9656, Loss: 0.0108 Epoch 49 Batch 120/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9705, Loss: 0.0177 Epoch 49 Batch 121/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9648, Loss: 0.0186 Epoch 49 Batch 122/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0168 Epoch 49 Batch 123/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0113 Epoch 49 Batch 124/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0222 Epoch 49 Batch 125/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9513, Loss: 0.0258 Epoch 49 Batch 126/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0145 Epoch 49 Batch 127/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9485, Loss: 0.0177 Epoch 49 Batch 128/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9535, Loss: 0.0163 Epoch 49 Batch 129/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9531, Loss: 0.0210 Epoch 49 Batch 130/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9531, Loss: 0.0152 Epoch 49 Batch 131/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9506, Loss: 0.0167 Epoch 49 Batch 132/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9556, Loss: 0.0141 Epoch 49 Batch 133/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9609, Loss: 0.0139 Epoch 49 Batch 134/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9627, Loss: 0.0143 Epoch 49 Batch 135/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9627, Loss: 0.0185 Epoch 49 Batch 136/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9691, Loss: 0.0139 Epoch 49 Batch 137/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9691, Loss: 0.0200 Epoch 49 Batch 138/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0198 Epoch 49 Batch 139/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9716, Loss: 0.0159 Epoch 49 Batch 140/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9648, Loss: 0.0134 Epoch 49 Batch 141/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0206 Epoch 49 Batch 142/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0186 Epoch 49 Batch 143/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9545, Loss: 0.0165 Epoch 49 Batch 144/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9592, Loss: 0.0275 Epoch 49 Batch 145/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9645, Loss: 0.0194 Epoch 49 Batch 146/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9641, Loss: 0.0566 Epoch 49 Batch 147/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9691, Loss: 0.0152 Epoch 49 Batch 148/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9663, Loss: 0.0215 Epoch 49 Batch 149/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9663, Loss: 0.0144 Epoch 49 Batch 150/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9666, Loss: 0.0170 Epoch 49 Batch 151/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9659, Loss: 0.0160 Epoch 49 Batch 152/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0186 Epoch 49 Batch 153/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0264 Epoch 49 Batch 154/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9585, Loss: 0.0162 Epoch 49 Batch 155/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9638, Loss: 0.0179 Epoch 49 Batch 156/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9560, Loss: 0.0145 Epoch 49 Batch 157/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9609, Loss: 0.0159 Epoch 49 Batch 158/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9613, Loss: 0.0207 Epoch 49 Batch 159/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0175 Epoch 49 Batch 160/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9567, Loss: 0.0155 Epoch 49 Batch 161/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9567, Loss: 0.0115 Epoch 49 Batch 162/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9567, Loss: 0.0136 Epoch 49 Batch 163/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9567, Loss: 0.0248 Epoch 49 Batch 164/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0179 Epoch 49 Batch 165/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0231 Epoch 49 Batch 166/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9652, Loss: 0.0190 Epoch 49 Batch 167/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9652, Loss: 0.0123 Epoch 49 Batch 168/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9609, Loss: 0.0236 Epoch 49 Batch 169/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9563, Loss: 0.0173 Epoch 49 Batch 170/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9563, Loss: 0.0186 Epoch 49 Batch 171/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9563, Loss: 0.0148 Epoch 49 Batch 172/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9513, Loss: 0.0120 Epoch 49 Batch 173/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9581, Loss: 0.0176 Epoch 49 Batch 174/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0120 Epoch 49 Batch 175/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9585, Loss: 0.0212 Epoch 49 Batch 176/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0206 Epoch 49 Batch 177/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9680, Loss: 0.0158 Epoch 49 Batch 178/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9680, Loss: 0.0158 Epoch 49 Batch 179/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9680, Loss: 0.0189 Epoch 49 Batch 180/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9727, Loss: 0.0145 Epoch 49 Batch 181/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9727, Loss: 0.0170 Epoch 49 Batch 182/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9727, Loss: 0.0236 Epoch 49 Batch 183/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0155 Epoch 49 Batch 184/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9727, Loss: 0.0181 Epoch 49 Batch 185/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9673, Loss: 0.0179 Epoch 49 Batch 186/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9627, Loss: 0.0161 Epoch 49 Batch 187/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9624, Loss: 0.0130 Epoch 49 Batch 188/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9506, Loss: 0.0172 Epoch 49 Batch 189/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9482, Loss: 0.0147 Epoch 49 Batch 190/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0142 Epoch 49 Batch 191/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9560, Loss: 0.0129 Epoch 49 Batch 192/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0136 Epoch 49 Batch 193/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0129 Epoch 49 Batch 194/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9513, Loss: 0.0144 Epoch 49 Batch 195/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9513, Loss: 0.0158 Epoch 49 Batch 196/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9517, Loss: 0.0121 Epoch 49 Batch 197/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9521, Loss: 0.0238 Epoch 49 Batch 198/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9513, Loss: 0.0204 Epoch 49 Batch 199/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9513, Loss: 0.0131 Epoch 49 Batch 200/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9563, Loss: 0.0167 Epoch 49 Batch 201/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0161 Epoch 49 Batch 202/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9560, Loss: 0.0114 Epoch 49 Batch 203/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0207 Epoch 49 Batch 204/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9556, Loss: 0.0325 Epoch 49 Batch 205/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9624, Loss: 0.0221 Epoch 49 Batch 206/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9624, Loss: 0.0138 Epoch 49 Batch 207/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9659, Loss: 0.0152 Epoch 49 Batch 208/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9659, Loss: 0.0165 Epoch 49 Batch 209/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9616, Loss: 0.0138 Epoch 49 Batch 210/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0185 Epoch 49 Batch 211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9588, Loss: 0.0166 Epoch 49 Batch 212/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9588, Loss: 0.0127 Epoch 49 Batch 213/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9652, Loss: 0.0159 Epoch 49 Batch 214/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9648, Loss: 0.0151 Epoch 49 Batch 215/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9695, Loss: 0.0191 Epoch 49 Batch 216/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9645, Loss: 0.0156 Epoch 49 Batch 217/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9602, Loss: 0.0142 Epoch 49 Batch 218/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9727, Loss: 0.0229 Epoch 49 Batch 219/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9727, Loss: 0.0124 Epoch 49 Batch 220/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9656, Loss: 0.0152 Epoch 49 Batch 221/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9656, Loss: 0.0178 Epoch 49 Batch 222/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0153 Epoch 49 Batch 223/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9663, Loss: 0.0174 Epoch 49 Batch 224/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9599, Loss: 0.0156 Epoch 49 Batch 225/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9570, Loss: 0.0210 Epoch 49 Batch 226/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9567, Loss: 0.0149 Epoch 49 Batch 227/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0216 Epoch 49 Batch 228/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9563, Loss: 0.0156 Epoch 49 Batch 229/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9588, Loss: 0.0149 Epoch 49 Batch 230/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0130 Epoch 49 Batch 231/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9489, Loss: 0.0216 Epoch 49 Batch 232/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9556, Loss: 0.0170 Epoch 49 Batch 233/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9585, Loss: 0.0231 Epoch 49 Batch 234/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9585, Loss: 0.0157 Epoch 49 Batch 235/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9585, Loss: 0.0212 Epoch 49 Batch 236/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9585, Loss: 0.0167 Epoch 49 Batch 237/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9542, Loss: 0.0151 Epoch 49 Batch 238/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0131 Epoch 49 Batch 239/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0097 Epoch 49 Batch 240/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9545, Loss: 0.0117 Epoch 49 Batch 241/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9588, Loss: 0.0109 Epoch 49 Batch 242/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9577, Loss: 0.0174 Epoch 49 Batch 243/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9620, Loss: 0.0233 Epoch 49 Batch 244/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9620, Loss: 0.0153 Epoch 49 Batch 245/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9645, Loss: 0.0138 Epoch 49 Batch 246/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9695, Loss: 0.0181 Epoch 49 Batch 247/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9695, Loss: 0.0200 Epoch 49 Batch 248/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0160 Epoch 49 Batch 249/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0138 Epoch 49 Batch 250/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9659, Loss: 0.0163 Epoch 49 Batch 251/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9716, Loss: 0.0211 Epoch 49 Batch 252/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9769, Loss: 0.0185 Epoch 49 Batch 253/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9769, Loss: 0.0171 Epoch 49 Batch 254/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9645, Loss: 0.0201 Epoch 49 Batch 255/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9602, Loss: 0.0160 Epoch 49 Batch 256/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9606, Loss: 0.0316 Epoch 49 Batch 257/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9606, Loss: 0.0161 Epoch 49 Batch 258/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0166 Epoch 49 Batch 259/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9581, Loss: 0.0190 Epoch 49 Batch 260/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0136 Epoch 49 Batch 261/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9719, Loss: 0.0164 Epoch 49 Batch 262/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9716, Loss: 0.0138 Epoch 49 Batch 263/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0129 Epoch 49 Batch 264/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9680, Loss: 0.0170 Epoch 49 Batch 265/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9705, Loss: 0.0198 Epoch 49 Batch 266/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9656, Loss: 0.0207 Epoch 49 Batch 267/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9656, Loss: 0.0126 Epoch 49 Batch 268/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9641, Loss: 0.0215 Epoch 49 Batch 269/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9666, Loss: 0.0222 Epoch 49 Batch 270/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9670, Loss: 0.0271 Epoch 49 Batch 271/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0167 Epoch 49 Batch 272/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0442 Epoch 49 Batch 273/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9602, Loss: 0.0152 Epoch 49 Batch 274/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9602, Loss: 0.0205 Epoch 49 Batch 275/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9499, Loss: 0.0133 Epoch 49 Batch 276/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0299 Epoch 49 Batch 277/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9588, Loss: 0.0179 Epoch 49 Batch 278/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0228 Epoch 49 Batch 279/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9510, Loss: 0.0175 Epoch 49 Batch 280/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9528, Loss: 0.0209 Epoch 49 Batch 281/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9549, Loss: 0.0189 Epoch 49 Batch 282/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0235 Epoch 49 Batch 283/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9624, Loss: 0.0181 Epoch 49 Batch 284/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9624, Loss: 0.0186 Epoch 49 Batch 285/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9673, Loss: 0.0213 Epoch 49 Batch 286/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9673, Loss: 0.0158 Epoch 49 Batch 287/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9648, Loss: 0.0256 Epoch 49 Batch 288/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0247 Epoch 49 Batch 289/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9634, Loss: 0.0120 Epoch 49 Batch 290/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9641, Loss: 0.0285 Epoch 49 Batch 291/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9670, Loss: 0.0300 Epoch 49 Batch 292/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9616, Loss: 0.0149 Epoch 49 Batch 293/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0142 Epoch 49 Batch 294/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9624, Loss: 0.0153 Epoch 49 Batch 295/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9624, Loss: 0.0165 Epoch 49 Batch 296/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9624, Loss: 0.0166 Epoch 49 Batch 297/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9624, Loss: 0.0215 Epoch 49 Batch 298/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9624, Loss: 0.0223 Epoch 49 Batch 299/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0200 Epoch 49 Batch 300/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9595, Loss: 0.0140 Epoch 49 Batch 301/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9659, Loss: 0.0155 Epoch 49 Batch 302/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9723, Loss: 0.0178 Epoch 49 Batch 303/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9673, Loss: 0.0211 Epoch 49 Batch 304/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9695, Loss: 0.0216 Epoch 49 Batch 305/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9698, Loss: 0.0148 Epoch 49 Batch 306/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0286 Epoch 49 Batch 307/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9510, Loss: 0.0176 Epoch 49 Batch 308/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9510, Loss: 0.0196 Epoch 49 Batch 309/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9496, Loss: 0.0148 Epoch 49 Batch 310/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9549, Loss: 0.0168 Epoch 49 Batch 311/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9574, Loss: 0.0178 Epoch 49 Batch 312/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9521, Loss: 0.0190 Epoch 49 Batch 313/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9521, Loss: 0.0148 Epoch 49 Batch 314/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9432, Loss: 0.0234 Epoch 49 Batch 315/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9432, Loss: 0.0167 Epoch 49 Batch 316/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9545, Loss: 0.0184 Epoch 49 Batch 317/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9503, Loss: 0.0161 Epoch 49 Batch 318/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9499, Loss: 0.0131 Epoch 49 Batch 319/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0227 Epoch 49 Batch 320/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0230 Epoch 49 Batch 321/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9506, Loss: 0.0136 Epoch 49 Batch 322/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9528, Loss: 0.0137 Epoch 49 Batch 323/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9528, Loss: 0.0185 Epoch 49 Batch 324/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9478, Loss: 0.0154 Epoch 49 Batch 325/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9478, Loss: 0.0176 Epoch 49 Batch 326/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0147 Epoch 49 Batch 327/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0231 Epoch 49 Batch 328/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9517, Loss: 0.0182 Epoch 49 Batch 329/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9517, Loss: 0.0161 Epoch 49 Batch 330/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9535, Loss: 0.0162 Epoch 49 Batch 331/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9545, Loss: 0.0157 Epoch 49 Batch 332/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9549, Loss: 0.0113 Epoch 49 Batch 333/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9510, Loss: 0.0129 Epoch 49 Batch 334/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9524, Loss: 0.0111 Epoch 49 Batch 335/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9524, Loss: 0.0198 Epoch 49 Batch 336/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9521, Loss: 0.0545 Epoch 49 Batch 337/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9521, Loss: 0.0172 Epoch 49 Batch 338/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9521, Loss: 0.0282 Epoch 49 Batch 339/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9524, Loss: 0.0119 Epoch 49 Batch 340/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9524, Loss: 0.0170 Epoch 49 Batch 341/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0212 Epoch 49 Batch 342/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0117 Epoch 49 Batch 343/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9588, Loss: 0.0226 Epoch 49 Batch 344/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0196 Epoch 49 Batch 345/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0117 Epoch 49 Batch 346/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9506, Loss: 0.0149 Epoch 49 Batch 347/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9556, Loss: 0.0114 Epoch 49 Batch 348/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9542, Loss: 0.0138 Epoch 49 Batch 349/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9545, Loss: 0.0140 Epoch 49 Batch 350/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9499, Loss: 0.0144 Epoch 49 Batch 351/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9499, Loss: 0.0149 Epoch 49 Batch 352/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9499, Loss: 0.0134 Epoch 49 Batch 353/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9499, Loss: 0.0193 Epoch 49 Batch 354/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9464, Loss: 0.0149 Epoch 49 Batch 355/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9464, Loss: 0.0184 Epoch 49 Batch 356/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9474, Loss: 0.0140 Epoch 49 Batch 357/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9474, Loss: 0.0158 Epoch 49 Batch 358/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9474, Loss: 0.0176 Epoch 49 Batch 359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9521, Loss: 0.0170 Epoch 49 Batch 360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0130 Epoch 49 Batch 361/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9521, Loss: 0.0118 Epoch 49 Batch 362/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9521, Loss: 0.0186 Epoch 49 Batch 363/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9521, Loss: 0.0171 Epoch 49 Batch 364/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0211 Epoch 49 Batch 365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9521, Loss: 0.0107 Epoch 49 Batch 366/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9478, Loss: 0.0130 Epoch 49 Batch 367/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0111 Epoch 49 Batch 368/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9421, Loss: 0.0167 Epoch 49 Batch 369/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9464, Loss: 0.0169 Epoch 49 Batch 370/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9510, Loss: 0.0161 Epoch 49 Batch 371/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9517, Loss: 0.0125 Epoch 49 Batch 372/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9517, Loss: 0.0126 Epoch 49 Batch 373/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9517, Loss: 0.0119 Epoch 49 Batch 374/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9567, Loss: 0.0205 Epoch 49 Batch 375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9567, Loss: 0.0133 Epoch 49 Batch 376/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9567, Loss: 0.0199 Epoch 49 Batch 377/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9517, Loss: 0.0143 Epoch 49 Batch 378/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9570, Loss: 0.0140 Epoch 49 Batch 379/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9567, Loss: 0.0214 Epoch 49 Batch 380/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9567, Loss: 0.0114 Epoch 49 Batch 381/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9567, Loss: 0.0171 Epoch 49 Batch 382/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9567, Loss: 0.0240 Epoch 49 Batch 383/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9567, Loss: 0.0188 Epoch 49 Batch 384/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9567, Loss: 0.0108 Epoch 49 Batch 385/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9545, Loss: 0.0140 Epoch 49 Batch 386/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9545, Loss: 0.0126 Epoch 49 Batch 387/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9545, Loss: 0.0174 Epoch 49 Batch 388/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9570, Loss: 0.0232 Epoch 49 Batch 389/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9545, Loss: 0.0193 Epoch 49 Batch 390/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9588, Loss: 0.0218 Epoch 49 Batch 391/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9648, Loss: 0.0183 Epoch 49 Batch 392/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0231 Epoch 49 Batch 393/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9602, Loss: 0.0153 Epoch 49 Batch 394/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9648, Loss: 0.0170 Epoch 49 Batch 395/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9641, Loss: 0.0161 Epoch 49 Batch 396/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0181 Epoch 49 Batch 397/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9577, Loss: 0.0177 Epoch 49 Batch 398/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9524, Loss: 0.0165 Epoch 49 Batch 399/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0189 Epoch 49 Batch 400/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0165 Epoch 49 Batch 401/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9595, Loss: 0.0120 Epoch 49 Batch 402/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9599, Loss: 0.0133 Epoch 49 Batch 403/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9606, Loss: 0.0290 Epoch 49 Batch 404/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9560, Loss: 0.0203 Epoch 49 Batch 405/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9563, Loss: 0.0193 Epoch 49 Batch 406/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9563, Loss: 0.0162 Epoch 49 Batch 407/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0178 Epoch 49 Batch 408/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9560, Loss: 0.0228 Epoch 49 Batch 409/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0186 Epoch 49 Batch 410/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9464, Loss: 0.0302 Epoch 49 Batch 411/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9464, Loss: 0.0146 Epoch 49 Batch 412/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0147 Epoch 49 Batch 413/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9510, Loss: 0.0137 Epoch 49 Batch 414/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9510, Loss: 0.0133 Epoch 49 Batch 415/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0194 Epoch 49 Batch 416/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0154 Epoch 49 Batch 417/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9574, Loss: 0.0281 Epoch 49 Batch 418/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9503, Loss: 0.0167 Epoch 49 Batch 419/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9503, Loss: 0.0181 Epoch 49 Batch 420/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9503, Loss: 0.0109 Epoch 49 Batch 421/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9503, Loss: 0.0255 Epoch 49 Batch 422/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9556, Loss: 0.0131 Epoch 49 Batch 423/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9556, Loss: 0.0211 Epoch 49 Batch 424/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9581, Loss: 0.0151 Epoch 49 Batch 425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9574, Loss: 0.0115 Epoch 49 Batch 426/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9620, Loss: 0.0177 Epoch 49 Batch 427/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9670, Loss: 0.0177 Epoch 49 Batch 428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9613, Loss: 0.0181 Epoch 49 Batch 429/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9656, Loss: 0.0140 Epoch 49 Batch 430/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0139 Epoch 49 Batch 431/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9645, Loss: 0.0153 Epoch 49 Batch 432/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9517, Loss: 0.0171 Epoch 49 Batch 433/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9414, Loss: 0.0191 Epoch 49 Batch 434/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9368, Loss: 0.0137 Epoch 49 Batch 435/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9343, Loss: 0.0231 Epoch 49 Batch 436/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9293, Loss: 0.0166 Epoch 49 Batch 437/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9347, Loss: 0.0134 Epoch 49 Batch 438/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9347, Loss: 0.0142 Epoch 49 Batch 439/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9364, Loss: 0.0209 Epoch 49 Batch 440/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9343, Loss: 0.0192 Epoch 49 Batch 441/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9375, Loss: 0.0168 Epoch 49 Batch 442/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9350, Loss: 0.0207 Epoch 49 Batch 443/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9467, Loss: 0.0155 Epoch 49 Batch 444/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9457, Loss: 0.0216 Epoch 49 Batch 445/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9442, Loss: 0.0181 Epoch 49 Batch 446/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9467, Loss: 0.0161 Epoch 49 Batch 447/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0138 Epoch 49 Batch 448/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9567, Loss: 0.0190 Epoch 49 Batch 449/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0236 Epoch 49 Batch 450/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0228 Epoch 49 Batch 451/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0185 Epoch 49 Batch 452/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9467, Loss: 0.0164 Epoch 49 Batch 453/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9467, Loss: 0.0195 Epoch 49 Batch 454/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9467, Loss: 0.0250 Epoch 49 Batch 455/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9457, Loss: 0.0200 Epoch 49 Batch 456/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9521, Loss: 0.0246 Epoch 49 Batch 457/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9585, Loss: 0.0164 Epoch 49 Batch 458/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9585, Loss: 0.0228 Epoch 49 Batch 459/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9560, Loss: 0.0180 Epoch 49 Batch 460/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9528, Loss: 0.0193 Epoch 49 Batch 461/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0165 Epoch 49 Batch 462/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9545, Loss: 0.0184 Epoch 49 Batch 463/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9577, Loss: 0.0186 Epoch 49 Batch 464/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9528, Loss: 0.0193 Epoch 49 Batch 465/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9506, Loss: 0.0255 Epoch 49 Batch 466/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9503, Loss: 0.0184 Epoch 49 Batch 467/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9492, Loss: 0.0155 Epoch 49 Batch 468/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9506, Loss: 0.0204 Epoch 49 Batch 469/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9560, Loss: 0.0129 Epoch 49 Batch 470/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9560, Loss: 0.0187 Epoch 49 Batch 471/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0122 Epoch 49 Batch 472/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0181 Epoch 49 Batch 473/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0202 Epoch 49 Batch 474/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0199 Epoch 49 Batch 475/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0184 Epoch 49 Batch 476/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9513, Loss: 0.0171 Epoch 49 Batch 477/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9506, Loss: 0.0206 Epoch 49 Batch 478/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9510, Loss: 0.0173 Epoch 49 Batch 479/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9659, Loss: 0.0282 Epoch 49 Batch 480/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9634, Loss: 0.0143 Epoch 49 Batch 481/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9645, Loss: 0.0183 Epoch 49 Batch 482/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9567, Loss: 0.0193 Epoch 49 Batch 483/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9535, Loss: 0.0229 Epoch 49 Batch 484/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9432, Loss: 0.0221 Epoch 49 Batch 485/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9389, Loss: 0.0191 Epoch 49 Batch 486/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9439, Loss: 0.0165 Epoch 49 Batch 487/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9439, Loss: 0.0137 Epoch 49 Batch 488/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9411, Loss: 0.0149 Epoch 49 Batch 489/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9389, Loss: 0.0151 Epoch 49 Batch 490/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9411, Loss: 0.0200 Epoch 49 Batch 491/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9439, Loss: 0.0251 Epoch 49 Batch 492/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9435, Loss: 0.0216 Epoch 49 Batch 493/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9435, Loss: 0.0119 Epoch 49 Batch 494/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9435, Loss: 0.0145 Epoch 49 Batch 495/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9482, Loss: 0.0157 Epoch 49 Batch 496/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0185 Epoch 49 Batch 497/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0217 Epoch 49 Batch 498/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9631, Loss: 0.0251 Epoch 49 Batch 499/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9634, Loss: 0.0185 Epoch 49 Batch 500/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0138 Epoch 49 Batch 501/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9631, Loss: 0.0127 Epoch 49 Batch 502/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9528, Loss: 0.0226 Epoch 49 Batch 503/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9528, Loss: 0.0147 Epoch 49 Batch 504/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0163 Epoch 49 Batch 505/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9677, Loss: 0.0149 Epoch 49 Batch 506/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9631, Loss: 0.0264 Epoch 49 Batch 507/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9631, Loss: 0.0189 Epoch 49 Batch 508/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9606, Loss: 0.0116 Epoch 49 Batch 509/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0249 Epoch 49 Batch 510/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9506, Loss: 0.0142 Epoch 49 Batch 511/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9499, Loss: 0.0179 Epoch 49 Batch 512/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9474, Loss: 0.0143 Epoch 49 Batch 513/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9567, Loss: 0.0187 Epoch 49 Batch 514/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0148 Epoch 49 Batch 515/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9627, Loss: 0.0172 Epoch 49 Batch 516/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9666, Loss: 0.0174 Epoch 49 Batch 517/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9670, Loss: 0.0180 Epoch 49 Batch 518/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9670, Loss: 0.0170 Epoch 49 Batch 519/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9581, Loss: 0.0209 Epoch 49 Batch 520/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9581, Loss: 0.0117 Epoch 49 Batch 521/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9588, Loss: 0.0189 Epoch 49 Batch 522/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9588, Loss: 0.0239 Epoch 49 Batch 523/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9549, Loss: 0.0189 Epoch 49 Batch 524/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0202 Epoch 49 Batch 525/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0195 Epoch 49 Batch 526/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0162 Epoch 49 Batch 527/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9521, Loss: 0.0158 Epoch 49 Batch 528/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9528, Loss: 0.0189 Epoch 49 Batch 529/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9503, Loss: 0.0180 Epoch 49 Batch 530/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9528, Loss: 0.0217 Epoch 49 Batch 531/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9535, Loss: 0.0206 Epoch 49 Batch 532/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9577, Loss: 0.0276 Epoch 49 Batch 533/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9577, Loss: 0.0154 Epoch 49 Batch 534/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0197 Epoch 49 Batch 535/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0171 Epoch 49 Batch 536/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9638, Loss: 0.0210 Epoch 49 Batch 537/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9641, Loss: 0.0139 Epoch 49 Batch 538/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9641, Loss: 0.0146 Epoch 49 Batch 539/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9645, Loss: 0.0229 Epoch 49 Batch 540/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9691, Loss: 0.0113 Epoch 49 Batch 541/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9730, Loss: 0.0192 Epoch 49 Batch 542/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9734, Loss: 0.0180 Epoch 49 Batch 543/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9702, Loss: 0.0133 Epoch 49 Batch 544/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9585, Loss: 0.0123 Epoch 49 Batch 545/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0146 Epoch 49 Batch 546/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9531, Loss: 0.0174 Epoch 49 Batch 547/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9435, Loss: 0.0150 Epoch 49 Batch 548/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9432, Loss: 0.0177 Epoch 49 Batch 549/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9432, Loss: 0.0202 Epoch 49 Batch 550/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9538, Loss: 0.0151 Epoch 49 Batch 551/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9545, Loss: 0.0218 Epoch 49 Batch 552/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9588, Loss: 0.0203 Epoch 49 Batch 553/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9531, Loss: 0.0260 Epoch 49 Batch 554/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9585, Loss: 0.0201 Epoch 49 Batch 555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0138 Epoch 49 Batch 556/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9585, Loss: 0.0105 Epoch 49 Batch 557/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0163 Epoch 49 Batch 558/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9542, Loss: 0.0137 Epoch 49 Batch 559/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9585, Loss: 0.0164 Epoch 49 Batch 560/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0169 Epoch 49 Batch 561/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9563, Loss: 0.0147 Epoch 49 Batch 562/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0142 Epoch 49 Batch 563/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9535, Loss: 0.0183 Epoch 49 Batch 564/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9599, Loss: 0.0248 Epoch 49 Batch 565/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0243 Epoch 49 Batch 566/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0194 Epoch 49 Batch 567/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9531, Loss: 0.0199 Epoch 49 Batch 568/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9524, Loss: 0.0139 Epoch 49 Batch 569/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0179 Epoch 49 Batch 570/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9560, Loss: 0.0193 Epoch 49 Batch 571/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9531, Loss: 0.0113 Epoch 49 Batch 572/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9577, Loss: 0.0178 Epoch 49 Batch 573/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9535, Loss: 0.0288 Epoch 49 Batch 574/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9585, Loss: 0.0183 Epoch 49 Batch 575/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9585, Loss: 0.0133 Epoch 49 Batch 576/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9563, Loss: 0.0188 Epoch 49 Batch 577/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9563, Loss: 0.0226 Epoch 49 Batch 578/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9560, Loss: 0.0153 Epoch 49 Batch 579/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0164 Epoch 49 Batch 580/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9563, Loss: 0.0149 Epoch 49 Batch 581/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9560, Loss: 0.0147 Epoch 49 Batch 582/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9556, Loss: 0.0142 Epoch 49 Batch 583/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9545, Loss: 0.0204 Epoch 49 Batch 584/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9595, Loss: 0.0186 Epoch 49 Batch 585/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9549, Loss: 0.0122 Epoch 49 Batch 586/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0136 Epoch 49 Batch 587/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9577, Loss: 0.0170 Epoch 49 Batch 588/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9577, Loss: 0.0160 Epoch 49 Batch 589/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9528, Loss: 0.0148 Epoch 49 Batch 590/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9528, Loss: 0.0167 Epoch 49 Batch 591/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9577, Loss: 0.0144 Epoch 49 Batch 592/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9677, Loss: 0.0165 Epoch 49 Batch 593/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9673, Loss: 0.0284 Epoch 49 Batch 594/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9670, Loss: 0.0180 Epoch 49 Batch 595/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0220 Epoch 49 Batch 596/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9719, Loss: 0.0201 Epoch 49 Batch 597/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9723, Loss: 0.0157 Epoch 49 Batch 598/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9631, Loss: 0.0202 Epoch 49 Batch 599/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9634, Loss: 0.0246 Epoch 49 Batch 600/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9680, Loss: 0.0216 Epoch 49 Batch 601/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9684, Loss: 0.0167 Epoch 49 Batch 602/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9727, Loss: 0.0198 Epoch 49 Batch 603/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9727, Loss: 0.0224 Epoch 49 Batch 604/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9723, Loss: 0.0304 Epoch 49 Batch 605/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0224 Epoch 49 Batch 606/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9727, Loss: 0.0146 Epoch 49 Batch 607/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9705, Loss: 0.0219 Epoch 49 Batch 608/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9727, Loss: 0.0238 Epoch 49 Batch 609/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9727, Loss: 0.0222 Epoch 49 Batch 610/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9663, Loss: 0.0202 Epoch 49 Batch 611/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0164 Epoch 49 Batch 612/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9609, Loss: 0.0127 Epoch 49 Batch 613/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9609, Loss: 0.0185 Epoch 49 Batch 614/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9609, Loss: 0.0148 Epoch 49 Batch 615/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9609, Loss: 0.0145 Epoch 49 Batch 616/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0154 Epoch 49 Batch 617/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9588, Loss: 0.0155 Epoch 49 Batch 618/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0203 Epoch 49 Batch 619/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9652, Loss: 0.0138 Epoch 49 Batch 620/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9631, Loss: 0.0141 Epoch 49 Batch 621/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9684, Loss: 0.0171 Epoch 49 Batch 622/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9549, Loss: 0.0234 Epoch 49 Batch 623/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9499, Loss: 0.0217 Epoch 49 Batch 624/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9503, Loss: 0.0190 Epoch 49 Batch 625/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9570, Loss: 0.0196 Epoch 49 Batch 626/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0148 Epoch 49 Batch 627/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9517, Loss: 0.0165 Epoch 49 Batch 628/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9460, Loss: 0.0169 Epoch 49 Batch 629/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9460, Loss: 0.0177 Epoch 49 Batch 630/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9485, Loss: 0.0160 Epoch 49 Batch 631/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9517, Loss: 0.0190 Epoch 49 Batch 632/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9538, Loss: 0.0135 Epoch 49 Batch 633/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0179 Epoch 49 Batch 634/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9620, Loss: 0.0163 Epoch 49 Batch 635/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9595, Loss: 0.0208 Epoch 49 Batch 636/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9595, Loss: 0.0166 Epoch 49 Batch 637/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0163 Epoch 49 Batch 638/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9648, Loss: 0.0165 Epoch 49 Batch 639/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9652, Loss: 0.0218 Epoch 49 Batch 640/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9698, Loss: 0.0144 Epoch 49 Batch 641/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9748, Loss: 0.0149 Epoch 49 Batch 642/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9748, Loss: 0.0155 Epoch 49 Batch 643/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0125 Epoch 49 Batch 644/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9727, Loss: 0.0125 Epoch 49 Batch 645/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9673, Loss: 0.0170 Epoch 49 Batch 646/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9698, Loss: 0.0147 Epoch 49 Batch 647/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0186 Epoch 49 Batch 648/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9691, Loss: 0.0147 Epoch 49 Batch 649/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9663, Loss: 0.0141 Epoch 49 Batch 650/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9680, Loss: 0.0169 Epoch 49 Batch 651/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9684, Loss: 0.0154 Epoch 49 Batch 652/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 49 Batch 653/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9616, Loss: 0.0211 Epoch 49 Batch 654/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0161 Epoch 49 Batch 655/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9641, Loss: 0.0240 Epoch 49 Batch 656/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9553, Loss: 0.0184 Epoch 49 Batch 657/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9528, Loss: 0.0218 Epoch 49 Batch 658/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9496, Loss: 0.0110 Epoch 49 Batch 659/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9496, Loss: 0.0159 Epoch 49 Batch 660/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9446, Loss: 0.0184 Epoch 49 Batch 661/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9570, Loss: 0.0158 Epoch 49 Batch 662/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9567, Loss: 0.0181 Epoch 49 Batch 663/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9563, Loss: 0.0125 Epoch 49 Batch 664/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9542, Loss: 0.0177 Epoch 49 Batch 665/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9446, Loss: 0.0131 Epoch 49 Batch 666/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9478, Loss: 0.0229 Epoch 49 Batch 667/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9432, Loss: 0.0175 Epoch 49 Batch 668/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9485, Loss: 0.0174 Epoch 49 Batch 669/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9506, Loss: 0.0130 Epoch 49 Batch 670/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9474, Loss: 0.0159 Epoch 49 Batch 671/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9521, Loss: 0.0166 Epoch 49 Batch 672/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9563, Loss: 0.0132 Epoch 49 Batch 673/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9613, Loss: 0.0189 Epoch 49 Batch 674/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9570, Loss: 0.0162 Epoch 49 Batch 675/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9570, Loss: 0.0219 Epoch 49 Batch 676/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9574, Loss: 0.0203 Epoch 49 Batch 677/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9574, Loss: 0.0183 Epoch 49 Batch 678/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9528, Loss: 0.0105 Epoch 49 Batch 679/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9528, Loss: 0.0127 Epoch 49 Batch 680/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9478, Loss: 0.0211 Epoch 49 Batch 681/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0175 Epoch 49 Batch 682/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9542, Loss: 0.0157 Epoch 49 Batch 683/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9538, Loss: 0.0156 Epoch 49 Batch 684/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0199 Epoch 49 Batch 685/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9585, Loss: 0.0241 Epoch 49 Batch 686/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9581, Loss: 0.0167 Epoch 49 Batch 687/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0176 Epoch 49 Batch 688/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9556, Loss: 0.0145 Epoch 49 Batch 689/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0111 Epoch 49 Batch 690/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9503, Loss: 0.0184 Epoch 49 Batch 691/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0181 Epoch 49 Batch 692/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9510, Loss: 0.0170 Epoch 49 Batch 693/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9513, Loss: 0.0297 Epoch 49 Batch 694/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9560, Loss: 0.0149 Epoch 49 Batch 695/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0200 Epoch 49 Batch 696/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9606, Loss: 0.0165 Epoch 49 Batch 697/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0156 Epoch 49 Batch 698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0142 Epoch 49 Batch 699/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9574, Loss: 0.0127 Epoch 49 Batch 700/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0173 Epoch 49 Batch 701/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9574, Loss: 0.0168 Epoch 49 Batch 702/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9574, Loss: 0.0276 Epoch 49 Batch 703/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9577, Loss: 0.0140 Epoch 49 Batch 704/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9624, Loss: 0.0250 Epoch 49 Batch 705/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9631, Loss: 0.0212 Epoch 49 Batch 706/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9684, Loss: 0.0361 Epoch 49 Batch 707/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9638, Loss: 0.0201 Epoch 49 Batch 708/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9535, Loss: 0.0155 Epoch 49 Batch 709/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9535, Loss: 0.0203 Epoch 49 Batch 710/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9535, Loss: 0.0154 Epoch 49 Batch 711/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9588, Loss: 0.0220 Epoch 49 Batch 712/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0137 Epoch 49 Batch 713/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9474, Loss: 0.0125 Epoch 49 Batch 714/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9517, Loss: 0.0212 Epoch 49 Batch 715/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9513, Loss: 0.0139 Epoch 49 Batch 716/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9471, Loss: 0.0160 Epoch 49 Batch 717/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9471, Loss: 0.0095 Epoch 49 Batch 718/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9464, Loss: 0.0184 Epoch 49 Batch 719/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9464, Loss: 0.0177 Epoch 49 Batch 720/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9464, Loss: 0.0194 Epoch 49 Batch 721/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9464, Loss: 0.0146 Epoch 49 Batch 722/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9464, Loss: 0.0147 Epoch 49 Batch 723/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9517, Loss: 0.0151 Epoch 49 Batch 724/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9471, Loss: 0.0179 Epoch 49 Batch 725/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9474, Loss: 0.0140 Epoch 49 Batch 726/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9538, Loss: 0.0133 Epoch 49 Batch 727/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9588, Loss: 0.0152 Epoch 49 Batch 728/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9592, Loss: 0.0193 Epoch 49 Batch 729/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0216 Epoch 49 Batch 730/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0248 Epoch 49 Batch 731/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9574, Loss: 0.0137 Epoch 49 Batch 732/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9574, Loss: 0.0182 Epoch 49 Batch 733/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9585, Loss: 0.0208 Epoch 49 Batch 734/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9517, Loss: 0.0138 Epoch 49 Batch 735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0118 Epoch 49 Batch 736/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9517, Loss: 0.0162 Epoch 49 Batch 737/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9492, Loss: 0.0169 Epoch 49 Batch 738/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9485, Loss: 0.0084 Epoch 49 Batch 739/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9499, Loss: 0.0145 Epoch 49 Batch 740/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9439, Loss: 0.0148 Epoch 49 Batch 741/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9442, Loss: 0.0227 Epoch 49 Batch 742/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0177 Epoch 49 Batch 743/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9595, Loss: 0.0150 Epoch 49 Batch 744/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9595, Loss: 0.0201 Epoch 49 Batch 745/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0158 Epoch 49 Batch 746/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0148 Epoch 49 Batch 747/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9545, Loss: 0.0134 Epoch 49 Batch 748/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9677, Loss: 0.0124 Epoch 49 Batch 749/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9634, Loss: 0.0121 Epoch 49 Batch 750/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0141 Epoch 49 Batch 751/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9702, Loss: 0.0165 Epoch 49 Batch 752/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9702, Loss: 0.0195 Epoch 49 Batch 753/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9695, Loss: 0.0180 Epoch 49 Batch 754/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0154 Epoch 49 Batch 755/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9616, Loss: 0.0159 Epoch 49 Batch 756/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9616, Loss: 0.0136 Epoch 49 Batch 757/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9616, Loss: 0.0141 Epoch 49 Batch 758/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9670, Loss: 0.0123 Epoch 49 Batch 759/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9719, Loss: 0.0192 Epoch 49 Batch 760/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9673, Loss: 0.0208 Epoch 49 Batch 761/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9673, Loss: 0.0156 Epoch 49 Batch 762/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9673, Loss: 0.0153 Epoch 49 Batch 763/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9677, Loss: 0.0170 Epoch 49 Batch 764/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9634, Loss: 0.0133 Epoch 49 Batch 765/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9634, Loss: 0.0205 Epoch 49 Batch 766/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9634, Loss: 0.0204 Epoch 49 Batch 767/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9627, Loss: 0.0181 Epoch 49 Batch 768/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9641, Loss: 0.0150 Epoch 49 Batch 769/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0175 Epoch 49 Batch 770/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9673, Loss: 0.0176 Epoch 49 Batch 771/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9624, Loss: 0.0139 Epoch 49 Batch 772/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9624, Loss: 0.0151 Epoch 49 Batch 773/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9624, Loss: 0.0152 Epoch 49 Batch 774/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9624, Loss: 0.0145 Epoch 49 Batch 775/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0163 Epoch 49 Batch 776/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9627, Loss: 0.0173 Epoch 49 Batch 777/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9680, Loss: 0.0131 Epoch 49 Batch 778/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9680, Loss: 0.0197 Epoch 49 Batch 779/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9705, Loss: 0.0151 Epoch 49 Batch 780/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0253 Epoch 49 Batch 781/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9656, Loss: 0.0126 Epoch 49 Batch 782/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9705, Loss: 0.0182 Epoch 49 Batch 783/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9705, Loss: 0.0192 Epoch 49 Batch 784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9705, Loss: 0.0122 Epoch 49 Batch 785/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9656, Loss: 0.0132 Epoch 49 Batch 786/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9656, Loss: 0.0147 Epoch 49 Batch 787/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9702, Loss: 0.0134 Epoch 49 Batch 788/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0194 Epoch 49 Batch 789/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9648, Loss: 0.0185 Epoch 49 Batch 790/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9645, Loss: 0.0227 Epoch 49 Batch 791/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9599, Loss: 0.0181 Epoch 49 Batch 792/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9556, Loss: 0.0196 Epoch 49 Batch 793/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9503, Loss: 0.0165 Epoch 49 Batch 794/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9499, Loss: 0.0124 Epoch 49 Batch 795/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9513, Loss: 0.0190 Epoch 49 Batch 796/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9563, Loss: 0.0211 Epoch 49 Batch 797/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9563, Loss: 0.0189 Epoch 49 Batch 798/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9666, Loss: 0.0213 Epoch 49 Batch 799/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9624, Loss: 0.0241 Epoch 49 Batch 800/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9648, Loss: 0.0178 Epoch 49 Batch 801/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0169 Epoch 49 Batch 802/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9592, Loss: 0.0218 Epoch 49 Batch 803/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0164 Epoch 49 Batch 804/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9510, Loss: 0.0097 Epoch 49 Batch 805/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0169 Epoch 49 Batch 806/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9556, Loss: 0.0130 Epoch 49 Batch 807/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9496, Loss: 0.0117 Epoch 49 Batch 808/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9542, Loss: 0.0291 Epoch 49 Batch 809/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0293 Epoch 49 Batch 810/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0176 Epoch 49 Batch 811/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9521, Loss: 0.0188 Epoch 49 Batch 812/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0198 Epoch 49 Batch 813/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9499, Loss: 0.0147 Epoch 49 Batch 814/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0164 Epoch 49 Batch 815/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0218 Epoch 49 Batch 816/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9645, Loss: 0.0147 Epoch 49 Batch 817/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9616, Loss: 0.0156 Epoch 49 Batch 818/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9616, Loss: 0.0216 Epoch 49 Batch 819/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0183 Epoch 49 Batch 820/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9659, Loss: 0.0137 Epoch 49 Batch 821/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9659, Loss: 0.0154 Epoch 49 Batch 822/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9677, Loss: 0.0130 Epoch 49 Batch 823/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9666, Loss: 0.0207 Epoch 49 Batch 824/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9716, Loss: 0.0196 Epoch 49 Batch 825/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9659, Loss: 0.0135 Epoch 49 Batch 826/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9659, Loss: 0.0155 Epoch 49 Batch 827/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9616, Loss: 0.0154 Epoch 49 Batch 828/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0116 Epoch 49 Batch 829/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0239 Epoch 49 Batch 830/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9705, Loss: 0.0201 Epoch 49 Batch 831/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9730, Loss: 0.0196 Epoch 49 Batch 832/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9698, Loss: 0.0126 Epoch 49 Batch 833/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0169 Epoch 49 Batch 834/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9592, Loss: 0.0173 Epoch 49 Batch 835/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9592, Loss: 0.0160 Epoch 49 Batch 836/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9716, Loss: 0.0144 Epoch 49 Batch 837/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9716, Loss: 0.0263 Epoch 49 Batch 838/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9769, Loss: 0.0187 Epoch 49 Batch 839/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0123 Epoch 49 Batch 840/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9709, Loss: 0.0177 Epoch 49 Batch 841/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9709, Loss: 0.0269 Epoch 49 Batch 842/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9712, Loss: 0.0135 Epoch 49 Batch 843/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9712, Loss: 0.0145 Epoch 49 Batch 844/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9712, Loss: 0.0138 Epoch 49 Batch 845/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9712, Loss: 0.0141 Epoch 49 Batch 846/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9663, Loss: 0.0219 Epoch 49 Batch 847/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9641, Loss: 0.0191 Epoch 49 Batch 848/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9592, Loss: 0.0158 Epoch 49 Batch 849/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0108 Epoch 49 Batch 850/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9620, Loss: 0.0224 Epoch 49 Batch 851/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9670, Loss: 0.0259 Epoch 49 Batch 852/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9719, Loss: 0.0230 Epoch 49 Batch 853/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9719, Loss: 0.0173 Epoch 49 Batch 854/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0169 Epoch 49 Batch 855/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9691, Loss: 0.0192 Epoch 49 Batch 856/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9688, Loss: 0.0188 Epoch 49 Batch 857/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9634, Loss: 0.0157 Epoch 49 Batch 858/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9634, Loss: 0.0117 Epoch 49 Batch 859/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0192 Epoch 49 Batch 860/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9762, Loss: 0.0170 Epoch 49 Batch 861/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9716, Loss: 0.0136 Epoch 49 Batch 862/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9719, Loss: 0.0204 Epoch 49 Batch 863/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0164 Epoch 49 Batch 864/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9627, Loss: 0.0173 Epoch 49 Batch 865/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0217 Epoch 49 Batch 866/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9563, Loss: 0.0228 Epoch 49 Batch 867/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9563, Loss: 0.0535 Epoch 49 Batch 868/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9677, Loss: 0.0200 Epoch 49 Batch 869/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9663, Loss: 0.0139 Epoch 49 Batch 870/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9666, Loss: 0.0164 Epoch 49 Batch 871/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9670, Loss: 0.0192 Epoch 49 Batch 872/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9624, Loss: 0.0171 Epoch 49 Batch 873/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9624, Loss: 0.0178 Epoch 49 Batch 874/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9609, Loss: 0.0181 Epoch 49 Batch 875/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0144 Epoch 49 Batch 876/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9581, Loss: 0.0167 Epoch 49 Batch 877/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0152 Epoch 49 Batch 878/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0138 Epoch 49 Batch 879/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9606, Loss: 0.0133 Epoch 49 Batch 880/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0198 Epoch 49 Batch 881/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9563, Loss: 0.0172 Epoch 49 Batch 882/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9563, Loss: 0.0138 Epoch 49 Batch 883/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9656, Loss: 0.0243 Epoch 49 Batch 884/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9656, Loss: 0.0209 Epoch 49 Batch 885/1077 - Train Accuracy: 0.9869, Validation Accuracy: 0.9641, Loss: 0.0097 Epoch 49 Batch 886/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9648, Loss: 0.0200 Epoch 49 Batch 887/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9599, Loss: 0.0203 Epoch 49 Batch 888/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9599, Loss: 0.0211 Epoch 49 Batch 889/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9613, Loss: 0.0164 Epoch 49 Batch 890/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9563, Loss: 0.0190 Epoch 49 Batch 891/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9563, Loss: 0.0139 Epoch 49 Batch 892/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0193 Epoch 49 Batch 893/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9567, Loss: 0.0152 Epoch 49 Batch 894/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9616, Loss: 0.0142 Epoch 49 Batch 895/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9567, Loss: 0.0157 Epoch 49 Batch 896/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9567, Loss: 0.0180 Epoch 49 Batch 897/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9517, Loss: 0.0164 Epoch 49 Batch 898/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0209 Epoch 49 Batch 899/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0191 Epoch 49 Batch 900/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0173 Epoch 49 Batch 901/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9624, Loss: 0.0241 Epoch 49 Batch 902/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9627, Loss: 0.0254 Epoch 49 Batch 903/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9677, Loss: 0.0201 Epoch 49 Batch 904/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9677, Loss: 0.0190 Epoch 49 Batch 905/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9673, Loss: 0.0140 Epoch 49 Batch 906/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9673, Loss: 0.0137 Epoch 49 Batch 907/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9648, Loss: 0.0178 Epoch 49 Batch 908/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9695, Loss: 0.0186 Epoch 49 Batch 909/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9695, Loss: 0.0233 Epoch 49 Batch 910/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9688, Loss: 0.0210 Epoch 49 Batch 911/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9688, Loss: 0.0203 Epoch 49 Batch 912/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9688, Loss: 0.0161 Epoch 49 Batch 913/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9691, Loss: 0.0231 Epoch 49 Batch 914/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9737, Loss: 0.0456 Epoch 49 Batch 915/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9719, Loss: 0.0189 Epoch 49 Batch 916/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9719, Loss: 0.0161 Epoch 49 Batch 917/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0211 Epoch 49 Batch 918/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9659, Loss: 0.0148 Epoch 49 Batch 919/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0110 Epoch 49 Batch 920/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9659, Loss: 0.0158 Epoch 49 Batch 921/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9659, Loss: 0.0190 Epoch 49 Batch 922/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9659, Loss: 0.0181 Epoch 49 Batch 923/1077 - Train Accuracy: 0.9979, Validation Accuracy: 0.9659, Loss: 0.0083 Epoch 49 Batch 924/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9659, Loss: 0.0218 Epoch 49 Batch 925/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9659, Loss: 0.0133 Epoch 49 Batch 926/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9659, Loss: 0.0159 Epoch 49 Batch 927/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9609, Loss: 0.0203 Epoch 49 Batch 928/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9599, Loss: 0.0165 Epoch 49 Batch 929/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0124 Epoch 49 Batch 930/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0135 Epoch 49 Batch 931/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9613, Loss: 0.0150 Epoch 49 Batch 932/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9616, Loss: 0.0142 Epoch 49 Batch 933/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9616, Loss: 0.0168 Epoch 49 Batch 934/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9666, Loss: 0.0151 Epoch 49 Batch 935/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9666, Loss: 0.0138 Epoch 49 Batch 936/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9673, Loss: 0.0181 Epoch 49 Batch 937/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9691, Loss: 0.0203 Epoch 49 Batch 938/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9695, Loss: 0.0200 Epoch 49 Batch 939/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9695, Loss: 0.0276 Epoch 49 Batch 940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0134 Epoch 49 Batch 941/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9688, Loss: 0.0153 Epoch 49 Batch 942/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9638, Loss: 0.0237 Epoch 49 Batch 943/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9673, Loss: 0.0128 Epoch 49 Batch 944/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9673, Loss: 0.0163 Epoch 49 Batch 945/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9673, Loss: 0.0095 Epoch 49 Batch 946/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9673, Loss: 0.0134 Epoch 49 Batch 947/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9631, Loss: 0.0186 Epoch 49 Batch 948/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0182 Epoch 49 Batch 949/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9592, Loss: 0.0152 Epoch 49 Batch 950/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9592, Loss: 0.0145 Epoch 49 Batch 951/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0153 Epoch 49 Batch 952/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9588, Loss: 0.0104 Epoch 49 Batch 953/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9613, Loss: 0.0119 Epoch 49 Batch 954/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9613, Loss: 0.0222 Epoch 49 Batch 955/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9613, Loss: 0.0182 Epoch 49 Batch 956/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9613, Loss: 0.0182 Epoch 49 Batch 957/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9638, Loss: 0.0155 Epoch 49 Batch 958/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9638, Loss: 0.0138 Epoch 49 Batch 959/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9638, Loss: 0.0173 Epoch 49 Batch 960/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9680, Loss: 0.0141 Epoch 49 Batch 961/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9680, Loss: 0.0121 Epoch 49 Batch 962/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9680, Loss: 0.0226 Epoch 49 Batch 963/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9680, Loss: 0.0215 Epoch 49 Batch 964/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0124 Epoch 49 Batch 965/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9592, Loss: 0.0299 Epoch 49 Batch 966/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9588, Loss: 0.0160 Epoch 49 Batch 967/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9638, Loss: 0.0210 Epoch 49 Batch 968/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9638, Loss: 0.0267 Epoch 49 Batch 969/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0262 Epoch 49 Batch 970/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0148 Epoch 49 Batch 971/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0236 Epoch 49 Batch 972/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9627, Loss: 0.0185 Epoch 49 Batch 973/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9627, Loss: 0.0120 Epoch 49 Batch 974/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0146 Epoch 49 Batch 975/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9609, Loss: 0.0144 Epoch 49 Batch 976/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0137 Epoch 49 Batch 977/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9609, Loss: 0.0094 Epoch 49 Batch 978/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9606, Loss: 0.0204 Epoch 49 Batch 979/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9606, Loss: 0.0157 Epoch 49 Batch 980/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9606, Loss: 0.0186 Epoch 49 Batch 981/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9606, Loss: 0.0236 Epoch 49 Batch 982/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9613, Loss: 0.0177 Epoch 49 Batch 983/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9656, Loss: 0.0158 Epoch 49 Batch 984/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9659, Loss: 0.0215 Epoch 49 Batch 985/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9659, Loss: 0.0135 Epoch 49 Batch 986/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0157 Epoch 49 Batch 987/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9599, Loss: 0.0131 Epoch 49 Batch 988/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9645, Loss: 0.0188 Epoch 49 Batch 989/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9602, Loss: 0.0206 Epoch 49 Batch 990/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9499, Loss: 0.0190 Epoch 49 Batch 991/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9379, Loss: 0.0168 Epoch 49 Batch 992/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9332, Loss: 0.0197 Epoch 49 Batch 993/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9336, Loss: 0.0132 Epoch 49 Batch 994/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9432, Loss: 0.0166 Epoch 49 Batch 995/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9446, Loss: 0.0138 Epoch 49 Batch 996/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9375, Loss: 0.0162 Epoch 49 Batch 997/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9467, Loss: 0.0173 Epoch 49 Batch 998/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9425, Loss: 0.0153 Epoch 49 Batch 999/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0227 Epoch 49 Batch 1000/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9421, Loss: 0.0156 Epoch 49 Batch 1001/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9457, Loss: 0.0145 Epoch 49 Batch 1002/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9407, Loss: 0.0113 Epoch 49 Batch 1003/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0190 Epoch 49 Batch 1004/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9375, Loss: 0.0151 Epoch 49 Batch 1005/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9432, Loss: 0.0198 Epoch 49 Batch 1006/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9425, Loss: 0.0132 Epoch 49 Batch 1007/1077 - Train Accuracy: 0.9978, Validation Accuracy: 0.9428, Loss: 0.0114 Epoch 49 Batch 1008/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9375, Loss: 0.0182 Epoch 49 Batch 1009/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9428, Loss: 0.0151 Epoch 49 Batch 1010/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9432, Loss: 0.0160 Epoch 49 Batch 1011/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9478, Loss: 0.0175 Epoch 49 Batch 1012/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9556, Loss: 0.0138 Epoch 49 Batch 1013/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0109 Epoch 49 Batch 1014/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0134 Epoch 49 Batch 1015/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9648, Loss: 0.0209 Epoch 49 Batch 1016/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9613, Loss: 0.0153 Epoch 49 Batch 1017/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9613, Loss: 0.0137 Epoch 49 Batch 1018/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9638, Loss: 0.0219 Epoch 49 Batch 1019/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9634, Loss: 0.0251 Epoch 49 Batch 1020/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0137 Epoch 49 Batch 1021/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9585, Loss: 0.0176 Epoch 49 Batch 1022/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9645, Loss: 0.0175 Epoch 49 Batch 1023/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9645, Loss: 0.0179 Epoch 49 Batch 1024/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0208 Epoch 49 Batch 1025/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9677, Loss: 0.0190 Epoch 49 Batch 1026/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9680, Loss: 0.0177 Epoch 49 Batch 1027/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9677, Loss: 0.0138 Epoch 49 Batch 1028/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9677, Loss: 0.0174 Epoch 49 Batch 1029/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9677, Loss: 0.0159 Epoch 49 Batch 1030/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9673, Loss: 0.0122 Epoch 49 Batch 1031/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9670, Loss: 0.0226 Epoch 49 Batch 1032/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9716, Loss: 0.0212 Epoch 49 Batch 1033/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9716, Loss: 0.0190 Epoch 49 Batch 1034/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9716, Loss: 0.0147 Epoch 49 Batch 1035/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9716, Loss: 0.0120 Epoch 49 Batch 1036/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9716, Loss: 0.0215 Epoch 49 Batch 1037/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9716, Loss: 0.0164 Epoch 49 Batch 1038/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9712, Loss: 0.0234 Epoch 49 Batch 1039/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0142 Epoch 49 Batch 1040/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9670, Loss: 0.0190 Epoch 49 Batch 1041/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0255 Epoch 49 Batch 1042/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9645, Loss: 0.0116 Epoch 49 Batch 1043/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9666, Loss: 0.0307 Epoch 49 Batch 1044/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0179 Epoch 49 Batch 1045/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9673, Loss: 0.0167 Epoch 49 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9673, Loss: 0.0123 Epoch 49 Batch 1047/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9631, Loss: 0.0148 Epoch 49 Batch 1048/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0216 Epoch 49 Batch 1049/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9673, Loss: 0.0177 Epoch 49 Batch 1050/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9673, Loss: 0.0091 Epoch 49 Batch 1051/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9666, Loss: 0.0226 Epoch 49 Batch 1052/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9616, Loss: 0.0145 Epoch 49 Batch 1053/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9673, Loss: 0.0186 Epoch 49 Batch 1054/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9673, Loss: 0.0173 Epoch 49 Batch 1055/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9656, Loss: 0.0195 Epoch 49 Batch 1056/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9659, Loss: 0.0110 Epoch 49 Batch 1057/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9659, Loss: 0.0164 Epoch 49 Batch 1058/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9659, Loss: 0.0214 Epoch 49 Batch 1059/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9734, Loss: 0.0191 Epoch 49 Batch 1060/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9734, Loss: 0.0131 Epoch 49 Batch 1061/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9734, Loss: 0.0239 Epoch 49 Batch 1062/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9666, Loss: 0.0220 Epoch 49 Batch 1063/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9663, Loss: 0.0234 Epoch 49 Batch 1064/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9663, Loss: 0.0183 Epoch 49 Batch 1065/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9705, Loss: 0.0170 Epoch 49 Batch 1066/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9652, Loss: 0.0135 Epoch 49 Batch 1067/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0151 Epoch 49 Batch 1068/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9698, Loss: 0.0127 Epoch 49 Batch 1069/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0135 Epoch 49 Batch 1070/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9560, Loss: 0.0163 Epoch 49 Batch 1071/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0192 Epoch 49 Batch 1072/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9645, Loss: 0.0179 Epoch 49 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9595, Loss: 0.0180 Epoch 49 Batch 1074/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9695, Loss: 0.0203 Epoch 49 Batch 1075/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9698, Loss: 0.0217 Epoch 50 Batch 1/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9659, Loss: 0.0108 Epoch 50 Batch 2/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9638, Loss: 0.0155 Epoch 50 Batch 3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0213 Epoch 50 Batch 4/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9663, Loss: 0.0145 Epoch 50 Batch 5/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9663, Loss: 0.0227 Epoch 50 Batch 6/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9663, Loss: 0.0124 Epoch 50 Batch 7/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9666, Loss: 0.0185 Epoch 50 Batch 8/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9641, Loss: 0.0194 Epoch 50 Batch 9/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0175 Epoch 50 Batch 10/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9677, Loss: 0.0174 Epoch 50 Batch 11/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9677, Loss: 0.0272 Epoch 50 Batch 12/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0121 Epoch 50 Batch 13/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9684, Loss: 0.0225 Epoch 50 Batch 14/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9684, Loss: 0.0143 Epoch 50 Batch 15/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9723, Loss: 0.0175 Epoch 50 Batch 16/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9652, Loss: 0.0178 Epoch 50 Batch 17/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0159 Epoch 50 Batch 18/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0124 Epoch 50 Batch 19/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9727, Loss: 0.0162 Epoch 50 Batch 20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0160 Epoch 50 Batch 21/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9727, Loss: 0.0183 Epoch 50 Batch 22/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9677, Loss: 0.0154 Epoch 50 Batch 23/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0137 Epoch 50 Batch 24/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9606, Loss: 0.0189 Epoch 50 Batch 25/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9560, Loss: 0.0095 Epoch 50 Batch 26/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0248 Epoch 50 Batch 27/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9645, Loss: 0.0142 Epoch 50 Batch 28/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9645, Loss: 0.0186 Epoch 50 Batch 29/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9663, Loss: 0.0168 Epoch 50 Batch 30/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9709, Loss: 0.0143 Epoch 50 Batch 31/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9755, Loss: 0.0206 Epoch 50 Batch 32/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9702, Loss: 0.0150 Epoch 50 Batch 33/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9712, Loss: 0.0157 Epoch 50 Batch 34/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0224 Epoch 50 Batch 35/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9670, Loss: 0.0199 Epoch 50 Batch 36/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9670, Loss: 0.0146 Epoch 50 Batch 37/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0177 Epoch 50 Batch 38/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9670, Loss: 0.0222 Epoch 50 Batch 39/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9670, Loss: 0.0213 Epoch 50 Batch 40/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9620, Loss: 0.0155 Epoch 50 Batch 41/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9620, Loss: 0.0126 Epoch 50 Batch 42/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0235 Epoch 50 Batch 43/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9620, Loss: 0.0102 Epoch 50 Batch 44/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9624, Loss: 0.0116 Epoch 50 Batch 45/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0153 Epoch 50 Batch 46/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9727, Loss: 0.0249 Epoch 50 Batch 47/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0142 Epoch 50 Batch 48/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9712, Loss: 0.0241 Epoch 50 Batch 49/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9663, Loss: 0.0321 Epoch 50 Batch 50/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9620, Loss: 0.0165 Epoch 50 Batch 51/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9616, Loss: 0.0199 Epoch 50 Batch 52/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9556, Loss: 0.0242 Epoch 50 Batch 53/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9588, Loss: 0.0164 Epoch 50 Batch 54/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0321 Epoch 50 Batch 55/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0167 Epoch 50 Batch 56/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0133 Epoch 50 Batch 57/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9503, Loss: 0.0192 Epoch 50 Batch 58/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9524, Loss: 0.0172 Epoch 50 Batch 59/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9570, Loss: 0.0196 Epoch 50 Batch 60/1077 - Train Accuracy: 0.9963, Validation Accuracy: 0.9563, Loss: 0.0144 Epoch 50 Batch 61/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9563, Loss: 0.0153 Epoch 50 Batch 62/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9570, Loss: 0.0240 Epoch 50 Batch 63/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9574, Loss: 0.0149 Epoch 50 Batch 64/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9577, Loss: 0.0157 Epoch 50 Batch 65/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9556, Loss: 0.0167 Epoch 50 Batch 66/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0109 Epoch 50 Batch 67/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9577, Loss: 0.0190 Epoch 50 Batch 68/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9577, Loss: 0.0193 Epoch 50 Batch 69/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9577, Loss: 0.0224 Epoch 50 Batch 70/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9616, Loss: 0.0238 Epoch 50 Batch 71/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9645, Loss: 0.0112 Epoch 50 Batch 72/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9691, Loss: 0.0194 Epoch 50 Batch 73/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9666, Loss: 0.0154 Epoch 50 Batch 74/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9645, Loss: 0.0179 Epoch 50 Batch 75/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9599, Loss: 0.0252 Epoch 50 Batch 76/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9542, Loss: 0.0134 Epoch 50 Batch 77/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9482, Loss: 0.0169 Epoch 50 Batch 78/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9531, Loss: 0.0188 Epoch 50 Batch 79/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9556, Loss: 0.0154 Epoch 50 Batch 80/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9613, Loss: 0.0158 Epoch 50 Batch 81/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0133 Epoch 50 Batch 82/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9656, Loss: 0.0168 Epoch 50 Batch 83/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9709, Loss: 0.0136 Epoch 50 Batch 84/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9684, Loss: 0.0170 Epoch 50 Batch 85/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9702, Loss: 0.0160 Epoch 50 Batch 86/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9698, Loss: 0.0179 Epoch 50 Batch 87/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9652, Loss: 0.0195 Epoch 50 Batch 88/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9634, Loss: 0.0221 Epoch 50 Batch 89/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9638, Loss: 0.0191 Epoch 50 Batch 90/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0140 Epoch 50 Batch 91/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9574, Loss: 0.0133 Epoch 50 Batch 92/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9574, Loss: 0.0166 Epoch 50 Batch 93/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9563, Loss: 0.0143 Epoch 50 Batch 94/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0138 Epoch 50 Batch 95/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9521, Loss: 0.0143 Epoch 50 Batch 96/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0186 Epoch 50 Batch 97/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0197 Epoch 50 Batch 98/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9549, Loss: 0.0239 Epoch 50 Batch 99/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9549, Loss: 0.0142 Epoch 50 Batch 100/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9616, Loss: 0.0177 Epoch 50 Batch 101/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9638, Loss: 0.0174 Epoch 50 Batch 102/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9638, Loss: 0.0112 Epoch 50 Batch 103/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9638, Loss: 0.0227 Epoch 50 Batch 104/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9638, Loss: 0.0225 Epoch 50 Batch 105/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 50 Batch 106/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0169 Epoch 50 Batch 107/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9684, Loss: 0.0205 Epoch 50 Batch 108/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9684, Loss: 0.0251 Epoch 50 Batch 109/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9666, Loss: 0.0166 Epoch 50 Batch 110/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9716, Loss: 0.0112 Epoch 50 Batch 111/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9641, Loss: 0.0163 Epoch 50 Batch 112/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9641, Loss: 0.0150 Epoch 50 Batch 113/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9627, Loss: 0.0248 Epoch 50 Batch 114/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9627, Loss: 0.0127 Epoch 50 Batch 115/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0170 Epoch 50 Batch 116/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0264 Epoch 50 Batch 117/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9680, Loss: 0.0136 Epoch 50 Batch 118/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9581, Loss: 0.0170 Epoch 50 Batch 119/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0150 Epoch 50 Batch 120/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9581, Loss: 0.0181 Epoch 50 Batch 121/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9638, Loss: 0.0198 Epoch 50 Batch 122/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9709, Loss: 0.0157 Epoch 50 Batch 123/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9705, Loss: 0.0141 Epoch 50 Batch 124/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9705, Loss: 0.0217 Epoch 50 Batch 125/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9652, Loss: 0.0268 Epoch 50 Batch 126/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9755, Loss: 0.0141 Epoch 50 Batch 127/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9695, Loss: 0.0188 Epoch 50 Batch 128/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 50 Batch 129/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0187 Epoch 50 Batch 130/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0149 Epoch 50 Batch 131/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9471, Loss: 0.0138 Epoch 50 Batch 132/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9400, Loss: 0.0154 Epoch 50 Batch 133/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9446, Loss: 0.0107 Epoch 50 Batch 134/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9467, Loss: 0.0162 Epoch 50 Batch 135/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9485, Loss: 0.0161 Epoch 50 Batch 136/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9485, Loss: 0.0112 Epoch 50 Batch 137/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9538, Loss: 0.0157 Epoch 50 Batch 138/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9538, Loss: 0.0195 Epoch 50 Batch 139/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9609, Loss: 0.0154 Epoch 50 Batch 140/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9648, Loss: 0.0145 Epoch 50 Batch 141/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9624, Loss: 0.0143 Epoch 50 Batch 142/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9666, Loss: 0.0190 Epoch 50 Batch 143/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9616, Loss: 0.0135 Epoch 50 Batch 144/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9563, Loss: 0.0213 Epoch 50 Batch 145/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9613, Loss: 0.0146 Epoch 50 Batch 146/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9684, Loss: 0.0542 Epoch 50 Batch 147/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9688, Loss: 0.0134 Epoch 50 Batch 148/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9684, Loss: 0.0201 Epoch 50 Batch 149/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9666, Loss: 0.0137 Epoch 50 Batch 150/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9666, Loss: 0.0161 Epoch 50 Batch 151/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9670, Loss: 0.0134 Epoch 50 Batch 152/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9719, Loss: 0.0230 Epoch 50 Batch 153/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9592, Loss: 0.0278 Epoch 50 Batch 154/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9592, Loss: 0.0145 Epoch 50 Batch 155/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9549, Loss: 0.0156 Epoch 50 Batch 156/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0118 Epoch 50 Batch 157/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0130 Epoch 50 Batch 158/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9485, Loss: 0.0179 Epoch 50 Batch 159/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9485, Loss: 0.0173 Epoch 50 Batch 160/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9528, Loss: 0.0131 Epoch 50 Batch 161/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0131 Epoch 50 Batch 162/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9581, Loss: 0.0192 Epoch 50 Batch 163/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9609, Loss: 0.0212 Epoch 50 Batch 164/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9609, Loss: 0.0135 Epoch 50 Batch 165/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0234 Epoch 50 Batch 166/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9698, Loss: 0.0147 Epoch 50 Batch 167/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9702, Loss: 0.0140 Epoch 50 Batch 168/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9702, Loss: 0.0276 Epoch 50 Batch 169/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9702, Loss: 0.0151 Epoch 50 Batch 170/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9723, Loss: 0.0171 Epoch 50 Batch 171/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9723, Loss: 0.0146 Epoch 50 Batch 172/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9723, Loss: 0.0125 Epoch 50 Batch 173/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9723, Loss: 0.0173 Epoch 50 Batch 174/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9741, Loss: 0.0101 Epoch 50 Batch 175/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9741, Loss: 0.0212 Epoch 50 Batch 176/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9680, Loss: 0.0188 Epoch 50 Batch 177/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9680, Loss: 0.0166 Epoch 50 Batch 178/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9698, Loss: 0.0177 Epoch 50 Batch 179/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9698, Loss: 0.0196 Epoch 50 Batch 180/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9698, Loss: 0.0122 Epoch 50 Batch 181/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9698, Loss: 0.0168 Epoch 50 Batch 182/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9698, Loss: 0.0244 Epoch 50 Batch 183/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9698, Loss: 0.0151 Epoch 50 Batch 184/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9691, Loss: 0.0178 Epoch 50 Batch 185/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9688, Loss: 0.0164 Epoch 50 Batch 186/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9684, Loss: 0.0185 Epoch 50 Batch 187/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9684, Loss: 0.0121 Epoch 50 Batch 188/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9620, Loss: 0.0186 Epoch 50 Batch 189/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0149 Epoch 50 Batch 190/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9545, Loss: 0.0136 Epoch 50 Batch 191/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9545, Loss: 0.0122 Epoch 50 Batch 192/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9545, Loss: 0.0157 Epoch 50 Batch 193/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9570, Loss: 0.0155 Epoch 50 Batch 194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9577, Loss: 0.0104 Epoch 50 Batch 195/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9570, Loss: 0.0144 Epoch 50 Batch 196/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9574, Loss: 0.0117 Epoch 50 Batch 197/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0161 Epoch 50 Batch 198/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9613, Loss: 0.0194 Epoch 50 Batch 199/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9613, Loss: 0.0145 Epoch 50 Batch 200/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9560, Loss: 0.0181 Epoch 50 Batch 201/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9560, Loss: 0.0183 Epoch 50 Batch 202/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9560, Loss: 0.0131 Epoch 50 Batch 203/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9556, Loss: 0.0179 Epoch 50 Batch 204/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9556, Loss: 0.0307 Epoch 50 Batch 205/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9556, Loss: 0.0261 Epoch 50 Batch 206/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9592, Loss: 0.0129 Epoch 50 Batch 207/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9606, Loss: 0.0140 Epoch 50 Batch 208/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0156 Epoch 50 Batch 209/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9670, Loss: 0.0140 Epoch 50 Batch 210/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9719, Loss: 0.0154 Epoch 50 Batch 211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0127 Epoch 50 Batch 212/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9776, Loss: 0.0139 Epoch 50 Batch 213/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9727, Loss: 0.0121 Epoch 50 Batch 214/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9723, Loss: 0.0129 Epoch 50 Batch 215/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0202 Epoch 50 Batch 216/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0137 Epoch 50 Batch 217/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9677, Loss: 0.0109 Epoch 50 Batch 218/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9677, Loss: 0.0207 Epoch 50 Batch 219/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9677, Loss: 0.0111 Epoch 50 Batch 220/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9677, Loss: 0.0146 Epoch 50 Batch 221/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9727, Loss: 0.0138 Epoch 50 Batch 222/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9702, Loss: 0.0153 Epoch 50 Batch 223/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9702, Loss: 0.0167 Epoch 50 Batch 224/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9709, Loss: 0.0150 Epoch 50 Batch 225/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9709, Loss: 0.0238 Epoch 50 Batch 226/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9645, Loss: 0.0148 Epoch 50 Batch 227/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9599, Loss: 0.0203 Epoch 50 Batch 228/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9624, Loss: 0.0143 Epoch 50 Batch 229/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9624, Loss: 0.0189 Epoch 50 Batch 230/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9616, Loss: 0.0190 Epoch 50 Batch 231/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9616, Loss: 0.0170 Epoch 50 Batch 232/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9592, Loss: 0.0143 Epoch 50 Batch 233/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9545, Loss: 0.0199 Epoch 50 Batch 234/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9496, Loss: 0.0135 Epoch 50 Batch 235/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9496, Loss: 0.0163 Epoch 50 Batch 236/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9560, Loss: 0.0147 Epoch 50 Batch 237/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9609, Loss: 0.0139 Epoch 50 Batch 238/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0130 Epoch 50 Batch 239/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9673, Loss: 0.0107 Epoch 50 Batch 240/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9631, Loss: 0.0159 Epoch 50 Batch 241/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0106 Epoch 50 Batch 242/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0131 Epoch 50 Batch 243/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9677, Loss: 0.0199 Epoch 50 Batch 244/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9677, Loss: 0.0188 Epoch 50 Batch 245/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9677, Loss: 0.0143 Epoch 50 Batch 246/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9769, Loss: 0.0153 Epoch 50 Batch 247/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9730, Loss: 0.0174 Epoch 50 Batch 248/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9751, Loss: 0.0206 Epoch 50 Batch 249/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9751, Loss: 0.0146 Epoch 50 Batch 250/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9751, Loss: 0.0165 Epoch 50 Batch 251/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9727, Loss: 0.0225 Epoch 50 Batch 252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0177 Epoch 50 Batch 253/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9677, Loss: 0.0168 Epoch 50 Batch 254/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9727, Loss: 0.0207 Epoch 50 Batch 255/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9727, Loss: 0.0136 Epoch 50 Batch 256/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9730, Loss: 0.0324 Epoch 50 Batch 257/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0160 Epoch 50 Batch 258/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9627, Loss: 0.0168 Epoch 50 Batch 259/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0169 Epoch 50 Batch 260/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0142 Epoch 50 Batch 261/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9602, Loss: 0.0201 Epoch 50 Batch 262/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9663, Loss: 0.0184 Epoch 50 Batch 263/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9663, Loss: 0.0113 Epoch 50 Batch 264/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9659, Loss: 0.0149 Epoch 50 Batch 265/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0124 Epoch 50 Batch 266/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0196 Epoch 50 Batch 267/1077 - Train Accuracy: 0.9869, Validation Accuracy: 0.9688, Loss: 0.0122 Epoch 50 Batch 268/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9688, Loss: 0.0240 Epoch 50 Batch 269/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0191 Epoch 50 Batch 270/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9638, Loss: 0.0269 Epoch 50 Batch 271/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9595, Loss: 0.0157 Epoch 50 Batch 272/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9659, Loss: 0.0415 Epoch 50 Batch 273/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9659, Loss: 0.0144 Epoch 50 Batch 274/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9585, Loss: 0.0170 Epoch 50 Batch 275/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9574, Loss: 0.0154 Epoch 50 Batch 276/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0251 Epoch 50 Batch 277/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9574, Loss: 0.0129 Epoch 50 Batch 278/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0238 Epoch 50 Batch 279/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0179 Epoch 50 Batch 280/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0198 Epoch 50 Batch 281/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9535, Loss: 0.0209 Epoch 50 Batch 282/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0238 Epoch 50 Batch 283/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9620, Loss: 0.0148 Epoch 50 Batch 284/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0189 Epoch 50 Batch 285/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9542, Loss: 0.0226 Epoch 50 Batch 286/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9545, Loss: 0.0156 Epoch 50 Batch 287/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9549, Loss: 0.0250 Epoch 50 Batch 288/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0235 Epoch 50 Batch 289/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9545, Loss: 0.0135 Epoch 50 Batch 290/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9595, Loss: 0.0283 Epoch 50 Batch 291/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9595, Loss: 0.0293 Epoch 50 Batch 292/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9595, Loss: 0.0173 Epoch 50 Batch 293/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0128 Epoch 50 Batch 294/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9641, Loss: 0.0189 Epoch 50 Batch 295/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9592, Loss: 0.0163 Epoch 50 Batch 296/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9545, Loss: 0.0144 Epoch 50 Batch 297/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9592, Loss: 0.0207 Epoch 50 Batch 298/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9542, Loss: 0.0221 Epoch 50 Batch 299/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9542, Loss: 0.0178 Epoch 50 Batch 300/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9492, Loss: 0.0117 Epoch 50 Batch 301/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9489, Loss: 0.0151 Epoch 50 Batch 302/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9503, Loss: 0.0167 Epoch 50 Batch 303/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9545, Loss: 0.0260 Epoch 50 Batch 304/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9542, Loss: 0.0214 Epoch 50 Batch 305/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9496, Loss: 0.0157 Epoch 50 Batch 306/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9553, Loss: 0.0288 Epoch 50 Batch 307/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9556, Loss: 0.0188 Epoch 50 Batch 308/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0168 Epoch 50 Batch 309/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0157 Epoch 50 Batch 310/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0156 Epoch 50 Batch 311/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9513, Loss: 0.0124 Epoch 50 Batch 312/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0218 Epoch 50 Batch 313/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9570, Loss: 0.0137 Epoch 50 Batch 314/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0273 Epoch 50 Batch 315/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9521, Loss: 0.0185 Epoch 50 Batch 316/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0175 Epoch 50 Batch 317/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9556, Loss: 0.0148 Epoch 50 Batch 318/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9503, Loss: 0.0140 Epoch 50 Batch 319/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9510, Loss: 0.0201 Epoch 50 Batch 320/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0271 Epoch 50 Batch 321/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9492, Loss: 0.0135 Epoch 50 Batch 322/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0135 Epoch 50 Batch 323/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0171 Epoch 50 Batch 324/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9442, Loss: 0.0164 Epoch 50 Batch 325/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0162 Epoch 50 Batch 326/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9570, Loss: 0.0165 Epoch 50 Batch 327/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9659, Loss: 0.0243 Epoch 50 Batch 328/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9656, Loss: 0.0232 Epoch 50 Batch 329/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9616, Loss: 0.0152 Epoch 50 Batch 330/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0126 Epoch 50 Batch 331/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9620, Loss: 0.0156 Epoch 50 Batch 332/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9670, Loss: 0.0095 Epoch 50 Batch 333/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9670, Loss: 0.0115 Epoch 50 Batch 334/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9620, Loss: 0.0158 Epoch 50 Batch 335/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9616, Loss: 0.0192 Epoch 50 Batch 336/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9680, Loss: 0.0511 Epoch 50 Batch 337/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9684, Loss: 0.0181 Epoch 50 Batch 338/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9638, Loss: 0.0280 Epoch 50 Batch 339/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9737, Loss: 0.0113 Epoch 50 Batch 340/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9737, Loss: 0.0164 Epoch 50 Batch 341/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9737, Loss: 0.0224 Epoch 50 Batch 342/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9737, Loss: 0.0160 Epoch 50 Batch 343/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9737, Loss: 0.0237 Epoch 50 Batch 344/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9666, Loss: 0.0172 Epoch 50 Batch 345/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9663, Loss: 0.0113 Epoch 50 Batch 346/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0202 Epoch 50 Batch 347/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9542, Loss: 0.0118 Epoch 50 Batch 348/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9556, Loss: 0.0157 Epoch 50 Batch 349/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9556, Loss: 0.0169 Epoch 50 Batch 350/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9556, Loss: 0.0149 Epoch 50 Batch 351/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9556, Loss: 0.0165 Epoch 50 Batch 352/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9513, Loss: 0.0127 Epoch 50 Batch 353/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9474, Loss: 0.0192 Epoch 50 Batch 354/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9474, Loss: 0.0163 Epoch 50 Batch 355/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9482, Loss: 0.0172 Epoch 50 Batch 356/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9482, Loss: 0.0148 Epoch 50 Batch 357/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9531, Loss: 0.0166 Epoch 50 Batch 358/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9478, Loss: 0.0173 Epoch 50 Batch 359/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9478, Loss: 0.0162 Epoch 50 Batch 360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9432, Loss: 0.0166 Epoch 50 Batch 361/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9432, Loss: 0.0125 Epoch 50 Batch 362/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9474, Loss: 0.0205 Epoch 50 Batch 363/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9439, Loss: 0.0197 Epoch 50 Batch 364/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9439, Loss: 0.0216 Epoch 50 Batch 365/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9414, Loss: 0.0109 Epoch 50 Batch 366/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9414, Loss: 0.0126 Epoch 50 Batch 367/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9414, Loss: 0.0121 Epoch 50 Batch 368/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9421, Loss: 0.0140 Epoch 50 Batch 369/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9421, Loss: 0.0146 Epoch 50 Batch 370/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9467, Loss: 0.0174 Epoch 50 Batch 371/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9464, Loss: 0.0147 Epoch 50 Batch 372/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9442, Loss: 0.0132 Epoch 50 Batch 373/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9439, Loss: 0.0110 Epoch 50 Batch 374/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9439, Loss: 0.0198 Epoch 50 Batch 375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9528, Loss: 0.0180 Epoch 50 Batch 376/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9549, Loss: 0.0219 Epoch 50 Batch 377/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9510, Loss: 0.0174 Epoch 50 Batch 378/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0147 Epoch 50 Batch 379/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0211 Epoch 50 Batch 380/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9556, Loss: 0.0108 Epoch 50 Batch 381/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0262 Epoch 50 Batch 382/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0245 Epoch 50 Batch 383/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9567, Loss: 0.0168 Epoch 50 Batch 384/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9567, Loss: 0.0136 Epoch 50 Batch 385/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0138 Epoch 50 Batch 386/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9570, Loss: 0.0144 Epoch 50 Batch 387/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0177 Epoch 50 Batch 388/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0230 Epoch 50 Batch 389/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0180 Epoch 50 Batch 390/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0249 Epoch 50 Batch 391/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9613, Loss: 0.0178 Epoch 50 Batch 392/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0266 Epoch 50 Batch 393/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9563, Loss: 0.0136 Epoch 50 Batch 394/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0143 Epoch 50 Batch 395/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9585, Loss: 0.0160 Epoch 50 Batch 396/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9585, Loss: 0.0213 Epoch 50 Batch 397/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9585, Loss: 0.0210 Epoch 50 Batch 398/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9581, Loss: 0.0172 Epoch 50 Batch 399/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9677, Loss: 0.0194 Epoch 50 Batch 400/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9702, Loss: 0.0181 Epoch 50 Batch 401/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9702, Loss: 0.0127 Epoch 50 Batch 402/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0156 Epoch 50 Batch 403/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9616, Loss: 0.0295 Epoch 50 Batch 404/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9616, Loss: 0.0213 Epoch 50 Batch 405/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9563, Loss: 0.0210 Epoch 50 Batch 406/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9563, Loss: 0.0168 Epoch 50 Batch 407/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9563, Loss: 0.0186 Epoch 50 Batch 408/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9563, Loss: 0.0202 Epoch 50 Batch 409/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9563, Loss: 0.0203 Epoch 50 Batch 410/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9585, Loss: 0.0299 Epoch 50 Batch 411/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9585, Loss: 0.0187 Epoch 50 Batch 412/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9535, Loss: 0.0148 Epoch 50 Batch 413/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9574, Loss: 0.0149 Epoch 50 Batch 414/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9542, Loss: 0.0149 Epoch 50 Batch 415/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9545, Loss: 0.0223 Epoch 50 Batch 416/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9553, Loss: 0.0145 Epoch 50 Batch 417/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0270 Epoch 50 Batch 418/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9553, Loss: 0.0183 Epoch 50 Batch 419/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9602, Loss: 0.0139 Epoch 50 Batch 420/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9506, Loss: 0.0115 Epoch 50 Batch 421/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9506, Loss: 0.0251 Epoch 50 Batch 422/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9506, Loss: 0.0137 Epoch 50 Batch 423/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9560, Loss: 0.0200 Epoch 50 Batch 424/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9631, Loss: 0.0156 Epoch 50 Batch 425/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9631, Loss: 0.0122 Epoch 50 Batch 426/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9659, Loss: 0.0210 Epoch 50 Batch 427/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9709, Loss: 0.0168 Epoch 50 Batch 428/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9645, Loss: 0.0158 Epoch 50 Batch 429/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9645, Loss: 0.0151 Epoch 50 Batch 430/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9645, Loss: 0.0154 Epoch 50 Batch 431/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9648, Loss: 0.0132 Epoch 50 Batch 432/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9599, Loss: 0.0191 Epoch 50 Batch 433/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0177 Epoch 50 Batch 434/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0133 Epoch 50 Batch 435/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9542, Loss: 0.0238 Epoch 50 Batch 436/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9542, Loss: 0.0163 Epoch 50 Batch 437/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0114 Epoch 50 Batch 438/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9450, Loss: 0.0126 Epoch 50 Batch 439/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9450, Loss: 0.0180 Epoch 50 Batch 440/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0227 Epoch 50 Batch 441/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9418, Loss: 0.0185 Epoch 50 Batch 442/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9403, Loss: 0.0194 Epoch 50 Batch 443/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9403, Loss: 0.0158 Epoch 50 Batch 444/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9496, Loss: 0.0176 Epoch 50 Batch 445/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9492, Loss: 0.0190 Epoch 50 Batch 446/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9499, Loss: 0.0117 Epoch 50 Batch 447/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9545, Loss: 0.0133 Epoch 50 Batch 448/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0166 Epoch 50 Batch 449/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0251 Epoch 50 Batch 450/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9574, Loss: 0.0174 Epoch 50 Batch 451/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9528, Loss: 0.0121 Epoch 50 Batch 452/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9521, Loss: 0.0144 Epoch 50 Batch 453/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9471, Loss: 0.0180 Epoch 50 Batch 454/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9474, Loss: 0.0322 Epoch 50 Batch 455/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0177 Epoch 50 Batch 456/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9592, Loss: 0.0235 Epoch 50 Batch 457/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9570, Loss: 0.0134 Epoch 50 Batch 458/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9570, Loss: 0.0207 Epoch 50 Batch 459/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9620, Loss: 0.0160 Epoch 50 Batch 460/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9595, Loss: 0.0180 Epoch 50 Batch 461/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9595, Loss: 0.0182 Epoch 50 Batch 462/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9570, Loss: 0.0177 Epoch 50 Batch 463/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0147 Epoch 50 Batch 464/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9560, Loss: 0.0182 Epoch 50 Batch 465/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9521, Loss: 0.0260 Epoch 50 Batch 466/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9517, Loss: 0.0147 Epoch 50 Batch 467/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9513, Loss: 0.0132 Epoch 50 Batch 468/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9510, Loss: 0.0147 Epoch 50 Batch 469/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9510, Loss: 0.0107 Epoch 50 Batch 470/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9414, Loss: 0.0193 Epoch 50 Batch 471/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9414, Loss: 0.0153 Epoch 50 Batch 472/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9460, Loss: 0.0164 Epoch 50 Batch 473/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9538, Loss: 0.0171 Epoch 50 Batch 474/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9602, Loss: 0.0164 Epoch 50 Batch 475/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0160 Epoch 50 Batch 476/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9535, Loss: 0.0121 Epoch 50 Batch 477/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9535, Loss: 0.0197 Epoch 50 Batch 478/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9535, Loss: 0.0167 Epoch 50 Batch 479/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9545, Loss: 0.0181 Epoch 50 Batch 480/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9592, Loss: 0.0158 Epoch 50 Batch 481/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9638, Loss: 0.0162 Epoch 50 Batch 482/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9638, Loss: 0.0175 Epoch 50 Batch 483/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9528, Loss: 0.0217 Epoch 50 Batch 484/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0213 Epoch 50 Batch 485/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9560, Loss: 0.0171 Epoch 50 Batch 486/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9560, Loss: 0.0142 Epoch 50 Batch 487/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0135 Epoch 50 Batch 488/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9567, Loss: 0.0173 Epoch 50 Batch 489/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9567, Loss: 0.0135 Epoch 50 Batch 490/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0202 Epoch 50 Batch 491/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9513, Loss: 0.0225 Epoch 50 Batch 492/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9478, Loss: 0.0232 Epoch 50 Batch 493/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9482, Loss: 0.0146 Epoch 50 Batch 494/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0137 Epoch 50 Batch 495/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9467, Loss: 0.0181 Epoch 50 Batch 496/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9467, Loss: 0.0145 Epoch 50 Batch 497/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9510, Loss: 0.0183 Epoch 50 Batch 498/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0200 Epoch 50 Batch 499/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9702, Loss: 0.0178 Epoch 50 Batch 500/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9648, Loss: 0.0159 Epoch 50 Batch 501/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0126 Epoch 50 Batch 502/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0195 Epoch 50 Batch 503/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9631, Loss: 0.0132 Epoch 50 Batch 504/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0138 Epoch 50 Batch 505/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9588, Loss: 0.0094 Epoch 50 Batch 506/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9588, Loss: 0.0237 Epoch 50 Batch 507/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9592, Loss: 0.0212 Epoch 50 Batch 508/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9506, Loss: 0.0109 Epoch 50 Batch 509/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0244 Epoch 50 Batch 510/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9464, Loss: 0.0140 Epoch 50 Batch 511/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9460, Loss: 0.0185 Epoch 50 Batch 512/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9510, Loss: 0.0135 Epoch 50 Batch 513/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9460, Loss: 0.0192 Epoch 50 Batch 514/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9457, Loss: 0.0145 Epoch 50 Batch 515/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9432, Loss: 0.0147 Epoch 50 Batch 516/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9432, Loss: 0.0165 Epoch 50 Batch 517/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9432, Loss: 0.0189 Epoch 50 Batch 518/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9545, Loss: 0.0160 Epoch 50 Batch 519/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9542, Loss: 0.0194 Epoch 50 Batch 520/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0130 Epoch 50 Batch 521/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0194 Epoch 50 Batch 522/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9496, Loss: 0.0224 Epoch 50 Batch 523/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9599, Loss: 0.0187 Epoch 50 Batch 524/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0204 Epoch 50 Batch 525/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0159 Epoch 50 Batch 526/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0149 Epoch 50 Batch 527/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9492, Loss: 0.0158 Epoch 50 Batch 528/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0170 Epoch 50 Batch 529/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9524, Loss: 0.0202 Epoch 50 Batch 530/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9492, Loss: 0.0202 Epoch 50 Batch 531/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0208 Epoch 50 Batch 532/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9538, Loss: 0.0302 Epoch 50 Batch 533/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9535, Loss: 0.0151 Epoch 50 Batch 534/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9538, Loss: 0.0221 Epoch 50 Batch 535/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9592, Loss: 0.0147 Epoch 50 Batch 536/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9645, Loss: 0.0203 Epoch 50 Batch 537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9695, Loss: 0.0145 Epoch 50 Batch 538/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9663, Loss: 0.0165 Epoch 50 Batch 539/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0240 Epoch 50 Batch 540/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9574, Loss: 0.0118 Epoch 50 Batch 541/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9574, Loss: 0.0174 Epoch 50 Batch 542/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0197 Epoch 50 Batch 543/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9641, Loss: 0.0129 Epoch 50 Batch 544/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9638, Loss: 0.0118 Epoch 50 Batch 545/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0151 Epoch 50 Batch 546/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0186 Epoch 50 Batch 547/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9467, Loss: 0.0164 Epoch 50 Batch 548/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9496, Loss: 0.0182 Epoch 50 Batch 549/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9496, Loss: 0.0178 Epoch 50 Batch 550/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9545, Loss: 0.0172 Epoch 50 Batch 551/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0209 Epoch 50 Batch 552/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9496, Loss: 0.0188 Epoch 50 Batch 553/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9499, Loss: 0.0231 Epoch 50 Batch 554/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9524, Loss: 0.0181 Epoch 50 Batch 555/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9528, Loss: 0.0127 Epoch 50 Batch 556/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9577, Loss: 0.0105 Epoch 50 Batch 557/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9624, Loss: 0.0158 Epoch 50 Batch 558/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9581, Loss: 0.0155 Epoch 50 Batch 559/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9581, Loss: 0.0175 Epoch 50 Batch 560/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9581, Loss: 0.0137 Epoch 50 Batch 561/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9545, Loss: 0.0154 Epoch 50 Batch 562/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9570, Loss: 0.0145 Epoch 50 Batch 563/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0185 Epoch 50 Batch 564/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9513, Loss: 0.0258 Epoch 50 Batch 565/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0257 Epoch 50 Batch 566/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9517, Loss: 0.0187 Epoch 50 Batch 567/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0167 Epoch 50 Batch 568/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9513, Loss: 0.0129 Epoch 50 Batch 569/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9570, Loss: 0.0163 Epoch 50 Batch 570/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9570, Loss: 0.0196 Epoch 50 Batch 571/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0125 Epoch 50 Batch 572/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9570, Loss: 0.0184 Epoch 50 Batch 573/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9574, Loss: 0.0324 Epoch 50 Batch 574/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0210 Epoch 50 Batch 575/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9670, Loss: 0.0143 Epoch 50 Batch 576/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9645, Loss: 0.0120 Epoch 50 Batch 577/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9599, Loss: 0.0187 Epoch 50 Batch 578/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9599, Loss: 0.0144 Epoch 50 Batch 579/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9599, Loss: 0.0161 Epoch 50 Batch 580/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9545, Loss: 0.0133 Epoch 50 Batch 581/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9545, Loss: 0.0171 Epoch 50 Batch 582/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9545, Loss: 0.0118 Epoch 50 Batch 583/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9513, Loss: 0.0207 Epoch 50 Batch 584/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9517, Loss: 0.0186 Epoch 50 Batch 585/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9581, Loss: 0.0102 Epoch 50 Batch 586/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9627, Loss: 0.0145 Epoch 50 Batch 587/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9528, Loss: 0.0195 Epoch 50 Batch 588/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9680, Loss: 0.0173 Epoch 50 Batch 589/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9680, Loss: 0.0168 Epoch 50 Batch 590/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9620, Loss: 0.0161 Epoch 50 Batch 591/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9574, Loss: 0.0172 Epoch 50 Batch 592/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9570, Loss: 0.0188 Epoch 50 Batch 593/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9570, Loss: 0.0307 Epoch 50 Batch 594/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9570, Loss: 0.0222 Epoch 50 Batch 595/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0163 Epoch 50 Batch 596/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9570, Loss: 0.0163 Epoch 50 Batch 597/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0151 Epoch 50 Batch 598/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9638, Loss: 0.0206 Epoch 50 Batch 599/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9634, Loss: 0.0273 Epoch 50 Batch 600/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9634, Loss: 0.0173 Epoch 50 Batch 601/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9634, Loss: 0.0186 Epoch 50 Batch 602/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9723, Loss: 0.0198 Epoch 50 Batch 603/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9723, Loss: 0.0208 Epoch 50 Batch 604/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9680, Loss: 0.0235 Epoch 50 Batch 605/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9734, Loss: 0.0274 Epoch 50 Batch 606/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9684, Loss: 0.0142 Epoch 50 Batch 607/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9684, Loss: 0.0209 Epoch 50 Batch 608/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9712, Loss: 0.0239 Epoch 50 Batch 609/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0250 Epoch 50 Batch 610/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9641, Loss: 0.0189 Epoch 50 Batch 611/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9641, Loss: 0.0183 Epoch 50 Batch 612/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9599, Loss: 0.0140 Epoch 50 Batch 613/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9595, Loss: 0.0171 Epoch 50 Batch 614/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9542, Loss: 0.0148 Epoch 50 Batch 615/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9563, Loss: 0.0114 Epoch 50 Batch 616/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0170 Epoch 50 Batch 617/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9613, Loss: 0.0148 Epoch 50 Batch 618/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0203 Epoch 50 Batch 619/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9613, Loss: 0.0111 Epoch 50 Batch 620/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0129 Epoch 50 Batch 621/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9670, Loss: 0.0205 Epoch 50 Batch 622/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9648, Loss: 0.0216 Epoch 50 Batch 623/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9673, Loss: 0.0248 Epoch 50 Batch 624/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9673, Loss: 0.0177 Epoch 50 Batch 625/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9652, Loss: 0.0143 Epoch 50 Batch 626/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9652, Loss: 0.0142 Epoch 50 Batch 627/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9652, Loss: 0.0172 Epoch 50 Batch 628/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9652, Loss: 0.0188 Epoch 50 Batch 629/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9631, Loss: 0.0140 Epoch 50 Batch 630/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9634, Loss: 0.0144 Epoch 50 Batch 631/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9656, Loss: 0.0235 Epoch 50 Batch 632/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9677, Loss: 0.0114 Epoch 50 Batch 633/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9677, Loss: 0.0136 Epoch 50 Batch 634/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9677, Loss: 0.0121 Epoch 50 Batch 635/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9680, Loss: 0.0204 Epoch 50 Batch 636/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9680, Loss: 0.0155 Epoch 50 Batch 637/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9680, Loss: 0.0166 Epoch 50 Batch 638/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9680, Loss: 0.0162 Epoch 50 Batch 639/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9680, Loss: 0.0207 Epoch 50 Batch 640/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9680, Loss: 0.0164 Epoch 50 Batch 641/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9680, Loss: 0.0185 Epoch 50 Batch 642/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9613, Loss: 0.0123 Epoch 50 Batch 643/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9613, Loss: 0.0117 Epoch 50 Batch 644/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0149 Epoch 50 Batch 645/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0207 Epoch 50 Batch 646/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9513, Loss: 0.0168 Epoch 50 Batch 647/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9471, Loss: 0.0182 Epoch 50 Batch 648/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9496, Loss: 0.0140 Epoch 50 Batch 649/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9595, Loss: 0.0145 Epoch 50 Batch 650/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0154 Epoch 50 Batch 651/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0146 Epoch 50 Batch 652/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9574, Loss: 0.0195 Epoch 50 Batch 653/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9677, Loss: 0.0225 Epoch 50 Batch 654/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9673, Loss: 0.0149 Epoch 50 Batch 655/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0204 Epoch 50 Batch 656/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9602, Loss: 0.0235 Epoch 50 Batch 657/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9510, Loss: 0.0238 Epoch 50 Batch 658/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9556, Loss: 0.0118 Epoch 50 Batch 659/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0157 Epoch 50 Batch 660/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9503, Loss: 0.0136 Epoch 50 Batch 661/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0159 Epoch 50 Batch 662/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0168 Epoch 50 Batch 663/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0142 Epoch 50 Batch 664/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9638, Loss: 0.0192 Epoch 50 Batch 665/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9677, Loss: 0.0130 Epoch 50 Batch 666/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9624, Loss: 0.0207 Epoch 50 Batch 667/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9624, Loss: 0.0179 Epoch 50 Batch 668/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9624, Loss: 0.0159 Epoch 50 Batch 669/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0136 Epoch 50 Batch 670/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0159 Epoch 50 Batch 671/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9613, Loss: 0.0202 Epoch 50 Batch 672/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9613, Loss: 0.0170 Epoch 50 Batch 673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0200 Epoch 50 Batch 674/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9666, Loss: 0.0179 Epoch 50 Batch 675/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9666, Loss: 0.0225 Epoch 50 Batch 676/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9666, Loss: 0.0190 Epoch 50 Batch 677/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9666, Loss: 0.0154 Epoch 50 Batch 678/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9620, Loss: 0.0100 Epoch 50 Batch 679/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9620, Loss: 0.0128 Epoch 50 Batch 680/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0197 Epoch 50 Batch 681/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0145 Epoch 50 Batch 682/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0138 Epoch 50 Batch 683/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9478, Loss: 0.0138 Epoch 50 Batch 684/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0178 Epoch 50 Batch 685/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9485, Loss: 0.0260 Epoch 50 Batch 686/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9560, Loss: 0.0166 Epoch 50 Batch 687/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0165 Epoch 50 Batch 688/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9634, Loss: 0.0139 Epoch 50 Batch 689/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9585, Loss: 0.0112 Epoch 50 Batch 690/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9553, Loss: 0.0192 Epoch 50 Batch 691/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9553, Loss: 0.0181 Epoch 50 Batch 692/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9560, Loss: 0.0169 Epoch 50 Batch 693/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9563, Loss: 0.0220 Epoch 50 Batch 694/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0143 Epoch 50 Batch 695/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0180 Epoch 50 Batch 696/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9624, Loss: 0.0173 Epoch 50 Batch 697/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9730, Loss: 0.0191 Epoch 50 Batch 698/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9627, Loss: 0.0110 Epoch 50 Batch 699/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9627, Loss: 0.0143 Epoch 50 Batch 700/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9624, Loss: 0.0145 Epoch 50 Batch 701/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9624, Loss: 0.0141 Epoch 50 Batch 702/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9624, Loss: 0.0305 Epoch 50 Batch 703/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0164 Epoch 50 Batch 704/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9624, Loss: 0.0248 Epoch 50 Batch 705/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9631, Loss: 0.0233 Epoch 50 Batch 706/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9688, Loss: 0.0324 Epoch 50 Batch 707/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9730, Loss: 0.0189 Epoch 50 Batch 708/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9727, Loss: 0.0143 Epoch 50 Batch 709/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9727, Loss: 0.0234 Epoch 50 Batch 710/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0105 Epoch 50 Batch 711/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0179 Epoch 50 Batch 712/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0137 Epoch 50 Batch 713/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9659, Loss: 0.0146 Epoch 50 Batch 714/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9613, Loss: 0.0173 Epoch 50 Batch 715/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0176 Epoch 50 Batch 716/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9471, Loss: 0.0133 Epoch 50 Batch 717/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9467, Loss: 0.0115 Epoch 50 Batch 718/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9513, Loss: 0.0175 Epoch 50 Batch 719/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9517, Loss: 0.0201 Epoch 50 Batch 720/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9567, Loss: 0.0184 Epoch 50 Batch 721/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9563, Loss: 0.0132 Epoch 50 Batch 722/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0135 Epoch 50 Batch 723/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9560, Loss: 0.0150 Epoch 50 Batch 724/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9556, Loss: 0.0212 Epoch 50 Batch 725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9606, Loss: 0.0155 Epoch 50 Batch 726/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9560, Loss: 0.0126 Epoch 50 Batch 727/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9538, Loss: 0.0150 Epoch 50 Batch 728/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9531, Loss: 0.0169 Epoch 50 Batch 729/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0208 Epoch 50 Batch 730/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9570, Loss: 0.0259 Epoch 50 Batch 731/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9524, Loss: 0.0158 Epoch 50 Batch 732/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9638, Loss: 0.0193 Epoch 50 Batch 733/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0186 Epoch 50 Batch 734/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9677, Loss: 0.0146 Epoch 50 Batch 735/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0122 Epoch 50 Batch 736/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9560, Loss: 0.0147 Epoch 50 Batch 737/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0162 Epoch 50 Batch 738/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9556, Loss: 0.0120 Epoch 50 Batch 739/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0147 Epoch 50 Batch 740/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9506, Loss: 0.0159 Epoch 50 Batch 741/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9585, Loss: 0.0243 Epoch 50 Batch 742/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9602, Loss: 0.0160 Epoch 50 Batch 743/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9602, Loss: 0.0164 Epoch 50 Batch 744/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9606, Loss: 0.0206 Epoch 50 Batch 745/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0188 Epoch 50 Batch 746/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0142 Epoch 50 Batch 747/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9613, Loss: 0.0133 Epoch 50 Batch 748/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9613, Loss: 0.0118 Epoch 50 Batch 749/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9659, Loss: 0.0109 Epoch 50 Batch 750/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0153 Epoch 50 Batch 751/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0149 Epoch 50 Batch 752/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9631, Loss: 0.0215 Epoch 50 Batch 753/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0157 Epoch 50 Batch 754/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0160 Epoch 50 Batch 755/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9577, Loss: 0.0210 Epoch 50 Batch 756/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9577, Loss: 0.0134 Epoch 50 Batch 757/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9631, Loss: 0.0172 Epoch 50 Batch 758/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9719, Loss: 0.0102 Epoch 50 Batch 759/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9673, Loss: 0.0184 Epoch 50 Batch 760/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9673, Loss: 0.0208 Epoch 50 Batch 761/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9673, Loss: 0.0169 Epoch 50 Batch 762/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0138 Epoch 50 Batch 763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9677, Loss: 0.0189 Epoch 50 Batch 764/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9592, Loss: 0.0136 Epoch 50 Batch 765/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9638, Loss: 0.0196 Epoch 50 Batch 766/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0207 Epoch 50 Batch 767/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9727, Loss: 0.0221 Epoch 50 Batch 768/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9727, Loss: 0.0182 Epoch 50 Batch 769/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0192 Epoch 50 Batch 770/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0146 Epoch 50 Batch 771/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9524, Loss: 0.0186 Epoch 50 Batch 772/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9524, Loss: 0.0163 Epoch 50 Batch 773/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9574, Loss: 0.0140 Epoch 50 Batch 774/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9517, Loss: 0.0148 Epoch 50 Batch 775/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0180 Epoch 50 Batch 776/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0175 Epoch 50 Batch 777/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9677, Loss: 0.0125 Epoch 50 Batch 778/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9705, Loss: 0.0177 Epoch 50 Batch 779/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9705, Loss: 0.0147 Epoch 50 Batch 780/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9727, Loss: 0.0264 Epoch 50 Batch 781/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9727, Loss: 0.0131 Epoch 50 Batch 782/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9727, Loss: 0.0162 Epoch 50 Batch 783/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9727, Loss: 0.0241 Epoch 50 Batch 784/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9727, Loss: 0.0114 Epoch 50 Batch 785/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9723, Loss: 0.0118 Epoch 50 Batch 786/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9727, Loss: 0.0153 Epoch 50 Batch 787/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9723, Loss: 0.0155 Epoch 50 Batch 788/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9719, Loss: 0.0152 Epoch 50 Batch 789/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9716, Loss: 0.0182 Epoch 50 Batch 790/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9666, Loss: 0.0217 Epoch 50 Batch 791/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0175 Epoch 50 Batch 792/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0174 Epoch 50 Batch 793/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9563, Loss: 0.0194 Epoch 50 Batch 794/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0141 Epoch 50 Batch 795/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9563, Loss: 0.0201 Epoch 50 Batch 796/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9563, Loss: 0.0160 Epoch 50 Batch 797/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0199 Epoch 50 Batch 798/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9663, Loss: 0.0161 Epoch 50 Batch 799/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9666, Loss: 0.0244 Epoch 50 Batch 800/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9769, Loss: 0.0144 Epoch 50 Batch 801/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9769, Loss: 0.0165 Epoch 50 Batch 802/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0236 Epoch 50 Batch 803/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9684, Loss: 0.0169 Epoch 50 Batch 804/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9684, Loss: 0.0092 Epoch 50 Batch 805/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9684, Loss: 0.0209 Epoch 50 Batch 806/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9620, Loss: 0.0117 Epoch 50 Batch 807/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9602, Loss: 0.0097 Epoch 50 Batch 808/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9599, Loss: 0.0271 Epoch 50 Batch 809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9599, Loss: 0.0265 Epoch 50 Batch 810/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9545, Loss: 0.0138 Epoch 50 Batch 811/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9592, Loss: 0.0178 Epoch 50 Batch 812/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9638, Loss: 0.0155 Epoch 50 Batch 813/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9595, Loss: 0.0182 Epoch 50 Batch 814/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0203 Epoch 50 Batch 815/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9581, Loss: 0.0208 Epoch 50 Batch 816/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9641, Loss: 0.0144 Epoch 50 Batch 817/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9684, Loss: 0.0186 Epoch 50 Batch 818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9656, Loss: 0.0228 Epoch 50 Batch 819/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9634, Loss: 0.0203 Epoch 50 Batch 820/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0176 Epoch 50 Batch 821/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9673, Loss: 0.0166 Epoch 50 Batch 822/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9723, Loss: 0.0125 Epoch 50 Batch 823/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9773, Loss: 0.0181 Epoch 50 Batch 824/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9773, Loss: 0.0210 Epoch 50 Batch 825/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9727, Loss: 0.0112 Epoch 50 Batch 826/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9656, Loss: 0.0129 Epoch 50 Batch 827/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0170 Epoch 50 Batch 828/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0120 Epoch 50 Batch 829/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9638, Loss: 0.0253 Epoch 50 Batch 830/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9634, Loss: 0.0200 Epoch 50 Batch 831/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0186 Epoch 50 Batch 832/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0132 Epoch 50 Batch 833/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0178 Epoch 50 Batch 834/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9606, Loss: 0.0201 Epoch 50 Batch 835/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9723, Loss: 0.0169 Epoch 50 Batch 836/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9719, Loss: 0.0140 Epoch 50 Batch 837/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9719, Loss: 0.0233 Epoch 50 Batch 838/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9723, Loss: 0.0172 Epoch 50 Batch 839/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9780, Loss: 0.0106 Epoch 50 Batch 840/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9780, Loss: 0.0188 Epoch 50 Batch 841/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9737, Loss: 0.0240 Epoch 50 Batch 842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9624, Loss: 0.0112 Epoch 50 Batch 843/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9577, Loss: 0.0141 Epoch 50 Batch 844/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9574, Loss: 0.0152 Epoch 50 Batch 845/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0169 Epoch 50 Batch 846/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9670, Loss: 0.0275 Epoch 50 Batch 847/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9780, Loss: 0.0174 Epoch 50 Batch 848/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9780, Loss: 0.0164 Epoch 50 Batch 849/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9780, Loss: 0.0116 Epoch 50 Batch 850/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9780, Loss: 0.0270 Epoch 50 Batch 851/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9776, Loss: 0.0277 Epoch 50 Batch 852/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9776, Loss: 0.0203 Epoch 50 Batch 853/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9776, Loss: 0.0173 Epoch 50 Batch 854/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9773, Loss: 0.0153 Epoch 50 Batch 855/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9723, Loss: 0.0180 Epoch 50 Batch 856/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9719, Loss: 0.0155 Epoch 50 Batch 857/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9762, Loss: 0.0134 Epoch 50 Batch 858/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9709, Loss: 0.0110 Epoch 50 Batch 859/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9709, Loss: 0.0160 Epoch 50 Batch 860/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9709, Loss: 0.0175 Epoch 50 Batch 861/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9723, Loss: 0.0130 Epoch 50 Batch 862/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9663, Loss: 0.0179 Epoch 50 Batch 863/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9641, Loss: 0.0159 Epoch 50 Batch 864/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9588, Loss: 0.0199 Epoch 50 Batch 865/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9588, Loss: 0.0178 Epoch 50 Batch 866/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9645, Loss: 0.0189 Epoch 50 Batch 867/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9645, Loss: 0.0547 Epoch 50 Batch 868/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9645, Loss: 0.0178 Epoch 50 Batch 869/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9688, Loss: 0.0135 Epoch 50 Batch 870/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9716, Loss: 0.0164 Epoch 50 Batch 871/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9680, Loss: 0.0169 Epoch 50 Batch 872/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9673, Loss: 0.0167 Epoch 50 Batch 873/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9666, Loss: 0.0180 Epoch 50 Batch 874/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9673, Loss: 0.0225 Epoch 50 Batch 875/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9673, Loss: 0.0165 Epoch 50 Batch 876/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9723, Loss: 0.0139 Epoch 50 Batch 877/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9705, Loss: 0.0098 Epoch 50 Batch 878/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9705, Loss: 0.0129 Epoch 50 Batch 879/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9705, Loss: 0.0118 Epoch 50 Batch 880/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9705, Loss: 0.0198 Epoch 50 Batch 881/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9705, Loss: 0.0150 Epoch 50 Batch 882/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9702, Loss: 0.0153 Epoch 50 Batch 883/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9702, Loss: 0.0215 Epoch 50 Batch 884/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9645, Loss: 0.0214 Epoch 50 Batch 885/1077 - Train Accuracy: 0.9865, Validation Accuracy: 0.9648, Loss: 0.0098 Epoch 50 Batch 886/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9648, Loss: 0.0172 Epoch 50 Batch 887/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9648, Loss: 0.0236 Epoch 50 Batch 888/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9663, Loss: 0.0188 Epoch 50 Batch 889/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9663, Loss: 0.0180 Epoch 50 Batch 890/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9659, Loss: 0.0158 Epoch 50 Batch 891/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9659, Loss: 0.0124 Epoch 50 Batch 892/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9663, Loss: 0.0155 Epoch 50 Batch 893/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0122 Epoch 50 Batch 894/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9606, Loss: 0.0174 Epoch 50 Batch 895/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9606, Loss: 0.0140 Epoch 50 Batch 896/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9606, Loss: 0.0168 Epoch 50 Batch 897/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9606, Loss: 0.0147 Epoch 50 Batch 898/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9670, Loss: 0.0199 Epoch 50 Batch 899/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0202 Epoch 50 Batch 900/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0204 Epoch 50 Batch 901/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9723, Loss: 0.0259 Epoch 50 Batch 902/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9723, Loss: 0.0216 Epoch 50 Batch 903/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9719, Loss: 0.0153 Epoch 50 Batch 904/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9723, Loss: 0.0164 Epoch 50 Batch 905/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9702, Loss: 0.0141 Epoch 50 Batch 906/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9702, Loss: 0.0110 Epoch 50 Batch 907/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9702, Loss: 0.0172 Epoch 50 Batch 908/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9702, Loss: 0.0144 Epoch 50 Batch 909/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9705, Loss: 0.0229 Epoch 50 Batch 910/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9705, Loss: 0.0210 Epoch 50 Batch 911/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0229 Epoch 50 Batch 912/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9748, Loss: 0.0175 Epoch 50 Batch 913/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9748, Loss: 0.0173 Epoch 50 Batch 914/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9723, Loss: 0.0511 Epoch 50 Batch 915/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9727, Loss: 0.0143 Epoch 50 Batch 916/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9727, Loss: 0.0160 Epoch 50 Batch 917/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0181 Epoch 50 Batch 918/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0156 Epoch 50 Batch 919/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9677, Loss: 0.0128 Epoch 50 Batch 920/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0141 Epoch 50 Batch 921/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9677, Loss: 0.0159 Epoch 50 Batch 922/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9648, Loss: 0.0182 Epoch 50 Batch 923/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9648, Loss: 0.0116 Epoch 50 Batch 924/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9645, Loss: 0.0210 Epoch 50 Batch 925/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0131 Epoch 50 Batch 926/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0180 Epoch 50 Batch 927/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9677, Loss: 0.0248 Epoch 50 Batch 928/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0160 Epoch 50 Batch 929/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0144 Epoch 50 Batch 930/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9616, Loss: 0.0106 Epoch 50 Batch 931/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9666, Loss: 0.0152 Epoch 50 Batch 932/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9684, Loss: 0.0159 Epoch 50 Batch 933/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9684, Loss: 0.0174 Epoch 50 Batch 934/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9634, Loss: 0.0148 Epoch 50 Batch 935/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9592, Loss: 0.0137 Epoch 50 Batch 936/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0205 Epoch 50 Batch 937/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9641, Loss: 0.0239 Epoch 50 Batch 938/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9638, Loss: 0.0238 Epoch 50 Batch 939/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9641, Loss: 0.0183 Epoch 50 Batch 940/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0155 Epoch 50 Batch 941/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9570, Loss: 0.0134 Epoch 50 Batch 942/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9659, Loss: 0.0197 Epoch 50 Batch 943/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9634, Loss: 0.0144 Epoch 50 Batch 944/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9634, Loss: 0.0159 Epoch 50 Batch 945/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9634, Loss: 0.0130 Epoch 50 Batch 946/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9634, Loss: 0.0146 Epoch 50 Batch 947/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9631, Loss: 0.0185 Epoch 50 Batch 948/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9631, Loss: 0.0180 Epoch 50 Batch 949/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9631, Loss: 0.0159 Epoch 50 Batch 950/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0122 Epoch 50 Batch 951/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9631, Loss: 0.0192 Epoch 50 Batch 952/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9627, Loss: 0.0101 Epoch 50 Batch 953/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9645, Loss: 0.0141 Epoch 50 Batch 954/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9677, Loss: 0.0222 Epoch 50 Batch 955/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9663, Loss: 0.0215 Epoch 50 Batch 956/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9666, Loss: 0.0173 Epoch 50 Batch 957/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9666, Loss: 0.0141 Epoch 50 Batch 958/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9666, Loss: 0.0147 Epoch 50 Batch 959/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0194 Epoch 50 Batch 960/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9634, Loss: 0.0170 Epoch 50 Batch 961/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9631, Loss: 0.0116 Epoch 50 Batch 962/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9631, Loss: 0.0242 Epoch 50 Batch 963/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9634, Loss: 0.0283 Epoch 50 Batch 964/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9677, Loss: 0.0161 Epoch 50 Batch 965/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9634, Loss: 0.0291 Epoch 50 Batch 966/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9631, Loss: 0.0152 Epoch 50 Batch 967/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9631, Loss: 0.0222 Epoch 50 Batch 968/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9588, Loss: 0.0227 Epoch 50 Batch 969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9588, Loss: 0.0303 Epoch 50 Batch 970/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0146 Epoch 50 Batch 971/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9588, Loss: 0.0257 Epoch 50 Batch 972/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9588, Loss: 0.0192 Epoch 50 Batch 973/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9631, Loss: 0.0142 Epoch 50 Batch 974/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0139 Epoch 50 Batch 975/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9613, Loss: 0.0154 Epoch 50 Batch 976/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0121 Epoch 50 Batch 977/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0082 Epoch 50 Batch 978/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0188 Epoch 50 Batch 979/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9563, Loss: 0.0162 Epoch 50 Batch 980/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9563, Loss: 0.0177 Epoch 50 Batch 981/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9567, Loss: 0.0248 Epoch 50 Batch 982/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9613, Loss: 0.0175 Epoch 50 Batch 983/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9705, Loss: 0.0164 Epoch 50 Batch 984/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9705, Loss: 0.0196 Epoch 50 Batch 985/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9684, Loss: 0.0119 Epoch 50 Batch 986/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0179 Epoch 50 Batch 987/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9673, Loss: 0.0115 Epoch 50 Batch 988/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9673, Loss: 0.0168 Epoch 50 Batch 989/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9609, Loss: 0.0176 Epoch 50 Batch 990/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9521, Loss: 0.0177 Epoch 50 Batch 991/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9485, Loss: 0.0128 Epoch 50 Batch 992/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0188 Epoch 50 Batch 993/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9538, Loss: 0.0137 Epoch 50 Batch 994/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9492, Loss: 0.0139 Epoch 50 Batch 995/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9489, Loss: 0.0138 Epoch 50 Batch 996/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9489, Loss: 0.0181 Epoch 50 Batch 997/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9489, Loss: 0.0164 Epoch 50 Batch 998/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0154 Epoch 50 Batch 999/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9531, Loss: 0.0208 Epoch 50 Batch 1000/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9531, Loss: 0.0158 Epoch 50 Batch 1001/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9531, Loss: 0.0115 Epoch 50 Batch 1002/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9478, Loss: 0.0092 Epoch 50 Batch 1003/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9542, Loss: 0.0159 Epoch 50 Batch 1004/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0154 Epoch 50 Batch 1005/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0180 Epoch 50 Batch 1006/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9435, Loss: 0.0148 Epoch 50 Batch 1007/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9435, Loss: 0.0104 Epoch 50 Batch 1008/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9442, Loss: 0.0177 Epoch 50 Batch 1009/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9446, Loss: 0.0114 Epoch 50 Batch 1010/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9542, Loss: 0.0129 Epoch 50 Batch 1011/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0167 Epoch 50 Batch 1012/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9609, Loss: 0.0125 Epoch 50 Batch 1013/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9659, Loss: 0.0144 Epoch 50 Batch 1014/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9656, Loss: 0.0152 Epoch 50 Batch 1015/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0178 Epoch 50 Batch 1016/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9702, Loss: 0.0162 Epoch 50 Batch 1017/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9652, Loss: 0.0134 Epoch 50 Batch 1018/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9684, Loss: 0.0217 Epoch 50 Batch 1019/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9680, Loss: 0.0263 Epoch 50 Batch 1020/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0157 Epoch 50 Batch 1021/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9585, Loss: 0.0116 Epoch 50 Batch 1022/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9485, Loss: 0.0154 Epoch 50 Batch 1023/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9528, Loss: 0.0175 Epoch 50 Batch 1024/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9677, Loss: 0.0216 Epoch 50 Batch 1025/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9762, Loss: 0.0158 Epoch 50 Batch 1026/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9815, Loss: 0.0232 Epoch 50 Batch 1027/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9716, Loss: 0.0131 Epoch 50 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9673, Loss: 0.0163 Epoch 50 Batch 1029/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9652, Loss: 0.0170 Epoch 50 Batch 1030/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9652, Loss: 0.0163 Epoch 50 Batch 1031/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9659, Loss: 0.0221 Epoch 50 Batch 1032/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9656, Loss: 0.0212 Epoch 50 Batch 1033/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0162 Epoch 50 Batch 1034/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9659, Loss: 0.0146 Epoch 50 Batch 1035/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9659, Loss: 0.0120 Epoch 50 Batch 1036/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0174 Epoch 50 Batch 1037/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9748, Loss: 0.0170 Epoch 50 Batch 1038/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9748, Loss: 0.0246 Epoch 50 Batch 1039/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9751, Loss: 0.0140 Epoch 50 Batch 1040/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9688, Loss: 0.0206 Epoch 50 Batch 1041/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9688, Loss: 0.0285 Epoch 50 Batch 1042/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9641, Loss: 0.0142 Epoch 50 Batch 1043/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0258 Epoch 50 Batch 1044/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9641, Loss: 0.0176 Epoch 50 Batch 1045/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9599, Loss: 0.0159 Epoch 50 Batch 1046/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9595, Loss: 0.0102 Epoch 50 Batch 1047/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9595, Loss: 0.0120 Epoch 50 Batch 1048/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9595, Loss: 0.0213 Epoch 50 Batch 1049/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9599, Loss: 0.0172 Epoch 50 Batch 1050/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9663, Loss: 0.0096 Epoch 50 Batch 1051/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9613, Loss: 0.0219 Epoch 50 Batch 1052/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9613, Loss: 0.0154 Epoch 50 Batch 1053/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9705, Loss: 0.0194 Epoch 50 Batch 1054/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9656, Loss: 0.0148 Epoch 50 Batch 1055/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9656, Loss: 0.0181 Epoch 50 Batch 1056/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9602, Loss: 0.0113 Epoch 50 Batch 1057/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9624, Loss: 0.0161 Epoch 50 Batch 1058/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0172 Epoch 50 Batch 1059/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9620, Loss: 0.0212 Epoch 50 Batch 1060/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9680, Loss: 0.0141 Epoch 50 Batch 1061/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9684, Loss: 0.0232 Epoch 50 Batch 1062/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9609, Loss: 0.0195 Epoch 50 Batch 1063/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9609, Loss: 0.0214 Epoch 50 Batch 1064/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9609, Loss: 0.0180 Epoch 50 Batch 1065/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9638, Loss: 0.0146 Epoch 50 Batch 1066/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9489, Loss: 0.0129 Epoch 50 Batch 1067/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9489, Loss: 0.0159 Epoch 50 Batch 1068/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9656, Loss: 0.0109 Epoch 50 Batch 1069/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9609, Loss: 0.0118 Epoch 50 Batch 1070/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0158 Epoch 50 Batch 1071/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9663, Loss: 0.0175 Epoch 50 Batch 1072/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9709, Loss: 0.0146 Epoch 50 Batch 1073/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9709, Loss: 0.0184 Epoch 50 Batch 1074/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9666, Loss: 0.0193 Epoch 50 Batch 1075/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9663, Loss: 0.0187 Epoch 51 Batch 1/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0142 Epoch 51 Batch 2/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9680, Loss: 0.0193 Epoch 51 Batch 3/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9680, Loss: 0.0268 Epoch 51 Batch 4/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9680, Loss: 0.0153 Epoch 51 Batch 5/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0218 Epoch 51 Batch 6/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9688, Loss: 0.0131 Epoch 51 Batch 7/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9688, Loss: 0.0146 Epoch 51 Batch 8/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9688, Loss: 0.0174 Epoch 51 Batch 9/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9688, Loss: 0.0165 Epoch 51 Batch 10/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9684, Loss: 0.0185 Epoch 51 Batch 11/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9684, Loss: 0.0221 Epoch 51 Batch 12/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9684, Loss: 0.0143 Epoch 51 Batch 13/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9680, Loss: 0.0261 Epoch 51 Batch 14/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9734, Loss: 0.0145 Epoch 51 Batch 15/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9688, Loss: 0.0123 Epoch 51 Batch 16/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9709, Loss: 0.0173 Epoch 51 Batch 17/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9709, Loss: 0.0140 Epoch 51 Batch 18/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9709, Loss: 0.0139 Epoch 51 Batch 19/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9705, Loss: 0.0160 Epoch 51 Batch 20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9709, Loss: 0.0123 Epoch 51 Batch 21/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9727, Loss: 0.0180 Epoch 51 Batch 22/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0148 Epoch 51 Batch 23/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0155 Epoch 51 Batch 24/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9521, Loss: 0.0210 Epoch 51 Batch 25/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9474, Loss: 0.0106 Epoch 51 Batch 26/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0244 Epoch 51 Batch 27/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9673, Loss: 0.0127 Epoch 51 Batch 28/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0159 Epoch 51 Batch 29/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9627, Loss: 0.0178 Epoch 51 Batch 30/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0126 Epoch 51 Batch 31/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9595, Loss: 0.0140 Epoch 51 Batch 32/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9645, Loss: 0.0145 Epoch 51 Batch 33/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9627, Loss: 0.0137 Epoch 51 Batch 34/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0215 Epoch 51 Batch 35/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9634, Loss: 0.0193 Epoch 51 Batch 36/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9631, Loss: 0.0146 Epoch 51 Batch 37/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0174 Epoch 51 Batch 38/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9631, Loss: 0.0232 Epoch 51 Batch 39/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9585, Loss: 0.0227 Epoch 51 Batch 40/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9496, Loss: 0.0122 Epoch 51 Batch 41/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9496, Loss: 0.0135 Epoch 51 Batch 42/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0230 Epoch 51 Batch 43/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9592, Loss: 0.0088 Epoch 51 Batch 44/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9567, Loss: 0.0113 Epoch 51 Batch 45/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0165 Epoch 51 Batch 46/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9567, Loss: 0.0226 Epoch 51 Batch 47/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9595, Loss: 0.0173 Epoch 51 Batch 48/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0197 Epoch 51 Batch 49/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9595, Loss: 0.0265 Epoch 51 Batch 50/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0165 Epoch 51 Batch 51/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0203 Epoch 51 Batch 52/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9656, Loss: 0.0213 Epoch 51 Batch 53/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9631, Loss: 0.0178 Epoch 51 Batch 54/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9627, Loss: 0.0326 Epoch 51 Batch 55/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9627, Loss: 0.0126 Epoch 51 Batch 56/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9585, Loss: 0.0148 Epoch 51 Batch 57/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9595, Loss: 0.0211 Epoch 51 Batch 58/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9616, Loss: 0.0159 Epoch 51 Batch 59/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9613, Loss: 0.0194 Epoch 51 Batch 60/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0095 Epoch 51 Batch 61/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9506, Loss: 0.0126 Epoch 51 Batch 62/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9457, Loss: 0.0207 Epoch 51 Batch 63/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9460, Loss: 0.0150 Epoch 51 Batch 64/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9510, Loss: 0.0200 Epoch 51 Batch 65/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9613, Loss: 0.0136 Epoch 51 Batch 66/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9670, Loss: 0.0086 Epoch 51 Batch 67/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9645, Loss: 0.0172 Epoch 51 Batch 68/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0238 Epoch 51 Batch 69/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9545, Loss: 0.0235 Epoch 51 Batch 70/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9560, Loss: 0.0215 Epoch 51 Batch 71/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9506, Loss: 0.0114 Epoch 51 Batch 72/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0180 Epoch 51 Batch 73/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9489, Loss: 0.0151 Epoch 51 Batch 74/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9542, Loss: 0.0185 Epoch 51 Batch 75/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9641, Loss: 0.0268 Epoch 51 Batch 76/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9585, Loss: 0.0163 Epoch 51 Batch 77/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9528, Loss: 0.0156 Epoch 51 Batch 78/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9528, Loss: 0.0187 Epoch 51 Batch 79/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9474, Loss: 0.0122 Epoch 51 Batch 80/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9485, Loss: 0.0181 Epoch 51 Batch 81/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9485, Loss: 0.0149 Epoch 51 Batch 82/1077 - Train Accuracy: 0.9705, Validation Accuracy: 0.9496, Loss: 0.0172 Epoch 51 Batch 83/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9634, Loss: 0.0120 Epoch 51 Batch 84/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0133 Epoch 51 Batch 85/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9592, Loss: 0.0182 Epoch 51 Batch 86/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0178 Epoch 51 Batch 87/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9538, Loss: 0.0234 Epoch 51 Batch 88/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9538, Loss: 0.0207 Epoch 51 Batch 89/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9478, Loss: 0.0150 Epoch 51 Batch 90/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9521, Loss: 0.0145 Epoch 51 Batch 91/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9585, Loss: 0.0153 Epoch 51 Batch 92/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0189 Epoch 51 Batch 93/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9588, Loss: 0.0155 Epoch 51 Batch 94/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9585, Loss: 0.0182 Epoch 51 Batch 95/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9620, Loss: 0.0155 Epoch 51 Batch 96/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9624, Loss: 0.0218 Epoch 51 Batch 97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0218 Epoch 51 Batch 98/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9570, Loss: 0.0215 Epoch 51 Batch 99/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0176 Epoch 51 Batch 100/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9570, Loss: 0.0176 Epoch 51 Batch 101/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9542, Loss: 0.0158 Epoch 51 Batch 102/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9542, Loss: 0.0120 Epoch 51 Batch 103/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9563, Loss: 0.0217 Epoch 51 Batch 104/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9563, Loss: 0.0192 Epoch 51 Batch 105/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0150 Epoch 51 Batch 106/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0153 Epoch 51 Batch 107/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9560, Loss: 0.0190 Epoch 51 Batch 108/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9609, Loss: 0.0232 Epoch 51 Batch 109/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9659, Loss: 0.0173 Epoch 51 Batch 110/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9659, Loss: 0.0131 Epoch 51 Batch 111/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9709, Loss: 0.0148 Epoch 51 Batch 112/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9709, Loss: 0.0155 Epoch 51 Batch 113/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9663, Loss: 0.0226 Epoch 51 Batch 114/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9663, Loss: 0.0143 Epoch 51 Batch 115/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0156 Epoch 51 Batch 116/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9606, Loss: 0.0221 Epoch 51 Batch 117/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0150 Epoch 51 Batch 118/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9585, Loss: 0.0137 Epoch 51 Batch 119/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9652, Loss: 0.0104 Epoch 51 Batch 120/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9702, Loss: 0.0230 Epoch 51 Batch 121/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9755, Loss: 0.0184 Epoch 51 Batch 122/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0174 Epoch 51 Batch 123/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9563, Loss: 0.0132 Epoch 51 Batch 124/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9545, Loss: 0.0226 Epoch 51 Batch 125/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9634, Loss: 0.0239 Epoch 51 Batch 126/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9624, Loss: 0.0165 Epoch 51 Batch 127/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9570, Loss: 0.0160 Epoch 51 Batch 128/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9624, Loss: 0.0178 Epoch 51 Batch 129/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0184 Epoch 51 Batch 130/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9620, Loss: 0.0165 Epoch 51 Batch 131/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0137 Epoch 51 Batch 132/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0162 Epoch 51 Batch 133/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9524, Loss: 0.0124 Epoch 51 Batch 134/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9528, Loss: 0.0132 Epoch 51 Batch 135/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9581, Loss: 0.0168 Epoch 51 Batch 136/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9535, Loss: 0.0114 Epoch 51 Batch 137/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9563, Loss: 0.0176 Epoch 51 Batch 138/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0151 Epoch 51 Batch 139/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9606, Loss: 0.0154 Epoch 51 Batch 140/1077 - Train Accuracy: 0.9963, Validation Accuracy: 0.9606, Loss: 0.0125 Epoch 51 Batch 141/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9556, Loss: 0.0159 Epoch 51 Batch 142/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9645, Loss: 0.0168 Epoch 51 Batch 143/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9645, Loss: 0.0145 Epoch 51 Batch 144/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0190 Epoch 51 Batch 145/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9698, Loss: 0.0113 Epoch 51 Batch 146/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9698, Loss: 0.0571 Epoch 51 Batch 147/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9691, Loss: 0.0156 Epoch 51 Batch 148/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9691, Loss: 0.0199 Epoch 51 Batch 149/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9691, Loss: 0.0129 Epoch 51 Batch 150/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9688, Loss: 0.0160 Epoch 51 Batch 151/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9734, Loss: 0.0109 Epoch 51 Batch 152/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9659, Loss: 0.0191 Epoch 51 Batch 153/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0269 Epoch 51 Batch 154/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9517, Loss: 0.0146 Epoch 51 Batch 155/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9474, Loss: 0.0140 Epoch 51 Batch 156/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0130 Epoch 51 Batch 157/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9560, Loss: 0.0124 Epoch 51 Batch 158/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0143 Epoch 51 Batch 159/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9496, Loss: 0.0138 Epoch 51 Batch 160/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9560, Loss: 0.0124 Epoch 51 Batch 161/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9563, Loss: 0.0113 Epoch 51 Batch 162/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9563, Loss: 0.0112 Epoch 51 Batch 163/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9563, Loss: 0.0244 Epoch 51 Batch 164/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0139 Epoch 51 Batch 165/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0199 Epoch 51 Batch 166/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0161 Epoch 51 Batch 167/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9656, Loss: 0.0125 Epoch 51 Batch 168/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9656, Loss: 0.0266 Epoch 51 Batch 169/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9719, Loss: 0.0165 Epoch 51 Batch 170/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9719, Loss: 0.0213 Epoch 51 Batch 171/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9719, Loss: 0.0139 Epoch 51 Batch 172/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9719, Loss: 0.0123 Epoch 51 Batch 173/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9719, Loss: 0.0177 Epoch 51 Batch 174/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9741, Loss: 0.0091 Epoch 51 Batch 175/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9737, Loss: 0.0266 Epoch 51 Batch 176/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9741, Loss: 0.0181 Epoch 51 Batch 177/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9698, Loss: 0.0159 Epoch 51 Batch 178/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9673, Loss: 0.0158 Epoch 51 Batch 179/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9595, Loss: 0.0196 Epoch 51 Batch 180/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0134 Epoch 51 Batch 181/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9648, Loss: 0.0195 Epoch 51 Batch 182/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9585, Loss: 0.0226 Epoch 51 Batch 183/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0152 Epoch 51 Batch 184/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0190 Epoch 51 Batch 185/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0202 Epoch 51 Batch 186/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9627, Loss: 0.0180 Epoch 51 Batch 187/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0141 Epoch 51 Batch 188/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9609, Loss: 0.0180 Epoch 51 Batch 189/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9609, Loss: 0.0115 Epoch 51 Batch 190/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0134 Epoch 51 Batch 191/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9609, Loss: 0.0158 Epoch 51 Batch 192/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0164 Epoch 51 Batch 193/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9570, Loss: 0.0142 Epoch 51 Batch 194/1077 - Train Accuracy: 0.9989, Validation Accuracy: 0.9521, Loss: 0.0114 Epoch 51 Batch 195/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0180 Epoch 51 Batch 196/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9467, Loss: 0.0130 Epoch 51 Batch 197/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9624, Loss: 0.0184 Epoch 51 Batch 198/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9627, Loss: 0.0179 Epoch 51 Batch 199/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9627, Loss: 0.0157 Epoch 51 Batch 200/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9627, Loss: 0.0174 Epoch 51 Batch 201/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0160 Epoch 51 Batch 202/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9627, Loss: 0.0197 Epoch 51 Batch 203/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0202 Epoch 51 Batch 204/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9549, Loss: 0.0337 Epoch 51 Batch 205/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9602, Loss: 0.0276 Epoch 51 Batch 206/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9652, Loss: 0.0120 Epoch 51 Batch 207/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9648, Loss: 0.0148 Epoch 51 Batch 208/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9698, Loss: 0.0136 Epoch 51 Batch 209/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9677, Loss: 0.0129 Epoch 51 Batch 210/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9680, Loss: 0.0147 Epoch 51 Batch 211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0118 Epoch 51 Batch 212/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9613, Loss: 0.0119 Epoch 51 Batch 213/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9680, Loss: 0.0116 Epoch 51 Batch 214/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9677, Loss: 0.0132 Epoch 51 Batch 215/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9698, Loss: 0.0173 Epoch 51 Batch 216/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9652, Loss: 0.0183 Epoch 51 Batch 217/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9631, Loss: 0.0106 Epoch 51 Batch 218/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9631, Loss: 0.0182 Epoch 51 Batch 219/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0130 Epoch 51 Batch 220/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9680, Loss: 0.0164 Epoch 51 Batch 221/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9656, Loss: 0.0133 Epoch 51 Batch 222/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0179 Epoch 51 Batch 223/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9563, Loss: 0.0174 Epoch 51 Batch 224/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0162 Epoch 51 Batch 225/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9616, Loss: 0.0264 Epoch 51 Batch 226/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0148 Epoch 51 Batch 227/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0226 Epoch 51 Batch 228/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9503, Loss: 0.0119 Epoch 51 Batch 229/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9545, Loss: 0.0135 Epoch 51 Batch 230/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0140 Epoch 51 Batch 231/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9542, Loss: 0.0184 Epoch 51 Batch 232/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9592, Loss: 0.0138 Epoch 51 Batch 233/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0196 Epoch 51 Batch 234/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9538, Loss: 0.0172 Epoch 51 Batch 235/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9602, Loss: 0.0176 Epoch 51 Batch 236/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9602, Loss: 0.0147 Epoch 51 Batch 237/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9652, Loss: 0.0171 Epoch 51 Batch 238/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0167 Epoch 51 Batch 239/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9652, Loss: 0.0122 Epoch 51 Batch 240/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0115 Epoch 51 Batch 241/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9652, Loss: 0.0116 Epoch 51 Batch 242/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9702, Loss: 0.0114 Epoch 51 Batch 243/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9698, Loss: 0.0203 Epoch 51 Batch 244/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9702, Loss: 0.0157 Epoch 51 Batch 245/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9616, Loss: 0.0148 Epoch 51 Batch 246/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0159 Epoch 51 Batch 247/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9560, Loss: 0.0178 Epoch 51 Batch 248/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9560, Loss: 0.0164 Epoch 51 Batch 249/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0161 Epoch 51 Batch 250/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9684, Loss: 0.0198 Epoch 51 Batch 251/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9727, Loss: 0.0196 Epoch 51 Batch 252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9727, Loss: 0.0245 Epoch 51 Batch 253/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9751, Loss: 0.0178 Epoch 51 Batch 254/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9751, Loss: 0.0195 Epoch 51 Batch 255/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9698, Loss: 0.0195 Epoch 51 Batch 256/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9748, Loss: 0.0345 Epoch 51 Batch 257/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9677, Loss: 0.0194 Epoch 51 Batch 258/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9677, Loss: 0.0138 Epoch 51 Batch 259/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9702, Loss: 0.0155 Epoch 51 Batch 260/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9702, Loss: 0.0109 Epoch 51 Batch 261/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9702, Loss: 0.0181 Epoch 51 Batch 262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9638, Loss: 0.0161 Epoch 51 Batch 263/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0136 Epoch 51 Batch 264/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9684, Loss: 0.0126 Epoch 51 Batch 265/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9634, Loss: 0.0123 Epoch 51 Batch 266/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0183 Epoch 51 Batch 267/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9634, Loss: 0.0098 Epoch 51 Batch 268/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0182 Epoch 51 Batch 269/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9638, Loss: 0.0191 Epoch 51 Batch 270/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9592, Loss: 0.0217 Epoch 51 Batch 271/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0135 Epoch 51 Batch 272/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9574, Loss: 0.0445 Epoch 51 Batch 273/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9574, Loss: 0.0103 Epoch 51 Batch 274/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9574, Loss: 0.0221 Epoch 51 Batch 275/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9574, Loss: 0.0125 Epoch 51 Batch 276/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0248 Epoch 51 Batch 277/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0145 Epoch 51 Batch 278/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0195 Epoch 51 Batch 279/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9517, Loss: 0.0190 Epoch 51 Batch 280/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9513, Loss: 0.0224 Epoch 51 Batch 281/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9510, Loss: 0.0150 Epoch 51 Batch 282/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9510, Loss: 0.0189 Epoch 51 Batch 283/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9450, Loss: 0.0159 Epoch 51 Batch 284/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0183 Epoch 51 Batch 285/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9542, Loss: 0.0185 Epoch 51 Batch 286/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9542, Loss: 0.0188 Epoch 51 Batch 287/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0246 Epoch 51 Batch 288/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9542, Loss: 0.0250 Epoch 51 Batch 289/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9542, Loss: 0.0133 Epoch 51 Batch 290/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9542, Loss: 0.0325 Epoch 51 Batch 291/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9517, Loss: 0.0289 Epoch 51 Batch 292/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9517, Loss: 0.0151 Epoch 51 Batch 293/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9567, Loss: 0.0110 Epoch 51 Batch 294/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9549, Loss: 0.0164 Epoch 51 Batch 295/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9553, Loss: 0.0175 Epoch 51 Batch 296/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9553, Loss: 0.0159 Epoch 51 Batch 297/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0187 Epoch 51 Batch 298/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9592, Loss: 0.0201 Epoch 51 Batch 299/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9585, Loss: 0.0203 Epoch 51 Batch 300/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0133 Epoch 51 Batch 301/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0160 Epoch 51 Batch 302/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0180 Epoch 51 Batch 303/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9677, Loss: 0.0188 Epoch 51 Batch 304/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0187 Epoch 51 Batch 305/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9577, Loss: 0.0139 Epoch 51 Batch 306/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9577, Loss: 0.0265 Epoch 51 Batch 307/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9606, Loss: 0.0171 Epoch 51 Batch 308/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9602, Loss: 0.0194 Epoch 51 Batch 309/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9581, Loss: 0.0158 Epoch 51 Batch 310/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0151 Epoch 51 Batch 311/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9581, Loss: 0.0139 Epoch 51 Batch 312/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9535, Loss: 0.0217 Epoch 51 Batch 313/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9517, Loss: 0.0127 Epoch 51 Batch 314/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0254 Epoch 51 Batch 315/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9563, Loss: 0.0166 Epoch 51 Batch 316/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9560, Loss: 0.0176 Epoch 51 Batch 317/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9563, Loss: 0.0147 Epoch 51 Batch 318/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9545, Loss: 0.0122 Epoch 51 Batch 319/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0232 Epoch 51 Batch 320/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9478, Loss: 0.0252 Epoch 51 Batch 321/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9478, Loss: 0.0152 Epoch 51 Batch 322/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9482, Loss: 0.0146 Epoch 51 Batch 323/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9496, Loss: 0.0192 Epoch 51 Batch 324/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9563, Loss: 0.0174 Epoch 51 Batch 325/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0169 Epoch 51 Batch 326/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9609, Loss: 0.0112 Epoch 51 Batch 327/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9609, Loss: 0.0222 Epoch 51 Batch 328/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9613, Loss: 0.0178 Epoch 51 Batch 329/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0161 Epoch 51 Batch 330/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9616, Loss: 0.0153 Epoch 51 Batch 331/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9616, Loss: 0.0169 Epoch 51 Batch 332/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9613, Loss: 0.0172 Epoch 51 Batch 333/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9613, Loss: 0.0168 Epoch 51 Batch 334/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9595, Loss: 0.0136 Epoch 51 Batch 335/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9592, Loss: 0.0209 Epoch 51 Batch 336/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0499 Epoch 51 Batch 337/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9567, Loss: 0.0166 Epoch 51 Batch 338/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9567, Loss: 0.0283 Epoch 51 Batch 339/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0096 Epoch 51 Batch 340/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9567, Loss: 0.0189 Epoch 51 Batch 341/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9524, Loss: 0.0222 Epoch 51 Batch 342/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9524, Loss: 0.0110 Epoch 51 Batch 343/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9570, Loss: 0.0251 Epoch 51 Batch 344/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 51 Batch 345/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9620, Loss: 0.0111 Epoch 51 Batch 346/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9616, Loss: 0.0152 Epoch 51 Batch 347/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9510, Loss: 0.0115 Epoch 51 Batch 348/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9510, Loss: 0.0115 Epoch 51 Batch 349/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9510, Loss: 0.0140 Epoch 51 Batch 350/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9506, Loss: 0.0144 Epoch 51 Batch 351/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9506, Loss: 0.0159 Epoch 51 Batch 352/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9460, Loss: 0.0106 Epoch 51 Batch 353/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9460, Loss: 0.0196 Epoch 51 Batch 354/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9460, Loss: 0.0157 Epoch 51 Batch 355/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9460, Loss: 0.0168 Epoch 51 Batch 356/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9457, Loss: 0.0147 Epoch 51 Batch 357/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9513, Loss: 0.0170 Epoch 51 Batch 358/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9489, Loss: 0.0183 Epoch 51 Batch 359/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9492, Loss: 0.0168 Epoch 51 Batch 360/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9563, Loss: 0.0124 Epoch 51 Batch 361/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9563, Loss: 0.0107 Epoch 51 Batch 362/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9521, Loss: 0.0214 Epoch 51 Batch 363/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0162 Epoch 51 Batch 364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9563, Loss: 0.0198 Epoch 51 Batch 365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9521, Loss: 0.0109 Epoch 51 Batch 366/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9521, Loss: 0.0124 Epoch 51 Batch 367/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9517, Loss: 0.0102 Epoch 51 Batch 368/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9535, Loss: 0.0170 Epoch 51 Batch 369/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0154 Epoch 51 Batch 370/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9585, Loss: 0.0156 Epoch 51 Batch 371/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9631, Loss: 0.0132 Epoch 51 Batch 372/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9577, Loss: 0.0127 Epoch 51 Batch 373/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9574, Loss: 0.0120 Epoch 51 Batch 374/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0199 Epoch 51 Batch 375/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9634, Loss: 0.0144 Epoch 51 Batch 376/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0214 Epoch 51 Batch 377/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9620, Loss: 0.0145 Epoch 51 Batch 378/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0123 Epoch 51 Batch 379/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0227 Epoch 51 Batch 380/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0117 Epoch 51 Batch 381/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0137 Epoch 51 Batch 382/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0247 Epoch 51 Batch 383/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9425, Loss: 0.0195 Epoch 51 Batch 384/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9425, Loss: 0.0130 Epoch 51 Batch 385/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9425, Loss: 0.0128 Epoch 51 Batch 386/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9471, Loss: 0.0124 Epoch 51 Batch 387/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9467, Loss: 0.0152 Epoch 51 Batch 388/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9460, Loss: 0.0277 Epoch 51 Batch 389/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9560, Loss: 0.0182 Epoch 51 Batch 390/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0238 Epoch 51 Batch 391/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9538, Loss: 0.0141 Epoch 51 Batch 392/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9492, Loss: 0.0247 Epoch 51 Batch 393/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9489, Loss: 0.0172 Epoch 51 Batch 394/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0169 Epoch 51 Batch 395/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9535, Loss: 0.0128 Epoch 51 Batch 396/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9535, Loss: 0.0185 Epoch 51 Batch 397/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9528, Loss: 0.0178 Epoch 51 Batch 398/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0146 Epoch 51 Batch 399/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9549, Loss: 0.0186 Epoch 51 Batch 400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0124 Epoch 51 Batch 401/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9549, Loss: 0.0130 Epoch 51 Batch 402/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9549, Loss: 0.0144 Epoch 51 Batch 403/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9549, Loss: 0.0314 Epoch 51 Batch 404/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9556, Loss: 0.0194 Epoch 51 Batch 405/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9602, Loss: 0.0210 Epoch 51 Batch 406/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9602, Loss: 0.0151 Epoch 51 Batch 407/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0152 Epoch 51 Batch 408/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9581, Loss: 0.0196 Epoch 51 Batch 409/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0194 Epoch 51 Batch 410/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9613, Loss: 0.0287 Epoch 51 Batch 411/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9613, Loss: 0.0158 Epoch 51 Batch 412/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0161 Epoch 51 Batch 413/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0127 Epoch 51 Batch 414/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0173 Epoch 51 Batch 415/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9606, Loss: 0.0256 Epoch 51 Batch 416/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 51 Batch 417/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0285 Epoch 51 Batch 418/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9656, Loss: 0.0164 Epoch 51 Batch 419/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9606, Loss: 0.0156 Epoch 51 Batch 420/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0115 Epoch 51 Batch 421/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9535, Loss: 0.0244 Epoch 51 Batch 422/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9442, Loss: 0.0122 Epoch 51 Batch 423/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9450, Loss: 0.0192 Epoch 51 Batch 424/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9503, Loss: 0.0160 Epoch 51 Batch 425/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9542, Loss: 0.0094 Epoch 51 Batch 426/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9542, Loss: 0.0205 Epoch 51 Batch 427/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9542, Loss: 0.0179 Epoch 51 Batch 428/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9656, Loss: 0.0168 Epoch 51 Batch 429/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0102 Epoch 51 Batch 430/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9581, Loss: 0.0137 Epoch 51 Batch 431/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9631, Loss: 0.0151 Epoch 51 Batch 432/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0146 Epoch 51 Batch 433/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0240 Epoch 51 Batch 434/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9499, Loss: 0.0116 Epoch 51 Batch 435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9499, Loss: 0.0193 Epoch 51 Batch 436/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9499, Loss: 0.0134 Epoch 51 Batch 437/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9499, Loss: 0.0139 Epoch 51 Batch 438/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9521, Loss: 0.0118 Epoch 51 Batch 439/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0157 Epoch 51 Batch 440/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9517, Loss: 0.0171 Epoch 51 Batch 441/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9545, Loss: 0.0150 Epoch 51 Batch 442/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9549, Loss: 0.0213 Epoch 51 Batch 443/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9592, Loss: 0.0150 Epoch 51 Batch 444/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9631, Loss: 0.0164 Epoch 51 Batch 445/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9634, Loss: 0.0153 Epoch 51 Batch 446/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0123 Epoch 51 Batch 447/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9545, Loss: 0.0134 Epoch 51 Batch 448/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9499, Loss: 0.0170 Epoch 51 Batch 449/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9499, Loss: 0.0241 Epoch 51 Batch 450/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9499, Loss: 0.0219 Epoch 51 Batch 451/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9492, Loss: 0.0145 Epoch 51 Batch 452/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9489, Loss: 0.0138 Epoch 51 Batch 453/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9492, Loss: 0.0222 Epoch 51 Batch 454/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9492, Loss: 0.0300 Epoch 51 Batch 455/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0194 Epoch 51 Batch 456/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9471, Loss: 0.0196 Epoch 51 Batch 457/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9577, Loss: 0.0165 Epoch 51 Batch 458/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9606, Loss: 0.0222 Epoch 51 Batch 459/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9560, Loss: 0.0173 Epoch 51 Batch 460/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0196 Epoch 51 Batch 461/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0193 Epoch 51 Batch 462/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9545, Loss: 0.0204 Epoch 51 Batch 463/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9545, Loss: 0.0174 Epoch 51 Batch 464/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9545, Loss: 0.0188 Epoch 51 Batch 465/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9492, Loss: 0.0221 Epoch 51 Batch 466/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0130 Epoch 51 Batch 467/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9439, Loss: 0.0155 Epoch 51 Batch 468/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9482, Loss: 0.0140 Epoch 51 Batch 469/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9606, Loss: 0.0095 Epoch 51 Batch 470/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9613, Loss: 0.0167 Epoch 51 Batch 471/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9616, Loss: 0.0111 Epoch 51 Batch 472/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0149 Epoch 51 Batch 473/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9616, Loss: 0.0138 Epoch 51 Batch 474/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9663, Loss: 0.0138 Epoch 51 Batch 475/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9663, Loss: 0.0154 Epoch 51 Batch 476/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9663, Loss: 0.0117 Epoch 51 Batch 477/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9616, Loss: 0.0181 Epoch 51 Batch 478/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9545, Loss: 0.0192 Epoch 51 Batch 479/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0188 Epoch 51 Batch 480/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9595, Loss: 0.0130 Epoch 51 Batch 481/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9595, Loss: 0.0157 Epoch 51 Batch 482/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9542, Loss: 0.0190 Epoch 51 Batch 483/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9588, Loss: 0.0170 Epoch 51 Batch 484/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9659, Loss: 0.0184 Epoch 51 Batch 485/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9616, Loss: 0.0150 Epoch 51 Batch 486/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9616, Loss: 0.0137 Epoch 51 Batch 487/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9613, Loss: 0.0150 Epoch 51 Batch 488/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9592, Loss: 0.0150 Epoch 51 Batch 489/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0137 Epoch 51 Batch 490/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9521, Loss: 0.0171 Epoch 51 Batch 491/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9521, Loss: 0.0224 Epoch 51 Batch 492/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0231 Epoch 51 Batch 493/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9535, Loss: 0.0129 Epoch 51 Batch 494/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9482, Loss: 0.0141 Epoch 51 Batch 495/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9538, Loss: 0.0184 Epoch 51 Batch 496/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9538, Loss: 0.0186 Epoch 51 Batch 497/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 51 Batch 498/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0212 Epoch 51 Batch 499/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9588, Loss: 0.0166 Epoch 51 Batch 500/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0146 Epoch 51 Batch 501/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9585, Loss: 0.0129 Epoch 51 Batch 502/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0208 Epoch 51 Batch 503/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9574, Loss: 0.0118 Epoch 51 Batch 504/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0151 Epoch 51 Batch 505/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9627, Loss: 0.0124 Epoch 51 Batch 506/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0241 Epoch 51 Batch 507/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9538, Loss: 0.0202 Epoch 51 Batch 508/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9538, Loss: 0.0124 Epoch 51 Batch 509/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9538, Loss: 0.0208 Epoch 51 Batch 510/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9478, Loss: 0.0135 Epoch 51 Batch 511/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9450, Loss: 0.0169 Epoch 51 Batch 512/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9450, Loss: 0.0143 Epoch 51 Batch 513/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0220 Epoch 51 Batch 514/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0181 Epoch 51 Batch 515/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9585, Loss: 0.0160 Epoch 51 Batch 516/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9624, Loss: 0.0135 Epoch 51 Batch 517/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9574, Loss: 0.0178 Epoch 51 Batch 518/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0165 Epoch 51 Batch 519/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9577, Loss: 0.0197 Epoch 51 Batch 520/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9577, Loss: 0.0111 Epoch 51 Batch 521/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9513, Loss: 0.0187 Epoch 51 Batch 522/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9517, Loss: 0.0244 Epoch 51 Batch 523/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0164 Epoch 51 Batch 524/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9634, Loss: 0.0182 Epoch 51 Batch 525/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0188 Epoch 51 Batch 526/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9631, Loss: 0.0134 Epoch 51 Batch 527/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9631, Loss: 0.0165 Epoch 51 Batch 528/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9528, Loss: 0.0157 Epoch 51 Batch 529/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9528, Loss: 0.0159 Epoch 51 Batch 530/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9528, Loss: 0.0177 Epoch 51 Batch 531/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9528, Loss: 0.0191 Epoch 51 Batch 532/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9624, Loss: 0.0269 Epoch 51 Batch 533/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9574, Loss: 0.0157 Epoch 51 Batch 534/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9560, Loss: 0.0187 Epoch 51 Batch 535/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9613, Loss: 0.0153 Epoch 51 Batch 536/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9659, Loss: 0.0190 Epoch 51 Batch 537/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9663, Loss: 0.0142 Epoch 51 Batch 538/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0145 Epoch 51 Batch 539/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9695, Loss: 0.0249 Epoch 51 Batch 540/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9695, Loss: 0.0120 Epoch 51 Batch 541/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9627, Loss: 0.0139 Epoch 51 Batch 542/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0177 Epoch 51 Batch 543/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9545, Loss: 0.0137 Epoch 51 Batch 544/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0143 Epoch 51 Batch 545/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9641, Loss: 0.0171 Epoch 51 Batch 546/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9641, Loss: 0.0172 Epoch 51 Batch 547/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0145 Epoch 51 Batch 548/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0189 Epoch 51 Batch 549/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0174 Epoch 51 Batch 550/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9553, Loss: 0.0170 Epoch 51 Batch 551/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9528, Loss: 0.0221 Epoch 51 Batch 552/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0185 Epoch 51 Batch 553/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0265 Epoch 51 Batch 554/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9524, Loss: 0.0168 Epoch 51 Batch 555/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0155 Epoch 51 Batch 556/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9560, Loss: 0.0117 Epoch 51 Batch 557/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9560, Loss: 0.0152 Epoch 51 Batch 558/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0144 Epoch 51 Batch 559/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9606, Loss: 0.0171 Epoch 51 Batch 560/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9638, Loss: 0.0159 Epoch 51 Batch 561/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0138 Epoch 51 Batch 562/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9666, Loss: 0.0156 Epoch 51 Batch 563/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9666, Loss: 0.0177 Epoch 51 Batch 564/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9567, Loss: 0.0260 Epoch 51 Batch 565/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0255 Epoch 51 Batch 566/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9560, Loss: 0.0211 Epoch 51 Batch 567/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9560, Loss: 0.0189 Epoch 51 Batch 568/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9560, Loss: 0.0140 Epoch 51 Batch 569/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0171 Epoch 51 Batch 570/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9560, Loss: 0.0244 Epoch 51 Batch 571/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0129 Epoch 51 Batch 572/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9560, Loss: 0.0169 Epoch 51 Batch 573/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0298 Epoch 51 Batch 574/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9492, Loss: 0.0222 Epoch 51 Batch 575/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9592, Loss: 0.0138 Epoch 51 Batch 576/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9592, Loss: 0.0219 Epoch 51 Batch 577/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9545, Loss: 0.0173 Epoch 51 Batch 578/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9492, Loss: 0.0140 Epoch 51 Batch 579/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0164 Epoch 51 Batch 580/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9450, Loss: 0.0151 Epoch 51 Batch 581/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9467, Loss: 0.0118 Epoch 51 Batch 582/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9538, Loss: 0.0141 Epoch 51 Batch 583/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9538, Loss: 0.0176 Epoch 51 Batch 584/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9581, Loss: 0.0191 Epoch 51 Batch 585/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9592, Loss: 0.0120 Epoch 51 Batch 586/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0165 Epoch 51 Batch 587/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9563, Loss: 0.0218 Epoch 51 Batch 588/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0162 Epoch 51 Batch 589/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9503, Loss: 0.0121 Epoch 51 Batch 590/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9474, Loss: 0.0167 Epoch 51 Batch 591/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9570, Loss: 0.0157 Epoch 51 Batch 592/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9620, Loss: 0.0155 Epoch 51 Batch 593/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9624, Loss: 0.0299 Epoch 51 Batch 594/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9624, Loss: 0.0218 Epoch 51 Batch 595/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9698, Loss: 0.0158 Epoch 51 Batch 596/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9645, Loss: 0.0166 Epoch 51 Batch 597/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9645, Loss: 0.0137 Epoch 51 Batch 598/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9645, Loss: 0.0190 Epoch 51 Batch 599/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0265 Epoch 51 Batch 600/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9638, Loss: 0.0196 Epoch 51 Batch 601/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0180 Epoch 51 Batch 602/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9634, Loss: 0.0189 Epoch 51 Batch 603/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0177 Epoch 51 Batch 604/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9716, Loss: 0.0286 Epoch 51 Batch 605/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9769, Loss: 0.0231 Epoch 51 Batch 606/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9769, Loss: 0.0131 Epoch 51 Batch 607/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9773, Loss: 0.0196 Epoch 51 Batch 608/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9705, Loss: 0.0246 Epoch 51 Batch 609/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9652, Loss: 0.0213 Epoch 51 Batch 610/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9609, Loss: 0.0188 Epoch 51 Batch 611/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9609, Loss: 0.0185 Epoch 51 Batch 612/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9609, Loss: 0.0159 Epoch 51 Batch 613/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 51 Batch 614/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0140 Epoch 51 Batch 615/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9581, Loss: 0.0243 Epoch 51 Batch 616/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9585, Loss: 0.0170 Epoch 51 Batch 617/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9627, Loss: 0.0138 Epoch 51 Batch 618/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0220 Epoch 51 Batch 619/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9538, Loss: 0.0117 Epoch 51 Batch 620/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9524, Loss: 0.0144 Epoch 51 Batch 621/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0166 Epoch 51 Batch 622/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9524, Loss: 0.0215 Epoch 51 Batch 623/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9567, Loss: 0.0259 Epoch 51 Batch 624/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9585, Loss: 0.0196 Epoch 51 Batch 625/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0178 Epoch 51 Batch 626/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9585, Loss: 0.0193 Epoch 51 Batch 627/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9535, Loss: 0.0181 Epoch 51 Batch 628/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9588, Loss: 0.0158 Epoch 51 Batch 629/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9563, Loss: 0.0170 Epoch 51 Batch 630/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9563, Loss: 0.0170 Epoch 51 Batch 631/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9627, Loss: 0.0230 Epoch 51 Batch 632/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9627, Loss: 0.0135 Epoch 51 Batch 633/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9588, Loss: 0.0166 Epoch 51 Batch 634/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9652, Loss: 0.0147 Epoch 51 Batch 635/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9652, Loss: 0.0225 Epoch 51 Batch 636/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9652, Loss: 0.0181 Epoch 51 Batch 637/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9652, Loss: 0.0189 Epoch 51 Batch 638/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9652, Loss: 0.0190 Epoch 51 Batch 639/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9652, Loss: 0.0209 Epoch 51 Batch 640/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9656, Loss: 0.0162 Epoch 51 Batch 641/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0186 Epoch 51 Batch 642/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9705, Loss: 0.0177 Epoch 51 Batch 643/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0131 Epoch 51 Batch 644/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9705, Loss: 0.0152 Epoch 51 Batch 645/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9680, Loss: 0.0175 Epoch 51 Batch 646/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9609, Loss: 0.0184 Epoch 51 Batch 647/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9627, Loss: 0.0222 Epoch 51 Batch 648/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0116 Epoch 51 Batch 649/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9624, Loss: 0.0163 Epoch 51 Batch 650/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9624, Loss: 0.0161 Epoch 51 Batch 651/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9631, Loss: 0.0153 Epoch 51 Batch 652/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9574, Loss: 0.0173 Epoch 51 Batch 653/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9567, Loss: 0.0265 Epoch 51 Batch 654/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0182 Epoch 51 Batch 655/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9620, Loss: 0.0204 Epoch 51 Batch 656/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 51 Batch 657/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9499, Loss: 0.0210 Epoch 51 Batch 658/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9531, Loss: 0.0177 Epoch 51 Batch 659/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9506, Loss: 0.0179 Epoch 51 Batch 660/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0121 Epoch 51 Batch 661/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9585, Loss: 0.0170 Epoch 51 Batch 662/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9581, Loss: 0.0146 Epoch 51 Batch 663/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0122 Epoch 51 Batch 664/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0170 Epoch 51 Batch 665/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0119 Epoch 51 Batch 666/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9627, Loss: 0.0197 Epoch 51 Batch 667/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9627, Loss: 0.0197 Epoch 51 Batch 668/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0127 Epoch 51 Batch 669/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9631, Loss: 0.0128 Epoch 51 Batch 670/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9631, Loss: 0.0150 Epoch 51 Batch 671/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9567, Loss: 0.0188 Epoch 51 Batch 672/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0154 Epoch 51 Batch 673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0182 Epoch 51 Batch 674/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9613, Loss: 0.0174 Epoch 51 Batch 675/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9663, Loss: 0.0216 Epoch 51 Batch 676/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9577, Loss: 0.0190 Epoch 51 Batch 677/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0187 Epoch 51 Batch 678/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9581, Loss: 0.0109 Epoch 51 Batch 679/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9581, Loss: 0.0115 Epoch 51 Batch 680/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9531, Loss: 0.0180 Epoch 51 Batch 681/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0143 Epoch 51 Batch 682/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0145 Epoch 51 Batch 683/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9588, Loss: 0.0135 Epoch 51 Batch 684/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9581, Loss: 0.0176 Epoch 51 Batch 685/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9577, Loss: 0.0214 Epoch 51 Batch 686/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9577, Loss: 0.0133 Epoch 51 Batch 687/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9613, Loss: 0.0162 Epoch 51 Batch 688/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9613, Loss: 0.0119 Epoch 51 Batch 689/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0094 Epoch 51 Batch 690/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9588, Loss: 0.0195 Epoch 51 Batch 691/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9588, Loss: 0.0156 Epoch 51 Batch 692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9638, Loss: 0.0174 Epoch 51 Batch 693/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9709, Loss: 0.0217 Epoch 51 Batch 694/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9712, Loss: 0.0140 Epoch 51 Batch 695/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9709, Loss: 0.0181 Epoch 51 Batch 696/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9709, Loss: 0.0147 Epoch 51 Batch 697/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9702, Loss: 0.0151 Epoch 51 Batch 698/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0144 Epoch 51 Batch 699/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9656, Loss: 0.0147 Epoch 51 Batch 700/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0142 Epoch 51 Batch 701/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9659, Loss: 0.0135 Epoch 51 Batch 702/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9663, Loss: 0.0293 Epoch 51 Batch 703/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9663, Loss: 0.0149 Epoch 51 Batch 704/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9663, Loss: 0.0244 Epoch 51 Batch 705/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9712, Loss: 0.0227 Epoch 51 Batch 706/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9719, Loss: 0.0364 Epoch 51 Batch 707/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9673, Loss: 0.0194 Epoch 51 Batch 708/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0136 Epoch 51 Batch 709/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9570, Loss: 0.0229 Epoch 51 Batch 710/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9570, Loss: 0.0119 Epoch 51 Batch 711/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9620, Loss: 0.0197 Epoch 51 Batch 712/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9588, Loss: 0.0150 Epoch 51 Batch 713/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9563, Loss: 0.0136 Epoch 51 Batch 714/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9560, Loss: 0.0192 Epoch 51 Batch 715/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9560, Loss: 0.0165 Epoch 51 Batch 716/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9471, Loss: 0.0141 Epoch 51 Batch 717/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9464, Loss: 0.0091 Epoch 51 Batch 718/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9457, Loss: 0.0183 Epoch 51 Batch 719/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9457, Loss: 0.0168 Epoch 51 Batch 720/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9439, Loss: 0.0186 Epoch 51 Batch 721/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9439, Loss: 0.0195 Epoch 51 Batch 722/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9439, Loss: 0.0137 Epoch 51 Batch 723/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9439, Loss: 0.0152 Epoch 51 Batch 724/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9489, Loss: 0.0181 Epoch 51 Batch 725/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9542, Loss: 0.0141 Epoch 51 Batch 726/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0097 Epoch 51 Batch 727/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0121 Epoch 51 Batch 728/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9592, Loss: 0.0193 Epoch 51 Batch 729/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9592, Loss: 0.0218 Epoch 51 Batch 730/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9595, Loss: 0.0251 Epoch 51 Batch 731/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9609, Loss: 0.0120 Epoch 51 Batch 732/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9606, Loss: 0.0180 Epoch 51 Batch 733/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9606, Loss: 0.0225 Epoch 51 Batch 734/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9563, Loss: 0.0145 Epoch 51 Batch 735/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0111 Epoch 51 Batch 736/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9545, Loss: 0.0171 Epoch 51 Batch 737/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9538, Loss: 0.0176 Epoch 51 Batch 738/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9588, Loss: 0.0107 Epoch 51 Batch 739/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9627, Loss: 0.0127 Epoch 51 Batch 740/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9627, Loss: 0.0116 Epoch 51 Batch 741/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0212 Epoch 51 Batch 742/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9666, Loss: 0.0159 Epoch 51 Batch 743/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9666, Loss: 0.0146 Epoch 51 Batch 744/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9641, Loss: 0.0208 Epoch 51 Batch 745/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9648, Loss: 0.0189 Epoch 51 Batch 746/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9599, Loss: 0.0143 Epoch 51 Batch 747/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9648, Loss: 0.0132 Epoch 51 Batch 748/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9606, Loss: 0.0121 Epoch 51 Batch 749/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9606, Loss: 0.0103 Epoch 51 Batch 750/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9606, Loss: 0.0174 Epoch 51 Batch 751/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0162 Epoch 51 Batch 752/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9652, Loss: 0.0166 Epoch 51 Batch 753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9648, Loss: 0.0175 Epoch 51 Batch 754/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0171 Epoch 51 Batch 755/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 51 Batch 756/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9585, Loss: 0.0123 Epoch 51 Batch 757/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9663, Loss: 0.0138 Epoch 51 Batch 758/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9663, Loss: 0.0122 Epoch 51 Batch 759/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9613, Loss: 0.0198 Epoch 51 Batch 760/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0195 Epoch 51 Batch 761/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9577, Loss: 0.0160 Epoch 51 Batch 762/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9673, Loss: 0.0131 Epoch 51 Batch 763/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9673, Loss: 0.0190 Epoch 51 Batch 764/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9673, Loss: 0.0165 Epoch 51 Batch 765/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9673, Loss: 0.0196 Epoch 51 Batch 766/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9673, Loss: 0.0194 Epoch 51 Batch 767/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0201 Epoch 51 Batch 768/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9648, Loss: 0.0159 Epoch 51 Batch 769/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9595, Loss: 0.0184 Epoch 51 Batch 770/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0142 Epoch 51 Batch 771/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9521, Loss: 0.0160 Epoch 51 Batch 772/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9521, Loss: 0.0151 Epoch 51 Batch 773/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0139 Epoch 51 Batch 774/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9513, Loss: 0.0131 Epoch 51 Batch 775/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9513, Loss: 0.0138 Epoch 51 Batch 776/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9620, Loss: 0.0212 Epoch 51 Batch 777/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9599, Loss: 0.0147 Epoch 51 Batch 778/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9698, Loss: 0.0189 Epoch 51 Batch 779/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9648, Loss: 0.0133 Epoch 51 Batch 780/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0218 Epoch 51 Batch 781/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9652, Loss: 0.0177 Epoch 51 Batch 782/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9609, Loss: 0.0150 Epoch 51 Batch 783/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9560, Loss: 0.0226 Epoch 51 Batch 784/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9606, Loss: 0.0105 Epoch 51 Batch 785/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9553, Loss: 0.0130 Epoch 51 Batch 786/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9652, Loss: 0.0147 Epoch 51 Batch 787/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9641, Loss: 0.0128 Epoch 51 Batch 788/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9645, Loss: 0.0184 Epoch 51 Batch 789/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9613, Loss: 0.0185 Epoch 51 Batch 790/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9613, Loss: 0.0240 Epoch 51 Batch 791/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9609, Loss: 0.0180 Epoch 51 Batch 792/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0152 Epoch 51 Batch 793/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9606, Loss: 0.0172 Epoch 51 Batch 794/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9549, Loss: 0.0114 Epoch 51 Batch 795/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9545, Loss: 0.0169 Epoch 51 Batch 796/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9595, Loss: 0.0209 Epoch 51 Batch 797/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9641, Loss: 0.0168 Epoch 51 Batch 798/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9695, Loss: 0.0154 Epoch 51 Batch 799/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9702, Loss: 0.0217 Epoch 51 Batch 800/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9638, Loss: 0.0134 Epoch 51 Batch 801/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0139 Epoch 51 Batch 802/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9613, Loss: 0.0207 Epoch 51 Batch 803/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9592, Loss: 0.0126 Epoch 51 Batch 804/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9588, Loss: 0.0112 Epoch 51 Batch 805/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9588, Loss: 0.0198 Epoch 51 Batch 806/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9595, Loss: 0.0138 Epoch 51 Batch 807/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9595, Loss: 0.0105 Epoch 51 Batch 808/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9595, Loss: 0.0268 Epoch 51 Batch 809/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9595, Loss: 0.0289 Epoch 51 Batch 810/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9595, Loss: 0.0127 Epoch 51 Batch 811/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9592, Loss: 0.0151 Epoch 51 Batch 812/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0150 Epoch 51 Batch 813/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9545, Loss: 0.0161 Epoch 51 Batch 814/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9613, Loss: 0.0174 Epoch 51 Batch 815/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9613, Loss: 0.0194 Epoch 51 Batch 816/1077 - Train Accuracy: 0.9971, Validation Accuracy: 0.9609, Loss: 0.0146 Epoch 51 Batch 817/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9634, Loss: 0.0193 Epoch 51 Batch 818/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9631, Loss: 0.0208 Epoch 51 Batch 819/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9677, Loss: 0.0166 Epoch 51 Batch 820/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9680, Loss: 0.0124 Epoch 51 Batch 821/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9712, Loss: 0.0177 Epoch 51 Batch 822/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9709, Loss: 0.0097 Epoch 51 Batch 823/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9666, Loss: 0.0180 Epoch 51 Batch 824/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9716, Loss: 0.0159 Epoch 51 Batch 825/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9719, Loss: 0.0095 Epoch 51 Batch 826/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9716, Loss: 0.0136 Epoch 51 Batch 827/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9680, Loss: 0.0145 Epoch 51 Batch 828/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9659, Loss: 0.0129 Epoch 51 Batch 829/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9659, Loss: 0.0266 Epoch 51 Batch 830/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9659, Loss: 0.0228 Epoch 51 Batch 831/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0173 Epoch 51 Batch 832/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9659, Loss: 0.0114 Epoch 51 Batch 833/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0169 Epoch 51 Batch 834/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9691, Loss: 0.0215 Epoch 51 Batch 835/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9631, Loss: 0.0156 Epoch 51 Batch 836/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9673, Loss: 0.0131 Epoch 51 Batch 837/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9727, Loss: 0.0217 Epoch 51 Batch 838/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9727, Loss: 0.0187 Epoch 51 Batch 839/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9727, Loss: 0.0110 Epoch 51 Batch 840/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9730, Loss: 0.0193 Epoch 51 Batch 841/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9730, Loss: 0.0252 Epoch 51 Batch 842/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9680, Loss: 0.0131 Epoch 51 Batch 843/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0113 Epoch 51 Batch 844/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9666, Loss: 0.0181 Epoch 51 Batch 845/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9666, Loss: 0.0127 Epoch 51 Batch 846/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9691, Loss: 0.0239 Epoch 51 Batch 847/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9688, Loss: 0.0206 Epoch 51 Batch 848/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9737, Loss: 0.0173 Epoch 51 Batch 849/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9801, Loss: 0.0099 Epoch 51 Batch 850/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9780, Loss: 0.0228 Epoch 51 Batch 851/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9773, Loss: 0.0218 Epoch 51 Batch 852/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9773, Loss: 0.0224 Epoch 51 Batch 853/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9773, Loss: 0.0160 Epoch 51 Batch 854/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9773, Loss: 0.0176 Epoch 51 Batch 855/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9773, Loss: 0.0184 Epoch 51 Batch 856/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9773, Loss: 0.0142 Epoch 51 Batch 857/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9773, Loss: 0.0137 Epoch 51 Batch 858/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9769, Loss: 0.0087 Epoch 51 Batch 859/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9769, Loss: 0.0169 Epoch 51 Batch 860/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9773, Loss: 0.0158 Epoch 51 Batch 861/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9748, Loss: 0.0120 Epoch 51 Batch 862/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9794, Loss: 0.0186 Epoch 51 Batch 863/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9794, Loss: 0.0135 Epoch 51 Batch 864/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9734, Loss: 0.0189 Epoch 51 Batch 865/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9734, Loss: 0.0185 Epoch 51 Batch 866/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9734, Loss: 0.0196 Epoch 51 Batch 867/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9734, Loss: 0.0492 Epoch 51 Batch 868/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9734, Loss: 0.0209 Epoch 51 Batch 869/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9730, Loss: 0.0138 Epoch 51 Batch 870/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9730, Loss: 0.0135 Epoch 51 Batch 871/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9730, Loss: 0.0132 Epoch 51 Batch 872/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9727, Loss: 0.0194 Epoch 51 Batch 873/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9727, Loss: 0.0178 Epoch 51 Batch 874/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9677, Loss: 0.0191 Epoch 51 Batch 875/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0137 Epoch 51 Batch 876/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9627, Loss: 0.0159 Epoch 51 Batch 877/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0135 Epoch 51 Batch 878/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0138 Epoch 51 Batch 879/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9634, Loss: 0.0122 Epoch 51 Batch 880/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9638, Loss: 0.0175 Epoch 51 Batch 881/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0140 Epoch 51 Batch 882/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9592, Loss: 0.0114 Epoch 51 Batch 883/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9545, Loss: 0.0214 Epoch 51 Batch 884/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9574, Loss: 0.0197 Epoch 51 Batch 885/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9624, Loss: 0.0097 Epoch 51 Batch 886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9620, Loss: 0.0193 Epoch 51 Batch 887/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0244 Epoch 51 Batch 888/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9478, Loss: 0.0179 Epoch 51 Batch 889/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9474, Loss: 0.0185 Epoch 51 Batch 890/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9513, Loss: 0.0199 Epoch 51 Batch 891/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9606, Loss: 0.0150 Epoch 51 Batch 892/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9556, Loss: 0.0161 Epoch 51 Batch 893/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0138 Epoch 51 Batch 894/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9460, Loss: 0.0133 Epoch 51 Batch 895/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0128 Epoch 51 Batch 896/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9457, Loss: 0.0154 Epoch 51 Batch 897/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9457, Loss: 0.0134 Epoch 51 Batch 898/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9521, Loss: 0.0194 Epoch 51 Batch 899/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9624, Loss: 0.0213 Epoch 51 Batch 900/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9624, Loss: 0.0202 Epoch 51 Batch 901/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9624, Loss: 0.0284 Epoch 51 Batch 902/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0216 Epoch 51 Batch 903/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9627, Loss: 0.0164 Epoch 51 Batch 904/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9631, Loss: 0.0163 Epoch 51 Batch 905/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9634, Loss: 0.0129 Epoch 51 Batch 906/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0130 Epoch 51 Batch 907/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9677, Loss: 0.0152 Epoch 51 Batch 908/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9677, Loss: 0.0171 Epoch 51 Batch 909/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9677, Loss: 0.0188 Epoch 51 Batch 910/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9648, Loss: 0.0172 Epoch 51 Batch 911/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9648, Loss: 0.0180 Epoch 51 Batch 912/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9648, Loss: 0.0163 Epoch 51 Batch 913/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9652, Loss: 0.0211 Epoch 51 Batch 914/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9553, Loss: 0.0466 Epoch 51 Batch 915/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9553, Loss: 0.0157 Epoch 51 Batch 916/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0151 Epoch 51 Batch 917/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0171 Epoch 51 Batch 918/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9553, Loss: 0.0136 Epoch 51 Batch 919/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9606, Loss: 0.0120 Epoch 51 Batch 920/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9606, Loss: 0.0103 Epoch 51 Batch 921/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0194 Epoch 51 Batch 922/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9609, Loss: 0.0175 Epoch 51 Batch 923/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9560, Loss: 0.0087 Epoch 51 Batch 924/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0228 Epoch 51 Batch 925/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9602, Loss: 0.0128 Epoch 51 Batch 926/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9602, Loss: 0.0175 Epoch 51 Batch 927/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9560, Loss: 0.0207 Epoch 51 Batch 928/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9545, Loss: 0.0194 Epoch 51 Batch 929/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0129 Epoch 51 Batch 930/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0136 Epoch 51 Batch 931/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9595, Loss: 0.0158 Epoch 51 Batch 932/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0125 Epoch 51 Batch 933/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9627, Loss: 0.0174 Epoch 51 Batch 934/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9595, Loss: 0.0137 Epoch 51 Batch 935/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9592, Loss: 0.0121 Epoch 51 Batch 936/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9641, Loss: 0.0189 Epoch 51 Batch 937/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9695, Loss: 0.0187 Epoch 51 Batch 938/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9695, Loss: 0.0213 Epoch 51 Batch 939/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9698, Loss: 0.0206 Epoch 51 Batch 940/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9698, Loss: 0.0129 Epoch 51 Batch 941/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0145 Epoch 51 Batch 942/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9663, Loss: 0.0207 Epoch 51 Batch 943/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9656, Loss: 0.0132 Epoch 51 Batch 944/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9609, Loss: 0.0175 Epoch 51 Batch 945/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9609, Loss: 0.0120 Epoch 51 Batch 946/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9606, Loss: 0.0120 Epoch 51 Batch 947/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9542, Loss: 0.0153 Epoch 51 Batch 948/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9542, Loss: 0.0147 Epoch 51 Batch 949/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9592, Loss: 0.0141 Epoch 51 Batch 950/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0156 Epoch 51 Batch 951/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9542, Loss: 0.0189 Epoch 51 Batch 952/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9542, Loss: 0.0106 Epoch 51 Batch 953/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9609, Loss: 0.0134 Epoch 51 Batch 954/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9609, Loss: 0.0226 Epoch 51 Batch 955/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9634, Loss: 0.0178 Epoch 51 Batch 956/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9666, Loss: 0.0179 Epoch 51 Batch 957/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9663, Loss: 0.0121 Epoch 51 Batch 958/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9616, Loss: 0.0139 Epoch 51 Batch 959/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9616, Loss: 0.0186 Epoch 51 Batch 960/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0143 Epoch 51 Batch 961/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9620, Loss: 0.0127 Epoch 51 Batch 962/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0226 Epoch 51 Batch 963/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9599, Loss: 0.0223 Epoch 51 Batch 964/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9599, Loss: 0.0122 Epoch 51 Batch 965/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9549, Loss: 0.0295 Epoch 51 Batch 966/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9560, Loss: 0.0146 Epoch 51 Batch 967/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9563, Loss: 0.0186 Epoch 51 Batch 968/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9513, Loss: 0.0226 Epoch 51 Batch 969/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9602, Loss: 0.0247 Epoch 51 Batch 970/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9602, Loss: 0.0151 Epoch 51 Batch 971/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9631, Loss: 0.0265 Epoch 51 Batch 972/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9592, Loss: 0.0167 Epoch 51 Batch 973/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9595, Loss: 0.0124 Epoch 51 Batch 974/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9620, Loss: 0.0130 Epoch 51 Batch 975/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9688, Loss: 0.0153 Epoch 51 Batch 976/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0159 Epoch 51 Batch 977/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9613, Loss: 0.0088 Epoch 51 Batch 978/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9613, Loss: 0.0178 Epoch 51 Batch 979/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9556, Loss: 0.0146 Epoch 51 Batch 980/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9609, Loss: 0.0160 Epoch 51 Batch 981/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9609, Loss: 0.0246 Epoch 51 Batch 982/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9613, Loss: 0.0198 Epoch 51 Batch 983/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9624, Loss: 0.0173 Epoch 51 Batch 984/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9648, Loss: 0.0200 Epoch 51 Batch 985/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9648, Loss: 0.0138 Epoch 51 Batch 986/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9645, Loss: 0.0171 Epoch 51 Batch 987/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9645, Loss: 0.0128 Epoch 51 Batch 988/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9648, Loss: 0.0187 Epoch 51 Batch 989/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9599, Loss: 0.0170 Epoch 51 Batch 990/1077 - Train Accuracy: 0.9942, Validation Accuracy: 0.9602, Loss: 0.0175 Epoch 51 Batch 991/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9538, Loss: 0.0122 Epoch 51 Batch 992/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9492, Loss: 0.0184 Epoch 51 Batch 993/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9464, Loss: 0.0131 Epoch 51 Batch 994/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9464, Loss: 0.0136 Epoch 51 Batch 995/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9460, Loss: 0.0151 Epoch 51 Batch 996/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9460, Loss: 0.0173 Epoch 51 Batch 997/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9510, Loss: 0.0155 Epoch 51 Batch 998/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9556, Loss: 0.0129 Epoch 51 Batch 999/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9513, Loss: 0.0180 Epoch 51 Batch 1000/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9538, Loss: 0.0182 Epoch 51 Batch 1001/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9535, Loss: 0.0147 Epoch 51 Batch 1002/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9599, Loss: 0.0112 Epoch 51 Batch 1003/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9581, Loss: 0.0180 Epoch 51 Batch 1004/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9521, Loss: 0.0151 Epoch 51 Batch 1005/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9521, Loss: 0.0183 Epoch 51 Batch 1006/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9496, Loss: 0.0172 Epoch 51 Batch 1007/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9556, Loss: 0.0117 Epoch 51 Batch 1008/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9606, Loss: 0.0163 Epoch 51 Batch 1009/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9606, Loss: 0.0119 Epoch 51 Batch 1010/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0154 Epoch 51 Batch 1011/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9581, Loss: 0.0169 Epoch 51 Batch 1012/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9627, Loss: 0.0140 Epoch 51 Batch 1013/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9620, Loss: 0.0124 Epoch 51 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0162 Epoch 51 Batch 1015/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9620, Loss: 0.0192 Epoch 51 Batch 1016/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0134 Epoch 51 Batch 1017/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9528, Loss: 0.0171 Epoch 51 Batch 1018/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9556, Loss: 0.0208 Epoch 51 Batch 1019/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9553, Loss: 0.0230 Epoch 51 Batch 1020/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9553, Loss: 0.0143 Epoch 51 Batch 1021/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9553, Loss: 0.0140 Epoch 51 Batch 1022/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9531, Loss: 0.0144 Epoch 51 Batch 1023/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9577, Loss: 0.0183 Epoch 51 Batch 1024/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9599, Loss: 0.0202 Epoch 51 Batch 1025/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9645, Loss: 0.0192 Epoch 51 Batch 1026/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9673, Loss: 0.0176 Epoch 51 Batch 1027/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9673, Loss: 0.0147 Epoch 51 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9648, Loss: 0.0164 Epoch 51 Batch 1029/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9648, Loss: 0.0167 Epoch 51 Batch 1030/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9698, Loss: 0.0185 Epoch 51 Batch 1031/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9702, Loss: 0.0257 Epoch 51 Batch 1032/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9702, Loss: 0.0184 Epoch 51 Batch 1033/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9691, Loss: 0.0187 Epoch 51 Batch 1034/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9691, Loss: 0.0140 Epoch 51 Batch 1035/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0131 Epoch 51 Batch 1036/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9638, Loss: 0.0214 Epoch 51 Batch 1037/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9574, Loss: 0.0150 Epoch 51 Batch 1038/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9521, Loss: 0.0231 Epoch 51 Batch 1039/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9570, Loss: 0.0206 Epoch 51 Batch 1040/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9570, Loss: 0.0219 Epoch 51 Batch 1041/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9656, Loss: 0.0265 Epoch 51 Batch 1042/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9631, Loss: 0.0137 Epoch 51 Batch 1043/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0217 Epoch 51 Batch 1044/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0146 Epoch 51 Batch 1045/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9531, Loss: 0.0163 Epoch 51 Batch 1046/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9577, Loss: 0.0097 Epoch 51 Batch 1047/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9577, Loss: 0.0145 Epoch 51 Batch 1048/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9524, Loss: 0.0209 Epoch 51 Batch 1049/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9570, Loss: 0.0150 Epoch 51 Batch 1050/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9567, Loss: 0.0116 Epoch 51 Batch 1051/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9567, Loss: 0.0197 Epoch 51 Batch 1052/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9659, Loss: 0.0177 Epoch 51 Batch 1053/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9666, Loss: 0.0234 Epoch 51 Batch 1054/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0162 Epoch 51 Batch 1055/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9677, Loss: 0.0201 Epoch 51 Batch 1056/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9680, Loss: 0.0131 Epoch 51 Batch 1057/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9680, Loss: 0.0160 Epoch 51 Batch 1058/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9680, Loss: 0.0161 Epoch 51 Batch 1059/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9684, Loss: 0.0210 Epoch 51 Batch 1060/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9734, Loss: 0.0120 Epoch 51 Batch 1061/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9705, Loss: 0.0227 Epoch 51 Batch 1062/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9705, Loss: 0.0192 Epoch 51 Batch 1063/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9705, Loss: 0.0216 Epoch 51 Batch 1064/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0170 Epoch 51 Batch 1065/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9751, Loss: 0.0170 Epoch 51 Batch 1066/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9751, Loss: 0.0115 Epoch 51 Batch 1067/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9705, Loss: 0.0129 Epoch 51 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9673, Loss: 0.0115 Epoch 51 Batch 1069/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0118 Epoch 51 Batch 1070/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9727, Loss: 0.0127 Epoch 51 Batch 1071/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0173 Epoch 51 Batch 1072/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9709, Loss: 0.0154 Epoch 51 Batch 1073/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9663, Loss: 0.0194 Epoch 51 Batch 1074/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9663, Loss: 0.0198 Epoch 51 Batch 1075/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9663, Loss: 0.0207 Epoch 52 Batch 1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9652, Loss: 0.0106 Epoch 52 Batch 2/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9652, Loss: 0.0171 Epoch 52 Batch 3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9652, Loss: 0.0223 Epoch 52 Batch 4/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9606, Loss: 0.0134 Epoch 52 Batch 5/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9606, Loss: 0.0202 Epoch 52 Batch 6/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0127 Epoch 52 Batch 7/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9656, Loss: 0.0138 Epoch 52 Batch 8/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9656, Loss: 0.0160 Epoch 52 Batch 9/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0162 Epoch 52 Batch 10/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0167 Epoch 52 Batch 11/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9677, Loss: 0.0243 Epoch 52 Batch 12/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9677, Loss: 0.0125 Epoch 52 Batch 13/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9673, Loss: 0.0224 Epoch 52 Batch 14/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9673, Loss: 0.0122 Epoch 52 Batch 15/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9716, Loss: 0.0160 Epoch 52 Batch 16/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9680, Loss: 0.0169 Epoch 52 Batch 17/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9680, Loss: 0.0129 Epoch 52 Batch 18/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9652, Loss: 0.0114 Epoch 52 Batch 19/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9684, Loss: 0.0152 Epoch 52 Batch 20/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9723, Loss: 0.0115 Epoch 52 Batch 21/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9741, Loss: 0.0190 Epoch 52 Batch 22/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9645, Loss: 0.0187 Epoch 52 Batch 23/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9499, Loss: 0.0105 Epoch 52 Batch 24/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9453, Loss: 0.0172 Epoch 52 Batch 25/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9503, Loss: 0.0091 Epoch 52 Batch 26/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9549, Loss: 0.0205 Epoch 52 Batch 27/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0117 Epoch 52 Batch 28/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0164 Epoch 52 Batch 29/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9680, Loss: 0.0157 Epoch 52 Batch 30/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9734, Loss: 0.0121 Epoch 52 Batch 31/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9734, Loss: 0.0151 Epoch 52 Batch 32/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9712, Loss: 0.0147 Epoch 52 Batch 33/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9688, Loss: 0.0103 Epoch 52 Batch 34/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9631, Loss: 0.0235 Epoch 52 Batch 35/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9631, Loss: 0.0196 Epoch 52 Batch 36/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0139 Epoch 52 Batch 37/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9684, Loss: 0.0234 Epoch 52 Batch 38/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9684, Loss: 0.0230 Epoch 52 Batch 39/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9684, Loss: 0.0175 Epoch 52 Batch 40/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9709, Loss: 0.0107 Epoch 52 Batch 41/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9684, Loss: 0.0141 Epoch 52 Batch 42/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9684, Loss: 0.0253 Epoch 52 Batch 43/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9688, Loss: 0.0093 Epoch 52 Batch 44/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9634, Loss: 0.0112 Epoch 52 Batch 45/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0163 Epoch 52 Batch 46/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9574, Loss: 0.0224 Epoch 52 Batch 47/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9574, Loss: 0.0145 Epoch 52 Batch 48/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0188 Epoch 52 Batch 49/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9684, Loss: 0.0269 Epoch 52 Batch 50/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9684, Loss: 0.0204 Epoch 52 Batch 51/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9684, Loss: 0.0167 Epoch 52 Batch 52/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9641, Loss: 0.0174 Epoch 52 Batch 53/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9641, Loss: 0.0145 Epoch 52 Batch 54/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9620, Loss: 0.0332 Epoch 52 Batch 55/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9574, Loss: 0.0132 Epoch 52 Batch 56/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9624, Loss: 0.0118 Epoch 52 Batch 57/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9549, Loss: 0.0206 Epoch 52 Batch 58/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9506, Loss: 0.0155 Epoch 52 Batch 59/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9506, Loss: 0.0190 Epoch 52 Batch 60/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0108 Epoch 52 Batch 61/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0138 Epoch 52 Batch 62/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9474, Loss: 0.0206 Epoch 52 Batch 63/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0129 Epoch 52 Batch 64/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9528, Loss: 0.0152 Epoch 52 Batch 65/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9574, Loss: 0.0126 Epoch 52 Batch 66/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9570, Loss: 0.0078 Epoch 52 Batch 67/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9570, Loss: 0.0174 Epoch 52 Batch 68/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9574, Loss: 0.0242 Epoch 52 Batch 69/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0225 Epoch 52 Batch 70/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9570, Loss: 0.0219 Epoch 52 Batch 71/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9521, Loss: 0.0117 Epoch 52 Batch 72/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9567, Loss: 0.0182 Epoch 52 Batch 73/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9616, Loss: 0.0138 Epoch 52 Batch 74/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9666, Loss: 0.0183 Epoch 52 Batch 75/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9641, Loss: 0.0252 Epoch 52 Batch 76/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9641, Loss: 0.0128 Epoch 52 Batch 77/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9588, Loss: 0.0179 Epoch 52 Batch 78/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9592, Loss: 0.0194 Epoch 52 Batch 79/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9524, Loss: 0.0137 Epoch 52 Batch 80/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9666, Loss: 0.0147 Epoch 52 Batch 81/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9663, Loss: 0.0134 Epoch 52 Batch 82/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9663, Loss: 0.0168 Epoch 52 Batch 83/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9666, Loss: 0.0150 Epoch 52 Batch 84/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9730, Loss: 0.0170 Epoch 52 Batch 85/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9677, Loss: 0.0143 Epoch 52 Batch 86/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0162 Epoch 52 Batch 87/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9648, Loss: 0.0207 Epoch 52 Batch 88/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9648, Loss: 0.0205 Epoch 52 Batch 89/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0144 Epoch 52 Batch 90/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0120 Epoch 52 Batch 91/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9652, Loss: 0.0147 Epoch 52 Batch 92/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9645, Loss: 0.0154 Epoch 52 Batch 93/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9652, Loss: 0.0153 Epoch 52 Batch 94/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0157 Epoch 52 Batch 95/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9624, Loss: 0.0147 Epoch 52 Batch 96/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9577, Loss: 0.0182 Epoch 52 Batch 97/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9577, Loss: 0.0218 Epoch 52 Batch 98/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9581, Loss: 0.0219 Epoch 52 Batch 99/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0133 Epoch 52 Batch 100/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0142 Epoch 52 Batch 101/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9588, Loss: 0.0156 Epoch 52 Batch 102/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9592, Loss: 0.0123 Epoch 52 Batch 103/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9592, Loss: 0.0221 Epoch 52 Batch 104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9592, Loss: 0.0181 Epoch 52 Batch 105/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9592, Loss: 0.0115 Epoch 52 Batch 106/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9595, Loss: 0.0146 Epoch 52 Batch 107/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9616, Loss: 0.0177 Epoch 52 Batch 108/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9666, Loss: 0.0221 Epoch 52 Batch 109/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9716, Loss: 0.0165 Epoch 52 Batch 110/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9705, Loss: 0.0113 Epoch 52 Batch 111/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0162 Epoch 52 Batch 112/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9574, Loss: 0.0147 Epoch 52 Batch 113/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9638, Loss: 0.0229 Epoch 52 Batch 114/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0133 Epoch 52 Batch 115/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0148 Epoch 52 Batch 116/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9581, Loss: 0.0211 Epoch 52 Batch 117/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0130 Epoch 52 Batch 118/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9599, Loss: 0.0157 Epoch 52 Batch 119/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9599, Loss: 0.0116 Epoch 52 Batch 120/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9599, Loss: 0.0194 Epoch 52 Batch 121/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0213 Epoch 52 Batch 122/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9748, Loss: 0.0180 Epoch 52 Batch 123/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9659, Loss: 0.0130 Epoch 52 Batch 124/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9659, Loss: 0.0227 Epoch 52 Batch 125/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9684, Loss: 0.0250 Epoch 52 Batch 126/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9620, Loss: 0.0156 Epoch 52 Batch 127/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9620, Loss: 0.0154 Epoch 52 Batch 128/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9620, Loss: 0.0159 Epoch 52 Batch 129/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0190 Epoch 52 Batch 130/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9638, Loss: 0.0134 Epoch 52 Batch 131/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0123 Epoch 52 Batch 132/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9513, Loss: 0.0165 Epoch 52 Batch 133/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9513, Loss: 0.0121 Epoch 52 Batch 134/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9535, Loss: 0.0140 Epoch 52 Batch 135/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9535, Loss: 0.0159 Epoch 52 Batch 136/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9535, Loss: 0.0116 Epoch 52 Batch 137/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9535, Loss: 0.0162 Epoch 52 Batch 138/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9538, Loss: 0.0162 Epoch 52 Batch 139/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9581, Loss: 0.0132 Epoch 52 Batch 140/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9691, Loss: 0.0139 Epoch 52 Batch 141/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9613, Loss: 0.0144 Epoch 52 Batch 142/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9624, Loss: 0.0191 Epoch 52 Batch 143/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0186 Epoch 52 Batch 144/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9503, Loss: 0.0226 Epoch 52 Batch 145/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9553, Loss: 0.0148 Epoch 52 Batch 146/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9648, Loss: 0.0530 Epoch 52 Batch 147/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9677, Loss: 0.0139 Epoch 52 Batch 148/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9673, Loss: 0.0207 Epoch 52 Batch 149/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9652, Loss: 0.0123 Epoch 52 Batch 150/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9695, Loss: 0.0173 Epoch 52 Batch 151/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9585, Loss: 0.0128 Epoch 52 Batch 152/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9538, Loss: 0.0187 Epoch 52 Batch 153/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9577, Loss: 0.0267 Epoch 52 Batch 154/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9581, Loss: 0.0119 Epoch 52 Batch 155/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0132 Epoch 52 Batch 156/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9492, Loss: 0.0135 Epoch 52 Batch 157/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9467, Loss: 0.0120 Epoch 52 Batch 158/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0129 Epoch 52 Batch 159/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9574, Loss: 0.0139 Epoch 52 Batch 160/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0168 Epoch 52 Batch 161/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9524, Loss: 0.0120 Epoch 52 Batch 162/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0149 Epoch 52 Batch 163/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9659, Loss: 0.0256 Epoch 52 Batch 164/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9659, Loss: 0.0123 Epoch 52 Batch 165/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9606, Loss: 0.0180 Epoch 52 Batch 166/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9606, Loss: 0.0166 Epoch 52 Batch 167/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9606, Loss: 0.0119 Epoch 52 Batch 168/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9659, Loss: 0.0244 Epoch 52 Batch 169/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9659, Loss: 0.0161 Epoch 52 Batch 170/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9659, Loss: 0.0181 Epoch 52 Batch 171/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9723, Loss: 0.0131 Epoch 52 Batch 172/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9680, Loss: 0.0184 Epoch 52 Batch 173/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0170 Epoch 52 Batch 174/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9680, Loss: 0.0103 Epoch 52 Batch 175/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9680, Loss: 0.0214 Epoch 52 Batch 176/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9620, Loss: 0.0164 Epoch 52 Batch 177/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9663, Loss: 0.0157 Epoch 52 Batch 178/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9663, Loss: 0.0169 Epoch 52 Batch 179/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9666, Loss: 0.0176 Epoch 52 Batch 180/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9666, Loss: 0.0115 Epoch 52 Batch 181/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9730, Loss: 0.0193 Epoch 52 Batch 182/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9723, Loss: 0.0203 Epoch 52 Batch 183/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9723, Loss: 0.0190 Epoch 52 Batch 184/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9723, Loss: 0.0182 Epoch 52 Batch 185/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9723, Loss: 0.0174 Epoch 52 Batch 186/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9723, Loss: 0.0169 Epoch 52 Batch 187/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9723, Loss: 0.0101 Epoch 52 Batch 188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9652, Loss: 0.0167 Epoch 52 Batch 189/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9652, Loss: 0.0128 Epoch 52 Batch 190/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0132 Epoch 52 Batch 191/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9606, Loss: 0.0133 Epoch 52 Batch 192/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9606, Loss: 0.0177 Epoch 52 Batch 193/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9606, Loss: 0.0134 Epoch 52 Batch 194/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9567, Loss: 0.0134 Epoch 52 Batch 195/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0149 Epoch 52 Batch 196/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9659, Loss: 0.0106 Epoch 52 Batch 197/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9613, Loss: 0.0164 Epoch 52 Batch 198/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9585, Loss: 0.0188 Epoch 52 Batch 199/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0155 Epoch 52 Batch 200/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9709, Loss: 0.0146 Epoch 52 Batch 201/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9709, Loss: 0.0151 Epoch 52 Batch 202/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9709, Loss: 0.0147 Epoch 52 Batch 203/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9659, Loss: 0.0166 Epoch 52 Batch 204/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9709, Loss: 0.0325 Epoch 52 Batch 205/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9723, Loss: 0.0243 Epoch 52 Batch 206/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9723, Loss: 0.0142 Epoch 52 Batch 207/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9723, Loss: 0.0141 Epoch 52 Batch 208/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9744, Loss: 0.0141 Epoch 52 Batch 209/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9744, Loss: 0.0108 Epoch 52 Batch 210/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9744, Loss: 0.0156 Epoch 52 Batch 211/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9744, Loss: 0.0117 Epoch 52 Batch 212/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9645, Loss: 0.0133 Epoch 52 Batch 213/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9645, Loss: 0.0111 Epoch 52 Batch 214/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9592, Loss: 0.0124 Epoch 52 Batch 215/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0186 Epoch 52 Batch 216/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9592, Loss: 0.0147 Epoch 52 Batch 217/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0115 Epoch 52 Batch 218/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9641, Loss: 0.0201 Epoch 52 Batch 219/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0103 Epoch 52 Batch 220/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9666, Loss: 0.0138 Epoch 52 Batch 221/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9624, Loss: 0.0178 Epoch 52 Batch 222/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0195 Epoch 52 Batch 223/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9599, Loss: 0.0134 Epoch 52 Batch 224/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9641, Loss: 0.0133 Epoch 52 Batch 225/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9663, Loss: 0.0219 Epoch 52 Batch 226/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9645, Loss: 0.0162 Epoch 52 Batch 227/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9595, Loss: 0.0203 Epoch 52 Batch 228/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9659, Loss: 0.0139 Epoch 52 Batch 229/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9659, Loss: 0.0150 Epoch 52 Batch 230/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0154 Epoch 52 Batch 231/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0190 Epoch 52 Batch 232/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9567, Loss: 0.0145 Epoch 52 Batch 233/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9631, Loss: 0.0197 Epoch 52 Batch 234/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9648, Loss: 0.0125 Epoch 52 Batch 235/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9698, Loss: 0.0182 Epoch 52 Batch 236/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9702, Loss: 0.0142 Epoch 52 Batch 237/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9702, Loss: 0.0180 Epoch 52 Batch 238/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9702, Loss: 0.0153 Epoch 52 Batch 239/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9702, Loss: 0.0123 Epoch 52 Batch 240/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9677, Loss: 0.0107 Epoch 52 Batch 241/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0095 Epoch 52 Batch 242/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0132 Epoch 52 Batch 243/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9645, Loss: 0.0213 Epoch 52 Batch 244/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9645, Loss: 0.0194 Epoch 52 Batch 245/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9652, Loss: 0.0140 Epoch 52 Batch 246/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9702, Loss: 0.0204 Epoch 52 Batch 247/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9684, Loss: 0.0203 Epoch 52 Batch 248/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9634, Loss: 0.0124 Epoch 52 Batch 249/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9592, Loss: 0.0130 Epoch 52 Batch 250/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9680, Loss: 0.0165 Epoch 52 Batch 251/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9730, Loss: 0.0198 Epoch 52 Batch 252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9730, Loss: 0.0175 Epoch 52 Batch 253/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9776, Loss: 0.0159 Epoch 52 Batch 254/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9723, Loss: 0.0198 Epoch 52 Batch 255/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9695, Loss: 0.0130 Epoch 52 Batch 256/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9698, Loss: 0.0318 Epoch 52 Batch 257/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9698, Loss: 0.0132 Epoch 52 Batch 258/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9698, Loss: 0.0152 Epoch 52 Batch 259/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9698, Loss: 0.0147 Epoch 52 Batch 260/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9698, Loss: 0.0126 Epoch 52 Batch 261/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9744, Loss: 0.0157 Epoch 52 Batch 262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9695, Loss: 0.0139 Epoch 52 Batch 263/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9748, Loss: 0.0120 Epoch 52 Batch 264/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9688, Loss: 0.0118 Epoch 52 Batch 265/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9645, Loss: 0.0122 Epoch 52 Batch 266/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9595, Loss: 0.0195 Epoch 52 Batch 267/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9620, Loss: 0.0122 Epoch 52 Batch 268/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0209 Epoch 52 Batch 269/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9620, Loss: 0.0179 Epoch 52 Batch 270/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0233 Epoch 52 Batch 271/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9599, Loss: 0.0145 Epoch 52 Batch 272/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0424 Epoch 52 Batch 273/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0137 Epoch 52 Batch 274/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0163 Epoch 52 Batch 275/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9595, Loss: 0.0127 Epoch 52 Batch 276/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9595, Loss: 0.0277 Epoch 52 Batch 277/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9595, Loss: 0.0112 Epoch 52 Batch 278/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9592, Loss: 0.0188 Epoch 52 Batch 279/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0221 Epoch 52 Batch 280/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9723, Loss: 0.0184 Epoch 52 Batch 281/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0157 Epoch 52 Batch 282/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9716, Loss: 0.0166 Epoch 52 Batch 283/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9673, Loss: 0.0160 Epoch 52 Batch 284/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0144 Epoch 52 Batch 285/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0162 Epoch 52 Batch 286/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 52 Batch 287/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0241 Epoch 52 Batch 288/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9723, Loss: 0.0240 Epoch 52 Batch 289/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9723, Loss: 0.0126 Epoch 52 Batch 290/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9727, Loss: 0.0267 Epoch 52 Batch 291/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9620, Loss: 0.0246 Epoch 52 Batch 292/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9620, Loss: 0.0134 Epoch 52 Batch 293/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0122 Epoch 52 Batch 294/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9624, Loss: 0.0143 Epoch 52 Batch 295/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9627, Loss: 0.0153 Epoch 52 Batch 296/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9624, Loss: 0.0156 Epoch 52 Batch 297/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9627, Loss: 0.0172 Epoch 52 Batch 298/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9641, Loss: 0.0198 Epoch 52 Batch 299/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0168 Epoch 52 Batch 300/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9698, Loss: 0.0131 Epoch 52 Batch 301/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9698, Loss: 0.0138 Epoch 52 Batch 302/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9698, Loss: 0.0187 Epoch 52 Batch 303/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9652, Loss: 0.0212 Epoch 52 Batch 304/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9652, Loss: 0.0181 Epoch 52 Batch 305/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9652, Loss: 0.0129 Epoch 52 Batch 306/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9741, Loss: 0.0242 Epoch 52 Batch 307/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9712, Loss: 0.0165 Epoch 52 Batch 308/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9716, Loss: 0.0196 Epoch 52 Batch 309/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0123 Epoch 52 Batch 310/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9677, Loss: 0.0135 Epoch 52 Batch 311/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9677, Loss: 0.0139 Epoch 52 Batch 312/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9677, Loss: 0.0186 Epoch 52 Batch 313/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9659, Loss: 0.0129 Epoch 52 Batch 314/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0214 Epoch 52 Batch 315/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9663, Loss: 0.0156 Epoch 52 Batch 316/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9677, Loss: 0.0169 Epoch 52 Batch 317/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9663, Loss: 0.0169 Epoch 52 Batch 318/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9666, Loss: 0.0099 Epoch 52 Batch 319/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0169 Epoch 52 Batch 320/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9556, Loss: 0.0291 Epoch 52 Batch 321/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0148 Epoch 52 Batch 322/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0151 Epoch 52 Batch 323/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0203 Epoch 52 Batch 324/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9606, Loss: 0.0168 Epoch 52 Batch 325/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9659, Loss: 0.0150 Epoch 52 Batch 326/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9648, Loss: 0.0125 Epoch 52 Batch 327/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9638, Loss: 0.0222 Epoch 52 Batch 328/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9595, Loss: 0.0175 Epoch 52 Batch 329/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9638, Loss: 0.0175 Epoch 52 Batch 330/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9638, Loss: 0.0172 Epoch 52 Batch 331/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0149 Epoch 52 Batch 332/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9638, Loss: 0.0125 Epoch 52 Batch 333/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9638, Loss: 0.0141 Epoch 52 Batch 334/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9528, Loss: 0.0149 Epoch 52 Batch 335/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9592, Loss: 0.0163 Epoch 52 Batch 336/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9592, Loss: 0.0526 Epoch 52 Batch 337/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9528, Loss: 0.0197 Epoch 52 Batch 338/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9503, Loss: 0.0229 Epoch 52 Batch 339/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9503, Loss: 0.0117 Epoch 52 Batch 340/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9542, Loss: 0.0177 Epoch 52 Batch 341/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9545, Loss: 0.0196 Epoch 52 Batch 342/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9545, Loss: 0.0114 Epoch 52 Batch 343/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9570, Loss: 0.0183 Epoch 52 Batch 344/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9570, Loss: 0.0193 Epoch 52 Batch 345/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9570, Loss: 0.0139 Epoch 52 Batch 346/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0143 Epoch 52 Batch 347/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9513, Loss: 0.0134 Epoch 52 Batch 348/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9517, Loss: 0.0109 Epoch 52 Batch 349/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9467, Loss: 0.0155 Epoch 52 Batch 350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9467, Loss: 0.0119 Epoch 52 Batch 351/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9460, Loss: 0.0182 Epoch 52 Batch 352/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9521, Loss: 0.0135 Epoch 52 Batch 353/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9521, Loss: 0.0185 Epoch 52 Batch 354/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9513, Loss: 0.0161 Epoch 52 Batch 355/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9513, Loss: 0.0164 Epoch 52 Batch 356/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9521, Loss: 0.0149 Epoch 52 Batch 357/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9521, Loss: 0.0206 Epoch 52 Batch 358/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9496, Loss: 0.0199 Epoch 52 Batch 359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9545, Loss: 0.0156 Epoch 52 Batch 360/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9542, Loss: 0.0131 Epoch 52 Batch 361/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9545, Loss: 0.0106 Epoch 52 Batch 362/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9599, Loss: 0.0180 Epoch 52 Batch 363/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9599, Loss: 0.0179 Epoch 52 Batch 364/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9549, Loss: 0.0212 Epoch 52 Batch 365/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9545, Loss: 0.0097 Epoch 52 Batch 366/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9503, Loss: 0.0131 Epoch 52 Batch 367/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9499, Loss: 0.0102 Epoch 52 Batch 368/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9496, Loss: 0.0151 Epoch 52 Batch 369/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0151 Epoch 52 Batch 370/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0154 Epoch 52 Batch 371/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9567, Loss: 0.0137 Epoch 52 Batch 372/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9616, Loss: 0.0161 Epoch 52 Batch 373/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9563, Loss: 0.0127 Epoch 52 Batch 374/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0223 Epoch 52 Batch 375/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9616, Loss: 0.0127 Epoch 52 Batch 376/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9595, Loss: 0.0152 Epoch 52 Batch 377/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0147 Epoch 52 Batch 378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0121 Epoch 52 Batch 379/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9542, Loss: 0.0233 Epoch 52 Batch 380/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9542, Loss: 0.0124 Epoch 52 Batch 381/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0173 Epoch 52 Batch 382/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9545, Loss: 0.0245 Epoch 52 Batch 383/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9545, Loss: 0.0154 Epoch 52 Batch 384/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9545, Loss: 0.0142 Epoch 52 Batch 385/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0125 Epoch 52 Batch 386/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9545, Loss: 0.0126 Epoch 52 Batch 387/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0127 Epoch 52 Batch 388/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9549, Loss: 0.0217 Epoch 52 Batch 389/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0132 Epoch 52 Batch 390/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9634, Loss: 0.0236 Epoch 52 Batch 391/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9585, Loss: 0.0142 Epoch 52 Batch 392/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0251 Epoch 52 Batch 393/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9645, Loss: 0.0175 Epoch 52 Batch 394/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9599, Loss: 0.0152 Epoch 52 Batch 395/1077 - Train Accuracy: 0.9959, Validation Accuracy: 0.9535, Loss: 0.0140 Epoch 52 Batch 396/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0190 Epoch 52 Batch 397/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0196 Epoch 52 Batch 398/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9535, Loss: 0.0177 Epoch 52 Batch 399/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9581, Loss: 0.0167 Epoch 52 Batch 400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9581, Loss: 0.0142 Epoch 52 Batch 401/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9606, Loss: 0.0132 Epoch 52 Batch 402/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9606, Loss: 0.0140 Epoch 52 Batch 403/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9606, Loss: 0.0257 Epoch 52 Batch 404/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9609, Loss: 0.0177 Epoch 52 Batch 405/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9609, Loss: 0.0178 Epoch 52 Batch 406/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9570, Loss: 0.0125 Epoch 52 Batch 407/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9574, Loss: 0.0196 Epoch 52 Batch 408/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9574, Loss: 0.0219 Epoch 52 Batch 409/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9574, Loss: 0.0164 Epoch 52 Batch 410/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9549, Loss: 0.0292 Epoch 52 Batch 411/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9549, Loss: 0.0215 Epoch 52 Batch 412/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9545, Loss: 0.0141 Epoch 52 Batch 413/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0130 Epoch 52 Batch 414/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9592, Loss: 0.0136 Epoch 52 Batch 415/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9542, Loss: 0.0207 Epoch 52 Batch 416/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9563, Loss: 0.0159 Epoch 52 Batch 417/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0273 Epoch 52 Batch 418/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9560, Loss: 0.0175 Epoch 52 Batch 419/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9560, Loss: 0.0146 Epoch 52 Batch 420/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0098 Epoch 52 Batch 421/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9609, Loss: 0.0224 Epoch 52 Batch 422/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9609, Loss: 0.0124 Epoch 52 Batch 423/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9656, Loss: 0.0179 Epoch 52 Batch 424/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9652, Loss: 0.0138 Epoch 52 Batch 425/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9652, Loss: 0.0143 Epoch 52 Batch 426/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9656, Loss: 0.0209 Epoch 52 Batch 427/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9585, Loss: 0.0163 Epoch 52 Batch 428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9553, Loss: 0.0145 Epoch 52 Batch 429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9531, Loss: 0.0101 Epoch 52 Batch 430/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9538, Loss: 0.0148 Epoch 52 Batch 431/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9538, Loss: 0.0137 Epoch 52 Batch 432/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9489, Loss: 0.0175 Epoch 52 Batch 433/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9489, Loss: 0.0220 Epoch 52 Batch 434/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9446, Loss: 0.0124 Epoch 52 Batch 435/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9524, Loss: 0.0207 Epoch 52 Batch 436/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9524, Loss: 0.0177 Epoch 52 Batch 437/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9524, Loss: 0.0168 Epoch 52 Batch 438/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9517, Loss: 0.0128 Epoch 52 Batch 439/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9499, Loss: 0.0187 Epoch 52 Batch 440/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9503, Loss: 0.0183 Epoch 52 Batch 441/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9499, Loss: 0.0176 Epoch 52 Batch 442/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9521, Loss: 0.0239 Epoch 52 Batch 443/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0174 Epoch 52 Batch 444/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9567, Loss: 0.0179 Epoch 52 Batch 445/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9560, Loss: 0.0156 Epoch 52 Batch 446/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9560, Loss: 0.0122 Epoch 52 Batch 447/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9609, Loss: 0.0123 Epoch 52 Batch 448/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0161 Epoch 52 Batch 449/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0232 Epoch 52 Batch 450/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9563, Loss: 0.0205 Epoch 52 Batch 451/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9563, Loss: 0.0148 Epoch 52 Batch 452/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9545, Loss: 0.0164 Epoch 52 Batch 453/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9556, Loss: 0.0217 Epoch 52 Batch 454/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9553, Loss: 0.0277 Epoch 52 Batch 455/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9616, Loss: 0.0171 Epoch 52 Batch 456/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9624, Loss: 0.0224 Epoch 52 Batch 457/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9595, Loss: 0.0131 Epoch 52 Batch 458/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9549, Loss: 0.0212 Epoch 52 Batch 459/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9577, Loss: 0.0163 Epoch 52 Batch 460/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9556, Loss: 0.0172 Epoch 52 Batch 461/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9556, Loss: 0.0181 Epoch 52 Batch 462/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9606, Loss: 0.0170 Epoch 52 Batch 463/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9606, Loss: 0.0132 Epoch 52 Batch 464/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0174 Epoch 52 Batch 465/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0287 Epoch 52 Batch 466/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9556, Loss: 0.0158 Epoch 52 Batch 467/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9556, Loss: 0.0146 Epoch 52 Batch 468/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9602, Loss: 0.0122 Epoch 52 Batch 469/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9609, Loss: 0.0114 Epoch 52 Batch 470/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9609, Loss: 0.0157 Epoch 52 Batch 471/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0116 Epoch 52 Batch 472/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9634, Loss: 0.0141 Epoch 52 Batch 473/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0158 Epoch 52 Batch 474/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9638, Loss: 0.0187 Epoch 52 Batch 475/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9588, Loss: 0.0165 Epoch 52 Batch 476/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9631, Loss: 0.0150 Epoch 52 Batch 477/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9556, Loss: 0.0196 Epoch 52 Batch 478/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9553, Loss: 0.0181 Epoch 52 Batch 479/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9652, Loss: 0.0188 Epoch 52 Batch 480/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9588, Loss: 0.0154 Epoch 52 Batch 481/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9538, Loss: 0.0172 Epoch 52 Batch 482/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9535, Loss: 0.0188 Epoch 52 Batch 483/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9482, Loss: 0.0220 Epoch 52 Batch 484/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9485, Loss: 0.0167 Epoch 52 Batch 485/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0176 Epoch 52 Batch 486/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9499, Loss: 0.0155 Epoch 52 Batch 487/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9524, Loss: 0.0102 Epoch 52 Batch 488/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9478, Loss: 0.0141 Epoch 52 Batch 489/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9478, Loss: 0.0168 Epoch 52 Batch 490/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0169 Epoch 52 Batch 491/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0216 Epoch 52 Batch 492/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0236 Epoch 52 Batch 493/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9545, Loss: 0.0162 Epoch 52 Batch 494/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9588, Loss: 0.0145 Epoch 52 Batch 495/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0162 Epoch 52 Batch 496/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9638, Loss: 0.0143 Epoch 52 Batch 497/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9702, Loss: 0.0232 Epoch 52 Batch 498/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9702, Loss: 0.0207 Epoch 52 Batch 499/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9684, Loss: 0.0170 Epoch 52 Batch 500/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0137 Epoch 52 Batch 501/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9581, Loss: 0.0149 Epoch 52 Batch 502/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0186 Epoch 52 Batch 503/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9577, Loss: 0.0134 Epoch 52 Batch 504/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0162 Epoch 52 Batch 505/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9577, Loss: 0.0121 Epoch 52 Batch 506/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9673, Loss: 0.0248 Epoch 52 Batch 507/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9631, Loss: 0.0205 Epoch 52 Batch 508/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9634, Loss: 0.0107 Epoch 52 Batch 509/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9684, Loss: 0.0238 Epoch 52 Batch 510/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9634, Loss: 0.0144 Epoch 52 Batch 511/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9506, Loss: 0.0170 Epoch 52 Batch 512/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9453, Loss: 0.0134 Epoch 52 Batch 513/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0191 Epoch 52 Batch 514/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9585, Loss: 0.0182 Epoch 52 Batch 515/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0158 Epoch 52 Batch 516/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0160 Epoch 52 Batch 517/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9577, Loss: 0.0185 Epoch 52 Batch 518/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9673, Loss: 0.0154 Epoch 52 Batch 519/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9673, Loss: 0.0176 Epoch 52 Batch 520/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9606, Loss: 0.0119 Epoch 52 Batch 521/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9609, Loss: 0.0178 Epoch 52 Batch 522/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9602, Loss: 0.0205 Epoch 52 Batch 523/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9556, Loss: 0.0176 Epoch 52 Batch 524/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9556, Loss: 0.0214 Epoch 52 Batch 525/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9560, Loss: 0.0157 Epoch 52 Batch 526/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9624, Loss: 0.0125 Epoch 52 Batch 527/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9570, Loss: 0.0149 Epoch 52 Batch 528/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0153 Epoch 52 Batch 529/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9648, Loss: 0.0172 Epoch 52 Batch 530/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0203 Epoch 52 Batch 531/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9624, Loss: 0.0190 Epoch 52 Batch 532/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0244 Epoch 52 Batch 533/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9634, Loss: 0.0142 Epoch 52 Batch 534/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9634, Loss: 0.0184 Epoch 52 Batch 535/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9634, Loss: 0.0149 Epoch 52 Batch 536/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9634, Loss: 0.0197 Epoch 52 Batch 537/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9730, Loss: 0.0137 Epoch 52 Batch 538/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9730, Loss: 0.0165 Epoch 52 Batch 539/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9624, Loss: 0.0203 Epoch 52 Batch 540/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0128 Epoch 52 Batch 541/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9680, Loss: 0.0180 Epoch 52 Batch 542/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9684, Loss: 0.0155 Epoch 52 Batch 543/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9730, Loss: 0.0129 Epoch 52 Batch 544/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9702, Loss: 0.0107 Epoch 52 Batch 545/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0186 Epoch 52 Batch 546/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9542, Loss: 0.0176 Epoch 52 Batch 547/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9496, Loss: 0.0159 Epoch 52 Batch 548/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9492, Loss: 0.0215 Epoch 52 Batch 549/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9496, Loss: 0.0254 Epoch 52 Batch 550/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9570, Loss: 0.0152 Epoch 52 Batch 551/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9595, Loss: 0.0211 Epoch 52 Batch 552/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0206 Epoch 52 Batch 553/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9467, Loss: 0.0243 Epoch 52 Batch 554/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9513, Loss: 0.0154 Epoch 52 Batch 555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9489, Loss: 0.0123 Epoch 52 Batch 556/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9492, Loss: 0.0116 Epoch 52 Batch 557/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9492, Loss: 0.0144 Epoch 52 Batch 558/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9499, Loss: 0.0160 Epoch 52 Batch 559/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9545, Loss: 0.0178 Epoch 52 Batch 560/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9545, Loss: 0.0191 Epoch 52 Batch 561/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0134 Epoch 52 Batch 562/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9592, Loss: 0.0154 Epoch 52 Batch 563/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9592, Loss: 0.0172 Epoch 52 Batch 564/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9595, Loss: 0.0230 Epoch 52 Batch 565/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0208 Epoch 52 Batch 566/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9567, Loss: 0.0173 Epoch 52 Batch 567/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9563, Loss: 0.0179 Epoch 52 Batch 568/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9563, Loss: 0.0159 Epoch 52 Batch 569/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9563, Loss: 0.0211 Epoch 52 Batch 570/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9599, Loss: 0.0201 Epoch 52 Batch 571/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9606, Loss: 0.0135 Epoch 52 Batch 572/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0195 Epoch 52 Batch 573/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0280 Epoch 52 Batch 574/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9616, Loss: 0.0186 Epoch 52 Batch 575/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9716, Loss: 0.0152 Epoch 52 Batch 576/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9691, Loss: 0.0161 Epoch 52 Batch 577/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9542, Loss: 0.0159 Epoch 52 Batch 578/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9542, Loss: 0.0191 Epoch 52 Batch 579/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9464, Loss: 0.0155 Epoch 52 Batch 580/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9411, Loss: 0.0140 Epoch 52 Batch 581/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9464, Loss: 0.0126 Epoch 52 Batch 582/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9467, Loss: 0.0119 Epoch 52 Batch 583/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9517, Loss: 0.0291 Epoch 52 Batch 584/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9418, Loss: 0.0214 Epoch 52 Batch 585/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9553, Loss: 0.0121 Epoch 52 Batch 586/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9553, Loss: 0.0141 Epoch 52 Batch 587/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9553, Loss: 0.0201 Epoch 52 Batch 588/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9606, Loss: 0.0148 Epoch 52 Batch 589/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9634, Loss: 0.0109 Epoch 52 Batch 590/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9634, Loss: 0.0146 Epoch 52 Batch 591/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9549, Loss: 0.0146 Epoch 52 Batch 592/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0164 Epoch 52 Batch 593/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9588, Loss: 0.0328 Epoch 52 Batch 594/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9588, Loss: 0.0197 Epoch 52 Batch 595/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9613, Loss: 0.0132 Epoch 52 Batch 596/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0170 Epoch 52 Batch 597/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9638, Loss: 0.0127 Epoch 52 Batch 598/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9634, Loss: 0.0178 Epoch 52 Batch 599/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9634, Loss: 0.0228 Epoch 52 Batch 600/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9631, Loss: 0.0199 Epoch 52 Batch 601/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9680, Loss: 0.0189 Epoch 52 Batch 602/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9677, Loss: 0.0155 Epoch 52 Batch 603/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9727, Loss: 0.0150 Epoch 52 Batch 604/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9776, Loss: 0.0244 Epoch 52 Batch 605/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9776, Loss: 0.0231 Epoch 52 Batch 606/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9712, Loss: 0.0138 Epoch 52 Batch 607/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9755, Loss: 0.0167 Epoch 52 Batch 608/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9755, Loss: 0.0240 Epoch 52 Batch 609/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9734, Loss: 0.0190 Epoch 52 Batch 610/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9648, Loss: 0.0189 Epoch 52 Batch 611/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9648, Loss: 0.0153 Epoch 52 Batch 612/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9599, Loss: 0.0140 Epoch 52 Batch 613/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9620, Loss: 0.0159 Epoch 52 Batch 614/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9616, Loss: 0.0152 Epoch 52 Batch 615/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0164 Epoch 52 Batch 616/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9592, Loss: 0.0144 Epoch 52 Batch 617/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9592, Loss: 0.0140 Epoch 52 Batch 618/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0198 Epoch 52 Batch 619/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9613, Loss: 0.0135 Epoch 52 Batch 620/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0135 Epoch 52 Batch 621/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9517, Loss: 0.0187 Epoch 52 Batch 622/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9513, Loss: 0.0214 Epoch 52 Batch 623/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9485, Loss: 0.0242 Epoch 52 Batch 624/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9517, Loss: 0.0172 Epoch 52 Batch 625/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0196 Epoch 52 Batch 626/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9609, Loss: 0.0137 Epoch 52 Batch 627/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9606, Loss: 0.0165 Epoch 52 Batch 628/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9599, Loss: 0.0183 Epoch 52 Batch 629/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9602, Loss: 0.0170 Epoch 52 Batch 630/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9609, Loss: 0.0167 Epoch 52 Batch 631/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0233 Epoch 52 Batch 632/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0121 Epoch 52 Batch 633/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0154 Epoch 52 Batch 634/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9702, Loss: 0.0148 Epoch 52 Batch 635/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9702, Loss: 0.0190 Epoch 52 Batch 636/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9723, Loss: 0.0175 Epoch 52 Batch 637/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9677, Loss: 0.0167 Epoch 52 Batch 638/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0150 Epoch 52 Batch 639/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9666, Loss: 0.0212 Epoch 52 Batch 640/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9656, Loss: 0.0158 Epoch 52 Batch 641/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9730, Loss: 0.0186 Epoch 52 Batch 642/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0137 Epoch 52 Batch 643/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9641, Loss: 0.0138 Epoch 52 Batch 644/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9638, Loss: 0.0146 Epoch 52 Batch 645/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0197 Epoch 52 Batch 646/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0150 Epoch 52 Batch 647/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9588, Loss: 0.0227 Epoch 52 Batch 648/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9652, Loss: 0.0141 Epoch 52 Batch 649/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9652, Loss: 0.0148 Epoch 52 Batch 650/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9652, Loss: 0.0187 Epoch 52 Batch 651/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9677, Loss: 0.0157 Epoch 52 Batch 652/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9684, Loss: 0.0177 Epoch 52 Batch 653/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9631, Loss: 0.0215 Epoch 52 Batch 654/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9670, Loss: 0.0150 Epoch 52 Batch 655/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9620, Loss: 0.0197 Epoch 52 Batch 656/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9577, Loss: 0.0194 Epoch 52 Batch 657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9577, Loss: 0.0203 Epoch 52 Batch 658/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9549, Loss: 0.0129 Epoch 52 Batch 659/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0126 Epoch 52 Batch 660/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9531, Loss: 0.0153 Epoch 52 Batch 661/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0137 Epoch 52 Batch 662/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9553, Loss: 0.0140 Epoch 52 Batch 663/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9556, Loss: 0.0149 Epoch 52 Batch 664/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9631, Loss: 0.0157 Epoch 52 Batch 665/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9581, Loss: 0.0135 Epoch 52 Batch 666/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9560, Loss: 0.0181 Epoch 52 Batch 667/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9560, Loss: 0.0174 Epoch 52 Batch 668/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9560, Loss: 0.0131 Epoch 52 Batch 669/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9563, Loss: 0.0138 Epoch 52 Batch 670/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9563, Loss: 0.0129 Epoch 52 Batch 671/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9560, Loss: 0.0200 Epoch 52 Batch 672/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9563, Loss: 0.0151 Epoch 52 Batch 673/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0178 Epoch 52 Batch 674/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9567, Loss: 0.0157 Epoch 52 Batch 675/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9616, Loss: 0.0199 Epoch 52 Batch 676/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0163 Epoch 52 Batch 677/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9624, Loss: 0.0176 Epoch 52 Batch 678/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9624, Loss: 0.0102 Epoch 52 Batch 679/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9599, Loss: 0.0121 Epoch 52 Batch 680/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9549, Loss: 0.0203 Epoch 52 Batch 681/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0194 Epoch 52 Batch 682/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9425, Loss: 0.0138 Epoch 52 Batch 683/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0136 Epoch 52 Batch 684/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9531, Loss: 0.0157 Epoch 52 Batch 685/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9531, Loss: 0.0221 Epoch 52 Batch 686/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0121 Epoch 52 Batch 687/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9531, Loss: 0.0169 Epoch 52 Batch 688/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9556, Loss: 0.0146 Epoch 52 Batch 689/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0090 Epoch 52 Batch 690/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9656, Loss: 0.0174 Epoch 52 Batch 691/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9712, Loss: 0.0148 Epoch 52 Batch 692/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9663, Loss: 0.0185 Epoch 52 Batch 693/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9663, Loss: 0.0213 Epoch 52 Batch 694/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9616, Loss: 0.0171 Epoch 52 Batch 695/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0204 Epoch 52 Batch 696/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9616, Loss: 0.0153 Epoch 52 Batch 697/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9688, Loss: 0.0166 Epoch 52 Batch 698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9680, Loss: 0.0131 Epoch 52 Batch 699/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9638, Loss: 0.0108 Epoch 52 Batch 700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9638, Loss: 0.0145 Epoch 52 Batch 701/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9581, Loss: 0.0156 Epoch 52 Batch 702/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9521, Loss: 0.0297 Epoch 52 Batch 703/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9577, Loss: 0.0145 Epoch 52 Batch 704/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9577, Loss: 0.0257 Epoch 52 Batch 705/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9585, Loss: 0.0182 Epoch 52 Batch 706/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9688, Loss: 0.0341 Epoch 52 Batch 707/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9730, Loss: 0.0163 Epoch 52 Batch 708/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9641, Loss: 0.0128 Epoch 52 Batch 709/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9641, Loss: 0.0174 Epoch 52 Batch 710/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9585, Loss: 0.0124 Epoch 52 Batch 711/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0187 Epoch 52 Batch 712/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0130 Epoch 52 Batch 713/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9538, Loss: 0.0135 Epoch 52 Batch 714/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9482, Loss: 0.0160 Epoch 52 Batch 715/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9460, Loss: 0.0153 Epoch 52 Batch 716/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9425, Loss: 0.0131 Epoch 52 Batch 717/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9425, Loss: 0.0104 Epoch 52 Batch 718/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0166 Epoch 52 Batch 719/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9464, Loss: 0.0181 Epoch 52 Batch 720/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9457, Loss: 0.0173 Epoch 52 Batch 721/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9457, Loss: 0.0132 Epoch 52 Batch 722/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9503, Loss: 0.0116 Epoch 52 Batch 723/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9496, Loss: 0.0170 Epoch 52 Batch 724/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9499, Loss: 0.0213 Epoch 52 Batch 725/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9560, Loss: 0.0128 Epoch 52 Batch 726/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9538, Loss: 0.0103 Epoch 52 Batch 727/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9538, Loss: 0.0135 Epoch 52 Batch 728/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9538, Loss: 0.0150 Epoch 52 Batch 729/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9542, Loss: 0.0199 Epoch 52 Batch 730/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0223 Epoch 52 Batch 731/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9553, Loss: 0.0141 Epoch 52 Batch 732/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9574, Loss: 0.0185 Epoch 52 Batch 733/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0190 Epoch 52 Batch 734/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9549, Loss: 0.0163 Epoch 52 Batch 735/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0117 Epoch 52 Batch 736/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9609, Loss: 0.0132 Epoch 52 Batch 737/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0166 Epoch 52 Batch 738/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9609, Loss: 0.0103 Epoch 52 Batch 739/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9560, Loss: 0.0130 Epoch 52 Batch 740/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9577, Loss: 0.0100 Epoch 52 Batch 741/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9634, Loss: 0.0222 Epoch 52 Batch 742/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0142 Epoch 52 Batch 743/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9656, Loss: 0.0169 Epoch 52 Batch 744/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9656, Loss: 0.0189 Epoch 52 Batch 745/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9609, Loss: 0.0195 Epoch 52 Batch 746/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0160 Epoch 52 Batch 747/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9613, Loss: 0.0154 Epoch 52 Batch 748/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0113 Epoch 52 Batch 749/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9599, Loss: 0.0151 Epoch 52 Batch 750/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9645, Loss: 0.0152 Epoch 52 Batch 751/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0170 Epoch 52 Batch 752/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9659, Loss: 0.0192 Epoch 52 Batch 753/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9631, Loss: 0.0140 Epoch 52 Batch 754/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0184 Epoch 52 Batch 755/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0196 Epoch 52 Batch 756/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0140 Epoch 52 Batch 757/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0150 Epoch 52 Batch 758/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9659, Loss: 0.0119 Epoch 52 Batch 759/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9680, Loss: 0.0211 Epoch 52 Batch 760/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9684, Loss: 0.0177 Epoch 52 Batch 761/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9638, Loss: 0.0159 Epoch 52 Batch 762/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9638, Loss: 0.0142 Epoch 52 Batch 763/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0170 Epoch 52 Batch 764/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9638, Loss: 0.0152 Epoch 52 Batch 765/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9638, Loss: 0.0203 Epoch 52 Batch 766/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0176 Epoch 52 Batch 767/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9705, Loss: 0.0206 Epoch 52 Batch 768/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9751, Loss: 0.0160 Epoch 52 Batch 769/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0182 Epoch 52 Batch 770/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9659, Loss: 0.0157 Epoch 52 Batch 771/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9609, Loss: 0.0122 Epoch 52 Batch 772/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9556, Loss: 0.0150 Epoch 52 Batch 773/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9609, Loss: 0.0150 Epoch 52 Batch 774/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9560, Loss: 0.0187 Epoch 52 Batch 775/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9556, Loss: 0.0134 Epoch 52 Batch 776/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9599, Loss: 0.0155 Epoch 52 Batch 777/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9705, Loss: 0.0122 Epoch 52 Batch 778/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9659, Loss: 0.0174 Epoch 52 Batch 779/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0118 Epoch 52 Batch 780/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0227 Epoch 52 Batch 781/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9631, Loss: 0.0128 Epoch 52 Batch 782/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9680, Loss: 0.0150 Epoch 52 Batch 783/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9627, Loss: 0.0159 Epoch 52 Batch 784/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9627, Loss: 0.0104 Epoch 52 Batch 785/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 52 Batch 786/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9616, Loss: 0.0129 Epoch 52 Batch 787/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9606, Loss: 0.0135 Epoch 52 Batch 788/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9602, Loss: 0.0175 Epoch 52 Batch 789/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9581, Loss: 0.0169 Epoch 52 Batch 790/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9606, Loss: 0.0213 Epoch 52 Batch 791/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9549, Loss: 0.0181 Epoch 52 Batch 792/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9549, Loss: 0.0170 Epoch 52 Batch 793/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0187 Epoch 52 Batch 794/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9528, Loss: 0.0145 Epoch 52 Batch 795/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9560, Loss: 0.0215 Epoch 52 Batch 796/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9624, Loss: 0.0160 Epoch 52 Batch 797/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0147 Epoch 52 Batch 798/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9588, Loss: 0.0139 Epoch 52 Batch 799/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9645, Loss: 0.0225 Epoch 52 Batch 800/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9645, Loss: 0.0156 Epoch 52 Batch 801/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9645, Loss: 0.0147 Epoch 52 Batch 802/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9641, Loss: 0.0215 Epoch 52 Batch 803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9602, Loss: 0.0148 Epoch 52 Batch 804/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9602, Loss: 0.0094 Epoch 52 Batch 805/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0138 Epoch 52 Batch 806/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9595, Loss: 0.0181 Epoch 52 Batch 807/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9577, Loss: 0.0112 Epoch 52 Batch 808/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9577, Loss: 0.0278 Epoch 52 Batch 809/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9577, Loss: 0.0309 Epoch 52 Batch 810/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9570, Loss: 0.0134 Epoch 52 Batch 811/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9570, Loss: 0.0147 Epoch 52 Batch 812/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0137 Epoch 52 Batch 813/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0141 Epoch 52 Batch 814/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9549, Loss: 0.0176 Epoch 52 Batch 815/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9549, Loss: 0.0178 Epoch 52 Batch 816/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9574, Loss: 0.0130 Epoch 52 Batch 817/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9570, Loss: 0.0155 Epoch 52 Batch 818/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9616, Loss: 0.0209 Epoch 52 Batch 819/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0179 Epoch 52 Batch 820/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9677, Loss: 0.0138 Epoch 52 Batch 821/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9695, Loss: 0.0187 Epoch 52 Batch 822/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9695, Loss: 0.0138 Epoch 52 Batch 823/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9691, Loss: 0.0172 Epoch 52 Batch 824/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9688, Loss: 0.0181 Epoch 52 Batch 825/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9666, Loss: 0.0083 Epoch 52 Batch 826/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9666, Loss: 0.0131 Epoch 52 Batch 827/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9627, Loss: 0.0165 Epoch 52 Batch 828/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0147 Epoch 52 Batch 829/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9684, Loss: 0.0225 Epoch 52 Batch 830/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9684, Loss: 0.0195 Epoch 52 Batch 831/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0151 Epoch 52 Batch 832/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9684, Loss: 0.0122 Epoch 52 Batch 833/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0164 Epoch 52 Batch 834/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9684, Loss: 0.0190 Epoch 52 Batch 835/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9702, Loss: 0.0175 Epoch 52 Batch 836/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9705, Loss: 0.0141 Epoch 52 Batch 837/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9705, Loss: 0.0203 Epoch 52 Batch 838/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0184 Epoch 52 Batch 839/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9645, Loss: 0.0105 Epoch 52 Batch 840/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9645, Loss: 0.0193 Epoch 52 Batch 841/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0263 Epoch 52 Batch 842/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0122 Epoch 52 Batch 843/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9524, Loss: 0.0106 Epoch 52 Batch 844/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9613, Loss: 0.0148 Epoch 52 Batch 845/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9613, Loss: 0.0141 Epoch 52 Batch 846/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9666, Loss: 0.0249 Epoch 52 Batch 847/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0200 Epoch 52 Batch 848/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9695, Loss: 0.0164 Epoch 52 Batch 849/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9691, Loss: 0.0094 Epoch 52 Batch 850/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9688, Loss: 0.0250 Epoch 52 Batch 851/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9684, Loss: 0.0224 Epoch 52 Batch 852/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0235 Epoch 52 Batch 853/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9727, Loss: 0.0145 Epoch 52 Batch 854/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0169 Epoch 52 Batch 855/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9727, Loss: 0.0187 Epoch 52 Batch 856/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9727, Loss: 0.0158 Epoch 52 Batch 857/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9773, Loss: 0.0112 Epoch 52 Batch 858/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9773, Loss: 0.0086 Epoch 52 Batch 859/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9773, Loss: 0.0150 Epoch 52 Batch 860/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9773, Loss: 0.0193 Epoch 52 Batch 861/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9776, Loss: 0.0111 Epoch 52 Batch 862/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9776, Loss: 0.0199 Epoch 52 Batch 863/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0157 Epoch 52 Batch 864/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9631, Loss: 0.0188 Epoch 52 Batch 865/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9620, Loss: 0.0229 Epoch 52 Batch 866/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9641, Loss: 0.0208 Epoch 52 Batch 867/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9645, Loss: 0.0488 Epoch 52 Batch 868/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0225 Epoch 52 Batch 869/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9645, Loss: 0.0138 Epoch 52 Batch 870/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9641, Loss: 0.0140 Epoch 52 Batch 871/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9641, Loss: 0.0169 Epoch 52 Batch 872/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9688, Loss: 0.0160 Epoch 52 Batch 873/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9638, Loss: 0.0183 Epoch 52 Batch 874/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9638, Loss: 0.0214 Epoch 52 Batch 875/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9641, Loss: 0.0123 Epoch 52 Batch 876/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9588, Loss: 0.0129 Epoch 52 Batch 877/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0131 Epoch 52 Batch 878/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9567, Loss: 0.0101 Epoch 52 Batch 879/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9567, Loss: 0.0120 Epoch 52 Batch 880/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9567, Loss: 0.0180 Epoch 52 Batch 881/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0167 Epoch 52 Batch 882/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9567, Loss: 0.0172 Epoch 52 Batch 883/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9567, Loss: 0.0211 Epoch 52 Batch 884/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9609, Loss: 0.0188 Epoch 52 Batch 885/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9609, Loss: 0.0089 Epoch 52 Batch 886/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9613, Loss: 0.0167 Epoch 52 Batch 887/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9567, Loss: 0.0226 Epoch 52 Batch 888/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9563, Loss: 0.0160 Epoch 52 Batch 889/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9563, Loss: 0.0164 Epoch 52 Batch 890/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9563, Loss: 0.0193 Epoch 52 Batch 891/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9563, Loss: 0.0119 Epoch 52 Batch 892/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9563, Loss: 0.0162 Epoch 52 Batch 893/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9663, Loss: 0.0142 Epoch 52 Batch 894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9613, Loss: 0.0143 Epoch 52 Batch 895/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0127 Epoch 52 Batch 896/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9513, Loss: 0.0165 Epoch 52 Batch 897/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9513, Loss: 0.0142 Epoch 52 Batch 898/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0170 Epoch 52 Batch 899/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9673, Loss: 0.0176 Epoch 52 Batch 900/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9673, Loss: 0.0188 Epoch 52 Batch 901/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0282 Epoch 52 Batch 902/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9673, Loss: 0.0226 Epoch 52 Batch 903/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9652, Loss: 0.0173 Epoch 52 Batch 904/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0149 Epoch 52 Batch 905/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0124 Epoch 52 Batch 906/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9613, Loss: 0.0126 Epoch 52 Batch 907/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0150 Epoch 52 Batch 908/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9609, Loss: 0.0154 Epoch 52 Batch 909/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9652, Loss: 0.0227 Epoch 52 Batch 910/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9652, Loss: 0.0172 Epoch 52 Batch 911/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9702, Loss: 0.0233 Epoch 52 Batch 912/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9748, Loss: 0.0187 Epoch 52 Batch 913/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9748, Loss: 0.0282 Epoch 52 Batch 914/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9748, Loss: 0.0455 Epoch 52 Batch 915/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9705, Loss: 0.0125 Epoch 52 Batch 916/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9695, Loss: 0.0141 Epoch 52 Batch 917/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9719, Loss: 0.0171 Epoch 52 Batch 918/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9670, Loss: 0.0149 Epoch 52 Batch 919/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9670, Loss: 0.0106 Epoch 52 Batch 920/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9670, Loss: 0.0123 Epoch 52 Batch 921/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9602, Loss: 0.0162 Epoch 52 Batch 922/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9602, Loss: 0.0167 Epoch 52 Batch 923/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9645, Loss: 0.0116 Epoch 52 Batch 924/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9645, Loss: 0.0240 Epoch 52 Batch 925/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9645, Loss: 0.0158 Epoch 52 Batch 926/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9641, Loss: 0.0170 Epoch 52 Batch 927/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9666, Loss: 0.0210 Epoch 52 Batch 928/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9641, Loss: 0.0198 Epoch 52 Batch 929/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9645, Loss: 0.0147 Epoch 52 Batch 930/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9645, Loss: 0.0131 Epoch 52 Batch 931/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9695, Loss: 0.0141 Epoch 52 Batch 932/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9698, Loss: 0.0167 Epoch 52 Batch 933/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0157 Epoch 52 Batch 934/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0125 Epoch 52 Batch 935/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0121 Epoch 52 Batch 936/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9684, Loss: 0.0209 Epoch 52 Batch 937/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9627, Loss: 0.0210 Epoch 52 Batch 938/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9631, Loss: 0.0226 Epoch 52 Batch 939/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9695, Loss: 0.0188 Epoch 52 Batch 940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9737, Loss: 0.0136 Epoch 52 Batch 941/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9734, Loss: 0.0153 Epoch 52 Batch 942/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9684, Loss: 0.0189 Epoch 52 Batch 943/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9627, Loss: 0.0124 Epoch 52 Batch 944/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9641, Loss: 0.0141 Epoch 52 Batch 945/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9688, Loss: 0.0095 Epoch 52 Batch 946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9688, Loss: 0.0114 Epoch 52 Batch 947/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9688, Loss: 0.0175 Epoch 52 Batch 948/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9688, Loss: 0.0181 Epoch 52 Batch 949/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9666, Loss: 0.0142 Epoch 52 Batch 950/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9620, Loss: 0.0140 Epoch 52 Batch 951/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9641, Loss: 0.0182 Epoch 52 Batch 952/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9645, Loss: 0.0123 Epoch 52 Batch 953/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0140 Epoch 52 Batch 954/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9638, Loss: 0.0216 Epoch 52 Batch 955/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9641, Loss: 0.0184 Epoch 52 Batch 956/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9592, Loss: 0.0155 Epoch 52 Batch 957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9592, Loss: 0.0095 Epoch 52 Batch 958/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9592, Loss: 0.0171 Epoch 52 Batch 959/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9592, Loss: 0.0221 Epoch 52 Batch 960/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9538, Loss: 0.0145 Epoch 52 Batch 961/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9560, Loss: 0.0134 Epoch 52 Batch 962/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9606, Loss: 0.0238 Epoch 52 Batch 963/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0217 Epoch 52 Batch 964/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9638, Loss: 0.0132 Epoch 52 Batch 965/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9638, Loss: 0.0274 Epoch 52 Batch 966/1077 - Train Accuracy: 0.9779, Validation Accuracy: 0.9613, Loss: 0.0153 Epoch 52 Batch 967/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9560, Loss: 0.0195 Epoch 52 Batch 968/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9609, Loss: 0.0218 Epoch 52 Batch 969/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9727, Loss: 0.0216 Epoch 52 Batch 970/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9627, Loss: 0.0178 Epoch 52 Batch 971/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9670, Loss: 0.0242 Epoch 52 Batch 972/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0187 Epoch 52 Batch 973/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9613, Loss: 0.0118 Epoch 52 Batch 974/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0137 Epoch 52 Batch 975/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9599, Loss: 0.0160 Epoch 52 Batch 976/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0137 Epoch 52 Batch 977/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9616, Loss: 0.0103 Epoch 52 Batch 978/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0194 Epoch 52 Batch 979/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9496, Loss: 0.0137 Epoch 52 Batch 980/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9496, Loss: 0.0192 Epoch 52 Batch 981/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9446, Loss: 0.0243 Epoch 52 Batch 982/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9496, Loss: 0.0158 Epoch 52 Batch 983/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9499, Loss: 0.0167 Epoch 52 Batch 984/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9616, Loss: 0.0244 Epoch 52 Batch 985/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9666, Loss: 0.0128 Epoch 52 Batch 986/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9709, Loss: 0.0142 Epoch 52 Batch 987/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9709, Loss: 0.0106 Epoch 52 Batch 988/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9680, Loss: 0.0205 Epoch 52 Batch 989/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9680, Loss: 0.0160 Epoch 52 Batch 990/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0194 Epoch 52 Batch 991/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9574, Loss: 0.0149 Epoch 52 Batch 992/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9513, Loss: 0.0169 Epoch 52 Batch 993/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9510, Loss: 0.0135 Epoch 52 Batch 994/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0164 Epoch 52 Batch 995/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9592, Loss: 0.0122 Epoch 52 Batch 996/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9638, Loss: 0.0180 Epoch 52 Batch 997/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9592, Loss: 0.0128 Epoch 52 Batch 998/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0156 Epoch 52 Batch 999/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9641, Loss: 0.0193 Epoch 52 Batch 1000/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0186 Epoch 52 Batch 1001/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0131 Epoch 52 Batch 1002/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0117 Epoch 52 Batch 1003/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9524, Loss: 0.0173 Epoch 52 Batch 1004/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9474, Loss: 0.0149 Epoch 52 Batch 1005/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9467, Loss: 0.0175 Epoch 52 Batch 1006/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9421, Loss: 0.0136 Epoch 52 Batch 1007/1077 - Train Accuracy: 0.9978, Validation Accuracy: 0.9421, Loss: 0.0100 Epoch 52 Batch 1008/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9425, Loss: 0.0184 Epoch 52 Batch 1009/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9425, Loss: 0.0112 Epoch 52 Batch 1010/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9453, Loss: 0.0120 Epoch 52 Batch 1011/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0150 Epoch 52 Batch 1012/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9595, Loss: 0.0139 Epoch 52 Batch 1013/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9645, Loss: 0.0083 Epoch 52 Batch 1014/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9624, Loss: 0.0145 Epoch 52 Batch 1015/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9620, Loss: 0.0187 Epoch 52 Batch 1016/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0139 Epoch 52 Batch 1017/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0145 Epoch 52 Batch 1018/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9613, Loss: 0.0197 Epoch 52 Batch 1019/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9613, Loss: 0.0209 Epoch 52 Batch 1020/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0134 Epoch 52 Batch 1021/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9492, Loss: 0.0172 Epoch 52 Batch 1022/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0147 Epoch 52 Batch 1023/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9517, Loss: 0.0187 Epoch 52 Batch 1024/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0193 Epoch 52 Batch 1025/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9719, Loss: 0.0183 Epoch 52 Batch 1026/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9698, Loss: 0.0202 Epoch 52 Batch 1027/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0144 Epoch 52 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9702, Loss: 0.0158 Epoch 52 Batch 1029/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9705, Loss: 0.0161 Epoch 52 Batch 1030/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9663, Loss: 0.0139 Epoch 52 Batch 1031/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9663, Loss: 0.0182 Epoch 52 Batch 1032/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9666, Loss: 0.0188 Epoch 52 Batch 1033/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9634, Loss: 0.0168 Epoch 52 Batch 1034/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0130 Epoch 52 Batch 1035/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9634, Loss: 0.0108 Epoch 52 Batch 1036/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0171 Epoch 52 Batch 1037/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9673, Loss: 0.0161 Epoch 52 Batch 1038/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9677, Loss: 0.0225 Epoch 52 Batch 1039/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9680, Loss: 0.0148 Epoch 52 Batch 1040/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9680, Loss: 0.0155 Epoch 52 Batch 1041/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0252 Epoch 52 Batch 1042/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9627, Loss: 0.0109 Epoch 52 Batch 1043/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9627, Loss: 0.0230 Epoch 52 Batch 1044/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9677, Loss: 0.0180 Epoch 52 Batch 1045/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9677, Loss: 0.0157 Epoch 52 Batch 1046/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9645, Loss: 0.0105 Epoch 52 Batch 1047/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9581, Loss: 0.0139 Epoch 52 Batch 1048/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9627, Loss: 0.0186 Epoch 52 Batch 1049/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0153 Epoch 52 Batch 1050/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9535, Loss: 0.0091 Epoch 52 Batch 1051/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9535, Loss: 0.0209 Epoch 52 Batch 1052/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0136 Epoch 52 Batch 1053/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9631, Loss: 0.0189 Epoch 52 Batch 1054/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9684, Loss: 0.0168 Epoch 52 Batch 1055/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9684, Loss: 0.0181 Epoch 52 Batch 1056/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9684, Loss: 0.0126 Epoch 52 Batch 1057/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9680, Loss: 0.0155 Epoch 52 Batch 1058/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9680, Loss: 0.0163 Epoch 52 Batch 1059/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9680, Loss: 0.0217 Epoch 52 Batch 1060/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9684, Loss: 0.0126 Epoch 52 Batch 1061/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9680, Loss: 0.0199 Epoch 52 Batch 1062/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9680, Loss: 0.0225 Epoch 52 Batch 1063/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9709, Loss: 0.0261 Epoch 52 Batch 1064/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9755, Loss: 0.0162 Epoch 52 Batch 1065/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9727, Loss: 0.0185 Epoch 52 Batch 1066/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9748, Loss: 0.0138 Epoch 52 Batch 1067/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9727, Loss: 0.0124 Epoch 52 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9702, Loss: 0.0121 Epoch 52 Batch 1069/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9702, Loss: 0.0118 Epoch 52 Batch 1070/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9702, Loss: 0.0159 Epoch 52 Batch 1071/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9705, Loss: 0.0187 Epoch 52 Batch 1072/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9705, Loss: 0.0161 Epoch 52 Batch 1073/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9751, Loss: 0.0177 Epoch 52 Batch 1074/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9709, Loss: 0.0185 Epoch 52 Batch 1075/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9709, Loss: 0.0180 Epoch 53 Batch 1/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9709, Loss: 0.0113 Epoch 53 Batch 2/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9709, Loss: 0.0151 Epoch 53 Batch 3/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9709, Loss: 0.0249 Epoch 53 Batch 4/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9709, Loss: 0.0162 Epoch 53 Batch 5/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9709, Loss: 0.0228 Epoch 53 Batch 6/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9709, Loss: 0.0115 Epoch 53 Batch 7/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9705, Loss: 0.0156 Epoch 53 Batch 8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9705, Loss: 0.0145 Epoch 53 Batch 9/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9705, Loss: 0.0142 Epoch 53 Batch 10/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0166 Epoch 53 Batch 11/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0222 Epoch 53 Batch 12/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0109 Epoch 53 Batch 13/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0220 Epoch 53 Batch 14/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0135 Epoch 53 Batch 15/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9652, Loss: 0.0147 Epoch 53 Batch 16/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9602, Loss: 0.0158 Epoch 53 Batch 17/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0145 Epoch 53 Batch 18/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9556, Loss: 0.0111 Epoch 53 Batch 19/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0143 Epoch 53 Batch 20/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9656, Loss: 0.0131 Epoch 53 Batch 21/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9656, Loss: 0.0186 Epoch 53 Batch 22/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9656, Loss: 0.0179 Epoch 53 Batch 23/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0113 Epoch 53 Batch 24/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0185 Epoch 53 Batch 25/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9467, Loss: 0.0116 Epoch 53 Batch 26/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9521, Loss: 0.0231 Epoch 53 Batch 27/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9560, Loss: 0.0118 Epoch 53 Batch 28/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9638, Loss: 0.0192 Epoch 53 Batch 29/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9751, Loss: 0.0222 Epoch 53 Batch 30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9751, Loss: 0.0140 Epoch 53 Batch 31/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9727, Loss: 0.0149 Epoch 53 Batch 32/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9705, Loss: 0.0132 Epoch 53 Batch 33/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9648, Loss: 0.0134 Epoch 53 Batch 34/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9670, Loss: 0.0238 Epoch 53 Batch 35/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9670, Loss: 0.0208 Epoch 53 Batch 36/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9670, Loss: 0.0125 Epoch 53 Batch 37/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0168 Epoch 53 Batch 38/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0230 Epoch 53 Batch 39/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9670, Loss: 0.0210 Epoch 53 Batch 40/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9670, Loss: 0.0132 Epoch 53 Batch 41/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9609, Loss: 0.0137 Epoch 53 Batch 42/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0249 Epoch 53 Batch 43/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9627, Loss: 0.0085 Epoch 53 Batch 44/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9574, Loss: 0.0110 Epoch 53 Batch 45/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9577, Loss: 0.0141 Epoch 53 Batch 46/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9560, Loss: 0.0183 Epoch 53 Batch 47/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9602, Loss: 0.0164 Epoch 53 Batch 48/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9656, Loss: 0.0228 Epoch 53 Batch 49/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0246 Epoch 53 Batch 50/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9709, Loss: 0.0145 Epoch 53 Batch 51/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9709, Loss: 0.0161 Epoch 53 Batch 52/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9659, Loss: 0.0227 Epoch 53 Batch 53/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9570, Loss: 0.0143 Epoch 53 Batch 54/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9549, Loss: 0.0293 Epoch 53 Batch 55/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9549, Loss: 0.0134 Epoch 53 Batch 56/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9549, Loss: 0.0120 Epoch 53 Batch 57/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9496, Loss: 0.0170 Epoch 53 Batch 58/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9567, Loss: 0.0166 Epoch 53 Batch 59/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9478, Loss: 0.0178 Epoch 53 Batch 60/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9503, Loss: 0.0089 Epoch 53 Batch 61/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9499, Loss: 0.0153 Epoch 53 Batch 62/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9485, Loss: 0.0201 Epoch 53 Batch 63/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9489, Loss: 0.0125 Epoch 53 Batch 64/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9535, Loss: 0.0148 Epoch 53 Batch 65/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9560, Loss: 0.0138 Epoch 53 Batch 66/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9560, Loss: 0.0095 Epoch 53 Batch 67/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9560, Loss: 0.0181 Epoch 53 Batch 68/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9563, Loss: 0.0234 Epoch 53 Batch 69/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0225 Epoch 53 Batch 70/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9570, Loss: 0.0228 Epoch 53 Batch 71/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9570, Loss: 0.0108 Epoch 53 Batch 72/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0149 Epoch 53 Batch 73/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9563, Loss: 0.0136 Epoch 53 Batch 74/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9560, Loss: 0.0165 Epoch 53 Batch 75/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9606, Loss: 0.0241 Epoch 53 Batch 76/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0153 Epoch 53 Batch 77/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0142 Epoch 53 Batch 78/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9638, Loss: 0.0160 Epoch 53 Batch 79/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9659, Loss: 0.0114 Epoch 53 Batch 80/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9680, Loss: 0.0144 Epoch 53 Batch 81/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0123 Epoch 53 Batch 82/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9634, Loss: 0.0146 Epoch 53 Batch 83/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9588, Loss: 0.0139 Epoch 53 Batch 84/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9652, Loss: 0.0181 Epoch 53 Batch 85/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9606, Loss: 0.0127 Epoch 53 Batch 86/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9542, Loss: 0.0168 Epoch 53 Batch 87/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0189 Epoch 53 Batch 88/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9634, Loss: 0.0237 Epoch 53 Batch 89/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9634, Loss: 0.0158 Epoch 53 Batch 90/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0136 Epoch 53 Batch 91/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0149 Epoch 53 Batch 92/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0148 Epoch 53 Batch 93/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9524, Loss: 0.0138 Epoch 53 Batch 94/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9524, Loss: 0.0156 Epoch 53 Batch 95/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9577, Loss: 0.0183 Epoch 53 Batch 96/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9577, Loss: 0.0164 Epoch 53 Batch 97/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0193 Epoch 53 Batch 98/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9585, Loss: 0.0233 Epoch 53 Batch 99/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9585, Loss: 0.0132 Epoch 53 Batch 100/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9535, Loss: 0.0127 Epoch 53 Batch 101/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9535, Loss: 0.0132 Epoch 53 Batch 102/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9545, Loss: 0.0112 Epoch 53 Batch 103/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9545, Loss: 0.0205 Epoch 53 Batch 104/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9570, Loss: 0.0194 Epoch 53 Batch 105/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0140 Epoch 53 Batch 106/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9609, Loss: 0.0184 Epoch 53 Batch 107/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9663, Loss: 0.0177 Epoch 53 Batch 108/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9684, Loss: 0.0221 Epoch 53 Batch 109/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0146 Epoch 53 Batch 110/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9659, Loss: 0.0115 Epoch 53 Batch 111/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9705, Loss: 0.0134 Epoch 53 Batch 112/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9656, Loss: 0.0110 Epoch 53 Batch 113/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9702, Loss: 0.0211 Epoch 53 Batch 114/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9702, Loss: 0.0135 Epoch 53 Batch 115/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9698, Loss: 0.0169 Epoch 53 Batch 116/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9695, Loss: 0.0208 Epoch 53 Batch 117/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9695, Loss: 0.0122 Epoch 53 Batch 118/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9645, Loss: 0.0140 Epoch 53 Batch 119/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9748, Loss: 0.0118 Epoch 53 Batch 120/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9751, Loss: 0.0180 Epoch 53 Batch 121/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9698, Loss: 0.0210 Epoch 53 Batch 122/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9698, Loss: 0.0153 Epoch 53 Batch 123/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9751, Loss: 0.0124 Epoch 53 Batch 124/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9705, Loss: 0.0222 Epoch 53 Batch 125/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9705, Loss: 0.0248 Epoch 53 Batch 126/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9641, Loss: 0.0153 Epoch 53 Batch 127/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9641, Loss: 0.0163 Epoch 53 Batch 128/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9641, Loss: 0.0141 Epoch 53 Batch 129/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9641, Loss: 0.0158 Epoch 53 Batch 130/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9567, Loss: 0.0142 Epoch 53 Batch 131/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9588, Loss: 0.0151 Epoch 53 Batch 132/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0128 Epoch 53 Batch 133/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9542, Loss: 0.0113 Epoch 53 Batch 134/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9567, Loss: 0.0126 Epoch 53 Batch 135/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0159 Epoch 53 Batch 136/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9528, Loss: 0.0113 Epoch 53 Batch 137/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9535, Loss: 0.0140 Epoch 53 Batch 138/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9641, Loss: 0.0164 Epoch 53 Batch 139/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9741, Loss: 0.0139 Epoch 53 Batch 140/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9741, Loss: 0.0140 Epoch 53 Batch 141/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9648, Loss: 0.0136 Epoch 53 Batch 142/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9648, Loss: 0.0170 Epoch 53 Batch 143/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9648, Loss: 0.0149 Epoch 53 Batch 144/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9691, Loss: 0.0187 Epoch 53 Batch 145/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9641, Loss: 0.0147 Epoch 53 Batch 146/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9670, Loss: 0.0503 Epoch 53 Batch 147/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9670, Loss: 0.0147 Epoch 53 Batch 148/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0220 Epoch 53 Batch 149/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0120 Epoch 53 Batch 150/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0163 Epoch 53 Batch 151/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9691, Loss: 0.0101 Epoch 53 Batch 152/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0219 Epoch 53 Batch 153/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9602, Loss: 0.0244 Epoch 53 Batch 154/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9602, Loss: 0.0125 Epoch 53 Batch 155/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9556, Loss: 0.0115 Epoch 53 Batch 156/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9556, Loss: 0.0118 Epoch 53 Batch 157/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9563, Loss: 0.0120 Epoch 53 Batch 158/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9513, Loss: 0.0154 Epoch 53 Batch 159/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9563, Loss: 0.0154 Epoch 53 Batch 160/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9563, Loss: 0.0112 Epoch 53 Batch 161/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9513, Loss: 0.0094 Epoch 53 Batch 162/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9513, Loss: 0.0144 Epoch 53 Batch 163/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9492, Loss: 0.0206 Epoch 53 Batch 164/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9489, Loss: 0.0131 Epoch 53 Batch 165/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9496, Loss: 0.0234 Epoch 53 Batch 166/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9656, Loss: 0.0166 Epoch 53 Batch 167/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9659, Loss: 0.0149 Epoch 53 Batch 168/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9659, Loss: 0.0249 Epoch 53 Batch 169/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9659, Loss: 0.0159 Epoch 53 Batch 170/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9702, Loss: 0.0191 Epoch 53 Batch 171/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9702, Loss: 0.0150 Epoch 53 Batch 172/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9702, Loss: 0.0145 Epoch 53 Batch 173/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9702, Loss: 0.0153 Epoch 53 Batch 174/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0130 Epoch 53 Batch 175/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9684, Loss: 0.0192 Epoch 53 Batch 176/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9684, Loss: 0.0167 Epoch 53 Batch 177/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9638, Loss: 0.0128 Epoch 53 Batch 178/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9638, Loss: 0.0151 Epoch 53 Batch 179/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9631, Loss: 0.0179 Epoch 53 Batch 180/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9680, Loss: 0.0113 Epoch 53 Batch 181/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9680, Loss: 0.0188 Epoch 53 Batch 182/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9680, Loss: 0.0226 Epoch 53 Batch 183/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9723, Loss: 0.0154 Epoch 53 Batch 184/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9723, Loss: 0.0173 Epoch 53 Batch 185/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9695, Loss: 0.0194 Epoch 53 Batch 186/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9695, Loss: 0.0168 Epoch 53 Batch 187/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9631, Loss: 0.0103 Epoch 53 Batch 188/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0157 Epoch 53 Batch 189/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0128 Epoch 53 Batch 190/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9531, Loss: 0.0143 Epoch 53 Batch 191/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9581, Loss: 0.0126 Epoch 53 Batch 192/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9581, Loss: 0.0123 Epoch 53 Batch 193/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9585, Loss: 0.0146 Epoch 53 Batch 194/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9613, Loss: 0.0105 Epoch 53 Batch 195/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0154 Epoch 53 Batch 196/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0125 Epoch 53 Batch 197/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9588, Loss: 0.0194 Epoch 53 Batch 198/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9588, Loss: 0.0188 Epoch 53 Batch 199/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9588, Loss: 0.0122 Epoch 53 Batch 200/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0154 Epoch 53 Batch 201/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9638, Loss: 0.0156 Epoch 53 Batch 202/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9638, Loss: 0.0121 Epoch 53 Batch 203/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9709, Loss: 0.0174 Epoch 53 Batch 204/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9709, Loss: 0.0297 Epoch 53 Batch 205/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9709, Loss: 0.0213 Epoch 53 Batch 206/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9709, Loss: 0.0128 Epoch 53 Batch 207/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9659, Loss: 0.0146 Epoch 53 Batch 208/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9709, Loss: 0.0148 Epoch 53 Batch 209/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9656, Loss: 0.0116 Epoch 53 Batch 210/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9606, Loss: 0.0164 Epoch 53 Batch 211/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9609, Loss: 0.0107 Epoch 53 Batch 212/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9723, Loss: 0.0133 Epoch 53 Batch 213/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9723, Loss: 0.0120 Epoch 53 Batch 214/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9698, Loss: 0.0141 Epoch 53 Batch 215/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9645, Loss: 0.0177 Epoch 53 Batch 216/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9698, Loss: 0.0160 Epoch 53 Batch 217/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9698, Loss: 0.0102 Epoch 53 Batch 218/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9727, Loss: 0.0180 Epoch 53 Batch 219/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9648, Loss: 0.0114 Epoch 53 Batch 220/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9648, Loss: 0.0157 Epoch 53 Batch 221/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9656, Loss: 0.0163 Epoch 53 Batch 222/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0176 Epoch 53 Batch 223/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9666, Loss: 0.0159 Epoch 53 Batch 224/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9666, Loss: 0.0152 Epoch 53 Batch 225/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9666, Loss: 0.0196 Epoch 53 Batch 226/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0164 Epoch 53 Batch 227/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0198 Epoch 53 Batch 228/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9663, Loss: 0.0127 Epoch 53 Batch 229/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0153 Epoch 53 Batch 230/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0135 Epoch 53 Batch 231/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0167 Epoch 53 Batch 232/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9656, Loss: 0.0144 Epoch 53 Batch 233/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9656, Loss: 0.0208 Epoch 53 Batch 234/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0116 Epoch 53 Batch 235/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9648, Loss: 0.0196 Epoch 53 Batch 236/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9645, Loss: 0.0134 Epoch 53 Batch 237/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0160 Epoch 53 Batch 238/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0137 Epoch 53 Batch 239/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9563, Loss: 0.0099 Epoch 53 Batch 240/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9563, Loss: 0.0115 Epoch 53 Batch 241/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9567, Loss: 0.0101 Epoch 53 Batch 242/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0132 Epoch 53 Batch 243/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9670, Loss: 0.0206 Epoch 53 Batch 244/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9670, Loss: 0.0152 Epoch 53 Batch 245/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9670, Loss: 0.0141 Epoch 53 Batch 246/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9673, Loss: 0.0177 Epoch 53 Batch 247/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9677, Loss: 0.0154 Epoch 53 Batch 248/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0139 Epoch 53 Batch 249/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9723, Loss: 0.0160 Epoch 53 Batch 250/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9723, Loss: 0.0193 Epoch 53 Batch 251/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9727, Loss: 0.0207 Epoch 53 Batch 252/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9727, Loss: 0.0178 Epoch 53 Batch 253/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9680, Loss: 0.0184 Epoch 53 Batch 254/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9730, Loss: 0.0215 Epoch 53 Batch 255/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9783, Loss: 0.0129 Epoch 53 Batch 256/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9727, Loss: 0.0285 Epoch 53 Batch 257/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9702, Loss: 0.0122 Epoch 53 Batch 258/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9702, Loss: 0.0124 Epoch 53 Batch 259/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9702, Loss: 0.0152 Epoch 53 Batch 260/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9748, Loss: 0.0126 Epoch 53 Batch 261/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9748, Loss: 0.0152 Epoch 53 Batch 262/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9748, Loss: 0.0164 Epoch 53 Batch 263/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9727, Loss: 0.0117 Epoch 53 Batch 264/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9780, Loss: 0.0123 Epoch 53 Batch 265/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9780, Loss: 0.0138 Epoch 53 Batch 266/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9755, Loss: 0.0181 Epoch 53 Batch 267/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9759, Loss: 0.0113 Epoch 53 Batch 268/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9762, Loss: 0.0201 Epoch 53 Batch 269/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9719, Loss: 0.0163 Epoch 53 Batch 270/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9762, Loss: 0.0217 Epoch 53 Batch 271/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9716, Loss: 0.0146 Epoch 53 Batch 272/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9577, Loss: 0.0374 Epoch 53 Batch 273/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9577, Loss: 0.0132 Epoch 53 Batch 274/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0169 Epoch 53 Batch 275/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9595, Loss: 0.0139 Epoch 53 Batch 276/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9595, Loss: 0.0225 Epoch 53 Batch 277/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9538, Loss: 0.0116 Epoch 53 Batch 278/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9535, Loss: 0.0205 Epoch 53 Batch 279/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0165 Epoch 53 Batch 280/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9574, Loss: 0.0210 Epoch 53 Batch 281/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9574, Loss: 0.0170 Epoch 53 Batch 282/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9574, Loss: 0.0180 Epoch 53 Batch 283/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9695, Loss: 0.0172 Epoch 53 Batch 284/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9695, Loss: 0.0132 Epoch 53 Batch 285/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9652, Loss: 0.0186 Epoch 53 Batch 286/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9652, Loss: 0.0170 Epoch 53 Batch 287/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0237 Epoch 53 Batch 288/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9673, Loss: 0.0209 Epoch 53 Batch 289/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0118 Epoch 53 Batch 290/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9680, Loss: 0.0315 Epoch 53 Batch 291/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9684, Loss: 0.0238 Epoch 53 Batch 292/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9624, Loss: 0.0154 Epoch 53 Batch 293/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0108 Epoch 53 Batch 294/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9570, Loss: 0.0159 Epoch 53 Batch 295/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0142 Epoch 53 Batch 296/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9620, Loss: 0.0149 Epoch 53 Batch 297/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9620, Loss: 0.0191 Epoch 53 Batch 298/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0196 Epoch 53 Batch 299/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9688, Loss: 0.0176 Epoch 53 Batch 300/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9684, Loss: 0.0104 Epoch 53 Batch 301/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9684, Loss: 0.0130 Epoch 53 Batch 302/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0182 Epoch 53 Batch 303/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9680, Loss: 0.0219 Epoch 53 Batch 304/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0166 Epoch 53 Batch 305/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0138 Epoch 53 Batch 306/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9588, Loss: 0.0269 Epoch 53 Batch 307/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9563, Loss: 0.0194 Epoch 53 Batch 308/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9563, Loss: 0.0190 Epoch 53 Batch 309/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9673, Loss: 0.0164 Epoch 53 Batch 310/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9652, Loss: 0.0145 Epoch 53 Batch 311/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9627, Loss: 0.0135 Epoch 53 Batch 312/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9719, Loss: 0.0199 Epoch 53 Batch 313/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9719, Loss: 0.0117 Epoch 53 Batch 314/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9719, Loss: 0.0217 Epoch 53 Batch 315/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9656, Loss: 0.0154 Epoch 53 Batch 316/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9656, Loss: 0.0154 Epoch 53 Batch 317/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9634, Loss: 0.0144 Epoch 53 Batch 318/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9613, Loss: 0.0100 Epoch 53 Batch 319/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9613, Loss: 0.0198 Epoch 53 Batch 320/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9585, Loss: 0.0262 Epoch 53 Batch 321/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9585, Loss: 0.0134 Epoch 53 Batch 322/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9560, Loss: 0.0140 Epoch 53 Batch 323/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9624, Loss: 0.0186 Epoch 53 Batch 324/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9606, Loss: 0.0156 Epoch 53 Batch 325/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0189 Epoch 53 Batch 326/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9606, Loss: 0.0142 Epoch 53 Batch 327/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9542, Loss: 0.0206 Epoch 53 Batch 328/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0165 Epoch 53 Batch 329/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9542, Loss: 0.0160 Epoch 53 Batch 330/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0124 Epoch 53 Batch 331/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0156 Epoch 53 Batch 332/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9499, Loss: 0.0121 Epoch 53 Batch 333/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9499, Loss: 0.0146 Epoch 53 Batch 334/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9609, Loss: 0.0122 Epoch 53 Batch 335/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9613, Loss: 0.0166 Epoch 53 Batch 336/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9616, Loss: 0.0503 Epoch 53 Batch 337/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9616, Loss: 0.0180 Epoch 53 Batch 338/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9616, Loss: 0.0246 Epoch 53 Batch 339/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9616, Loss: 0.0085 Epoch 53 Batch 340/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9656, Loss: 0.0137 Epoch 53 Batch 341/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9652, Loss: 0.0231 Epoch 53 Batch 342/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0097 Epoch 53 Batch 343/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0179 Epoch 53 Batch 344/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0158 Epoch 53 Batch 345/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9656, Loss: 0.0134 Epoch 53 Batch 346/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9705, Loss: 0.0150 Epoch 53 Batch 347/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9616, Loss: 0.0107 Epoch 53 Batch 348/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9567, Loss: 0.0105 Epoch 53 Batch 349/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9570, Loss: 0.0135 Epoch 53 Batch 350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0141 Epoch 53 Batch 351/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9474, Loss: 0.0159 Epoch 53 Batch 352/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9421, Loss: 0.0121 Epoch 53 Batch 353/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9421, Loss: 0.0184 Epoch 53 Batch 354/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9432, Loss: 0.0198 Epoch 53 Batch 355/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0159 Epoch 53 Batch 356/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0151 Epoch 53 Batch 357/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0158 Epoch 53 Batch 358/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9535, Loss: 0.0213 Epoch 53 Batch 359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9496, Loss: 0.0159 Epoch 53 Batch 360/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9531, Loss: 0.0142 Epoch 53 Batch 361/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9577, Loss: 0.0098 Epoch 53 Batch 362/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9535, Loss: 0.0183 Epoch 53 Batch 363/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9538, Loss: 0.0175 Epoch 53 Batch 364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9560, Loss: 0.0231 Epoch 53 Batch 365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9556, Loss: 0.0091 Epoch 53 Batch 366/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9489, Loss: 0.0119 Epoch 53 Batch 367/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9489, Loss: 0.0097 Epoch 53 Batch 368/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9489, Loss: 0.0157 Epoch 53 Batch 369/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0159 Epoch 53 Batch 370/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9485, Loss: 0.0159 Epoch 53 Batch 371/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9517, Loss: 0.0112 Epoch 53 Batch 372/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9517, Loss: 0.0128 Epoch 53 Batch 373/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0101 Epoch 53 Batch 374/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9567, Loss: 0.0169 Epoch 53 Batch 375/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9517, Loss: 0.0175 Epoch 53 Batch 376/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9517, Loss: 0.0189 Epoch 53 Batch 377/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9517, Loss: 0.0133 Epoch 53 Batch 378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9513, Loss: 0.0128 Epoch 53 Batch 379/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9496, Loss: 0.0173 Epoch 53 Batch 380/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9545, Loss: 0.0124 Epoch 53 Batch 381/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9570, Loss: 0.0169 Epoch 53 Batch 382/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9570, Loss: 0.0238 Epoch 53 Batch 383/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9556, Loss: 0.0162 Epoch 53 Batch 384/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9556, Loss: 0.0158 Epoch 53 Batch 385/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9556, Loss: 0.0122 Epoch 53 Batch 386/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9663, Loss: 0.0139 Epoch 53 Batch 387/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9663, Loss: 0.0131 Epoch 53 Batch 388/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9663, Loss: 0.0257 Epoch 53 Batch 389/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0189 Epoch 53 Batch 390/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9638, Loss: 0.0241 Epoch 53 Batch 391/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9684, Loss: 0.0165 Epoch 53 Batch 392/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9698, Loss: 0.0253 Epoch 53 Batch 393/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9698, Loss: 0.0172 Epoch 53 Batch 394/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9695, Loss: 0.0158 Epoch 53 Batch 395/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9741, Loss: 0.0144 Epoch 53 Batch 396/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9677, Loss: 0.0185 Epoch 53 Batch 397/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0182 Epoch 53 Batch 398/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9627, Loss: 0.0190 Epoch 53 Batch 399/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9627, Loss: 0.0165 Epoch 53 Batch 400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9627, Loss: 0.0159 Epoch 53 Batch 401/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0112 Epoch 53 Batch 402/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0135 Epoch 53 Batch 403/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0275 Epoch 53 Batch 404/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9609, Loss: 0.0174 Epoch 53 Batch 405/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9585, Loss: 0.0204 Epoch 53 Batch 406/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9585, Loss: 0.0163 Epoch 53 Batch 407/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9592, Loss: 0.0166 Epoch 53 Batch 408/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9616, Loss: 0.0215 Epoch 53 Batch 409/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9613, Loss: 0.0166 Epoch 53 Batch 410/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9613, Loss: 0.0305 Epoch 53 Batch 411/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9613, Loss: 0.0152 Epoch 53 Batch 412/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9563, Loss: 0.0135 Epoch 53 Batch 413/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9563, Loss: 0.0142 Epoch 53 Batch 414/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9556, Loss: 0.0128 Epoch 53 Batch 415/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9556, Loss: 0.0220 Epoch 53 Batch 416/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0134 Epoch 53 Batch 417/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0270 Epoch 53 Batch 418/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9620, Loss: 0.0146 Epoch 53 Batch 419/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9528, Loss: 0.0165 Epoch 53 Batch 420/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9556, Loss: 0.0109 Epoch 53 Batch 421/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9521, Loss: 0.0229 Epoch 53 Batch 422/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9581, Loss: 0.0150 Epoch 53 Batch 423/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9581, Loss: 0.0225 Epoch 53 Batch 424/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9624, Loss: 0.0145 Epoch 53 Batch 425/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9563, Loss: 0.0093 Epoch 53 Batch 426/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9556, Loss: 0.0190 Epoch 53 Batch 427/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9549, Loss: 0.0168 Epoch 53 Batch 428/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9599, Loss: 0.0141 Epoch 53 Batch 429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9577, Loss: 0.0099 Epoch 53 Batch 430/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0139 Epoch 53 Batch 431/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9556, Loss: 0.0134 Epoch 53 Batch 432/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9556, Loss: 0.0153 Epoch 53 Batch 433/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0178 Epoch 53 Batch 434/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9563, Loss: 0.0152 Epoch 53 Batch 435/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9563, Loss: 0.0183 Epoch 53 Batch 436/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9517, Loss: 0.0144 Epoch 53 Batch 437/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9513, Loss: 0.0110 Epoch 53 Batch 438/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0138 Epoch 53 Batch 439/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9492, Loss: 0.0154 Epoch 53 Batch 440/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9478, Loss: 0.0182 Epoch 53 Batch 441/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9478, Loss: 0.0156 Epoch 53 Batch 442/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9478, Loss: 0.0232 Epoch 53 Batch 443/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0140 Epoch 53 Batch 444/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9545, Loss: 0.0170 Epoch 53 Batch 445/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9545, Loss: 0.0152 Epoch 53 Batch 446/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0111 Epoch 53 Batch 447/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9499, Loss: 0.0099 Epoch 53 Batch 448/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0174 Epoch 53 Batch 449/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9467, Loss: 0.0209 Epoch 53 Batch 450/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9517, Loss: 0.0197 Epoch 53 Batch 451/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9517, Loss: 0.0148 Epoch 53 Batch 452/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9560, Loss: 0.0151 Epoch 53 Batch 453/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9560, Loss: 0.0229 Epoch 53 Batch 454/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9588, Loss: 0.0286 Epoch 53 Batch 455/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9545, Loss: 0.0166 Epoch 53 Batch 456/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9545, Loss: 0.0201 Epoch 53 Batch 457/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9542, Loss: 0.0118 Epoch 53 Batch 458/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9606, Loss: 0.0208 Epoch 53 Batch 459/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9627, Loss: 0.0164 Epoch 53 Batch 460/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9581, Loss: 0.0187 Epoch 53 Batch 461/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0141 Epoch 53 Batch 462/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9581, Loss: 0.0174 Epoch 53 Batch 463/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9535, Loss: 0.0148 Epoch 53 Batch 464/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0164 Epoch 53 Batch 465/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9585, Loss: 0.0229 Epoch 53 Batch 466/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9680, Loss: 0.0140 Epoch 53 Batch 467/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9656, Loss: 0.0139 Epoch 53 Batch 468/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9684, Loss: 0.0139 Epoch 53 Batch 469/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9684, Loss: 0.0127 Epoch 53 Batch 470/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9684, Loss: 0.0161 Epoch 53 Batch 471/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9684, Loss: 0.0100 Epoch 53 Batch 472/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9684, Loss: 0.0157 Epoch 53 Batch 473/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0143 Epoch 53 Batch 474/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9680, Loss: 0.0181 Epoch 53 Batch 475/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9616, Loss: 0.0152 Epoch 53 Batch 476/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9563, Loss: 0.0121 Epoch 53 Batch 477/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9538, Loss: 0.0184 Epoch 53 Batch 478/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9538, Loss: 0.0156 Epoch 53 Batch 479/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9585, Loss: 0.0172 Epoch 53 Batch 480/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9634, Loss: 0.0131 Epoch 53 Batch 481/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9638, Loss: 0.0178 Epoch 53 Batch 482/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9638, Loss: 0.0145 Epoch 53 Batch 483/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9638, Loss: 0.0190 Epoch 53 Batch 484/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9595, Loss: 0.0188 Epoch 53 Batch 485/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9545, Loss: 0.0138 Epoch 53 Batch 486/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9545, Loss: 0.0128 Epoch 53 Batch 487/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9595, Loss: 0.0164 Epoch 53 Batch 488/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9599, Loss: 0.0139 Epoch 53 Batch 489/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9595, Loss: 0.0157 Epoch 53 Batch 490/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0171 Epoch 53 Batch 491/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9595, Loss: 0.0234 Epoch 53 Batch 492/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9595, Loss: 0.0210 Epoch 53 Batch 493/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0108 Epoch 53 Batch 494/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9599, Loss: 0.0135 Epoch 53 Batch 495/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9599, Loss: 0.0176 Epoch 53 Batch 496/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9599, Loss: 0.0158 Epoch 53 Batch 497/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0146 Epoch 53 Batch 498/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0203 Epoch 53 Batch 499/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9684, Loss: 0.0151 Epoch 53 Batch 500/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0136 Epoch 53 Batch 501/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9677, Loss: 0.0136 Epoch 53 Batch 502/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9673, Loss: 0.0176 Epoch 53 Batch 503/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9673, Loss: 0.0114 Epoch 53 Batch 504/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9673, Loss: 0.0141 Epoch 53 Batch 505/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9673, Loss: 0.0110 Epoch 53 Batch 506/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0227 Epoch 53 Batch 507/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9673, Loss: 0.0207 Epoch 53 Batch 508/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9585, Loss: 0.0100 Epoch 53 Batch 509/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9585, Loss: 0.0226 Epoch 53 Batch 510/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0112 Epoch 53 Batch 511/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9528, Loss: 0.0162 Epoch 53 Batch 512/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9524, Loss: 0.0101 Epoch 53 Batch 513/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0154 Epoch 53 Batch 514/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0141 Epoch 53 Batch 515/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9535, Loss: 0.0143 Epoch 53 Batch 516/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9538, Loss: 0.0163 Epoch 53 Batch 517/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9524, Loss: 0.0175 Epoch 53 Batch 518/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9574, Loss: 0.0142 Epoch 53 Batch 519/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0174 Epoch 53 Batch 520/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9513, Loss: 0.0100 Epoch 53 Batch 521/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9467, Loss: 0.0170 Epoch 53 Batch 522/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9567, Loss: 0.0219 Epoch 53 Batch 523/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9567, Loss: 0.0184 Epoch 53 Batch 524/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9570, Loss: 0.0198 Epoch 53 Batch 525/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0155 Epoch 53 Batch 526/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0127 Epoch 53 Batch 527/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9616, Loss: 0.0149 Epoch 53 Batch 528/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9613, Loss: 0.0178 Epoch 53 Batch 529/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9613, Loss: 0.0178 Epoch 53 Batch 530/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0198 Epoch 53 Batch 531/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9613, Loss: 0.0181 Epoch 53 Batch 532/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9613, Loss: 0.0213 Epoch 53 Batch 533/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9613, Loss: 0.0160 Epoch 53 Batch 534/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9609, Loss: 0.0210 Epoch 53 Batch 535/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9705, Loss: 0.0142 Epoch 53 Batch 536/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9638, Loss: 0.0187 Epoch 53 Batch 537/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9613, Loss: 0.0157 Epoch 53 Batch 538/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9616, Loss: 0.0141 Epoch 53 Batch 539/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0214 Epoch 53 Batch 540/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9556, Loss: 0.0097 Epoch 53 Batch 541/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9606, Loss: 0.0178 Epoch 53 Batch 542/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9631, Loss: 0.0207 Epoch 53 Batch 543/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0126 Epoch 53 Batch 544/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9599, Loss: 0.0102 Epoch 53 Batch 545/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0168 Epoch 53 Batch 546/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9599, Loss: 0.0181 Epoch 53 Batch 547/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0158 Epoch 53 Batch 548/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0187 Epoch 53 Batch 549/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0174 Epoch 53 Batch 550/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9553, Loss: 0.0192 Epoch 53 Batch 551/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9496, Loss: 0.0226 Epoch 53 Batch 552/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9496, Loss: 0.0192 Epoch 53 Batch 553/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9496, Loss: 0.0245 Epoch 53 Batch 554/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9496, Loss: 0.0144 Epoch 53 Batch 555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9496, Loss: 0.0150 Epoch 53 Batch 556/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9496, Loss: 0.0103 Epoch 53 Batch 557/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0150 Epoch 53 Batch 558/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0122 Epoch 53 Batch 559/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9517, Loss: 0.0161 Epoch 53 Batch 560/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9560, Loss: 0.0167 Epoch 53 Batch 561/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9609, Loss: 0.0166 Epoch 53 Batch 562/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9609, Loss: 0.0146 Epoch 53 Batch 563/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9727, Loss: 0.0184 Epoch 53 Batch 564/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9727, Loss: 0.0252 Epoch 53 Batch 565/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9723, Loss: 0.0236 Epoch 53 Batch 566/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9670, Loss: 0.0176 Epoch 53 Batch 567/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9698, Loss: 0.0166 Epoch 53 Batch 568/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9698, Loss: 0.0138 Epoch 53 Batch 569/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9698, Loss: 0.0194 Epoch 53 Batch 570/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9677, Loss: 0.0222 Epoch 53 Batch 571/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9677, Loss: 0.0108 Epoch 53 Batch 572/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9677, Loss: 0.0188 Epoch 53 Batch 573/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9659, Loss: 0.0273 Epoch 53 Batch 574/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9595, Loss: 0.0181 Epoch 53 Batch 575/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9599, Loss: 0.0123 Epoch 53 Batch 576/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9656, Loss: 0.0132 Epoch 53 Batch 577/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9656, Loss: 0.0156 Epoch 53 Batch 578/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9563, Loss: 0.0137 Epoch 53 Batch 579/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9563, Loss: 0.0158 Epoch 53 Batch 580/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9510, Loss: 0.0117 Epoch 53 Batch 581/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0117 Epoch 53 Batch 582/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9542, Loss: 0.0128 Epoch 53 Batch 583/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9492, Loss: 0.0147 Epoch 53 Batch 584/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9542, Loss: 0.0194 Epoch 53 Batch 585/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9542, Loss: 0.0102 Epoch 53 Batch 586/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9585, Loss: 0.0132 Epoch 53 Batch 587/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9585, Loss: 0.0187 Epoch 53 Batch 588/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9585, Loss: 0.0126 Epoch 53 Batch 589/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9648, Loss: 0.0107 Epoch 53 Batch 590/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9581, Loss: 0.0167 Epoch 53 Batch 591/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9588, Loss: 0.0158 Epoch 53 Batch 592/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0151 Epoch 53 Batch 593/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9588, Loss: 0.0288 Epoch 53 Batch 594/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0173 Epoch 53 Batch 595/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9641, Loss: 0.0162 Epoch 53 Batch 596/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9705, Loss: 0.0175 Epoch 53 Batch 597/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9705, Loss: 0.0120 Epoch 53 Batch 598/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9705, Loss: 0.0181 Epoch 53 Batch 599/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9680, Loss: 0.0251 Epoch 53 Batch 600/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9727, Loss: 0.0162 Epoch 53 Batch 601/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9730, Loss: 0.0169 Epoch 53 Batch 602/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9727, Loss: 0.0174 Epoch 53 Batch 603/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9727, Loss: 0.0169 Epoch 53 Batch 604/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9727, Loss: 0.0261 Epoch 53 Batch 605/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9727, Loss: 0.0221 Epoch 53 Batch 606/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9684, Loss: 0.0129 Epoch 53 Batch 607/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9734, Loss: 0.0227 Epoch 53 Batch 608/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9734, Loss: 0.0223 Epoch 53 Batch 609/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9702, Loss: 0.0188 Epoch 53 Batch 610/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9744, Loss: 0.0209 Epoch 53 Batch 611/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0155 Epoch 53 Batch 612/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9627, Loss: 0.0139 Epoch 53 Batch 613/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9627, Loss: 0.0170 Epoch 53 Batch 614/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9656, Loss: 0.0155 Epoch 53 Batch 615/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9656, Loss: 0.0136 Epoch 53 Batch 616/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0143 Epoch 53 Batch 617/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0168 Epoch 53 Batch 618/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9609, Loss: 0.0191 Epoch 53 Batch 619/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9588, Loss: 0.0134 Epoch 53 Batch 620/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0169 Epoch 53 Batch 621/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9535, Loss: 0.0206 Epoch 53 Batch 622/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9531, Loss: 0.0188 Epoch 53 Batch 623/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0207 Epoch 53 Batch 624/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9524, Loss: 0.0191 Epoch 53 Batch 625/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9524, Loss: 0.0162 Epoch 53 Batch 626/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9531, Loss: 0.0158 Epoch 53 Batch 627/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9531, Loss: 0.0153 Epoch 53 Batch 628/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9482, Loss: 0.0213 Epoch 53 Batch 629/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9538, Loss: 0.0150 Epoch 53 Batch 630/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9602, Loss: 0.0150 Epoch 53 Batch 631/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9602, Loss: 0.0195 Epoch 53 Batch 632/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9634, Loss: 0.0119 Epoch 53 Batch 633/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0141 Epoch 53 Batch 634/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9684, Loss: 0.0127 Epoch 53 Batch 635/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9734, Loss: 0.0208 Epoch 53 Batch 636/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0131 Epoch 53 Batch 637/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9734, Loss: 0.0189 Epoch 53 Batch 638/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9734, Loss: 0.0145 Epoch 53 Batch 639/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9734, Loss: 0.0232 Epoch 53 Batch 640/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9734, Loss: 0.0173 Epoch 53 Batch 641/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9755, Loss: 0.0162 Epoch 53 Batch 642/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9755, Loss: 0.0126 Epoch 53 Batch 643/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9759, Loss: 0.0099 Epoch 53 Batch 644/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9759, Loss: 0.0126 Epoch 53 Batch 645/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9759, Loss: 0.0198 Epoch 53 Batch 646/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9709, Loss: 0.0130 Epoch 53 Batch 647/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9705, Loss: 0.0163 Epoch 53 Batch 648/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0133 Epoch 53 Batch 649/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9684, Loss: 0.0146 Epoch 53 Batch 650/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0129 Epoch 53 Batch 651/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0152 Epoch 53 Batch 652/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0161 Epoch 53 Batch 653/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0241 Epoch 53 Batch 654/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9631, Loss: 0.0146 Epoch 53 Batch 655/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9627, Loss: 0.0154 Epoch 53 Batch 656/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9602, Loss: 0.0186 Epoch 53 Batch 657/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9560, Loss: 0.0180 Epoch 53 Batch 658/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9609, Loss: 0.0110 Epoch 53 Batch 659/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9613, Loss: 0.0129 Epoch 53 Batch 660/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9613, Loss: 0.0132 Epoch 53 Batch 661/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9563, Loss: 0.0153 Epoch 53 Batch 662/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0147 Epoch 53 Batch 663/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9538, Loss: 0.0129 Epoch 53 Batch 664/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9581, Loss: 0.0201 Epoch 53 Batch 665/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0107 Epoch 53 Batch 666/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9563, Loss: 0.0171 Epoch 53 Batch 667/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9517, Loss: 0.0227 Epoch 53 Batch 668/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0144 Epoch 53 Batch 669/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9563, Loss: 0.0113 Epoch 53 Batch 670/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9563, Loss: 0.0131 Epoch 53 Batch 671/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9613, Loss: 0.0167 Epoch 53 Batch 672/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9616, Loss: 0.0170 Epoch 53 Batch 673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0170 Epoch 53 Batch 674/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9616, Loss: 0.0163 Epoch 53 Batch 675/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9613, Loss: 0.0196 Epoch 53 Batch 676/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9613, Loss: 0.0162 Epoch 53 Batch 677/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0160 Epoch 53 Batch 678/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9592, Loss: 0.0109 Epoch 53 Batch 679/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9595, Loss: 0.0092 Epoch 53 Batch 680/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9595, Loss: 0.0198 Epoch 53 Batch 681/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9616, Loss: 0.0159 Epoch 53 Batch 682/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0148 Epoch 53 Batch 683/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9577, Loss: 0.0142 Epoch 53 Batch 684/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0147 Epoch 53 Batch 685/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9634, Loss: 0.0254 Epoch 53 Batch 686/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9634, Loss: 0.0138 Epoch 53 Batch 687/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0160 Epoch 53 Batch 688/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9698, Loss: 0.0138 Epoch 53 Batch 689/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9698, Loss: 0.0106 Epoch 53 Batch 690/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9691, Loss: 0.0181 Epoch 53 Batch 691/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9695, Loss: 0.0149 Epoch 53 Batch 692/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9641, Loss: 0.0174 Epoch 53 Batch 693/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9606, Loss: 0.0206 Epoch 53 Batch 694/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9645, Loss: 0.0127 Epoch 53 Batch 695/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9645, Loss: 0.0166 Epoch 53 Batch 696/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9698, Loss: 0.0123 Epoch 53 Batch 697/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9698, Loss: 0.0183 Epoch 53 Batch 698/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9656, Loss: 0.0110 Epoch 53 Batch 699/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9606, Loss: 0.0138 Epoch 53 Batch 700/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0166 Epoch 53 Batch 701/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0165 Epoch 53 Batch 702/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0245 Epoch 53 Batch 703/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9574, Loss: 0.0152 Epoch 53 Batch 704/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0248 Epoch 53 Batch 705/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9670, Loss: 0.0232 Epoch 53 Batch 706/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9719, Loss: 0.0363 Epoch 53 Batch 707/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0187 Epoch 53 Batch 708/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0147 Epoch 53 Batch 709/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9560, Loss: 0.0162 Epoch 53 Batch 710/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9560, Loss: 0.0079 Epoch 53 Batch 711/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0205 Epoch 53 Batch 712/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0172 Epoch 53 Batch 713/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9567, Loss: 0.0160 Epoch 53 Batch 714/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9613, Loss: 0.0174 Epoch 53 Batch 715/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0193 Epoch 53 Batch 716/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0155 Epoch 53 Batch 717/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9606, Loss: 0.0088 Epoch 53 Batch 718/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9513, Loss: 0.0168 Epoch 53 Batch 719/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9513, Loss: 0.0179 Epoch 53 Batch 720/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9457, Loss: 0.0172 Epoch 53 Batch 721/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9506, Loss: 0.0148 Epoch 53 Batch 722/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9606, Loss: 0.0114 Epoch 53 Batch 723/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9574, Loss: 0.0148 Epoch 53 Batch 724/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0179 Epoch 53 Batch 725/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9563, Loss: 0.0162 Epoch 53 Batch 726/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9627, Loss: 0.0108 Epoch 53 Batch 727/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0169 Epoch 53 Batch 728/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9581, Loss: 0.0207 Epoch 53 Batch 729/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0218 Epoch 53 Batch 730/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9609, Loss: 0.0178 Epoch 53 Batch 731/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9609, Loss: 0.0129 Epoch 53 Batch 732/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9588, Loss: 0.0182 Epoch 53 Batch 733/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9542, Loss: 0.0193 Epoch 53 Batch 734/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9609, Loss: 0.0164 Epoch 53 Batch 735/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0110 Epoch 53 Batch 736/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9545, Loss: 0.0126 Epoch 53 Batch 737/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9560, Loss: 0.0162 Epoch 53 Batch 738/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9560, Loss: 0.0096 Epoch 53 Batch 739/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9563, Loss: 0.0119 Epoch 53 Batch 740/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9581, Loss: 0.0149 Epoch 53 Batch 741/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0205 Epoch 53 Batch 742/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9606, Loss: 0.0137 Epoch 53 Batch 743/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9606, Loss: 0.0151 Epoch 53 Batch 744/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9609, Loss: 0.0172 Epoch 53 Batch 745/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0205 Epoch 53 Batch 746/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0136 Epoch 53 Batch 747/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0191 Epoch 53 Batch 748/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0135 Epoch 53 Batch 749/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9563, Loss: 0.0108 Epoch 53 Batch 750/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9609, Loss: 0.0144 Epoch 53 Batch 751/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9588, Loss: 0.0161 Epoch 53 Batch 752/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9581, Loss: 0.0180 Epoch 53 Batch 753/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9471, Loss: 0.0159 Epoch 53 Batch 754/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9553, Loss: 0.0152 Epoch 53 Batch 755/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0172 Epoch 53 Batch 756/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9503, Loss: 0.0143 Epoch 53 Batch 757/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0168 Epoch 53 Batch 758/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9652, Loss: 0.0108 Epoch 53 Batch 759/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9659, Loss: 0.0199 Epoch 53 Batch 760/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0170 Epoch 53 Batch 761/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9616, Loss: 0.0175 Epoch 53 Batch 762/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9616, Loss: 0.0125 Epoch 53 Batch 763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9620, Loss: 0.0169 Epoch 53 Batch 764/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9528, Loss: 0.0170 Epoch 53 Batch 765/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9528, Loss: 0.0229 Epoch 53 Batch 766/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9588, Loss: 0.0192 Epoch 53 Batch 767/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9677, Loss: 0.0208 Epoch 53 Batch 768/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9677, Loss: 0.0179 Epoch 53 Batch 769/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0204 Epoch 53 Batch 770/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9531, Loss: 0.0138 Epoch 53 Batch 771/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9485, Loss: 0.0132 Epoch 53 Batch 772/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9439, Loss: 0.0171 Epoch 53 Batch 773/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9439, Loss: 0.0140 Epoch 53 Batch 774/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9489, Loss: 0.0129 Epoch 53 Batch 775/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9439, Loss: 0.0137 Epoch 53 Batch 776/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9396, Loss: 0.0174 Epoch 53 Batch 777/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9471, Loss: 0.0130 Epoch 53 Batch 778/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9577, Loss: 0.0187 Epoch 53 Batch 779/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9556, Loss: 0.0143 Epoch 53 Batch 780/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9560, Loss: 0.0222 Epoch 53 Batch 781/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9560, Loss: 0.0127 Epoch 53 Batch 782/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9560, Loss: 0.0132 Epoch 53 Batch 783/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9510, Loss: 0.0188 Epoch 53 Batch 784/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9510, Loss: 0.0107 Epoch 53 Batch 785/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9510, Loss: 0.0113 Epoch 53 Batch 786/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9510, Loss: 0.0156 Epoch 53 Batch 787/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9503, Loss: 0.0127 Epoch 53 Batch 788/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9599, Loss: 0.0136 Epoch 53 Batch 789/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9648, Loss: 0.0167 Epoch 53 Batch 790/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9648, Loss: 0.0188 Epoch 53 Batch 791/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9595, Loss: 0.0196 Epoch 53 Batch 792/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9641, Loss: 0.0147 Epoch 53 Batch 793/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9588, Loss: 0.0158 Epoch 53 Batch 794/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9563, Loss: 0.0100 Epoch 53 Batch 795/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9563, Loss: 0.0181 Epoch 53 Batch 796/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9616, Loss: 0.0177 Epoch 53 Batch 797/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9666, Loss: 0.0165 Epoch 53 Batch 798/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9719, Loss: 0.0152 Epoch 53 Batch 799/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9719, Loss: 0.0237 Epoch 53 Batch 800/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9656, Loss: 0.0113 Epoch 53 Batch 801/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0121 Epoch 53 Batch 802/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9592, Loss: 0.0217 Epoch 53 Batch 803/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9542, Loss: 0.0131 Epoch 53 Batch 804/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0105 Epoch 53 Batch 805/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0193 Epoch 53 Batch 806/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9545, Loss: 0.0134 Epoch 53 Batch 807/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9545, Loss: 0.0111 Epoch 53 Batch 808/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9492, Loss: 0.0252 Epoch 53 Batch 809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9492, Loss: 0.0292 Epoch 53 Batch 810/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9492, Loss: 0.0144 Epoch 53 Batch 811/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9492, Loss: 0.0185 Epoch 53 Batch 812/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9496, Loss: 0.0164 Epoch 53 Batch 813/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9492, Loss: 0.0193 Epoch 53 Batch 814/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9545, Loss: 0.0158 Epoch 53 Batch 815/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9513, Loss: 0.0230 Epoch 53 Batch 816/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9627, Loss: 0.0109 Epoch 53 Batch 817/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9641, Loss: 0.0168 Epoch 53 Batch 818/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9641, Loss: 0.0217 Epoch 53 Batch 819/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9641, Loss: 0.0196 Epoch 53 Batch 820/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9638, Loss: 0.0140 Epoch 53 Batch 821/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0156 Epoch 53 Batch 822/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9489, Loss: 0.0120 Epoch 53 Batch 823/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9570, Loss: 0.0198 Epoch 53 Batch 824/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9567, Loss: 0.0158 Epoch 53 Batch 825/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9513, Loss: 0.0096 Epoch 53 Batch 826/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9521, Loss: 0.0104 Epoch 53 Batch 827/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9521, Loss: 0.0193 Epoch 53 Batch 828/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9521, Loss: 0.0129 Epoch 53 Batch 829/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9570, Loss: 0.0255 Epoch 53 Batch 830/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9570, Loss: 0.0200 Epoch 53 Batch 831/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9574, Loss: 0.0152 Epoch 53 Batch 832/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9567, Loss: 0.0126 Epoch 53 Batch 833/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0182 Epoch 53 Batch 834/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9609, Loss: 0.0184 Epoch 53 Batch 835/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9606, Loss: 0.0144 Epoch 53 Batch 836/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9638, Loss: 0.0117 Epoch 53 Batch 837/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9641, Loss: 0.0238 Epoch 53 Batch 838/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9645, Loss: 0.0184 Epoch 53 Batch 839/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9648, Loss: 0.0111 Epoch 53 Batch 840/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9648, Loss: 0.0175 Epoch 53 Batch 841/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9648, Loss: 0.0332 Epoch 53 Batch 842/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9599, Loss: 0.0141 Epoch 53 Batch 843/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9599, Loss: 0.0120 Epoch 53 Batch 844/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9599, Loss: 0.0186 Epoch 53 Batch 845/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9648, Loss: 0.0128 Epoch 53 Batch 846/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9652, Loss: 0.0229 Epoch 53 Batch 847/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9716, Loss: 0.0182 Epoch 53 Batch 848/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9666, Loss: 0.0163 Epoch 53 Batch 849/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0086 Epoch 53 Batch 850/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0228 Epoch 53 Batch 851/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9638, Loss: 0.0230 Epoch 53 Batch 852/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9606, Loss: 0.0204 Epoch 53 Batch 853/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9606, Loss: 0.0186 Epoch 53 Batch 854/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9556, Loss: 0.0171 Epoch 53 Batch 855/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9634, Loss: 0.0183 Epoch 53 Batch 856/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9695, Loss: 0.0143 Epoch 53 Batch 857/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9691, Loss: 0.0121 Epoch 53 Batch 858/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9688, Loss: 0.0109 Epoch 53 Batch 859/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0149 Epoch 53 Batch 860/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9613, Loss: 0.0174 Epoch 53 Batch 861/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0152 Epoch 53 Batch 862/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9553, Loss: 0.0171 Epoch 53 Batch 863/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9581, Loss: 0.0142 Epoch 53 Batch 864/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9581, Loss: 0.0160 Epoch 53 Batch 865/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9581, Loss: 0.0157 Epoch 53 Batch 866/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0222 Epoch 53 Batch 867/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9581, Loss: 0.0523 Epoch 53 Batch 868/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0213 Epoch 53 Batch 869/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0138 Epoch 53 Batch 870/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9631, Loss: 0.0157 Epoch 53 Batch 871/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0147 Epoch 53 Batch 872/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9645, Loss: 0.0167 Epoch 53 Batch 873/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0174 Epoch 53 Batch 874/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9677, Loss: 0.0196 Epoch 53 Batch 875/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9673, Loss: 0.0138 Epoch 53 Batch 876/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9656, Loss: 0.0126 Epoch 53 Batch 877/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0125 Epoch 53 Batch 878/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0107 Epoch 53 Batch 879/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9656, Loss: 0.0092 Epoch 53 Batch 880/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9656, Loss: 0.0176 Epoch 53 Batch 881/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9656, Loss: 0.0145 Epoch 53 Batch 882/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0142 Epoch 53 Batch 883/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9656, Loss: 0.0185 Epoch 53 Batch 884/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9659, Loss: 0.0174 Epoch 53 Batch 885/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9659, Loss: 0.0100 Epoch 53 Batch 886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0143 Epoch 53 Batch 887/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0192 Epoch 53 Batch 888/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9613, Loss: 0.0194 Epoch 53 Batch 889/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9581, Loss: 0.0157 Epoch 53 Batch 890/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9535, Loss: 0.0202 Epoch 53 Batch 891/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9535, Loss: 0.0136 Epoch 53 Batch 892/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9535, Loss: 0.0133 Epoch 53 Batch 893/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0144 Epoch 53 Batch 894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9535, Loss: 0.0127 Epoch 53 Batch 895/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0143 Epoch 53 Batch 896/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9482, Loss: 0.0164 Epoch 53 Batch 897/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9482, Loss: 0.0120 Epoch 53 Batch 898/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9528, Loss: 0.0179 Epoch 53 Batch 899/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9592, Loss: 0.0186 Epoch 53 Batch 900/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9592, Loss: 0.0195 Epoch 53 Batch 901/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9592, Loss: 0.0258 Epoch 53 Batch 902/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9592, Loss: 0.0184 Epoch 53 Batch 903/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9691, Loss: 0.0172 Epoch 53 Batch 904/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9688, Loss: 0.0138 Epoch 53 Batch 905/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9719, Loss: 0.0119 Epoch 53 Batch 906/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9688, Loss: 0.0105 Epoch 53 Batch 907/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9673, Loss: 0.0181 Epoch 53 Batch 908/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9652, Loss: 0.0136 Epoch 53 Batch 909/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0197 Epoch 53 Batch 910/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9652, Loss: 0.0179 Epoch 53 Batch 911/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0175 Epoch 53 Batch 912/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9652, Loss: 0.0159 Epoch 53 Batch 913/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9652, Loss: 0.0220 Epoch 53 Batch 914/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9648, Loss: 0.0513 Epoch 53 Batch 915/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9695, Loss: 0.0119 Epoch 53 Batch 916/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9716, Loss: 0.0147 Epoch 53 Batch 917/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9716, Loss: 0.0171 Epoch 53 Batch 918/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9716, Loss: 0.0121 Epoch 53 Batch 919/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9716, Loss: 0.0134 Epoch 53 Batch 920/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9695, Loss: 0.0102 Epoch 53 Batch 921/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9695, Loss: 0.0177 Epoch 53 Batch 922/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9695, Loss: 0.0174 Epoch 53 Batch 923/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9581, Loss: 0.0117 Epoch 53 Batch 924/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9581, Loss: 0.0229 Epoch 53 Batch 925/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9631, Loss: 0.0122 Epoch 53 Batch 926/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9631, Loss: 0.0179 Epoch 53 Batch 927/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0257 Epoch 53 Batch 928/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0144 Epoch 53 Batch 929/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9592, Loss: 0.0130 Epoch 53 Batch 930/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9663, Loss: 0.0116 Epoch 53 Batch 931/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9599, Loss: 0.0132 Epoch 53 Batch 932/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9592, Loss: 0.0126 Epoch 53 Batch 933/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0152 Epoch 53 Batch 934/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0126 Epoch 53 Batch 935/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0116 Epoch 53 Batch 936/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9638, Loss: 0.0175 Epoch 53 Batch 937/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9680, Loss: 0.0226 Epoch 53 Batch 938/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9730, Loss: 0.0200 Epoch 53 Batch 939/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9680, Loss: 0.0193 Epoch 53 Batch 940/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9680, Loss: 0.0145 Epoch 53 Batch 941/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9684, Loss: 0.0138 Epoch 53 Batch 942/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9688, Loss: 0.0211 Epoch 53 Batch 943/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9592, Loss: 0.0117 Epoch 53 Batch 944/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9570, Loss: 0.0138 Epoch 53 Batch 945/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9570, Loss: 0.0097 Epoch 53 Batch 946/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9570, Loss: 0.0117 Epoch 53 Batch 947/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9570, Loss: 0.0136 Epoch 53 Batch 948/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9549, Loss: 0.0158 Epoch 53 Batch 949/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9549, Loss: 0.0160 Epoch 53 Batch 950/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9599, Loss: 0.0149 Epoch 53 Batch 951/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9602, Loss: 0.0182 Epoch 53 Batch 952/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9624, Loss: 0.0105 Epoch 53 Batch 953/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9602, Loss: 0.0134 Epoch 53 Batch 954/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9691, Loss: 0.0242 Epoch 53 Batch 955/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0163 Epoch 53 Batch 956/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9680, Loss: 0.0151 Epoch 53 Batch 957/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9688, Loss: 0.0135 Epoch 53 Batch 958/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9588, Loss: 0.0161 Epoch 53 Batch 959/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0182 Epoch 53 Batch 960/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9588, Loss: 0.0143 Epoch 53 Batch 961/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0133 Epoch 53 Batch 962/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9588, Loss: 0.0239 Epoch 53 Batch 963/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9585, Loss: 0.0227 Epoch 53 Batch 964/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9727, Loss: 0.0126 Epoch 53 Batch 965/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9684, Loss: 0.0292 Epoch 53 Batch 966/1077 - Train Accuracy: 0.9834, Validation Accuracy: 0.9734, Loss: 0.0139 Epoch 53 Batch 967/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9734, Loss: 0.0199 Epoch 53 Batch 968/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9776, Loss: 0.0188 Epoch 53 Batch 969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9727, Loss: 0.0251 Epoch 53 Batch 970/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0146 Epoch 53 Batch 971/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9727, Loss: 0.0214 Epoch 53 Batch 972/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9723, Loss: 0.0148 Epoch 53 Batch 973/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0117 Epoch 53 Batch 974/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9723, Loss: 0.0152 Epoch 53 Batch 975/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9748, Loss: 0.0144 Epoch 53 Batch 976/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9684, Loss: 0.0126 Epoch 53 Batch 977/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9638, Loss: 0.0091 Epoch 53 Batch 978/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0185 Epoch 53 Batch 979/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9542, Loss: 0.0144 Epoch 53 Batch 980/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9524, Loss: 0.0156 Epoch 53 Batch 981/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9524, Loss: 0.0236 Epoch 53 Batch 982/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9521, Loss: 0.0177 Epoch 53 Batch 983/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9471, Loss: 0.0142 Epoch 53 Batch 984/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0207 Epoch 53 Batch 985/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9521, Loss: 0.0141 Epoch 53 Batch 986/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9645, Loss: 0.0169 Epoch 53 Batch 987/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9645, Loss: 0.0124 Epoch 53 Batch 988/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0183 Epoch 53 Batch 989/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9563, Loss: 0.0182 Epoch 53 Batch 990/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9467, Loss: 0.0167 Epoch 53 Batch 991/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9460, Loss: 0.0147 Epoch 53 Batch 992/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9510, Loss: 0.0177 Epoch 53 Batch 993/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9567, Loss: 0.0156 Epoch 53 Batch 994/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0145 Epoch 53 Batch 995/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9634, Loss: 0.0120 Epoch 53 Batch 996/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9634, Loss: 0.0193 Epoch 53 Batch 997/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9585, Loss: 0.0173 Epoch 53 Batch 998/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9581, Loss: 0.0164 Epoch 53 Batch 999/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9634, Loss: 0.0193 Epoch 53 Batch 1000/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9581, Loss: 0.0160 Epoch 53 Batch 1001/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9556, Loss: 0.0133 Epoch 53 Batch 1002/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9503, Loss: 0.0108 Epoch 53 Batch 1003/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9506, Loss: 0.0168 Epoch 53 Batch 1004/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9407, Loss: 0.0149 Epoch 53 Batch 1005/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9407, Loss: 0.0208 Epoch 53 Batch 1006/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9407, Loss: 0.0147 Epoch 53 Batch 1007/1077 - Train Accuracy: 0.9974, Validation Accuracy: 0.9407, Loss: 0.0102 Epoch 53 Batch 1008/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9457, Loss: 0.0178 Epoch 53 Batch 1009/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9517, Loss: 0.0147 Epoch 53 Batch 1010/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9613, Loss: 0.0123 Epoch 53 Batch 1011/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0132 Epoch 53 Batch 1012/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9549, Loss: 0.0128 Epoch 53 Batch 1013/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0106 Epoch 53 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9560, Loss: 0.0133 Epoch 53 Batch 1015/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9560, Loss: 0.0206 Epoch 53 Batch 1016/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9538, Loss: 0.0132 Epoch 53 Batch 1017/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9577, Loss: 0.0142 Epoch 53 Batch 1018/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9560, Loss: 0.0202 Epoch 53 Batch 1019/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9556, Loss: 0.0238 Epoch 53 Batch 1020/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9354, Loss: 0.0133 Epoch 53 Batch 1021/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9265, Loss: 0.0140 Epoch 53 Batch 1022/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9261, Loss: 0.0140 Epoch 53 Batch 1023/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9261, Loss: 0.0201 Epoch 53 Batch 1024/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9368, Loss: 0.0256 Epoch 53 Batch 1025/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9606, Loss: 0.0169 Epoch 53 Batch 1026/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9670, Loss: 0.0188 Epoch 53 Batch 1027/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9670, Loss: 0.0131 Epoch 53 Batch 1028/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0161 Epoch 53 Batch 1029/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9624, Loss: 0.0168 Epoch 53 Batch 1030/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9624, Loss: 0.0121 Epoch 53 Batch 1031/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9624, Loss: 0.0195 Epoch 53 Batch 1032/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9624, Loss: 0.0186 Epoch 53 Batch 1033/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9592, Loss: 0.0168 Epoch 53 Batch 1034/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9645, Loss: 0.0142 Epoch 53 Batch 1035/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0129 Epoch 53 Batch 1036/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9670, Loss: 0.0170 Epoch 53 Batch 1037/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0170 Epoch 53 Batch 1038/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0223 Epoch 53 Batch 1039/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0154 Epoch 53 Batch 1040/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9563, Loss: 0.0186 Epoch 53 Batch 1041/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0255 Epoch 53 Batch 1042/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9620, Loss: 0.0114 Epoch 53 Batch 1043/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9624, Loss: 0.0182 Epoch 53 Batch 1044/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9624, Loss: 0.0165 Epoch 53 Batch 1045/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0161 Epoch 53 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9670, Loss: 0.0133 Epoch 53 Batch 1047/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9670, Loss: 0.0128 Epoch 53 Batch 1048/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9606, Loss: 0.0209 Epoch 53 Batch 1049/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9553, Loss: 0.0167 Epoch 53 Batch 1050/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9553, Loss: 0.0083 Epoch 53 Batch 1051/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9545, Loss: 0.0196 Epoch 53 Batch 1052/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9545, Loss: 0.0134 Epoch 53 Batch 1053/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0208 Epoch 53 Batch 1054/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9592, Loss: 0.0189 Epoch 53 Batch 1055/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9592, Loss: 0.0220 Epoch 53 Batch 1056/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9641, Loss: 0.0129 Epoch 53 Batch 1057/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9613, Loss: 0.0161 Epoch 53 Batch 1058/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9616, Loss: 0.0192 Epoch 53 Batch 1059/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9574, Loss: 0.0187 Epoch 53 Batch 1060/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9577, Loss: 0.0120 Epoch 53 Batch 1061/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0183 Epoch 53 Batch 1062/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0177 Epoch 53 Batch 1063/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9577, Loss: 0.0242 Epoch 53 Batch 1064/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9702, Loss: 0.0192 Epoch 53 Batch 1065/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0160 Epoch 53 Batch 1066/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0113 Epoch 53 Batch 1067/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0133 Epoch 53 Batch 1068/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9624, Loss: 0.0098 Epoch 53 Batch 1069/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9627, Loss: 0.0111 Epoch 53 Batch 1070/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0170 Epoch 53 Batch 1071/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0155 Epoch 53 Batch 1072/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9659, Loss: 0.0136 Epoch 53 Batch 1073/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0193 Epoch 53 Batch 1074/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9616, Loss: 0.0212 Epoch 53 Batch 1075/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9663, Loss: 0.0185 Epoch 54 Batch 1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9659, Loss: 0.0110 Epoch 54 Batch 2/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9659, Loss: 0.0141 Epoch 54 Batch 3/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9659, Loss: 0.0211 Epoch 54 Batch 4/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9659, Loss: 0.0134 Epoch 54 Batch 5/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9659, Loss: 0.0196 Epoch 54 Batch 6/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0103 Epoch 54 Batch 7/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9656, Loss: 0.0138 Epoch 54 Batch 8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9656, Loss: 0.0176 Epoch 54 Batch 9/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0149 Epoch 54 Batch 10/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9652, Loss: 0.0183 Epoch 54 Batch 11/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9673, Loss: 0.0211 Epoch 54 Batch 12/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9673, Loss: 0.0112 Epoch 54 Batch 13/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0201 Epoch 54 Batch 14/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9670, Loss: 0.0131 Epoch 54 Batch 15/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9670, Loss: 0.0123 Epoch 54 Batch 16/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9670, Loss: 0.0164 Epoch 54 Batch 17/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9723, Loss: 0.0158 Epoch 54 Batch 18/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0123 Epoch 54 Batch 19/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9705, Loss: 0.0149 Epoch 54 Batch 20/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9705, Loss: 0.0121 Epoch 54 Batch 21/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9705, Loss: 0.0158 Epoch 54 Batch 22/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9702, Loss: 0.0148 Epoch 54 Batch 23/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0149 Epoch 54 Batch 24/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9609, Loss: 0.0195 Epoch 54 Batch 25/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9563, Loss: 0.0092 Epoch 54 Batch 26/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9609, Loss: 0.0202 Epoch 54 Batch 27/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0123 Epoch 54 Batch 28/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0136 Epoch 54 Batch 29/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9751, Loss: 0.0162 Epoch 54 Batch 30/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9705, Loss: 0.0102 Epoch 54 Batch 31/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9705, Loss: 0.0160 Epoch 54 Batch 32/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0125 Epoch 54 Batch 33/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9624, Loss: 0.0102 Epoch 54 Batch 34/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0186 Epoch 54 Batch 35/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9641, Loss: 0.0185 Epoch 54 Batch 36/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9641, Loss: 0.0151 Epoch 54 Batch 37/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9638, Loss: 0.0182 Epoch 54 Batch 38/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9634, Loss: 0.0216 Epoch 54 Batch 39/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9638, Loss: 0.0174 Epoch 54 Batch 40/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9691, Loss: 0.0137 Epoch 54 Batch 41/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0138 Epoch 54 Batch 42/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9577, Loss: 0.0212 Epoch 54 Batch 43/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9581, Loss: 0.0081 Epoch 54 Batch 44/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9581, Loss: 0.0117 Epoch 54 Batch 45/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0162 Epoch 54 Batch 46/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9652, Loss: 0.0213 Epoch 54 Batch 47/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9652, Loss: 0.0136 Epoch 54 Batch 48/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0194 Epoch 54 Batch 49/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9656, Loss: 0.0239 Epoch 54 Batch 50/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9709, Loss: 0.0152 Epoch 54 Batch 51/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0147 Epoch 54 Batch 52/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0214 Epoch 54 Batch 53/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9616, Loss: 0.0156 Epoch 54 Batch 54/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0293 Epoch 54 Batch 55/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9666, Loss: 0.0160 Epoch 54 Batch 56/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9666, Loss: 0.0098 Epoch 54 Batch 57/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0207 Epoch 54 Batch 58/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0147 Epoch 54 Batch 59/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9592, Loss: 0.0214 Epoch 54 Batch 60/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9560, Loss: 0.0096 Epoch 54 Batch 61/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9560, Loss: 0.0154 Epoch 54 Batch 62/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0188 Epoch 54 Batch 63/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9513, Loss: 0.0140 Epoch 54 Batch 64/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9563, Loss: 0.0128 Epoch 54 Batch 65/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0147 Epoch 54 Batch 66/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9645, Loss: 0.0077 Epoch 54 Batch 67/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9645, Loss: 0.0175 Epoch 54 Batch 68/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9645, Loss: 0.0216 Epoch 54 Batch 69/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9645, Loss: 0.0216 Epoch 54 Batch 70/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9645, Loss: 0.0220 Epoch 54 Batch 71/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9670, Loss: 0.0087 Epoch 54 Batch 72/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9670, Loss: 0.0166 Epoch 54 Batch 73/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9670, Loss: 0.0137 Epoch 54 Batch 74/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0173 Epoch 54 Batch 75/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9666, Loss: 0.0216 Epoch 54 Batch 76/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0120 Epoch 54 Batch 77/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9563, Loss: 0.0130 Epoch 54 Batch 78/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9560, Loss: 0.0209 Epoch 54 Batch 79/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9613, Loss: 0.0135 Epoch 54 Batch 80/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9641, Loss: 0.0147 Epoch 54 Batch 81/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9641, Loss: 0.0125 Epoch 54 Batch 82/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9666, Loss: 0.0132 Epoch 54 Batch 83/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9663, Loss: 0.0124 Epoch 54 Batch 84/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0146 Epoch 54 Batch 85/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9677, Loss: 0.0127 Epoch 54 Batch 86/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9631, Loss: 0.0141 Epoch 54 Batch 87/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9634, Loss: 0.0180 Epoch 54 Batch 88/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9545, Loss: 0.0168 Epoch 54 Batch 89/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0146 Epoch 54 Batch 90/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0144 Epoch 54 Batch 91/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9570, Loss: 0.0148 Epoch 54 Batch 92/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9627, Loss: 0.0160 Epoch 54 Batch 93/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9627, Loss: 0.0142 Epoch 54 Batch 94/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0150 Epoch 54 Batch 95/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9631, Loss: 0.0142 Epoch 54 Batch 96/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0175 Epoch 54 Batch 97/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0201 Epoch 54 Batch 98/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9677, Loss: 0.0205 Epoch 54 Batch 99/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9631, Loss: 0.0131 Epoch 54 Batch 100/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9631, Loss: 0.0116 Epoch 54 Batch 101/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9599, Loss: 0.0144 Epoch 54 Batch 102/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9663, Loss: 0.0103 Epoch 54 Batch 103/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9663, Loss: 0.0177 Epoch 54 Batch 104/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9663, Loss: 0.0163 Epoch 54 Batch 105/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9709, Loss: 0.0148 Epoch 54 Batch 106/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9709, Loss: 0.0159 Epoch 54 Batch 107/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9613, Loss: 0.0182 Epoch 54 Batch 108/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9613, Loss: 0.0253 Epoch 54 Batch 109/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9663, Loss: 0.0145 Epoch 54 Batch 110/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9716, Loss: 0.0133 Epoch 54 Batch 111/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9712, Loss: 0.0121 Epoch 54 Batch 112/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9712, Loss: 0.0120 Epoch 54 Batch 113/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9659, Loss: 0.0208 Epoch 54 Batch 114/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9705, Loss: 0.0133 Epoch 54 Batch 115/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9705, Loss: 0.0188 Epoch 54 Batch 116/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9705, Loss: 0.0276 Epoch 54 Batch 117/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9652, Loss: 0.0146 Epoch 54 Batch 118/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9698, Loss: 0.0126 Epoch 54 Batch 119/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9698, Loss: 0.0099 Epoch 54 Batch 120/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9702, Loss: 0.0154 Epoch 54 Batch 121/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9705, Loss: 0.0190 Epoch 54 Batch 122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9759, Loss: 0.0154 Epoch 54 Batch 123/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9759, Loss: 0.0097 Epoch 54 Batch 124/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9712, Loss: 0.0181 Epoch 54 Batch 125/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9645, Loss: 0.0231 Epoch 54 Batch 126/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9645, Loss: 0.0147 Epoch 54 Batch 127/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9645, Loss: 0.0174 Epoch 54 Batch 128/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9641, Loss: 0.0147 Epoch 54 Batch 129/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9641, Loss: 0.0187 Epoch 54 Batch 130/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9652, Loss: 0.0122 Epoch 54 Batch 131/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9606, Loss: 0.0133 Epoch 54 Batch 132/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0138 Epoch 54 Batch 133/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9556, Loss: 0.0115 Epoch 54 Batch 134/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9506, Loss: 0.0162 Epoch 54 Batch 135/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9556, Loss: 0.0173 Epoch 54 Batch 136/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0142 Epoch 54 Batch 137/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0169 Epoch 54 Batch 138/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9538, Loss: 0.0162 Epoch 54 Batch 139/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9538, Loss: 0.0145 Epoch 54 Batch 140/1077 - Train Accuracy: 0.9942, Validation Accuracy: 0.9556, Loss: 0.0136 Epoch 54 Batch 141/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9556, Loss: 0.0140 Epoch 54 Batch 142/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9553, Loss: 0.0145 Epoch 54 Batch 143/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0151 Epoch 54 Batch 144/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9506, Loss: 0.0206 Epoch 54 Batch 145/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9560, Loss: 0.0200 Epoch 54 Batch 146/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9560, Loss: 0.0549 Epoch 54 Batch 147/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9588, Loss: 0.0129 Epoch 54 Batch 148/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9677, Loss: 0.0191 Epoch 54 Batch 149/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9680, Loss: 0.0124 Epoch 54 Batch 150/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9592, Loss: 0.0169 Epoch 54 Batch 151/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9588, Loss: 0.0131 Epoch 54 Batch 152/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9588, Loss: 0.0199 Epoch 54 Batch 153/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0283 Epoch 54 Batch 154/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9442, Loss: 0.0131 Epoch 54 Batch 155/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9496, Loss: 0.0134 Epoch 54 Batch 156/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0134 Epoch 54 Batch 157/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9446, Loss: 0.0102 Epoch 54 Batch 158/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9446, Loss: 0.0168 Epoch 54 Batch 159/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0156 Epoch 54 Batch 160/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9599, Loss: 0.0139 Epoch 54 Batch 161/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0112 Epoch 54 Batch 162/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9627, Loss: 0.0158 Epoch 54 Batch 163/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9581, Loss: 0.0218 Epoch 54 Batch 164/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0140 Epoch 54 Batch 165/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9695, Loss: 0.0203 Epoch 54 Batch 166/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9648, Loss: 0.0149 Epoch 54 Batch 167/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9599, Loss: 0.0103 Epoch 54 Batch 168/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9599, Loss: 0.0273 Epoch 54 Batch 169/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9549, Loss: 0.0189 Epoch 54 Batch 170/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9581, Loss: 0.0179 Epoch 54 Batch 171/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9602, Loss: 0.0154 Epoch 54 Batch 172/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9680, Loss: 0.0141 Epoch 54 Batch 173/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9677, Loss: 0.0158 Epoch 54 Batch 174/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9677, Loss: 0.0083 Epoch 54 Batch 175/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9684, Loss: 0.0222 Epoch 54 Batch 176/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9684, Loss: 0.0186 Epoch 54 Batch 177/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9734, Loss: 0.0127 Epoch 54 Batch 178/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9656, Loss: 0.0182 Epoch 54 Batch 179/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9656, Loss: 0.0187 Epoch 54 Batch 180/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0117 Epoch 54 Batch 181/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9656, Loss: 0.0180 Epoch 54 Batch 182/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9656, Loss: 0.0199 Epoch 54 Batch 183/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0153 Epoch 54 Batch 184/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0188 Epoch 54 Batch 185/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9666, Loss: 0.0193 Epoch 54 Batch 186/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9666, Loss: 0.0178 Epoch 54 Batch 187/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9638, Loss: 0.0155 Epoch 54 Batch 188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0154 Epoch 54 Batch 189/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9556, Loss: 0.0115 Epoch 54 Batch 190/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9556, Loss: 0.0103 Epoch 54 Batch 191/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9553, Loss: 0.0136 Epoch 54 Batch 192/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9503, Loss: 0.0160 Epoch 54 Batch 193/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9531, Loss: 0.0108 Epoch 54 Batch 194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9531, Loss: 0.0113 Epoch 54 Batch 195/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0158 Epoch 54 Batch 196/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9609, Loss: 0.0097 Epoch 54 Batch 197/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9609, Loss: 0.0169 Epoch 54 Batch 198/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9609, Loss: 0.0174 Epoch 54 Batch 199/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0122 Epoch 54 Batch 200/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9659, Loss: 0.0165 Epoch 54 Batch 201/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0134 Epoch 54 Batch 202/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9723, Loss: 0.0121 Epoch 54 Batch 203/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9631, Loss: 0.0162 Epoch 54 Batch 204/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9627, Loss: 0.0326 Epoch 54 Batch 205/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9631, Loss: 0.0218 Epoch 54 Batch 206/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9727, Loss: 0.0123 Epoch 54 Batch 207/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0144 Epoch 54 Batch 208/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9751, Loss: 0.0132 Epoch 54 Batch 209/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9719, Loss: 0.0119 Epoch 54 Batch 210/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9727, Loss: 0.0151 Epoch 54 Batch 211/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9727, Loss: 0.0101 Epoch 54 Batch 212/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9730, Loss: 0.0127 Epoch 54 Batch 213/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0131 Epoch 54 Batch 214/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9606, Loss: 0.0143 Epoch 54 Batch 215/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9652, Loss: 0.0180 Epoch 54 Batch 216/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9652, Loss: 0.0134 Epoch 54 Batch 217/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0115 Epoch 54 Batch 218/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9702, Loss: 0.0185 Epoch 54 Batch 219/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9698, Loss: 0.0118 Epoch 54 Batch 220/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9730, Loss: 0.0137 Epoch 54 Batch 221/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9659, Loss: 0.0139 Epoch 54 Batch 222/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9659, Loss: 0.0157 Epoch 54 Batch 223/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0134 Epoch 54 Batch 224/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9663, Loss: 0.0149 Epoch 54 Batch 225/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9666, Loss: 0.0204 Epoch 54 Batch 226/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0180 Epoch 54 Batch 227/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9648, Loss: 0.0196 Epoch 54 Batch 228/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0119 Epoch 54 Batch 229/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0154 Epoch 54 Batch 230/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9688, Loss: 0.0137 Epoch 54 Batch 231/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9688, Loss: 0.0259 Epoch 54 Batch 232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9680, Loss: 0.0142 Epoch 54 Batch 233/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0202 Epoch 54 Batch 234/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9631, Loss: 0.0142 Epoch 54 Batch 235/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9627, Loss: 0.0236 Epoch 54 Batch 236/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9627, Loss: 0.0150 Epoch 54 Batch 237/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0134 Epoch 54 Batch 238/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0122 Epoch 54 Batch 239/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9634, Loss: 0.0110 Epoch 54 Batch 240/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9659, Loss: 0.0119 Epoch 54 Batch 241/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0103 Epoch 54 Batch 242/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9723, Loss: 0.0113 Epoch 54 Batch 243/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9702, Loss: 0.0195 Epoch 54 Batch 244/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9705, Loss: 0.0143 Epoch 54 Batch 245/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9705, Loss: 0.0132 Epoch 54 Batch 246/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9702, Loss: 0.0182 Epoch 54 Batch 247/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9751, Loss: 0.0171 Epoch 54 Batch 248/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9727, Loss: 0.0146 Epoch 54 Batch 249/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9727, Loss: 0.0121 Epoch 54 Batch 250/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9727, Loss: 0.0174 Epoch 54 Batch 251/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9727, Loss: 0.0192 Epoch 54 Batch 252/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9727, Loss: 0.0160 Epoch 54 Batch 253/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9776, Loss: 0.0160 Epoch 54 Batch 254/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9755, Loss: 0.0235 Epoch 54 Batch 255/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9755, Loss: 0.0141 Epoch 54 Batch 256/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9751, Loss: 0.0324 Epoch 54 Batch 257/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9705, Loss: 0.0155 Epoch 54 Batch 258/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9656, Loss: 0.0132 Epoch 54 Batch 259/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9663, Loss: 0.0167 Epoch 54 Batch 260/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9641, Loss: 0.0107 Epoch 54 Batch 261/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0155 Epoch 54 Batch 262/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9641, Loss: 0.0122 Epoch 54 Batch 263/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9737, Loss: 0.0105 Epoch 54 Batch 264/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9737, Loss: 0.0139 Epoch 54 Batch 265/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9737, Loss: 0.0118 Epoch 54 Batch 266/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9688, Loss: 0.0174 Epoch 54 Batch 267/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9574, Loss: 0.0116 Epoch 54 Batch 268/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0186 Epoch 54 Batch 269/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9574, Loss: 0.0201 Epoch 54 Batch 270/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9574, Loss: 0.0199 Epoch 54 Batch 271/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9442, Loss: 0.0141 Epoch 54 Batch 272/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0418 Epoch 54 Batch 273/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9531, Loss: 0.0162 Epoch 54 Batch 274/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9574, Loss: 0.0167 Epoch 54 Batch 275/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9510, Loss: 0.0128 Epoch 54 Batch 276/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0232 Epoch 54 Batch 277/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9574, Loss: 0.0122 Epoch 54 Batch 278/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0168 Epoch 54 Batch 279/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9567, Loss: 0.0155 Epoch 54 Batch 280/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0197 Epoch 54 Batch 281/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0167 Epoch 54 Batch 282/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0199 Epoch 54 Batch 283/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9702, Loss: 0.0147 Epoch 54 Batch 284/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9702, Loss: 0.0142 Epoch 54 Batch 285/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9659, Loss: 0.0183 Epoch 54 Batch 286/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9663, Loss: 0.0134 Epoch 54 Batch 287/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9663, Loss: 0.0219 Epoch 54 Batch 288/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9592, Loss: 0.0224 Epoch 54 Batch 289/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9592, Loss: 0.0131 Epoch 54 Batch 290/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9641, Loss: 0.0283 Epoch 54 Batch 291/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9592, Loss: 0.0251 Epoch 54 Batch 292/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9553, Loss: 0.0118 Epoch 54 Batch 293/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9553, Loss: 0.0135 Epoch 54 Batch 294/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9499, Loss: 0.0155 Epoch 54 Batch 295/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9482, Loss: 0.0149 Epoch 54 Batch 296/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9588, Loss: 0.0163 Epoch 54 Batch 297/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9585, Loss: 0.0182 Epoch 54 Batch 298/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9588, Loss: 0.0219 Epoch 54 Batch 299/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9648, Loss: 0.0157 Epoch 54 Batch 300/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9684, Loss: 0.0112 Epoch 54 Batch 301/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9684, Loss: 0.0117 Epoch 54 Batch 302/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9702, Loss: 0.0153 Epoch 54 Batch 303/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9702, Loss: 0.0222 Epoch 54 Batch 304/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9688, Loss: 0.0177 Epoch 54 Batch 305/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9688, Loss: 0.0144 Epoch 54 Batch 306/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9638, Loss: 0.0254 Epoch 54 Batch 307/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0161 Epoch 54 Batch 308/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9570, Loss: 0.0157 Epoch 54 Batch 309/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0133 Epoch 54 Batch 310/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9563, Loss: 0.0110 Epoch 54 Batch 311/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9588, Loss: 0.0123 Epoch 54 Batch 312/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9631, Loss: 0.0208 Epoch 54 Batch 313/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9599, Loss: 0.0117 Epoch 54 Batch 314/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9577, Loss: 0.0187 Epoch 54 Batch 315/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9560, Loss: 0.0165 Epoch 54 Batch 316/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0147 Epoch 54 Batch 317/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9609, Loss: 0.0141 Epoch 54 Batch 318/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9609, Loss: 0.0104 Epoch 54 Batch 319/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0155 Epoch 54 Batch 320/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9613, Loss: 0.0250 Epoch 54 Batch 321/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9613, Loss: 0.0134 Epoch 54 Batch 322/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0114 Epoch 54 Batch 323/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9609, Loss: 0.0166 Epoch 54 Batch 324/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9609, Loss: 0.0140 Epoch 54 Batch 325/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9588, Loss: 0.0155 Epoch 54 Batch 326/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9588, Loss: 0.0096 Epoch 54 Batch 327/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0215 Epoch 54 Batch 328/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9588, Loss: 0.0172 Epoch 54 Batch 329/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9588, Loss: 0.0166 Epoch 54 Batch 330/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0142 Epoch 54 Batch 331/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9563, Loss: 0.0148 Epoch 54 Batch 332/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9588, Loss: 0.0112 Epoch 54 Batch 333/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9542, Loss: 0.0128 Epoch 54 Batch 334/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9592, Loss: 0.0124 Epoch 54 Batch 335/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0168 Epoch 54 Batch 336/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9570, Loss: 0.0504 Epoch 54 Batch 337/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9567, Loss: 0.0157 Epoch 54 Batch 338/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9517, Loss: 0.0224 Epoch 54 Batch 339/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9517, Loss: 0.0089 Epoch 54 Batch 340/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9560, Loss: 0.0147 Epoch 54 Batch 341/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9556, Loss: 0.0175 Epoch 54 Batch 342/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9556, Loss: 0.0147 Epoch 54 Batch 343/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0180 Epoch 54 Batch 344/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9535, Loss: 0.0155 Epoch 54 Batch 345/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9521, Loss: 0.0100 Epoch 54 Batch 346/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0147 Epoch 54 Batch 347/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9485, Loss: 0.0105 Epoch 54 Batch 348/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9521, Loss: 0.0109 Epoch 54 Batch 349/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0140 Epoch 54 Batch 350/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0166 Epoch 54 Batch 351/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9467, Loss: 0.0168 Epoch 54 Batch 352/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9467, Loss: 0.0111 Epoch 54 Batch 353/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9503, Loss: 0.0168 Epoch 54 Batch 354/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9503, Loss: 0.0171 Epoch 54 Batch 355/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9506, Loss: 0.0149 Epoch 54 Batch 356/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9506, Loss: 0.0150 Epoch 54 Batch 357/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9503, Loss: 0.0189 Epoch 54 Batch 358/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9478, Loss: 0.0179 Epoch 54 Batch 359/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9478, Loss: 0.0155 Epoch 54 Batch 360/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9428, Loss: 0.0142 Epoch 54 Batch 361/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9428, Loss: 0.0115 Epoch 54 Batch 362/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9478, Loss: 0.0169 Epoch 54 Batch 363/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0153 Epoch 54 Batch 364/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9545, Loss: 0.0234 Epoch 54 Batch 365/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9542, Loss: 0.0105 Epoch 54 Batch 366/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9563, Loss: 0.0126 Epoch 54 Batch 367/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9567, Loss: 0.0105 Epoch 54 Batch 368/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0120 Epoch 54 Batch 369/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0145 Epoch 54 Batch 370/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9609, Loss: 0.0159 Epoch 54 Batch 371/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0136 Epoch 54 Batch 372/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9581, Loss: 0.0150 Epoch 54 Batch 373/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9634, Loss: 0.0107 Epoch 54 Batch 374/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9666, Loss: 0.0180 Epoch 54 Batch 375/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9666, Loss: 0.0153 Epoch 54 Batch 376/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9663, Loss: 0.0171 Epoch 54 Batch 377/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0157 Epoch 54 Batch 378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0124 Epoch 54 Batch 379/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9542, Loss: 0.0232 Epoch 54 Batch 380/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0120 Epoch 54 Batch 381/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0162 Epoch 54 Batch 382/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9513, Loss: 0.0224 Epoch 54 Batch 383/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9531, Loss: 0.0159 Epoch 54 Batch 384/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0087 Epoch 54 Batch 385/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9538, Loss: 0.0142 Epoch 54 Batch 386/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9538, Loss: 0.0133 Epoch 54 Batch 387/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9538, Loss: 0.0143 Epoch 54 Batch 388/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9560, Loss: 0.0220 Epoch 54 Batch 389/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9542, Loss: 0.0193 Epoch 54 Batch 390/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0241 Epoch 54 Batch 391/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9588, Loss: 0.0132 Epoch 54 Batch 392/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9606, Loss: 0.0240 Epoch 54 Batch 393/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0136 Epoch 54 Batch 394/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9702, Loss: 0.0151 Epoch 54 Batch 395/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9656, Loss: 0.0139 Epoch 54 Batch 396/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9592, Loss: 0.0197 Epoch 54 Batch 397/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9585, Loss: 0.0207 Epoch 54 Batch 398/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9585, Loss: 0.0144 Epoch 54 Batch 399/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9531, Loss: 0.0135 Epoch 54 Batch 400/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9528, Loss: 0.0124 Epoch 54 Batch 401/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9531, Loss: 0.0104 Epoch 54 Batch 402/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9585, Loss: 0.0173 Epoch 54 Batch 403/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9588, Loss: 0.0296 Epoch 54 Batch 404/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9588, Loss: 0.0189 Epoch 54 Batch 405/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9567, Loss: 0.0176 Epoch 54 Batch 406/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9542, Loss: 0.0115 Epoch 54 Batch 407/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9542, Loss: 0.0144 Epoch 54 Batch 408/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9574, Loss: 0.0206 Epoch 54 Batch 409/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9570, Loss: 0.0214 Epoch 54 Batch 410/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0274 Epoch 54 Batch 411/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0153 Epoch 54 Batch 412/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9588, Loss: 0.0135 Epoch 54 Batch 413/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0127 Epoch 54 Batch 414/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9677, Loss: 0.0118 Epoch 54 Batch 415/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9677, Loss: 0.0182 Epoch 54 Batch 416/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0137 Epoch 54 Batch 417/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9648, Loss: 0.0250 Epoch 54 Batch 418/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9599, Loss: 0.0120 Epoch 54 Batch 419/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0168 Epoch 54 Batch 420/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9602, Loss: 0.0125 Epoch 54 Batch 421/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9606, Loss: 0.0245 Epoch 54 Batch 422/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9606, Loss: 0.0132 Epoch 54 Batch 423/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9606, Loss: 0.0222 Epoch 54 Batch 424/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9659, Loss: 0.0120 Epoch 54 Batch 425/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9659, Loss: 0.0088 Epoch 54 Batch 426/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9659, Loss: 0.0164 Epoch 54 Batch 427/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9677, Loss: 0.0164 Epoch 54 Batch 428/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9702, Loss: 0.0152 Epoch 54 Batch 429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9652, Loss: 0.0123 Epoch 54 Batch 430/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9592, Loss: 0.0131 Epoch 54 Batch 431/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9595, Loss: 0.0125 Epoch 54 Batch 432/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9595, Loss: 0.0148 Epoch 54 Batch 433/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9595, Loss: 0.0179 Epoch 54 Batch 434/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0110 Epoch 54 Batch 435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9510, Loss: 0.0172 Epoch 54 Batch 436/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9467, Loss: 0.0153 Epoch 54 Batch 437/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9467, Loss: 0.0115 Epoch 54 Batch 438/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0112 Epoch 54 Batch 439/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0160 Epoch 54 Batch 440/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0186 Epoch 54 Batch 441/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0147 Epoch 54 Batch 442/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9496, Loss: 0.0183 Epoch 54 Batch 443/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9496, Loss: 0.0130 Epoch 54 Batch 444/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0166 Epoch 54 Batch 445/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9588, Loss: 0.0151 Epoch 54 Batch 446/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9638, Loss: 0.0100 Epoch 54 Batch 447/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0111 Epoch 54 Batch 448/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9616, Loss: 0.0183 Epoch 54 Batch 449/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9620, Loss: 0.0241 Epoch 54 Batch 450/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9524, Loss: 0.0201 Epoch 54 Batch 451/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9524, Loss: 0.0123 Epoch 54 Batch 452/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9482, Loss: 0.0152 Epoch 54 Batch 453/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9478, Loss: 0.0187 Epoch 54 Batch 454/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9567, Loss: 0.0288 Epoch 54 Batch 455/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9570, Loss: 0.0161 Epoch 54 Batch 456/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9524, Loss: 0.0199 Epoch 54 Batch 457/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9563, Loss: 0.0121 Epoch 54 Batch 458/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0184 Epoch 54 Batch 459/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9563, Loss: 0.0161 Epoch 54 Batch 460/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9563, Loss: 0.0183 Epoch 54 Batch 461/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9563, Loss: 0.0152 Epoch 54 Batch 462/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0160 Epoch 54 Batch 463/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9585, Loss: 0.0166 Epoch 54 Batch 464/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0149 Epoch 54 Batch 465/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9634, Loss: 0.0235 Epoch 54 Batch 466/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9631, Loss: 0.0153 Epoch 54 Batch 467/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9631, Loss: 0.0117 Epoch 54 Batch 468/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9631, Loss: 0.0121 Epoch 54 Batch 469/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9609, Loss: 0.0111 Epoch 54 Batch 470/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9652, Loss: 0.0165 Epoch 54 Batch 471/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9652, Loss: 0.0140 Epoch 54 Batch 472/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9588, Loss: 0.0150 Epoch 54 Batch 473/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0135 Epoch 54 Batch 474/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9634, Loss: 0.0135 Epoch 54 Batch 475/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9656, Loss: 0.0187 Epoch 54 Batch 476/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9656, Loss: 0.0130 Epoch 54 Batch 477/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9592, Loss: 0.0182 Epoch 54 Batch 478/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9542, Loss: 0.0157 Epoch 54 Batch 479/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0193 Epoch 54 Batch 480/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9613, Loss: 0.0137 Epoch 54 Batch 481/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9567, Loss: 0.0179 Epoch 54 Batch 482/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9492, Loss: 0.0192 Epoch 54 Batch 483/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9492, Loss: 0.0197 Epoch 54 Batch 484/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9517, Loss: 0.0204 Epoch 54 Batch 485/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9517, Loss: 0.0147 Epoch 54 Batch 486/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9496, Loss: 0.0135 Epoch 54 Batch 487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0113 Epoch 54 Batch 488/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9492, Loss: 0.0139 Epoch 54 Batch 489/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9492, Loss: 0.0128 Epoch 54 Batch 490/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0187 Epoch 54 Batch 491/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0227 Epoch 54 Batch 492/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9567, Loss: 0.0228 Epoch 54 Batch 493/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9545, Loss: 0.0146 Epoch 54 Batch 494/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9549, Loss: 0.0116 Epoch 54 Batch 495/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0144 Epoch 54 Batch 496/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9542, Loss: 0.0154 Epoch 54 Batch 497/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9567, Loss: 0.0173 Epoch 54 Batch 498/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0189 Epoch 54 Batch 499/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9574, Loss: 0.0162 Epoch 54 Batch 500/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0121 Epoch 54 Batch 501/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9638, Loss: 0.0129 Epoch 54 Batch 502/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9680, Loss: 0.0204 Epoch 54 Batch 503/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9680, Loss: 0.0126 Epoch 54 Batch 504/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9659, Loss: 0.0137 Epoch 54 Batch 505/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9663, Loss: 0.0110 Epoch 54 Batch 506/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9599, Loss: 0.0228 Epoch 54 Batch 507/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9620, Loss: 0.0183 Epoch 54 Batch 508/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9577, Loss: 0.0118 Epoch 54 Batch 509/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9574, Loss: 0.0194 Epoch 54 Batch 510/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9570, Loss: 0.0141 Epoch 54 Batch 511/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9627, Loss: 0.0187 Epoch 54 Batch 512/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0143 Epoch 54 Batch 513/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9581, Loss: 0.0183 Epoch 54 Batch 514/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9585, Loss: 0.0152 Epoch 54 Batch 515/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9535, Loss: 0.0145 Epoch 54 Batch 516/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9577, Loss: 0.0131 Epoch 54 Batch 517/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9581, Loss: 0.0175 Epoch 54 Batch 518/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0185 Epoch 54 Batch 519/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9666, Loss: 0.0171 Epoch 54 Batch 520/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9570, Loss: 0.0102 Epoch 54 Batch 521/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9570, Loss: 0.0176 Epoch 54 Batch 522/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9570, Loss: 0.0206 Epoch 54 Batch 523/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0159 Epoch 54 Batch 524/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9567, Loss: 0.0177 Epoch 54 Batch 525/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0172 Epoch 54 Batch 526/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0137 Epoch 54 Batch 527/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9567, Loss: 0.0158 Epoch 54 Batch 528/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9627, Loss: 0.0158 Epoch 54 Batch 529/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9627, Loss: 0.0195 Epoch 54 Batch 530/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9627, Loss: 0.0189 Epoch 54 Batch 531/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9673, Loss: 0.0139 Epoch 54 Batch 532/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9581, Loss: 0.0278 Epoch 54 Batch 533/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0139 Epoch 54 Batch 534/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9585, Loss: 0.0231 Epoch 54 Batch 535/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9585, Loss: 0.0154 Epoch 54 Batch 536/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9634, Loss: 0.0199 Epoch 54 Batch 537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0143 Epoch 54 Batch 538/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0146 Epoch 54 Batch 539/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9634, Loss: 0.0186 Epoch 54 Batch 540/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9638, Loss: 0.0077 Epoch 54 Batch 541/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9688, Loss: 0.0153 Epoch 54 Batch 542/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9737, Loss: 0.0177 Epoch 54 Batch 543/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9709, Loss: 0.0148 Epoch 54 Batch 544/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0089 Epoch 54 Batch 545/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 54 Batch 546/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9606, Loss: 0.0187 Epoch 54 Batch 547/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0157 Epoch 54 Batch 548/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0144 Epoch 54 Batch 549/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9606, Loss: 0.0172 Epoch 54 Batch 550/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9606, Loss: 0.0147 Epoch 54 Batch 551/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0198 Epoch 54 Batch 552/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9588, Loss: 0.0186 Epoch 54 Batch 553/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0222 Epoch 54 Batch 554/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0169 Epoch 54 Batch 555/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0135 Epoch 54 Batch 556/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9585, Loss: 0.0142 Epoch 54 Batch 557/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0146 Epoch 54 Batch 558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9560, Loss: 0.0132 Epoch 54 Batch 559/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0168 Epoch 54 Batch 560/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0141 Epoch 54 Batch 561/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9659, Loss: 0.0142 Epoch 54 Batch 562/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9620, Loss: 0.0131 Epoch 54 Batch 563/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0188 Epoch 54 Batch 564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9574, Loss: 0.0232 Epoch 54 Batch 565/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0244 Epoch 54 Batch 566/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9545, Loss: 0.0141 Epoch 54 Batch 567/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0148 Epoch 54 Batch 568/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9613, Loss: 0.0143 Epoch 54 Batch 569/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0170 Epoch 54 Batch 570/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9613, Loss: 0.0248 Epoch 54 Batch 571/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0151 Epoch 54 Batch 572/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9609, Loss: 0.0201 Epoch 54 Batch 573/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9638, Loss: 0.0271 Epoch 54 Batch 574/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9595, Loss: 0.0208 Epoch 54 Batch 575/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0167 Epoch 54 Batch 576/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9666, Loss: 0.0139 Epoch 54 Batch 577/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0202 Epoch 54 Batch 578/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0153 Epoch 54 Batch 579/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9517, Loss: 0.0155 Epoch 54 Batch 580/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0121 Epoch 54 Batch 581/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9517, Loss: 0.0115 Epoch 54 Batch 582/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0113 Epoch 54 Batch 583/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9503, Loss: 0.0179 Epoch 54 Batch 584/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0187 Epoch 54 Batch 585/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9624, Loss: 0.0134 Epoch 54 Batch 586/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9570, Loss: 0.0149 Epoch 54 Batch 587/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9574, Loss: 0.0157 Epoch 54 Batch 588/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9574, Loss: 0.0140 Epoch 54 Batch 589/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9574, Loss: 0.0137 Epoch 54 Batch 590/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9574, Loss: 0.0168 Epoch 54 Batch 591/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9616, Loss: 0.0174 Epoch 54 Batch 592/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9663, Loss: 0.0160 Epoch 54 Batch 593/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9659, Loss: 0.0310 Epoch 54 Batch 594/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9663, Loss: 0.0226 Epoch 54 Batch 595/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9727, Loss: 0.0170 Epoch 54 Batch 596/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9727, Loss: 0.0132 Epoch 54 Batch 597/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9727, Loss: 0.0148 Epoch 54 Batch 598/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9727, Loss: 0.0157 Epoch 54 Batch 599/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9727, Loss: 0.0249 Epoch 54 Batch 600/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9727, Loss: 0.0180 Epoch 54 Batch 601/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9776, Loss: 0.0196 Epoch 54 Batch 602/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9826, Loss: 0.0163 Epoch 54 Batch 603/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9826, Loss: 0.0191 Epoch 54 Batch 604/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9826, Loss: 0.0258 Epoch 54 Batch 605/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9826, Loss: 0.0233 Epoch 54 Batch 606/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9826, Loss: 0.0133 Epoch 54 Batch 607/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9826, Loss: 0.0199 Epoch 54 Batch 608/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9712, Loss: 0.0205 Epoch 54 Batch 609/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0191 Epoch 54 Batch 610/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9659, Loss: 0.0200 Epoch 54 Batch 611/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9567, Loss: 0.0198 Epoch 54 Batch 612/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9567, Loss: 0.0137 Epoch 54 Batch 613/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9588, Loss: 0.0238 Epoch 54 Batch 614/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9588, Loss: 0.0145 Epoch 54 Batch 615/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9538, Loss: 0.0141 Epoch 54 Batch 616/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9538, Loss: 0.0162 Epoch 54 Batch 617/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0134 Epoch 54 Batch 618/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0205 Epoch 54 Batch 619/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9524, Loss: 0.0116 Epoch 54 Batch 620/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0166 Epoch 54 Batch 621/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9474, Loss: 0.0183 Epoch 54 Batch 622/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9528, Loss: 0.0223 Epoch 54 Batch 623/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9549, Loss: 0.0222 Epoch 54 Batch 624/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9567, Loss: 0.0186 Epoch 54 Batch 625/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9567, Loss: 0.0180 Epoch 54 Batch 626/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9588, Loss: 0.0151 Epoch 54 Batch 627/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0152 Epoch 54 Batch 628/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9588, Loss: 0.0195 Epoch 54 Batch 629/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0173 Epoch 54 Batch 630/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0140 Epoch 54 Batch 631/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0179 Epoch 54 Batch 632/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9677, Loss: 0.0122 Epoch 54 Batch 633/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9673, Loss: 0.0151 Epoch 54 Batch 634/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9698, Loss: 0.0141 Epoch 54 Batch 635/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9645, Loss: 0.0225 Epoch 54 Batch 636/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0159 Epoch 54 Batch 637/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9648, Loss: 0.0169 Epoch 54 Batch 638/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0140 Epoch 54 Batch 639/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9648, Loss: 0.0223 Epoch 54 Batch 640/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9727, Loss: 0.0143 Epoch 54 Batch 641/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9723, Loss: 0.0132 Epoch 54 Batch 642/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9723, Loss: 0.0133 Epoch 54 Batch 643/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9723, Loss: 0.0109 Epoch 54 Batch 644/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9723, Loss: 0.0136 Epoch 54 Batch 645/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9727, Loss: 0.0188 Epoch 54 Batch 646/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9673, Loss: 0.0162 Epoch 54 Batch 647/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0215 Epoch 54 Batch 648/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9659, Loss: 0.0108 Epoch 54 Batch 649/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9670, Loss: 0.0139 Epoch 54 Batch 650/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9624, Loss: 0.0143 Epoch 54 Batch 651/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9627, Loss: 0.0153 Epoch 54 Batch 652/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9624, Loss: 0.0175 Epoch 54 Batch 653/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9673, Loss: 0.0231 Epoch 54 Batch 654/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0165 Epoch 54 Batch 655/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9670, Loss: 0.0199 Epoch 54 Batch 656/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9723, Loss: 0.0186 Epoch 54 Batch 657/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9656, Loss: 0.0202 Epoch 54 Batch 658/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9659, Loss: 0.0108 Epoch 54 Batch 659/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0163 Epoch 54 Batch 660/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0133 Epoch 54 Batch 661/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0146 Epoch 54 Batch 662/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0125 Epoch 54 Batch 663/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9531, Loss: 0.0097 Epoch 54 Batch 664/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0183 Epoch 54 Batch 665/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9620, Loss: 0.0125 Epoch 54 Batch 666/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0208 Epoch 54 Batch 667/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9595, Loss: 0.0161 Epoch 54 Batch 668/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9627, Loss: 0.0162 Epoch 54 Batch 669/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9627, Loss: 0.0103 Epoch 54 Batch 670/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9631, Loss: 0.0141 Epoch 54 Batch 671/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9677, Loss: 0.0172 Epoch 54 Batch 672/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9677, Loss: 0.0147 Epoch 54 Batch 673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9677, Loss: 0.0195 Epoch 54 Batch 674/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9730, Loss: 0.0155 Epoch 54 Batch 675/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9716, Loss: 0.0217 Epoch 54 Batch 676/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9744, Loss: 0.0178 Epoch 54 Batch 677/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9698, Loss: 0.0159 Epoch 54 Batch 678/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9641, Loss: 0.0099 Epoch 54 Batch 679/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9641, Loss: 0.0122 Epoch 54 Batch 680/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9638, Loss: 0.0192 Epoch 54 Batch 681/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9638, Loss: 0.0158 Epoch 54 Batch 682/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9588, Loss: 0.0137 Epoch 54 Batch 683/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9588, Loss: 0.0137 Epoch 54 Batch 684/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9652, Loss: 0.0198 Epoch 54 Batch 685/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9652, Loss: 0.0228 Epoch 54 Batch 686/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9641, Loss: 0.0129 Epoch 54 Batch 687/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9641, Loss: 0.0167 Epoch 54 Batch 688/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9641, Loss: 0.0108 Epoch 54 Batch 689/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9638, Loss: 0.0085 Epoch 54 Batch 690/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9616, Loss: 0.0163 Epoch 54 Batch 691/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9716, Loss: 0.0178 Epoch 54 Batch 692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9663, Loss: 0.0171 Epoch 54 Batch 693/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9663, Loss: 0.0263 Epoch 54 Batch 694/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9663, Loss: 0.0145 Epoch 54 Batch 695/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9663, Loss: 0.0197 Epoch 54 Batch 696/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9666, Loss: 0.0151 Epoch 54 Batch 697/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9716, Loss: 0.0183 Epoch 54 Batch 698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9783, Loss: 0.0153 Epoch 54 Batch 699/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9783, Loss: 0.0125 Epoch 54 Batch 700/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9734, Loss: 0.0122 Epoch 54 Batch 701/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9680, Loss: 0.0216 Epoch 54 Batch 702/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0304 Epoch 54 Batch 703/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0150 Epoch 54 Batch 704/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9620, Loss: 0.0273 Epoch 54 Batch 705/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0221 Epoch 54 Batch 706/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9627, Loss: 0.0400 Epoch 54 Batch 707/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0182 Epoch 54 Batch 708/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9677, Loss: 0.0147 Epoch 54 Batch 709/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9680, Loss: 0.0148 Epoch 54 Batch 710/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9680, Loss: 0.0100 Epoch 54 Batch 711/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9577, Loss: 0.0182 Epoch 54 Batch 712/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9631, Loss: 0.0129 Epoch 54 Batch 713/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9680, Loss: 0.0137 Epoch 54 Batch 714/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9638, Loss: 0.0171 Epoch 54 Batch 715/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9542, Loss: 0.0140 Epoch 54 Batch 716/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0126 Epoch 54 Batch 717/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9570, Loss: 0.0082 Epoch 54 Batch 718/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 54 Batch 719/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0163 Epoch 54 Batch 720/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9616, Loss: 0.0175 Epoch 54 Batch 721/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9616, Loss: 0.0160 Epoch 54 Batch 722/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0123 Epoch 54 Batch 723/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9613, Loss: 0.0152 Epoch 54 Batch 724/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9616, Loss: 0.0198 Epoch 54 Batch 725/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9616, Loss: 0.0126 Epoch 54 Batch 726/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9616, Loss: 0.0100 Epoch 54 Batch 727/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9616, Loss: 0.0114 Epoch 54 Batch 728/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9616, Loss: 0.0193 Epoch 54 Batch 729/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0254 Epoch 54 Batch 730/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9616, Loss: 0.0246 Epoch 54 Batch 731/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9570, Loss: 0.0139 Epoch 54 Batch 732/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9485, Loss: 0.0189 Epoch 54 Batch 733/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9506, Loss: 0.0184 Epoch 54 Batch 734/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9506, Loss: 0.0146 Epoch 54 Batch 735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9506, Loss: 0.0127 Epoch 54 Batch 736/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9517, Loss: 0.0147 Epoch 54 Batch 737/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9517, Loss: 0.0133 Epoch 54 Batch 738/1077 - Train Accuracy: 0.9850, Validation Accuracy: 0.9513, Loss: 0.0089 Epoch 54 Batch 739/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0162 Epoch 54 Batch 740/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0129 Epoch 54 Batch 741/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0242 Epoch 54 Batch 742/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0152 Epoch 54 Batch 743/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9510, Loss: 0.0178 Epoch 54 Batch 744/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9567, Loss: 0.0176 Epoch 54 Batch 745/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9570, Loss: 0.0187 Epoch 54 Batch 746/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9595, Loss: 0.0127 Epoch 54 Batch 747/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0123 Epoch 54 Batch 748/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9641, Loss: 0.0089 Epoch 54 Batch 749/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9592, Loss: 0.0105 Epoch 54 Batch 750/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9684, Loss: 0.0148 Epoch 54 Batch 751/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9723, Loss: 0.0176 Epoch 54 Batch 752/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9723, Loss: 0.0160 Epoch 54 Batch 753/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9723, Loss: 0.0137 Epoch 54 Batch 754/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9719, Loss: 0.0148 Epoch 54 Batch 755/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0196 Epoch 54 Batch 756/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9705, Loss: 0.0155 Epoch 54 Batch 757/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9705, Loss: 0.0131 Epoch 54 Batch 758/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9652, Loss: 0.0112 Epoch 54 Batch 759/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9705, Loss: 0.0174 Epoch 54 Batch 760/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9705, Loss: 0.0160 Epoch 54 Batch 761/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9705, Loss: 0.0120 Epoch 54 Batch 762/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9705, Loss: 0.0151 Epoch 54 Batch 763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9702, Loss: 0.0165 Epoch 54 Batch 764/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9656, Loss: 0.0122 Epoch 54 Batch 765/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9659, Loss: 0.0183 Epoch 54 Batch 766/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9709, Loss: 0.0165 Epoch 54 Batch 767/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9723, Loss: 0.0156 Epoch 54 Batch 768/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9773, Loss: 0.0172 Epoch 54 Batch 769/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9748, Loss: 0.0196 Epoch 54 Batch 770/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9695, Loss: 0.0150 Epoch 54 Batch 771/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9695, Loss: 0.0148 Epoch 54 Batch 772/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9599, Loss: 0.0138 Epoch 54 Batch 773/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9577, Loss: 0.0113 Epoch 54 Batch 774/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0123 Epoch 54 Batch 775/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0151 Epoch 54 Batch 776/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0177 Epoch 54 Batch 777/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9627, Loss: 0.0146 Epoch 54 Batch 778/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9705, Loss: 0.0162 Epoch 54 Batch 779/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9705, Loss: 0.0132 Epoch 54 Batch 780/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9702, Loss: 0.0216 Epoch 54 Batch 781/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9656, Loss: 0.0134 Epoch 54 Batch 782/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0143 Epoch 54 Batch 783/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9517, Loss: 0.0204 Epoch 54 Batch 784/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9567, Loss: 0.0094 Epoch 54 Batch 785/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9521, Loss: 0.0110 Epoch 54 Batch 786/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0163 Epoch 54 Batch 787/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9521, Loss: 0.0126 Epoch 54 Batch 788/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9521, Loss: 0.0178 Epoch 54 Batch 789/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0133 Epoch 54 Batch 790/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0229 Epoch 54 Batch 791/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0154 Epoch 54 Batch 792/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0166 Epoch 54 Batch 793/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9553, Loss: 0.0188 Epoch 54 Batch 794/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0122 Epoch 54 Batch 795/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9560, Loss: 0.0168 Epoch 54 Batch 796/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9556, Loss: 0.0174 Epoch 54 Batch 797/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9606, Loss: 0.0163 Epoch 54 Batch 798/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0155 Epoch 54 Batch 799/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9581, Loss: 0.0272 Epoch 54 Batch 800/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9489, Loss: 0.0141 Epoch 54 Batch 801/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9414, Loss: 0.0143 Epoch 54 Batch 802/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0240 Epoch 54 Batch 803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9570, Loss: 0.0134 Epoch 54 Batch 804/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9574, Loss: 0.0099 Epoch 54 Batch 805/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0173 Epoch 54 Batch 806/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9577, Loss: 0.0143 Epoch 54 Batch 807/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9577, Loss: 0.0092 Epoch 54 Batch 808/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9577, Loss: 0.0285 Epoch 54 Batch 809/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9577, Loss: 0.0312 Epoch 54 Batch 810/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9553, Loss: 0.0111 Epoch 54 Batch 811/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0161 Epoch 54 Batch 812/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9553, Loss: 0.0173 Epoch 54 Batch 813/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9624, Loss: 0.0147 Epoch 54 Batch 814/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9645, Loss: 0.0149 Epoch 54 Batch 815/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9645, Loss: 0.0175 Epoch 54 Batch 816/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9645, Loss: 0.0135 Epoch 54 Batch 817/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9602, Loss: 0.0174 Epoch 54 Batch 818/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9602, Loss: 0.0256 Epoch 54 Batch 819/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9624, Loss: 0.0154 Epoch 54 Batch 820/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0138 Epoch 54 Batch 821/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0155 Epoch 54 Batch 822/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9631, Loss: 0.0147 Epoch 54 Batch 823/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9631, Loss: 0.0150 Epoch 54 Batch 824/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9631, Loss: 0.0155 Epoch 54 Batch 825/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9631, Loss: 0.0095 Epoch 54 Batch 826/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9648, Loss: 0.0129 Epoch 54 Batch 827/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9656, Loss: 0.0175 Epoch 54 Batch 828/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9538, Loss: 0.0139 Epoch 54 Batch 829/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9506, Loss: 0.0243 Epoch 54 Batch 830/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9489, Loss: 0.0195 Epoch 54 Batch 831/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9464, Loss: 0.0159 Epoch 54 Batch 832/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9460, Loss: 0.0100 Epoch 54 Batch 833/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9482, Loss: 0.0143 Epoch 54 Batch 834/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9673, Loss: 0.0176 Epoch 54 Batch 835/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9677, Loss: 0.0120 Epoch 54 Batch 836/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0162 Epoch 54 Batch 837/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0218 Epoch 54 Batch 838/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0155 Epoch 54 Batch 839/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0244 Epoch 54 Batch 840/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9609, Loss: 0.0171 Epoch 54 Batch 841/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0267 Epoch 54 Batch 842/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9567, Loss: 0.0129 Epoch 54 Batch 843/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9570, Loss: 0.0123 Epoch 54 Batch 844/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9613, Loss: 0.0176 Epoch 54 Batch 845/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9663, Loss: 0.0133 Epoch 54 Batch 846/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9716, Loss: 0.0210 Epoch 54 Batch 847/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9826, Loss: 0.0165 Epoch 54 Batch 848/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9826, Loss: 0.0164 Epoch 54 Batch 849/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9780, Loss: 0.0093 Epoch 54 Batch 850/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9780, Loss: 0.0212 Epoch 54 Batch 851/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9759, Loss: 0.0238 Epoch 54 Batch 852/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9755, Loss: 0.0223 Epoch 54 Batch 853/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9751, Loss: 0.0171 Epoch 54 Batch 854/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9723, Loss: 0.0167 Epoch 54 Batch 855/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9723, Loss: 0.0160 Epoch 54 Batch 856/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9766, Loss: 0.0144 Epoch 54 Batch 857/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9723, Loss: 0.0140 Epoch 54 Batch 858/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9769, Loss: 0.0099 Epoch 54 Batch 859/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9769, Loss: 0.0178 Epoch 54 Batch 860/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9723, Loss: 0.0139 Epoch 54 Batch 861/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9695, Loss: 0.0113 Epoch 54 Batch 862/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9648, Loss: 0.0161 Epoch 54 Batch 863/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9648, Loss: 0.0125 Epoch 54 Batch 864/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9648, Loss: 0.0161 Epoch 54 Batch 865/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9648, Loss: 0.0168 Epoch 54 Batch 866/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0183 Epoch 54 Batch 867/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9585, Loss: 0.0464 Epoch 54 Batch 868/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9585, Loss: 0.0197 Epoch 54 Batch 869/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0133 Epoch 54 Batch 870/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9652, Loss: 0.0151 Epoch 54 Batch 871/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9652, Loss: 0.0125 Epoch 54 Batch 872/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9677, Loss: 0.0124 Epoch 54 Batch 873/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9719, Loss: 0.0175 Epoch 54 Batch 874/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9719, Loss: 0.0207 Epoch 54 Batch 875/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9702, Loss: 0.0123 Epoch 54 Batch 876/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9702, Loss: 0.0147 Epoch 54 Batch 877/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9702, Loss: 0.0117 Epoch 54 Batch 878/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9705, Loss: 0.0132 Epoch 54 Batch 879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9705, Loss: 0.0102 Epoch 54 Batch 880/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9659, Loss: 0.0156 Epoch 54 Batch 881/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9705, Loss: 0.0165 Epoch 54 Batch 882/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0157 Epoch 54 Batch 883/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9705, Loss: 0.0227 Epoch 54 Batch 884/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9705, Loss: 0.0188 Epoch 54 Batch 885/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9702, Loss: 0.0091 Epoch 54 Batch 886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9702, Loss: 0.0192 Epoch 54 Batch 887/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9656, Loss: 0.0177 Epoch 54 Batch 888/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9606, Loss: 0.0213 Epoch 54 Batch 889/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9606, Loss: 0.0165 Epoch 54 Batch 890/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9606, Loss: 0.0153 Epoch 54 Batch 891/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9506, Loss: 0.0143 Epoch 54 Batch 892/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9560, Loss: 0.0160 Epoch 54 Batch 893/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0132 Epoch 54 Batch 894/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9535, Loss: 0.0156 Epoch 54 Batch 895/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9485, Loss: 0.0127 Epoch 54 Batch 896/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9482, Loss: 0.0161 Epoch 54 Batch 897/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9482, Loss: 0.0101 Epoch 54 Batch 898/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0185 Epoch 54 Batch 899/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9592, Loss: 0.0178 Epoch 54 Batch 900/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0197 Epoch 54 Batch 901/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9641, Loss: 0.0246 Epoch 54 Batch 902/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9641, Loss: 0.0196 Epoch 54 Batch 903/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9599, Loss: 0.0159 Epoch 54 Batch 904/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9599, Loss: 0.0170 Epoch 54 Batch 905/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9645, Loss: 0.0126 Epoch 54 Batch 906/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9695, Loss: 0.0110 Epoch 54 Batch 907/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9695, Loss: 0.0144 Epoch 54 Batch 908/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0151 Epoch 54 Batch 909/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9734, Loss: 0.0211 Epoch 54 Batch 910/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9688, Loss: 0.0185 Epoch 54 Batch 911/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9663, Loss: 0.0178 Epoch 54 Batch 912/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0138 Epoch 54 Batch 913/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9659, Loss: 0.0164 Epoch 54 Batch 914/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9652, Loss: 0.0466 Epoch 54 Batch 915/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9698, Loss: 0.0147 Epoch 54 Batch 916/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9698, Loss: 0.0132 Epoch 54 Batch 917/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9648, Loss: 0.0173 Epoch 54 Batch 918/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9670, Loss: 0.0130 Epoch 54 Batch 919/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9670, Loss: 0.0108 Epoch 54 Batch 920/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9670, Loss: 0.0118 Epoch 54 Batch 921/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9670, Loss: 0.0169 Epoch 54 Batch 922/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9670, Loss: 0.0149 Epoch 54 Batch 923/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9673, Loss: 0.0115 Epoch 54 Batch 924/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9673, Loss: 0.0179 Epoch 54 Batch 925/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9673, Loss: 0.0105 Epoch 54 Batch 926/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9673, Loss: 0.0138 Epoch 54 Batch 927/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9673, Loss: 0.0201 Epoch 54 Batch 928/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9645, Loss: 0.0155 Epoch 54 Batch 929/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0125 Epoch 54 Batch 930/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9648, Loss: 0.0148 Epoch 54 Batch 931/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9648, Loss: 0.0141 Epoch 54 Batch 932/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9648, Loss: 0.0123 Epoch 54 Batch 933/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9648, Loss: 0.0135 Epoch 54 Batch 934/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9652, Loss: 0.0134 Epoch 54 Batch 935/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9702, Loss: 0.0109 Epoch 54 Batch 936/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9719, Loss: 0.0169 Epoch 54 Batch 937/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9719, Loss: 0.0195 Epoch 54 Batch 938/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9755, Loss: 0.0216 Epoch 54 Batch 939/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9798, Loss: 0.0210 Epoch 54 Batch 940/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9798, Loss: 0.0179 Epoch 54 Batch 941/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9709, Loss: 0.0145 Epoch 54 Batch 942/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9709, Loss: 0.0165 Epoch 54 Batch 943/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9709, Loss: 0.0120 Epoch 54 Batch 944/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9709, Loss: 0.0126 Epoch 54 Batch 945/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9659, Loss: 0.0092 Epoch 54 Batch 946/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9659, Loss: 0.0112 Epoch 54 Batch 947/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0138 Epoch 54 Batch 948/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9663, Loss: 0.0146 Epoch 54 Batch 949/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9663, Loss: 0.0145 Epoch 54 Batch 950/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0150 Epoch 54 Batch 951/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0170 Epoch 54 Batch 952/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9641, Loss: 0.0086 Epoch 54 Batch 953/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0134 Epoch 54 Batch 954/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9556, Loss: 0.0211 Epoch 54 Batch 955/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9553, Loss: 0.0155 Epoch 54 Batch 956/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9620, Loss: 0.0167 Epoch 54 Batch 957/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9616, Loss: 0.0104 Epoch 54 Batch 958/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9570, Loss: 0.0154 Epoch 54 Batch 959/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9616, Loss: 0.0188 Epoch 54 Batch 960/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9680, Loss: 0.0157 Epoch 54 Batch 961/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9680, Loss: 0.0109 Epoch 54 Batch 962/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9680, Loss: 0.0207 Epoch 54 Batch 963/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9680, Loss: 0.0188 Epoch 54 Batch 964/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9680, Loss: 0.0132 Epoch 54 Batch 965/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9634, Loss: 0.0267 Epoch 54 Batch 966/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9730, Loss: 0.0130 Epoch 54 Batch 967/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9723, Loss: 0.0198 Epoch 54 Batch 968/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9673, Loss: 0.0178 Epoch 54 Batch 969/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9716, Loss: 0.0193 Epoch 54 Batch 970/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9666, Loss: 0.0144 Epoch 54 Batch 971/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9666, Loss: 0.0260 Epoch 54 Batch 972/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9670, Loss: 0.0182 Epoch 54 Batch 973/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9670, Loss: 0.0105 Epoch 54 Batch 974/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9670, Loss: 0.0155 Epoch 54 Batch 975/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9673, Loss: 0.0127 Epoch 54 Batch 976/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9698, Loss: 0.0112 Epoch 54 Batch 977/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9698, Loss: 0.0079 Epoch 54 Batch 978/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9652, Loss: 0.0164 Epoch 54 Batch 979/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9553, Loss: 0.0156 Epoch 54 Batch 980/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9535, Loss: 0.0169 Epoch 54 Batch 981/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9595, Loss: 0.0251 Epoch 54 Batch 982/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9602, Loss: 0.0188 Epoch 54 Batch 983/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9602, Loss: 0.0134 Epoch 54 Batch 984/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9606, Loss: 0.0194 Epoch 54 Batch 985/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9634, Loss: 0.0122 Epoch 54 Batch 986/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9624, Loss: 0.0148 Epoch 54 Batch 987/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0108 Epoch 54 Batch 988/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9627, Loss: 0.0182 Epoch 54 Batch 989/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9528, Loss: 0.0156 Epoch 54 Batch 990/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9521, Loss: 0.0161 Epoch 54 Batch 991/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9492, Loss: 0.0133 Epoch 54 Batch 992/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9506, Loss: 0.0185 Epoch 54 Batch 993/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0151 Epoch 54 Batch 994/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9496, Loss: 0.0169 Epoch 54 Batch 995/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9492, Loss: 0.0114 Epoch 54 Batch 996/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9517, Loss: 0.0143 Epoch 54 Batch 997/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9464, Loss: 0.0152 Epoch 54 Batch 998/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9457, Loss: 0.0146 Epoch 54 Batch 999/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0218 Epoch 54 Batch 1000/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9513, Loss: 0.0187 Epoch 54 Batch 1001/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9556, Loss: 0.0136 Epoch 54 Batch 1002/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9535, Loss: 0.0094 Epoch 54 Batch 1003/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0225 Epoch 54 Batch 1004/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9474, Loss: 0.0129 Epoch 54 Batch 1005/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9357, Loss: 0.0149 Epoch 54 Batch 1006/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9357, Loss: 0.0120 Epoch 54 Batch 1007/1077 - Train Accuracy: 0.9970, Validation Accuracy: 0.9336, Loss: 0.0131 Epoch 54 Batch 1008/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9290, Loss: 0.0184 Epoch 54 Batch 1009/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9343, Loss: 0.0146 Epoch 54 Batch 1010/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9492, Loss: 0.0128 Epoch 54 Batch 1011/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9545, Loss: 0.0144 Epoch 54 Batch 1012/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9620, Loss: 0.0119 Epoch 54 Batch 1013/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0108 Epoch 54 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9620, Loss: 0.0152 Epoch 54 Batch 1015/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9570, Loss: 0.0155 Epoch 54 Batch 1016/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9570, Loss: 0.0168 Epoch 54 Batch 1017/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9545, Loss: 0.0140 Epoch 54 Batch 1018/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9556, Loss: 0.0196 Epoch 54 Batch 1019/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9627, Loss: 0.0214 Epoch 54 Batch 1020/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9641, Loss: 0.0124 Epoch 54 Batch 1021/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9553, Loss: 0.0155 Epoch 54 Batch 1022/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9549, Loss: 0.0119 Epoch 54 Batch 1023/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0205 Epoch 54 Batch 1024/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9616, Loss: 0.0184 Epoch 54 Batch 1025/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9663, Loss: 0.0173 Epoch 54 Batch 1026/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9755, Loss: 0.0156 Epoch 54 Batch 1027/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9755, Loss: 0.0133 Epoch 54 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9755, Loss: 0.0147 Epoch 54 Batch 1029/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9755, Loss: 0.0167 Epoch 54 Batch 1030/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9723, Loss: 0.0149 Epoch 54 Batch 1031/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9723, Loss: 0.0225 Epoch 54 Batch 1032/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9744, Loss: 0.0212 Epoch 54 Batch 1033/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9648, Loss: 0.0158 Epoch 54 Batch 1034/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0126 Epoch 54 Batch 1035/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9727, Loss: 0.0105 Epoch 54 Batch 1036/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9723, Loss: 0.0197 Epoch 54 Batch 1037/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9723, Loss: 0.0148 Epoch 54 Batch 1038/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9723, Loss: 0.0203 Epoch 54 Batch 1039/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9723, Loss: 0.0159 Epoch 54 Batch 1040/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9723, Loss: 0.0179 Epoch 54 Batch 1041/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0268 Epoch 54 Batch 1042/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9666, Loss: 0.0114 Epoch 54 Batch 1043/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9666, Loss: 0.0204 Epoch 54 Batch 1044/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9691, Loss: 0.0174 Epoch 54 Batch 1045/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9691, Loss: 0.0198 Epoch 54 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9688, Loss: 0.0109 Epoch 54 Batch 1047/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9688, Loss: 0.0128 Epoch 54 Batch 1048/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9709, Loss: 0.0200 Epoch 54 Batch 1049/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9641, Loss: 0.0148 Epoch 54 Batch 1050/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9663, Loss: 0.0080 Epoch 54 Batch 1051/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9663, Loss: 0.0204 Epoch 54 Batch 1052/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9663, Loss: 0.0116 Epoch 54 Batch 1053/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9688, Loss: 0.0180 Epoch 54 Batch 1054/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9712, Loss: 0.0130 Epoch 54 Batch 1055/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9616, Loss: 0.0164 Epoch 54 Batch 1056/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9666, Loss: 0.0095 Epoch 54 Batch 1057/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0145 Epoch 54 Batch 1058/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9631, Loss: 0.0162 Epoch 54 Batch 1059/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9634, Loss: 0.0192 Epoch 54 Batch 1060/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0150 Epoch 54 Batch 1061/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9627, Loss: 0.0190 Epoch 54 Batch 1062/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9727, Loss: 0.0217 Epoch 54 Batch 1063/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9762, Loss: 0.0214 Epoch 54 Batch 1064/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9762, Loss: 0.0171 Epoch 54 Batch 1065/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9762, Loss: 0.0155 Epoch 54 Batch 1066/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9723, Loss: 0.0149 Epoch 54 Batch 1067/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0132 Epoch 54 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9673, Loss: 0.0112 Epoch 54 Batch 1069/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9648, Loss: 0.0116 Epoch 54 Batch 1070/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9652, Loss: 0.0164 Epoch 54 Batch 1071/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0180 Epoch 54 Batch 1072/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9648, Loss: 0.0130 Epoch 54 Batch 1073/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9595, Loss: 0.0174 Epoch 54 Batch 1074/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9599, Loss: 0.0163 Epoch 54 Batch 1075/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9652, Loss: 0.0227 Epoch 55 Batch 1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0093 Epoch 55 Batch 2/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9609, Loss: 0.0166 Epoch 55 Batch 3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0213 Epoch 55 Batch 4/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9609, Loss: 0.0132 Epoch 55 Batch 5/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0225 Epoch 55 Batch 6/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9659, Loss: 0.0128 Epoch 55 Batch 7/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9659, Loss: 0.0164 Epoch 55 Batch 8/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9659, Loss: 0.0152 Epoch 55 Batch 9/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9659, Loss: 0.0138 Epoch 55 Batch 10/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9680, Loss: 0.0175 Epoch 55 Batch 11/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9680, Loss: 0.0244 Epoch 55 Batch 12/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9680, Loss: 0.0150 Epoch 55 Batch 13/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9680, Loss: 0.0194 Epoch 55 Batch 14/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9680, Loss: 0.0137 Epoch 55 Batch 15/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9680, Loss: 0.0133 Epoch 55 Batch 16/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9727, Loss: 0.0188 Epoch 55 Batch 17/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9730, Loss: 0.0158 Epoch 55 Batch 18/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9727, Loss: 0.0128 Epoch 55 Batch 19/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9730, Loss: 0.0146 Epoch 55 Batch 20/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9727, Loss: 0.0122 Epoch 55 Batch 21/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9727, Loss: 0.0181 Epoch 55 Batch 22/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9744, Loss: 0.0141 Epoch 55 Batch 23/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9716, Loss: 0.0130 Epoch 55 Batch 24/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9719, Loss: 0.0197 Epoch 55 Batch 25/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9719, Loss: 0.0166 Epoch 55 Batch 26/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9719, Loss: 0.0230 Epoch 55 Batch 27/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9769, Loss: 0.0128 Epoch 55 Batch 28/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9769, Loss: 0.0157 Epoch 55 Batch 29/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9794, Loss: 0.0166 Epoch 55 Batch 30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9769, Loss: 0.0128 Epoch 55 Batch 31/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9769, Loss: 0.0161 Epoch 55 Batch 32/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9766, Loss: 0.0135 Epoch 55 Batch 33/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9766, Loss: 0.0121 Epoch 55 Batch 34/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9712, Loss: 0.0242 Epoch 55 Batch 35/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9645, Loss: 0.0193 Epoch 55 Batch 36/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0124 Epoch 55 Batch 37/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9645, Loss: 0.0200 Epoch 55 Batch 38/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0239 Epoch 55 Batch 39/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0199 Epoch 55 Batch 40/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9627, Loss: 0.0122 Epoch 55 Batch 41/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9599, Loss: 0.0120 Epoch 55 Batch 42/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9602, Loss: 0.0204 Epoch 55 Batch 43/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9602, Loss: 0.0080 Epoch 55 Batch 44/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9599, Loss: 0.0115 Epoch 55 Batch 45/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0165 Epoch 55 Batch 46/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9620, Loss: 0.0201 Epoch 55 Batch 47/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0127 Epoch 55 Batch 48/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9663, Loss: 0.0221 Epoch 55 Batch 49/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9716, Loss: 0.0235 Epoch 55 Batch 50/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9716, Loss: 0.0169 Epoch 55 Batch 51/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9716, Loss: 0.0153 Epoch 55 Batch 52/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9705, Loss: 0.0160 Epoch 55 Batch 53/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9634, Loss: 0.0146 Epoch 55 Batch 54/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9599, Loss: 0.0321 Epoch 55 Batch 55/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9684, Loss: 0.0124 Epoch 55 Batch 56/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9663, Loss: 0.0103 Epoch 55 Batch 57/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9666, Loss: 0.0203 Epoch 55 Batch 58/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9624, Loss: 0.0144 Epoch 55 Batch 59/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9616, Loss: 0.0178 Epoch 55 Batch 60/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9638, Loss: 0.0113 Epoch 55 Batch 61/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0143 Epoch 55 Batch 62/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9489, Loss: 0.0204 Epoch 55 Batch 63/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9510, Loss: 0.0128 Epoch 55 Batch 64/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9503, Loss: 0.0160 Epoch 55 Batch 65/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9556, Loss: 0.0153 Epoch 55 Batch 66/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9560, Loss: 0.0084 Epoch 55 Batch 67/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0163 Epoch 55 Batch 68/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9542, Loss: 0.0244 Epoch 55 Batch 69/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9542, Loss: 0.0247 Epoch 55 Batch 70/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9549, Loss: 0.0199 Epoch 55 Batch 71/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9553, Loss: 0.0095 Epoch 55 Batch 72/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0174 Epoch 55 Batch 73/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9719, Loss: 0.0127 Epoch 55 Batch 74/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9719, Loss: 0.0167 Epoch 55 Batch 75/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9648, Loss: 0.0243 Epoch 55 Batch 76/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9585, Loss: 0.0094 Epoch 55 Batch 77/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9386, Loss: 0.0121 Epoch 55 Batch 78/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9382, Loss: 0.0143 Epoch 55 Batch 79/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9389, Loss: 0.0114 Epoch 55 Batch 80/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9386, Loss: 0.0173 Epoch 55 Batch 81/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9485, Loss: 0.0113 Epoch 55 Batch 82/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9616, Loss: 0.0150 Epoch 55 Batch 83/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9663, Loss: 0.0118 Epoch 55 Batch 84/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9663, Loss: 0.0140 Epoch 55 Batch 85/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0138 Epoch 55 Batch 86/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0139 Epoch 55 Batch 87/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0181 Epoch 55 Batch 88/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0219 Epoch 55 Batch 89/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9570, Loss: 0.0157 Epoch 55 Batch 90/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0128 Epoch 55 Batch 91/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9648, Loss: 0.0130 Epoch 55 Batch 92/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9648, Loss: 0.0153 Epoch 55 Batch 93/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9645, Loss: 0.0152 Epoch 55 Batch 94/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9645, Loss: 0.0154 Epoch 55 Batch 95/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9645, Loss: 0.0174 Epoch 55 Batch 96/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9648, Loss: 0.0149 Epoch 55 Batch 97/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9602, Loss: 0.0190 Epoch 55 Batch 98/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9606, Loss: 0.0204 Epoch 55 Batch 99/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9652, Loss: 0.0110 Epoch 55 Batch 100/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9648, Loss: 0.0144 Epoch 55 Batch 101/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9645, Loss: 0.0145 Epoch 55 Batch 102/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9645, Loss: 0.0100 Epoch 55 Batch 103/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9709, Loss: 0.0185 Epoch 55 Batch 104/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9663, Loss: 0.0164 Epoch 55 Batch 105/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0118 Epoch 55 Batch 106/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9599, Loss: 0.0163 Epoch 55 Batch 107/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9624, Loss: 0.0188 Epoch 55 Batch 108/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0207 Epoch 55 Batch 109/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0144 Epoch 55 Batch 110/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9631, Loss: 0.0129 Epoch 55 Batch 111/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0126 Epoch 55 Batch 112/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9659, Loss: 0.0114 Epoch 55 Batch 113/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9638, Loss: 0.0239 Epoch 55 Batch 114/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0111 Epoch 55 Batch 115/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0171 Epoch 55 Batch 116/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9737, Loss: 0.0197 Epoch 55 Batch 117/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9688, Loss: 0.0119 Epoch 55 Batch 118/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9688, Loss: 0.0121 Epoch 55 Batch 119/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9688, Loss: 0.0105 Epoch 55 Batch 120/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9755, Loss: 0.0153 Epoch 55 Batch 121/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9709, Loss: 0.0176 Epoch 55 Batch 122/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0161 Epoch 55 Batch 123/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9663, Loss: 0.0096 Epoch 55 Batch 124/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9506, Loss: 0.0166 Epoch 55 Batch 125/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0224 Epoch 55 Batch 126/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9503, Loss: 0.0156 Epoch 55 Batch 127/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0167 Epoch 55 Batch 128/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0152 Epoch 55 Batch 129/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9528, Loss: 0.0198 Epoch 55 Batch 130/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9528, Loss: 0.0137 Epoch 55 Batch 131/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9474, Loss: 0.0127 Epoch 55 Batch 132/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9474, Loss: 0.0136 Epoch 55 Batch 133/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9517, Loss: 0.0138 Epoch 55 Batch 134/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9538, Loss: 0.0156 Epoch 55 Batch 135/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9538, Loss: 0.0184 Epoch 55 Batch 136/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9535, Loss: 0.0106 Epoch 55 Batch 137/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0147 Epoch 55 Batch 138/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9563, Loss: 0.0165 Epoch 55 Batch 139/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9570, Loss: 0.0163 Epoch 55 Batch 140/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9570, Loss: 0.0134 Epoch 55 Batch 141/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0119 Epoch 55 Batch 142/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0161 Epoch 55 Batch 143/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0129 Epoch 55 Batch 144/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9606, Loss: 0.0180 Epoch 55 Batch 145/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9556, Loss: 0.0181 Epoch 55 Batch 146/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9581, Loss: 0.0498 Epoch 55 Batch 147/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9585, Loss: 0.0154 Epoch 55 Batch 148/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0195 Epoch 55 Batch 149/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9567, Loss: 0.0113 Epoch 55 Batch 150/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9609, Loss: 0.0173 Epoch 55 Batch 151/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9609, Loss: 0.0111 Epoch 55 Batch 152/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0233 Epoch 55 Batch 153/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9535, Loss: 0.0249 Epoch 55 Batch 154/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9538, Loss: 0.0107 Epoch 55 Batch 155/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9489, Loss: 0.0130 Epoch 55 Batch 156/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0130 Epoch 55 Batch 157/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9563, Loss: 0.0096 Epoch 55 Batch 158/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9613, Loss: 0.0134 Epoch 55 Batch 159/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9567, Loss: 0.0133 Epoch 55 Batch 160/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9517, Loss: 0.0129 Epoch 55 Batch 161/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9513, Loss: 0.0086 Epoch 55 Batch 162/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9542, Loss: 0.0112 Epoch 55 Batch 163/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9567, Loss: 0.0207 Epoch 55 Batch 164/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9613, Loss: 0.0160 Epoch 55 Batch 165/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9592, Loss: 0.0198 Epoch 55 Batch 166/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0144 Epoch 55 Batch 167/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9702, Loss: 0.0143 Epoch 55 Batch 168/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9652, Loss: 0.0237 Epoch 55 Batch 169/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9652, Loss: 0.0158 Epoch 55 Batch 170/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9652, Loss: 0.0190 Epoch 55 Batch 171/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9673, Loss: 0.0147 Epoch 55 Batch 172/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9677, Loss: 0.0134 Epoch 55 Batch 173/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9631, Loss: 0.0185 Epoch 55 Batch 174/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9631, Loss: 0.0091 Epoch 55 Batch 175/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0241 Epoch 55 Batch 176/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0143 Epoch 55 Batch 177/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9570, Loss: 0.0157 Epoch 55 Batch 178/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0156 Epoch 55 Batch 179/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9574, Loss: 0.0180 Epoch 55 Batch 180/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0123 Epoch 55 Batch 181/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9592, Loss: 0.0166 Epoch 55 Batch 182/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0200 Epoch 55 Batch 183/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0152 Epoch 55 Batch 184/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9627, Loss: 0.0169 Epoch 55 Batch 185/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0163 Epoch 55 Batch 186/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9624, Loss: 0.0152 Epoch 55 Batch 187/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0112 Epoch 55 Batch 188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0173 Epoch 55 Batch 189/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0142 Epoch 55 Batch 190/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9542, Loss: 0.0138 Epoch 55 Batch 191/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9560, Loss: 0.0124 Epoch 55 Batch 192/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9606, Loss: 0.0135 Epoch 55 Batch 193/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9606, Loss: 0.0128 Epoch 55 Batch 194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9563, Loss: 0.0150 Epoch 55 Batch 195/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0150 Epoch 55 Batch 196/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9588, Loss: 0.0112 Epoch 55 Batch 197/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9585, Loss: 0.0167 Epoch 55 Batch 198/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9609, Loss: 0.0183 Epoch 55 Batch 199/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9609, Loss: 0.0131 Epoch 55 Batch 200/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0160 Epoch 55 Batch 201/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9659, Loss: 0.0143 Epoch 55 Batch 202/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9659, Loss: 0.0123 Epoch 55 Batch 203/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0182 Epoch 55 Batch 204/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9663, Loss: 0.0305 Epoch 55 Batch 205/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9648, Loss: 0.0231 Epoch 55 Batch 206/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0122 Epoch 55 Batch 207/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9641, Loss: 0.0121 Epoch 55 Batch 208/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9691, Loss: 0.0182 Epoch 55 Batch 209/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9599, Loss: 0.0131 Epoch 55 Batch 210/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9599, Loss: 0.0152 Epoch 55 Batch 211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9549, Loss: 0.0109 Epoch 55 Batch 212/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9652, Loss: 0.0133 Epoch 55 Batch 213/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0145 Epoch 55 Batch 214/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9606, Loss: 0.0114 Epoch 55 Batch 215/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0190 Epoch 55 Batch 216/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0153 Epoch 55 Batch 217/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9624, Loss: 0.0098 Epoch 55 Batch 218/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9624, Loss: 0.0229 Epoch 55 Batch 219/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9624, Loss: 0.0091 Epoch 55 Batch 220/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0177 Epoch 55 Batch 221/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9702, Loss: 0.0146 Epoch 55 Batch 222/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9702, Loss: 0.0150 Epoch 55 Batch 223/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9698, Loss: 0.0138 Epoch 55 Batch 224/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9638, Loss: 0.0139 Epoch 55 Batch 225/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9599, Loss: 0.0201 Epoch 55 Batch 226/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9599, Loss: 0.0148 Epoch 55 Batch 227/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9666, Loss: 0.0161 Epoch 55 Batch 228/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9666, Loss: 0.0112 Epoch 55 Batch 229/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9666, Loss: 0.0118 Epoch 55 Batch 230/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9663, Loss: 0.0129 Epoch 55 Batch 231/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9638, Loss: 0.0156 Epoch 55 Batch 232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9631, Loss: 0.0129 Epoch 55 Batch 233/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0207 Epoch 55 Batch 234/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9631, Loss: 0.0125 Epoch 55 Batch 235/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9695, Loss: 0.0194 Epoch 55 Batch 236/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9698, Loss: 0.0156 Epoch 55 Batch 237/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9698, Loss: 0.0151 Epoch 55 Batch 238/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9723, Loss: 0.0124 Epoch 55 Batch 239/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9723, Loss: 0.0102 Epoch 55 Batch 240/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9723, Loss: 0.0106 Epoch 55 Batch 241/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9773, Loss: 0.0086 Epoch 55 Batch 242/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9776, Loss: 0.0120 Epoch 55 Batch 243/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9776, Loss: 0.0198 Epoch 55 Batch 244/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9776, Loss: 0.0189 Epoch 55 Batch 245/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9759, Loss: 0.0120 Epoch 55 Batch 246/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9712, Loss: 0.0157 Epoch 55 Batch 247/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9712, Loss: 0.0163 Epoch 55 Batch 248/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9759, Loss: 0.0126 Epoch 55 Batch 249/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9759, Loss: 0.0146 Epoch 55 Batch 250/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9709, Loss: 0.0189 Epoch 55 Batch 251/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9677, Loss: 0.0170 Epoch 55 Batch 252/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9691, Loss: 0.0175 Epoch 55 Batch 253/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9730, Loss: 0.0276 Epoch 55 Batch 254/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9730, Loss: 0.0186 Epoch 55 Batch 255/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9627, Loss: 0.0147 Epoch 55 Batch 256/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0479 Epoch 55 Batch 257/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9673, Loss: 0.0127 Epoch 55 Batch 258/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9528, Loss: 0.0190 Epoch 55 Batch 259/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9648, Loss: 0.0355 Epoch 55 Batch 260/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9663, Loss: 0.0151 Epoch 55 Batch 261/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0156 Epoch 55 Batch 262/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9503, Loss: 0.0216 Epoch 55 Batch 263/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9563, Loss: 0.0238 Epoch 55 Batch 264/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9620, Loss: 0.0159 Epoch 55 Batch 265/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9624, Loss: 0.0134 Epoch 55 Batch 266/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9616, Loss: 0.0171 Epoch 55 Batch 267/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9560, Loss: 0.0146 Epoch 55 Batch 268/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0248 Epoch 55 Batch 269/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9592, Loss: 0.0212 Epoch 55 Batch 270/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9599, Loss: 0.0231 Epoch 55 Batch 271/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0146 Epoch 55 Batch 272/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9624, Loss: 0.0439 Epoch 55 Batch 273/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9645, Loss: 0.0143 Epoch 55 Batch 274/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9595, Loss: 0.0174 Epoch 55 Batch 275/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9549, Loss: 0.0124 Epoch 55 Batch 276/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0252 Epoch 55 Batch 277/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9524, Loss: 0.0112 Epoch 55 Batch 278/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9517, Loss: 0.0166 Epoch 55 Batch 279/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9513, Loss: 0.0182 Epoch 55 Batch 280/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0182 Epoch 55 Batch 281/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9560, Loss: 0.0185 Epoch 55 Batch 282/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9556, Loss: 0.0193 Epoch 55 Batch 283/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9556, Loss: 0.0176 Epoch 55 Batch 284/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0177 Epoch 55 Batch 285/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9560, Loss: 0.0174 Epoch 55 Batch 286/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9560, Loss: 0.0150 Epoch 55 Batch 287/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9560, Loss: 0.0241 Epoch 55 Batch 288/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0210 Epoch 55 Batch 289/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9613, Loss: 0.0105 Epoch 55 Batch 290/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0283 Epoch 55 Batch 291/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9634, Loss: 0.0209 Epoch 55 Batch 292/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 55 Batch 293/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0133 Epoch 55 Batch 294/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0162 Epoch 55 Batch 295/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9592, Loss: 0.0152 Epoch 55 Batch 296/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9577, Loss: 0.0159 Epoch 55 Batch 297/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9577, Loss: 0.0183 Epoch 55 Batch 298/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9645, Loss: 0.0175 Epoch 55 Batch 299/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9641, Loss: 0.0177 Epoch 55 Batch 300/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9641, Loss: 0.0121 Epoch 55 Batch 301/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9641, Loss: 0.0135 Epoch 55 Batch 302/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0158 Epoch 55 Batch 303/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9656, Loss: 0.0164 Epoch 55 Batch 304/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9656, Loss: 0.0179 Epoch 55 Batch 305/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9695, Loss: 0.0138 Epoch 55 Batch 306/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9666, Loss: 0.0244 Epoch 55 Batch 307/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9609, Loss: 0.0169 Epoch 55 Batch 308/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9609, Loss: 0.0148 Epoch 55 Batch 309/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9613, Loss: 0.0124 Epoch 55 Batch 310/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9613, Loss: 0.0162 Epoch 55 Batch 311/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9613, Loss: 0.0141 Epoch 55 Batch 312/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0166 Epoch 55 Batch 313/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9521, Loss: 0.0139 Epoch 55 Batch 314/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9585, Loss: 0.0214 Epoch 55 Batch 315/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9585, Loss: 0.0141 Epoch 55 Batch 316/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9585, Loss: 0.0175 Epoch 55 Batch 317/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9585, Loss: 0.0134 Epoch 55 Batch 318/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9634, Loss: 0.0090 Epoch 55 Batch 319/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9638, Loss: 0.0181 Epoch 55 Batch 320/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0232 Epoch 55 Batch 321/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9638, Loss: 0.0108 Epoch 55 Batch 322/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9638, Loss: 0.0141 Epoch 55 Batch 323/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9592, Loss: 0.0142 Epoch 55 Batch 324/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9585, Loss: 0.0149 Epoch 55 Batch 325/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9631, Loss: 0.0193 Epoch 55 Batch 326/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9631, Loss: 0.0143 Epoch 55 Batch 327/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0220 Epoch 55 Batch 328/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0156 Epoch 55 Batch 329/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0178 Epoch 55 Batch 330/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9563, Loss: 0.0170 Epoch 55 Batch 331/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9563, Loss: 0.0099 Epoch 55 Batch 332/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9588, Loss: 0.0101 Epoch 55 Batch 333/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9592, Loss: 0.0151 Epoch 55 Batch 334/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9613, Loss: 0.0137 Epoch 55 Batch 335/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9613, Loss: 0.0175 Epoch 55 Batch 336/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0503 Epoch 55 Batch 337/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9521, Loss: 0.0171 Epoch 55 Batch 338/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9521, Loss: 0.0227 Epoch 55 Batch 339/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9585, Loss: 0.0099 Epoch 55 Batch 340/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9542, Loss: 0.0154 Epoch 55 Batch 341/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0215 Epoch 55 Batch 342/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9524, Loss: 0.0104 Epoch 55 Batch 343/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9567, Loss: 0.0203 Epoch 55 Batch 344/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9489, Loss: 0.0163 Epoch 55 Batch 345/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9489, Loss: 0.0114 Epoch 55 Batch 346/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0153 Epoch 55 Batch 347/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9581, Loss: 0.0114 Epoch 55 Batch 348/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9528, Loss: 0.0127 Epoch 55 Batch 349/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9478, Loss: 0.0137 Epoch 55 Batch 350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9474, Loss: 0.0130 Epoch 55 Batch 351/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9435, Loss: 0.0143 Epoch 55 Batch 352/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9418, Loss: 0.0104 Epoch 55 Batch 353/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9418, Loss: 0.0143 Epoch 55 Batch 354/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9453, Loss: 0.0151 Epoch 55 Batch 355/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9453, Loss: 0.0142 Epoch 55 Batch 356/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9457, Loss: 0.0127 Epoch 55 Batch 357/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9510, Loss: 0.0158 Epoch 55 Batch 358/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9510, Loss: 0.0134 Epoch 55 Batch 359/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9531, Loss: 0.0135 Epoch 55 Batch 360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9478, Loss: 0.0121 Epoch 55 Batch 361/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9524, Loss: 0.0106 Epoch 55 Batch 362/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9524, Loss: 0.0159 Epoch 55 Batch 363/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0155 Epoch 55 Batch 364/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0201 Epoch 55 Batch 365/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0104 Epoch 55 Batch 366/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0125 Epoch 55 Batch 367/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9524, Loss: 0.0113 Epoch 55 Batch 368/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9524, Loss: 0.0159 Epoch 55 Batch 369/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9560, Loss: 0.0140 Epoch 55 Batch 370/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9556, Loss: 0.0135 Epoch 55 Batch 371/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9457, Loss: 0.0098 Epoch 55 Batch 372/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9506, Loss: 0.0110 Epoch 55 Batch 373/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9506, Loss: 0.0116 Epoch 55 Batch 374/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9510, Loss: 0.0201 Epoch 55 Batch 375/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9467, Loss: 0.0125 Epoch 55 Batch 376/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9414, Loss: 0.0192 Epoch 55 Batch 377/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9467, Loss: 0.0158 Epoch 55 Batch 378/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9521, Loss: 0.0102 Epoch 55 Batch 379/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9521, Loss: 0.0179 Epoch 55 Batch 380/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9521, Loss: 0.0145 Epoch 55 Batch 381/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9521, Loss: 0.0150 Epoch 55 Batch 382/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9506, Loss: 0.0213 Epoch 55 Batch 383/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9453, Loss: 0.0175 Epoch 55 Batch 384/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9570, Loss: 0.0130 Epoch 55 Batch 385/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9524, Loss: 0.0117 Epoch 55 Batch 386/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9624, Loss: 0.0167 Epoch 55 Batch 387/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0144 Epoch 55 Batch 388/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9631, Loss: 0.0215 Epoch 55 Batch 389/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9727, Loss: 0.0170 Epoch 55 Batch 390/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9702, Loss: 0.0232 Epoch 55 Batch 391/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9602, Loss: 0.0148 Epoch 55 Batch 392/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9609, Loss: 0.0223 Epoch 55 Batch 393/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9609, Loss: 0.0131 Epoch 55 Batch 394/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0125 Epoch 55 Batch 395/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9588, Loss: 0.0138 Epoch 55 Batch 396/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0165 Epoch 55 Batch 397/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0173 Epoch 55 Batch 398/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9631, Loss: 0.0157 Epoch 55 Batch 399/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9656, Loss: 0.0176 Epoch 55 Batch 400/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9609, Loss: 0.0156 Epoch 55 Batch 401/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0118 Epoch 55 Batch 402/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0137 Epoch 55 Batch 403/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9567, Loss: 0.0251 Epoch 55 Batch 404/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9613, Loss: 0.0174 Epoch 55 Batch 405/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9616, Loss: 0.0175 Epoch 55 Batch 406/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9616, Loss: 0.0132 Epoch 55 Batch 407/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9616, Loss: 0.0177 Epoch 55 Batch 408/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0201 Epoch 55 Batch 409/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0184 Epoch 55 Batch 410/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9588, Loss: 0.0300 Epoch 55 Batch 411/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0165 Epoch 55 Batch 412/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0147 Epoch 55 Batch 413/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9560, Loss: 0.0123 Epoch 55 Batch 414/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0120 Epoch 55 Batch 415/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9563, Loss: 0.0181 Epoch 55 Batch 416/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9627, Loss: 0.0130 Epoch 55 Batch 417/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0251 Epoch 55 Batch 418/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9673, Loss: 0.0164 Epoch 55 Batch 419/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9556, Loss: 0.0145 Epoch 55 Batch 420/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9556, Loss: 0.0101 Epoch 55 Batch 421/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0197 Epoch 55 Batch 422/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9513, Loss: 0.0110 Epoch 55 Batch 423/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9513, Loss: 0.0182 Epoch 55 Batch 424/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9513, Loss: 0.0151 Epoch 55 Batch 425/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9450, Loss: 0.0092 Epoch 55 Batch 426/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9499, Loss: 0.0195 Epoch 55 Batch 427/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9535, Loss: 0.0148 Epoch 55 Batch 428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9535, Loss: 0.0168 Epoch 55 Batch 429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9535, Loss: 0.0102 Epoch 55 Batch 430/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9560, Loss: 0.0148 Epoch 55 Batch 431/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9613, Loss: 0.0125 Epoch 55 Batch 432/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0154 Epoch 55 Batch 433/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0160 Epoch 55 Batch 434/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0128 Epoch 55 Batch 435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9574, Loss: 0.0154 Epoch 55 Batch 436/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9574, Loss: 0.0133 Epoch 55 Batch 437/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9602, Loss: 0.0111 Epoch 55 Batch 438/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9553, Loss: 0.0140 Epoch 55 Batch 439/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9553, Loss: 0.0156 Epoch 55 Batch 440/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9553, Loss: 0.0178 Epoch 55 Batch 441/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9549, Loss: 0.0137 Epoch 55 Batch 442/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9545, Loss: 0.0176 Epoch 55 Batch 443/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9545, Loss: 0.0124 Epoch 55 Batch 444/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9545, Loss: 0.0189 Epoch 55 Batch 445/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9613, Loss: 0.0119 Epoch 55 Batch 446/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9613, Loss: 0.0114 Epoch 55 Batch 447/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0117 Epoch 55 Batch 448/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9613, Loss: 0.0175 Epoch 55 Batch 449/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9567, Loss: 0.0211 Epoch 55 Batch 450/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9521, Loss: 0.0181 Epoch 55 Batch 451/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9521, Loss: 0.0135 Epoch 55 Batch 452/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9521, Loss: 0.0136 Epoch 55 Batch 453/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9521, Loss: 0.0178 Epoch 55 Batch 454/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9521, Loss: 0.0274 Epoch 55 Batch 455/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9528, Loss: 0.0181 Epoch 55 Batch 456/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9528, Loss: 0.0196 Epoch 55 Batch 457/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9496, Loss: 0.0139 Epoch 55 Batch 458/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9496, Loss: 0.0173 Epoch 55 Batch 459/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9496, Loss: 0.0167 Epoch 55 Batch 460/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9538, Loss: 0.0168 Epoch 55 Batch 461/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9585, Loss: 0.0154 Epoch 55 Batch 462/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9627, Loss: 0.0143 Epoch 55 Batch 463/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9677, Loss: 0.0144 Epoch 55 Batch 464/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9677, Loss: 0.0114 Epoch 55 Batch 465/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9616, Loss: 0.0216 Epoch 55 Batch 466/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0124 Epoch 55 Batch 467/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9567, Loss: 0.0135 Epoch 55 Batch 468/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9588, Loss: 0.0154 Epoch 55 Batch 469/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9616, Loss: 0.0102 Epoch 55 Batch 470/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9609, Loss: 0.0171 Epoch 55 Batch 471/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0133 Epoch 55 Batch 472/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9585, Loss: 0.0143 Epoch 55 Batch 473/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9595, Loss: 0.0131 Epoch 55 Batch 474/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0140 Epoch 55 Batch 475/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9549, Loss: 0.0175 Epoch 55 Batch 476/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9553, Loss: 0.0130 Epoch 55 Batch 477/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0149 Epoch 55 Batch 478/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9595, Loss: 0.0174 Epoch 55 Batch 479/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9645, Loss: 0.0142 Epoch 55 Batch 480/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9616, Loss: 0.0127 Epoch 55 Batch 481/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9616, Loss: 0.0157 Epoch 55 Batch 482/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9616, Loss: 0.0183 Epoch 55 Batch 483/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9542, Loss: 0.0176 Epoch 55 Batch 484/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9524, Loss: 0.0189 Epoch 55 Batch 485/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9574, Loss: 0.0142 Epoch 55 Batch 486/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9524, Loss: 0.0124 Epoch 55 Batch 487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0162 Epoch 55 Batch 488/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9521, Loss: 0.0140 Epoch 55 Batch 489/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0154 Epoch 55 Batch 490/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9570, Loss: 0.0156 Epoch 55 Batch 491/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9585, Loss: 0.0215 Epoch 55 Batch 492/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9585, Loss: 0.0202 Epoch 55 Batch 493/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9538, Loss: 0.0113 Epoch 55 Batch 494/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0150 Epoch 55 Batch 495/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9492, Loss: 0.0139 Epoch 55 Batch 496/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9496, Loss: 0.0111 Epoch 55 Batch 497/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9506, Loss: 0.0143 Epoch 55 Batch 498/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9549, Loss: 0.0208 Epoch 55 Batch 499/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9549, Loss: 0.0169 Epoch 55 Batch 500/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9595, Loss: 0.0133 Epoch 55 Batch 501/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0114 Epoch 55 Batch 502/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9567, Loss: 0.0196 Epoch 55 Batch 503/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0146 Epoch 55 Batch 504/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9680, Loss: 0.0137 Epoch 55 Batch 505/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9680, Loss: 0.0097 Epoch 55 Batch 506/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9680, Loss: 0.0269 Epoch 55 Batch 507/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9659, Loss: 0.0180 Epoch 55 Batch 508/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9705, Loss: 0.0095 Epoch 55 Batch 509/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9663, Loss: 0.0181 Epoch 55 Batch 510/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9663, Loss: 0.0132 Epoch 55 Batch 511/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9659, Loss: 0.0170 Epoch 55 Batch 512/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0103 Epoch 55 Batch 513/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0185 Epoch 55 Batch 514/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9659, Loss: 0.0159 Epoch 55 Batch 515/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9656, Loss: 0.0126 Epoch 55 Batch 516/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9652, Loss: 0.0149 Epoch 55 Batch 517/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9677, Loss: 0.0181 Epoch 55 Batch 518/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0146 Epoch 55 Batch 519/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9560, Loss: 0.0194 Epoch 55 Batch 520/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9517, Loss: 0.0099 Epoch 55 Batch 521/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9567, Loss: 0.0182 Epoch 55 Batch 522/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9567, Loss: 0.0195 Epoch 55 Batch 523/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0180 Epoch 55 Batch 524/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0166 Epoch 55 Batch 525/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9634, Loss: 0.0159 Epoch 55 Batch 526/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9634, Loss: 0.0150 Epoch 55 Batch 527/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 55 Batch 528/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0168 Epoch 55 Batch 529/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9581, Loss: 0.0205 Epoch 55 Batch 530/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0150 Epoch 55 Batch 531/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9581, Loss: 0.0173 Epoch 55 Batch 532/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9631, Loss: 0.0244 Epoch 55 Batch 533/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9631, Loss: 0.0136 Epoch 55 Batch 534/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9677, Loss: 0.0201 Epoch 55 Batch 535/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9727, Loss: 0.0169 Epoch 55 Batch 536/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9730, Loss: 0.0177 Epoch 55 Batch 537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9680, Loss: 0.0148 Epoch 55 Batch 538/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0134 Epoch 55 Batch 539/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9730, Loss: 0.0220 Epoch 55 Batch 540/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9680, Loss: 0.0119 Epoch 55 Batch 541/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9680, Loss: 0.0141 Epoch 55 Batch 542/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9688, Loss: 0.0201 Epoch 55 Batch 543/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0143 Epoch 55 Batch 544/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9648, Loss: 0.0100 Epoch 55 Batch 545/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9645, Loss: 0.0123 Epoch 55 Batch 546/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0164 Epoch 55 Batch 547/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0123 Epoch 55 Batch 548/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9482, Loss: 0.0184 Epoch 55 Batch 549/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9577, Loss: 0.0181 Epoch 55 Batch 550/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9620, Loss: 0.0175 Epoch 55 Batch 551/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9595, Loss: 0.0209 Epoch 55 Batch 552/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0183 Epoch 55 Batch 553/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9496, Loss: 0.0197 Epoch 55 Batch 554/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0154 Epoch 55 Batch 555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9503, Loss: 0.0152 Epoch 55 Batch 556/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9599, Loss: 0.0106 Epoch 55 Batch 557/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9574, Loss: 0.0127 Epoch 55 Batch 558/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9567, Loss: 0.0130 Epoch 55 Batch 559/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0165 Epoch 55 Batch 560/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9613, Loss: 0.0140 Epoch 55 Batch 561/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9616, Loss: 0.0148 Epoch 55 Batch 562/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9666, Loss: 0.0119 Epoch 55 Batch 563/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9648, Loss: 0.0156 Epoch 55 Batch 564/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0233 Epoch 55 Batch 565/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9638, Loss: 0.0202 Epoch 55 Batch 566/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0134 Epoch 55 Batch 567/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0150 Epoch 55 Batch 568/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9567, Loss: 0.0148 Epoch 55 Batch 569/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9570, Loss: 0.0176 Epoch 55 Batch 570/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9560, Loss: 0.0186 Epoch 55 Batch 571/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9556, Loss: 0.0137 Epoch 55 Batch 572/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9556, Loss: 0.0162 Epoch 55 Batch 573/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9627, Loss: 0.0271 Epoch 55 Batch 574/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9553, Loss: 0.0201 Epoch 55 Batch 575/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9553, Loss: 0.0155 Epoch 55 Batch 576/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9602, Loss: 0.0124 Epoch 55 Batch 577/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9553, Loss: 0.0156 Epoch 55 Batch 578/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9553, Loss: 0.0128 Epoch 55 Batch 579/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9450, Loss: 0.0159 Epoch 55 Batch 580/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9450, Loss: 0.0110 Epoch 55 Batch 581/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9457, Loss: 0.0124 Epoch 55 Batch 582/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9457, Loss: 0.0139 Epoch 55 Batch 583/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9457, Loss: 0.0171 Epoch 55 Batch 584/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9574, Loss: 0.0159 Epoch 55 Batch 585/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9570, Loss: 0.0098 Epoch 55 Batch 586/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9549, Loss: 0.0140 Epoch 55 Batch 587/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9549, Loss: 0.0181 Epoch 55 Batch 588/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9602, Loss: 0.0155 Epoch 55 Batch 589/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9602, Loss: 0.0134 Epoch 55 Batch 590/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9648, Loss: 0.0155 Epoch 55 Batch 591/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9648, Loss: 0.0147 Epoch 55 Batch 592/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9648, Loss: 0.0177 Epoch 55 Batch 593/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9648, Loss: 0.0316 Epoch 55 Batch 594/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9627, Loss: 0.0179 Epoch 55 Batch 595/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9677, Loss: 0.0136 Epoch 55 Batch 596/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9709, Loss: 0.0135 Epoch 55 Batch 597/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9709, Loss: 0.0133 Epoch 55 Batch 598/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9709, Loss: 0.0154 Epoch 55 Batch 599/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9659, Loss: 0.0267 Epoch 55 Batch 600/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9659, Loss: 0.0164 Epoch 55 Batch 601/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9606, Loss: 0.0188 Epoch 55 Batch 602/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9602, Loss: 0.0185 Epoch 55 Batch 603/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0168 Epoch 55 Batch 604/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9656, Loss: 0.0221 Epoch 55 Batch 605/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9730, Loss: 0.0217 Epoch 55 Batch 606/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9734, Loss: 0.0138 Epoch 55 Batch 607/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9734, Loss: 0.0222 Epoch 55 Batch 608/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9709, Loss: 0.0228 Epoch 55 Batch 609/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9709, Loss: 0.0193 Epoch 55 Batch 610/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9751, Loss: 0.0195 Epoch 55 Batch 611/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9638, Loss: 0.0140 Epoch 55 Batch 612/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9638, Loss: 0.0134 Epoch 55 Batch 613/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9638, Loss: 0.0172 Epoch 55 Batch 614/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0155 Epoch 55 Batch 615/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0096 Epoch 55 Batch 616/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9592, Loss: 0.0150 Epoch 55 Batch 617/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9592, Loss: 0.0119 Epoch 55 Batch 618/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9592, Loss: 0.0180 Epoch 55 Batch 619/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9592, Loss: 0.0117 Epoch 55 Batch 620/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9592, Loss: 0.0114 Epoch 55 Batch 621/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9560, Loss: 0.0163 Epoch 55 Batch 622/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9577, Loss: 0.0208 Epoch 55 Batch 623/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9577, Loss: 0.0207 Epoch 55 Batch 624/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9499, Loss: 0.0200 Epoch 55 Batch 625/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9499, Loss: 0.0161 Epoch 55 Batch 626/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0145 Epoch 55 Batch 627/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9535, Loss: 0.0155 Epoch 55 Batch 628/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0178 Epoch 55 Batch 629/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9581, Loss: 0.0148 Epoch 55 Batch 630/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0131 Epoch 55 Batch 631/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9645, Loss: 0.0200 Epoch 55 Batch 632/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9645, Loss: 0.0132 Epoch 55 Batch 633/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9645, Loss: 0.0133 Epoch 55 Batch 634/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9695, Loss: 0.0135 Epoch 55 Batch 635/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9695, Loss: 0.0196 Epoch 55 Batch 636/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9695, Loss: 0.0147 Epoch 55 Batch 637/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9691, Loss: 0.0192 Epoch 55 Batch 638/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9691, Loss: 0.0140 Epoch 55 Batch 639/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9691, Loss: 0.0192 Epoch 55 Batch 640/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9691, Loss: 0.0131 Epoch 55 Batch 641/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9702, Loss: 0.0182 Epoch 55 Batch 642/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9702, Loss: 0.0172 Epoch 55 Batch 643/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9702, Loss: 0.0099 Epoch 55 Batch 644/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9751, Loss: 0.0109 Epoch 55 Batch 645/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9751, Loss: 0.0181 Epoch 55 Batch 646/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0138 Epoch 55 Batch 647/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9688, Loss: 0.0187 Epoch 55 Batch 648/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9712, Loss: 0.0124 Epoch 55 Batch 649/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9712, Loss: 0.0140 Epoch 55 Batch 650/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9663, Loss: 0.0137 Epoch 55 Batch 651/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9663, Loss: 0.0129 Epoch 55 Batch 652/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9648, Loss: 0.0154 Epoch 55 Batch 653/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9641, Loss: 0.0208 Epoch 55 Batch 654/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0146 Epoch 55 Batch 655/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9592, Loss: 0.0187 Epoch 55 Batch 656/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0181 Epoch 55 Batch 657/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9595, Loss: 0.0187 Epoch 55 Batch 658/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9549, Loss: 0.0097 Epoch 55 Batch 659/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9624, Loss: 0.0147 Epoch 55 Batch 660/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9574, Loss: 0.0138 Epoch 55 Batch 661/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9577, Loss: 0.0163 Epoch 55 Batch 662/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9577, Loss: 0.0118 Epoch 55 Batch 663/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0114 Epoch 55 Batch 664/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9627, Loss: 0.0125 Epoch 55 Batch 665/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9577, Loss: 0.0094 Epoch 55 Batch 666/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9577, Loss: 0.0173 Epoch 55 Batch 667/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9577, Loss: 0.0156 Epoch 55 Batch 668/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9620, Loss: 0.0115 Epoch 55 Batch 669/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9620, Loss: 0.0112 Epoch 55 Batch 670/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9556, Loss: 0.0129 Epoch 55 Batch 671/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9560, Loss: 0.0153 Epoch 55 Batch 672/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9560, Loss: 0.0131 Epoch 55 Batch 673/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9513, Loss: 0.0175 Epoch 55 Batch 674/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0172 Epoch 55 Batch 675/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9563, Loss: 0.0178 Epoch 55 Batch 676/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9613, Loss: 0.0136 Epoch 55 Batch 677/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9663, Loss: 0.0146 Epoch 55 Batch 678/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9663, Loss: 0.0116 Epoch 55 Batch 679/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9616, Loss: 0.0104 Epoch 55 Batch 680/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0187 Epoch 55 Batch 681/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9616, Loss: 0.0158 Epoch 55 Batch 682/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9616, Loss: 0.0136 Epoch 55 Batch 683/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9627, Loss: 0.0138 Epoch 55 Batch 684/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9627, Loss: 0.0158 Epoch 55 Batch 685/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0226 Epoch 55 Batch 686/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9634, Loss: 0.0135 Epoch 55 Batch 687/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9680, Loss: 0.0145 Epoch 55 Batch 688/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0100 Epoch 55 Batch 689/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9648, Loss: 0.0088 Epoch 55 Batch 690/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9595, Loss: 0.0156 Epoch 55 Batch 691/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9602, Loss: 0.0142 Epoch 55 Batch 692/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9609, Loss: 0.0158 Epoch 55 Batch 693/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9606, Loss: 0.0206 Epoch 55 Batch 694/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9606, Loss: 0.0113 Epoch 55 Batch 695/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0165 Epoch 55 Batch 696/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9613, Loss: 0.0116 Epoch 55 Batch 697/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9631, Loss: 0.0144 Epoch 55 Batch 698/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0118 Epoch 55 Batch 699/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9574, Loss: 0.0097 Epoch 55 Batch 700/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0124 Epoch 55 Batch 701/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9517, Loss: 0.0143 Epoch 55 Batch 702/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9563, Loss: 0.0229 Epoch 55 Batch 703/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0140 Epoch 55 Batch 704/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9677, Loss: 0.0237 Epoch 55 Batch 705/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9684, Loss: 0.0163 Epoch 55 Batch 706/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9730, Loss: 0.0344 Epoch 55 Batch 707/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9730, Loss: 0.0239 Epoch 55 Batch 708/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9730, Loss: 0.0119 Epoch 55 Batch 709/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9684, Loss: 0.0181 Epoch 55 Batch 710/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9680, Loss: 0.0153 Epoch 55 Batch 711/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0169 Epoch 55 Batch 712/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0120 Epoch 55 Batch 713/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0133 Epoch 55 Batch 714/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0162 Epoch 55 Batch 715/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0144 Epoch 55 Batch 716/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0144 Epoch 55 Batch 717/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9567, Loss: 0.0090 Epoch 55 Batch 718/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9567, Loss: 0.0198 Epoch 55 Batch 719/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9567, Loss: 0.0156 Epoch 55 Batch 720/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9567, Loss: 0.0158 Epoch 55 Batch 721/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9567, Loss: 0.0145 Epoch 55 Batch 722/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0129 Epoch 55 Batch 723/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9567, Loss: 0.0131 Epoch 55 Batch 724/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9563, Loss: 0.0159 Epoch 55 Batch 725/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9563, Loss: 0.0175 Epoch 55 Batch 726/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9627, Loss: 0.0124 Epoch 55 Batch 727/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0136 Epoch 55 Batch 728/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0158 Epoch 55 Batch 729/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9616, Loss: 0.0195 Epoch 55 Batch 730/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9616, Loss: 0.0217 Epoch 55 Batch 731/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9613, Loss: 0.0138 Epoch 55 Batch 732/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9588, Loss: 0.0184 Epoch 55 Batch 733/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0172 Epoch 55 Batch 734/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0147 Epoch 55 Batch 735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0112 Epoch 55 Batch 736/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9631, Loss: 0.0144 Epoch 55 Batch 737/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9631, Loss: 0.0169 Epoch 55 Batch 738/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9581, Loss: 0.0097 Epoch 55 Batch 739/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0141 Epoch 55 Batch 740/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9489, Loss: 0.0133 Epoch 55 Batch 741/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9531, Loss: 0.0198 Epoch 55 Batch 742/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9581, Loss: 0.0142 Epoch 55 Batch 743/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9592, Loss: 0.0131 Epoch 55 Batch 744/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9595, Loss: 0.0177 Epoch 55 Batch 745/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0196 Epoch 55 Batch 746/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9645, Loss: 0.0133 Epoch 55 Batch 747/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9641, Loss: 0.0134 Epoch 55 Batch 748/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9688, Loss: 0.0133 Epoch 55 Batch 749/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9712, Loss: 0.0107 Epoch 55 Batch 750/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9712, Loss: 0.0134 Epoch 55 Batch 751/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9709, Loss: 0.0128 Epoch 55 Batch 752/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9709, Loss: 0.0151 Epoch 55 Batch 753/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9709, Loss: 0.0142 Epoch 55 Batch 754/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9656, Loss: 0.0179 Epoch 55 Batch 755/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9656, Loss: 0.0175 Epoch 55 Batch 756/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9652, Loss: 0.0123 Epoch 55 Batch 757/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0153 Epoch 55 Batch 758/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9670, Loss: 0.0123 Epoch 55 Batch 759/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9670, Loss: 0.0181 Epoch 55 Batch 760/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0186 Epoch 55 Batch 761/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9684, Loss: 0.0123 Epoch 55 Batch 762/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9641, Loss: 0.0149 Epoch 55 Batch 763/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9592, Loss: 0.0165 Epoch 55 Batch 764/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9588, Loss: 0.0149 Epoch 55 Batch 765/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9634, Loss: 0.0178 Epoch 55 Batch 766/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9680, Loss: 0.0171 Epoch 55 Batch 767/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9727, Loss: 0.0198 Epoch 55 Batch 768/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9709, Loss: 0.0135 Epoch 55 Batch 769/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9705, Loss: 0.0152 Epoch 55 Batch 770/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9748, Loss: 0.0157 Epoch 55 Batch 771/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9602, Loss: 0.0145 Epoch 55 Batch 772/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9602, Loss: 0.0142 Epoch 55 Batch 773/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9553, Loss: 0.0116 Epoch 55 Batch 774/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9606, Loss: 0.0115 Epoch 55 Batch 775/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9588, Loss: 0.0138 Epoch 55 Batch 776/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0183 Epoch 55 Batch 777/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9631, Loss: 0.0106 Epoch 55 Batch 778/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9656, Loss: 0.0179 Epoch 55 Batch 779/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9656, Loss: 0.0140 Epoch 55 Batch 780/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9648, Loss: 0.0235 Epoch 55 Batch 781/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9648, Loss: 0.0122 Epoch 55 Batch 782/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9606, Loss: 0.0154 Epoch 55 Batch 783/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9553, Loss: 0.0179 Epoch 55 Batch 784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9570, Loss: 0.0131 Epoch 55 Batch 785/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9556, Loss: 0.0109 Epoch 55 Batch 786/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9556, Loss: 0.0129 Epoch 55 Batch 787/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9556, Loss: 0.0125 Epoch 55 Batch 788/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9556, Loss: 0.0183 Epoch 55 Batch 789/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0227 Epoch 55 Batch 790/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9663, Loss: 0.0232 Epoch 55 Batch 791/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0148 Epoch 55 Batch 792/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0174 Epoch 55 Batch 793/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0181 Epoch 55 Batch 794/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0113 Epoch 55 Batch 795/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0163 Epoch 55 Batch 796/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9563, Loss: 0.0160 Epoch 55 Batch 797/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9563, Loss: 0.0168 Epoch 55 Batch 798/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9563, Loss: 0.0128 Epoch 55 Batch 799/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9563, Loss: 0.0297 Epoch 55 Batch 800/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9563, Loss: 0.0126 Epoch 55 Batch 801/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9609, Loss: 0.0163 Epoch 55 Batch 802/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9666, Loss: 0.0220 Epoch 55 Batch 803/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9641, Loss: 0.0155 Epoch 55 Batch 804/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9599, Loss: 0.0111 Epoch 55 Batch 805/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0169 Epoch 55 Batch 806/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0105 Epoch 55 Batch 807/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9531, Loss: 0.0126 Epoch 55 Batch 808/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9531, Loss: 0.0250 Epoch 55 Batch 809/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9531, Loss: 0.0292 Epoch 55 Batch 810/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9577, Loss: 0.0139 Epoch 55 Batch 811/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9574, Loss: 0.0156 Epoch 55 Batch 812/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0131 Epoch 55 Batch 813/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0127 Epoch 55 Batch 814/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0131 Epoch 55 Batch 815/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9588, Loss: 0.0165 Epoch 55 Batch 816/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9620, Loss: 0.0136 Epoch 55 Batch 817/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9620, Loss: 0.0115 Epoch 55 Batch 818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9620, Loss: 0.0190 Epoch 55 Batch 819/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9705, Loss: 0.0143 Epoch 55 Batch 820/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9652, Loss: 0.0131 Epoch 55 Batch 821/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0162 Epoch 55 Batch 822/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9652, Loss: 0.0124 Epoch 55 Batch 823/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9553, Loss: 0.0163 Epoch 55 Batch 824/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9602, Loss: 0.0157 Epoch 55 Batch 825/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9634, Loss: 0.0096 Epoch 55 Batch 826/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0112 Epoch 55 Batch 827/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9609, Loss: 0.0149 Epoch 55 Batch 828/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0130 Epoch 55 Batch 829/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9567, Loss: 0.0230 Epoch 55 Batch 830/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9524, Loss: 0.0202 Epoch 55 Batch 831/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0149 Epoch 55 Batch 832/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9567, Loss: 0.0128 Epoch 55 Batch 833/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9616, Loss: 0.0181 Epoch 55 Batch 834/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 55 Batch 835/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9510, Loss: 0.0136 Epoch 55 Batch 836/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9570, Loss: 0.0123 Epoch 55 Batch 837/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9570, Loss: 0.0240 Epoch 55 Batch 838/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9574, Loss: 0.0172 Epoch 55 Batch 839/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0118 Epoch 55 Batch 840/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9574, Loss: 0.0164 Epoch 55 Batch 841/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9574, Loss: 0.0273 Epoch 55 Batch 842/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9634, Loss: 0.0128 Epoch 55 Batch 843/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9634, Loss: 0.0120 Epoch 55 Batch 844/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9684, Loss: 0.0142 Epoch 55 Batch 845/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9684, Loss: 0.0114 Epoch 55 Batch 846/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9695, Loss: 0.0189 Epoch 55 Batch 847/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9666, Loss: 0.0157 Epoch 55 Batch 848/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9666, Loss: 0.0168 Epoch 55 Batch 849/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9698, Loss: 0.0100 Epoch 55 Batch 850/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9695, Loss: 0.0226 Epoch 55 Batch 851/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9744, Loss: 0.0244 Epoch 55 Batch 852/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9741, Loss: 0.0198 Epoch 55 Batch 853/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9719, Loss: 0.0131 Epoch 55 Batch 854/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9744, Loss: 0.0153 Epoch 55 Batch 855/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9741, Loss: 0.0157 Epoch 55 Batch 856/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9741, Loss: 0.0134 Epoch 55 Batch 857/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9695, Loss: 0.0125 Epoch 55 Batch 858/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9716, Loss: 0.0081 Epoch 55 Batch 859/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9762, Loss: 0.0154 Epoch 55 Batch 860/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9755, Loss: 0.0160 Epoch 55 Batch 861/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9730, Loss: 0.0121 Epoch 55 Batch 862/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0165 Epoch 55 Batch 863/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9588, Loss: 0.0141 Epoch 55 Batch 864/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9588, Loss: 0.0176 Epoch 55 Batch 865/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9588, Loss: 0.0184 Epoch 55 Batch 866/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9588, Loss: 0.0176 Epoch 55 Batch 867/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9638, Loss: 0.0469 Epoch 55 Batch 868/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9691, Loss: 0.0191 Epoch 55 Batch 869/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9751, Loss: 0.0124 Epoch 55 Batch 870/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9776, Loss: 0.0149 Epoch 55 Batch 871/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9727, Loss: 0.0147 Epoch 55 Batch 872/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9677, Loss: 0.0157 Epoch 55 Batch 873/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9673, Loss: 0.0161 Epoch 55 Batch 874/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9673, Loss: 0.0192 Epoch 55 Batch 875/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9670, Loss: 0.0133 Epoch 55 Batch 876/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9670, Loss: 0.0114 Epoch 55 Batch 877/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9670, Loss: 0.0130 Epoch 55 Batch 878/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9648, Loss: 0.0101 Epoch 55 Batch 879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9648, Loss: 0.0099 Epoch 55 Batch 880/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9698, Loss: 0.0150 Epoch 55 Batch 881/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0156 Epoch 55 Batch 882/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0134 Epoch 55 Batch 883/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9588, Loss: 0.0212 Epoch 55 Batch 884/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9641, Loss: 0.0179 Epoch 55 Batch 885/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9641, Loss: 0.0084 Epoch 55 Batch 886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9641, Loss: 0.0170 Epoch 55 Batch 887/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9691, Loss: 0.0200 Epoch 55 Batch 888/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9641, Loss: 0.0191 Epoch 55 Batch 889/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0181 Epoch 55 Batch 890/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9563, Loss: 0.0174 Epoch 55 Batch 891/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0131 Epoch 55 Batch 892/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0162 Epoch 55 Batch 893/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9535, Loss: 0.0136 Epoch 55 Batch 894/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9485, Loss: 0.0144 Epoch 55 Batch 895/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9414, Loss: 0.0164 Epoch 55 Batch 896/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9464, Loss: 0.0162 Epoch 55 Batch 897/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9464, Loss: 0.0129 Epoch 55 Batch 898/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0183 Epoch 55 Batch 899/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0198 Epoch 55 Batch 900/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9595, Loss: 0.0188 Epoch 55 Batch 901/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9638, Loss: 0.0289 Epoch 55 Batch 902/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9670, Loss: 0.0210 Epoch 55 Batch 903/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9719, Loss: 0.0166 Epoch 55 Batch 904/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9719, Loss: 0.0157 Epoch 55 Batch 905/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9769, Loss: 0.0138 Epoch 55 Batch 906/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9769, Loss: 0.0125 Epoch 55 Batch 907/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9766, Loss: 0.0145 Epoch 55 Batch 908/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9766, Loss: 0.0172 Epoch 55 Batch 909/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9787, Loss: 0.0155 Epoch 55 Batch 910/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9691, Loss: 0.0190 Epoch 55 Batch 911/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9695, Loss: 0.0208 Epoch 55 Batch 912/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0148 Epoch 55 Batch 913/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9648, Loss: 0.0180 Epoch 55 Batch 914/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9648, Loss: 0.0451 Epoch 55 Batch 915/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9673, Loss: 0.0122 Epoch 55 Batch 916/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9670, Loss: 0.0134 Epoch 55 Batch 917/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9670, Loss: 0.0172 Epoch 55 Batch 918/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9670, Loss: 0.0117 Epoch 55 Batch 919/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9670, Loss: 0.0130 Epoch 55 Batch 920/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9645, Loss: 0.0103 Epoch 55 Batch 921/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9645, Loss: 0.0171 Epoch 55 Batch 922/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0152 Epoch 55 Batch 923/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9545, Loss: 0.0088 Epoch 55 Batch 924/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9595, Loss: 0.0216 Epoch 55 Batch 925/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9616, Loss: 0.0113 Epoch 55 Batch 926/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9616, Loss: 0.0167 Epoch 55 Batch 927/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9521, Loss: 0.0207 Epoch 55 Batch 928/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9563, Loss: 0.0141 Epoch 55 Batch 929/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0146 Epoch 55 Batch 930/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9549, Loss: 0.0132 Epoch 55 Batch 931/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9545, Loss: 0.0125 Epoch 55 Batch 932/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9595, Loss: 0.0129 Epoch 55 Batch 933/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9595, Loss: 0.0154 Epoch 55 Batch 934/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9602, Loss: 0.0108 Epoch 55 Batch 935/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9602, Loss: 0.0110 Epoch 55 Batch 936/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9606, Loss: 0.0177 Epoch 55 Batch 937/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9656, Loss: 0.0218 Epoch 55 Batch 938/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0184 Epoch 55 Batch 939/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0228 Epoch 55 Batch 940/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0120 Epoch 55 Batch 941/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9545, Loss: 0.0123 Epoch 55 Batch 942/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9577, Loss: 0.0196 Epoch 55 Batch 943/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9627, Loss: 0.0112 Epoch 55 Batch 944/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9627, Loss: 0.0138 Epoch 55 Batch 945/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9688, Loss: 0.0110 Epoch 55 Batch 946/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9688, Loss: 0.0105 Epoch 55 Batch 947/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9641, Loss: 0.0184 Epoch 55 Batch 948/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9641, Loss: 0.0137 Epoch 55 Batch 949/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9641, Loss: 0.0130 Epoch 55 Batch 950/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9577, Loss: 0.0129 Epoch 55 Batch 951/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9592, Loss: 0.0166 Epoch 55 Batch 952/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9588, Loss: 0.0090 Epoch 55 Batch 953/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9613, Loss: 0.0110 Epoch 55 Batch 954/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9613, Loss: 0.0185 Epoch 55 Batch 955/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9613, Loss: 0.0167 Epoch 55 Batch 956/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0179 Epoch 55 Batch 957/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9592, Loss: 0.0113 Epoch 55 Batch 958/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9592, Loss: 0.0145 Epoch 55 Batch 959/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9592, Loss: 0.0182 Epoch 55 Batch 960/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9542, Loss: 0.0168 Epoch 55 Batch 961/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9585, Loss: 0.0117 Epoch 55 Batch 962/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9631, Loss: 0.0194 Epoch 55 Batch 963/1077 - Train Accuracy: 0.9835, Validation Accuracy: 0.9631, Loss: 0.0197 Epoch 55 Batch 964/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9677, Loss: 0.0150 Epoch 55 Batch 965/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9673, Loss: 0.0291 Epoch 55 Batch 966/1077 - Train Accuracy: 0.9834, Validation Accuracy: 0.9677, Loss: 0.0154 Epoch 55 Batch 967/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9727, Loss: 0.0191 Epoch 55 Batch 968/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9727, Loss: 0.0188 Epoch 55 Batch 969/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9727, Loss: 0.0203 Epoch 55 Batch 970/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9727, Loss: 0.0139 Epoch 55 Batch 971/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9727, Loss: 0.0238 Epoch 55 Batch 972/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9680, Loss: 0.0183 Epoch 55 Batch 973/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9680, Loss: 0.0111 Epoch 55 Batch 974/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9659, Loss: 0.0120 Epoch 55 Batch 975/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0160 Epoch 55 Batch 976/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0134 Epoch 55 Batch 977/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0120 Epoch 55 Batch 978/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9542, Loss: 0.0202 Epoch 55 Batch 979/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9585, Loss: 0.0161 Epoch 55 Batch 980/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9588, Loss: 0.0148 Epoch 55 Batch 981/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0205 Epoch 55 Batch 982/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9556, Loss: 0.0126 Epoch 55 Batch 983/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9553, Loss: 0.0144 Epoch 55 Batch 984/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9645, Loss: 0.0196 Epoch 55 Batch 985/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9648, Loss: 0.0134 Epoch 55 Batch 986/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9602, Loss: 0.0162 Epoch 55 Batch 987/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9602, Loss: 0.0126 Epoch 55 Batch 988/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9581, Loss: 0.0171 Epoch 55 Batch 989/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9581, Loss: 0.0200 Epoch 55 Batch 990/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9588, Loss: 0.0157 Epoch 55 Batch 991/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9542, Loss: 0.0119 Epoch 55 Batch 992/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9542, Loss: 0.0181 Epoch 55 Batch 993/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9496, Loss: 0.0137 Epoch 55 Batch 994/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9563, Loss: 0.0105 Epoch 55 Batch 995/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9563, Loss: 0.0127 Epoch 55 Batch 996/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9513, Loss: 0.0168 Epoch 55 Batch 997/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9510, Loss: 0.0145 Epoch 55 Batch 998/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0170 Epoch 55 Batch 999/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9510, Loss: 0.0185 Epoch 55 Batch 1000/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9531, Loss: 0.0155 Epoch 55 Batch 1001/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9531, Loss: 0.0100 Epoch 55 Batch 1002/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0123 Epoch 55 Batch 1003/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0157 Epoch 55 Batch 1004/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9535, Loss: 0.0129 Epoch 55 Batch 1005/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0149 Epoch 55 Batch 1006/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9535, Loss: 0.0121 Epoch 55 Batch 1007/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9538, Loss: 0.0096 Epoch 55 Batch 1008/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9517, Loss: 0.0168 Epoch 55 Batch 1009/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9521, Loss: 0.0103 Epoch 55 Batch 1010/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9467, Loss: 0.0115 Epoch 55 Batch 1011/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0154 Epoch 55 Batch 1012/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9567, Loss: 0.0123 Epoch 55 Batch 1013/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9567, Loss: 0.0109 Epoch 55 Batch 1014/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9542, Loss: 0.0126 Epoch 55 Batch 1015/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0171 Epoch 55 Batch 1016/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9535, Loss: 0.0132 Epoch 55 Batch 1017/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9535, Loss: 0.0124 Epoch 55 Batch 1018/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9556, Loss: 0.0200 Epoch 55 Batch 1019/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9556, Loss: 0.0210 Epoch 55 Batch 1020/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9556, Loss: 0.0110 Epoch 55 Batch 1021/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9588, Loss: 0.0149 Epoch 55 Batch 1022/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9538, Loss: 0.0123 Epoch 55 Batch 1023/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9588, Loss: 0.0188 Epoch 55 Batch 1024/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0186 Epoch 55 Batch 1025/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9652, Loss: 0.0181 Epoch 55 Batch 1026/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9698, Loss: 0.0156 Epoch 55 Batch 1027/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9751, Loss: 0.0128 Epoch 55 Batch 1028/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9751, Loss: 0.0135 Epoch 55 Batch 1029/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9755, Loss: 0.0138 Epoch 55 Batch 1030/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9712, Loss: 0.0141 Epoch 55 Batch 1031/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9712, Loss: 0.0183 Epoch 55 Batch 1032/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9712, Loss: 0.0159 Epoch 55 Batch 1033/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9712, Loss: 0.0160 Epoch 55 Batch 1034/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9716, Loss: 0.0127 Epoch 55 Batch 1035/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9734, Loss: 0.0105 Epoch 55 Batch 1036/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9663, Loss: 0.0188 Epoch 55 Batch 1037/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9659, Loss: 0.0142 Epoch 55 Batch 1038/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0181 Epoch 55 Batch 1039/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9588, Loss: 0.0149 Epoch 55 Batch 1040/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9638, Loss: 0.0153 Epoch 55 Batch 1041/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0256 Epoch 55 Batch 1042/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0089 Epoch 55 Batch 1043/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9616, Loss: 0.0196 Epoch 55 Batch 1044/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9616, Loss: 0.0145 Epoch 55 Batch 1045/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0158 Epoch 55 Batch 1046/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9663, Loss: 0.0095 Epoch 55 Batch 1047/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9663, Loss: 0.0108 Epoch 55 Batch 1048/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0166 Epoch 55 Batch 1049/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9659, Loss: 0.0145 Epoch 55 Batch 1050/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9659, Loss: 0.0101 Epoch 55 Batch 1051/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9727, Loss: 0.0213 Epoch 55 Batch 1052/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9702, Loss: 0.0113 Epoch 55 Batch 1053/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9702, Loss: 0.0178 Epoch 55 Batch 1054/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9702, Loss: 0.0179 Epoch 55 Batch 1055/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9652, Loss: 0.0167 Epoch 55 Batch 1056/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9652, Loss: 0.0110 Epoch 55 Batch 1057/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9652, Loss: 0.0141 Epoch 55 Batch 1058/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0144 Epoch 55 Batch 1059/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9677, Loss: 0.0224 Epoch 55 Batch 1060/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9627, Loss: 0.0110 Epoch 55 Batch 1061/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0194 Epoch 55 Batch 1062/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0175 Epoch 55 Batch 1063/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9648, Loss: 0.0231 Epoch 55 Batch 1064/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9705, Loss: 0.0190 Epoch 55 Batch 1065/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9751, Loss: 0.0165 Epoch 55 Batch 1066/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0140 Epoch 55 Batch 1067/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9656, Loss: 0.0128 Epoch 55 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9648, Loss: 0.0108 Epoch 55 Batch 1069/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9613, Loss: 0.0114 Epoch 55 Batch 1070/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0161 Epoch 55 Batch 1071/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9688, Loss: 0.0164 Epoch 55 Batch 1072/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9691, Loss: 0.0144 Epoch 55 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9641, Loss: 0.0227 Epoch 55 Batch 1074/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9599, Loss: 0.0148 Epoch 55 Batch 1075/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9599, Loss: 0.0174 Epoch 56 Batch 1/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9663, Loss: 0.0134 Epoch 56 Batch 2/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9659, Loss: 0.0161 Epoch 56 Batch 3/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9659, Loss: 0.0203 Epoch 56 Batch 4/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9659, Loss: 0.0138 Epoch 56 Batch 5/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0216 Epoch 56 Batch 6/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9659, Loss: 0.0113 Epoch 56 Batch 7/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9659, Loss: 0.0125 Epoch 56 Batch 8/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9659, Loss: 0.0154 Epoch 56 Batch 9/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0151 Epoch 56 Batch 10/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0149 Epoch 56 Batch 11/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0209 Epoch 56 Batch 12/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9656, Loss: 0.0116 Epoch 56 Batch 13/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0230 Epoch 56 Batch 14/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9688, Loss: 0.0127 Epoch 56 Batch 15/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9709, Loss: 0.0131 Epoch 56 Batch 16/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9709, Loss: 0.0165 Epoch 56 Batch 17/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9684, Loss: 0.0129 Epoch 56 Batch 18/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9684, Loss: 0.0102 Epoch 56 Batch 19/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9680, Loss: 0.0145 Epoch 56 Batch 20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9702, Loss: 0.0099 Epoch 56 Batch 21/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9709, Loss: 0.0156 Epoch 56 Batch 22/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9730, Loss: 0.0132 Epoch 56 Batch 23/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9730, Loss: 0.0133 Epoch 56 Batch 24/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9730, Loss: 0.0207 Epoch 56 Batch 25/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9734, Loss: 0.0087 Epoch 56 Batch 26/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9737, Loss: 0.0213 Epoch 56 Batch 27/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9712, Loss: 0.0099 Epoch 56 Batch 28/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9712, Loss: 0.0157 Epoch 56 Batch 29/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9663, Loss: 0.0162 Epoch 56 Batch 30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9688, Loss: 0.0120 Epoch 56 Batch 31/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9688, Loss: 0.0179 Epoch 56 Batch 32/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9659, Loss: 0.0140 Epoch 56 Batch 33/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9705, Loss: 0.0100 Epoch 56 Batch 34/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9648, Loss: 0.0205 Epoch 56 Batch 35/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9645, Loss: 0.0185 Epoch 56 Batch 36/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9645, Loss: 0.0125 Epoch 56 Batch 37/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9666, Loss: 0.0161 Epoch 56 Batch 38/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9666, Loss: 0.0281 Epoch 56 Batch 39/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0161 Epoch 56 Batch 40/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9645, Loss: 0.0121 Epoch 56 Batch 41/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9748, Loss: 0.0127 Epoch 56 Batch 42/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9751, Loss: 0.0215 Epoch 56 Batch 43/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9634, Loss: 0.0076 Epoch 56 Batch 44/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9631, Loss: 0.0103 Epoch 56 Batch 45/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9599, Loss: 0.0155 Epoch 56 Batch 46/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9602, Loss: 0.0217 Epoch 56 Batch 47/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9599, Loss: 0.0139 Epoch 56 Batch 48/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9656, Loss: 0.0182 Epoch 56 Batch 49/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0226 Epoch 56 Batch 50/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9638, Loss: 0.0152 Epoch 56 Batch 51/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9634, Loss: 0.0130 Epoch 56 Batch 52/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9631, Loss: 0.0175 Epoch 56 Batch 53/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9609, Loss: 0.0152 Epoch 56 Batch 54/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0320 Epoch 56 Batch 55/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9616, Loss: 0.0125 Epoch 56 Batch 56/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0096 Epoch 56 Batch 57/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9616, Loss: 0.0165 Epoch 56 Batch 58/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9616, Loss: 0.0153 Epoch 56 Batch 59/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9663, Loss: 0.0204 Epoch 56 Batch 60/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9663, Loss: 0.0103 Epoch 56 Batch 61/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9616, Loss: 0.0132 Epoch 56 Batch 62/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9627, Loss: 0.0202 Epoch 56 Batch 63/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9602, Loss: 0.0127 Epoch 56 Batch 64/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9624, Loss: 0.0125 Epoch 56 Batch 65/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9627, Loss: 0.0142 Epoch 56 Batch 66/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9688, Loss: 0.0096 Epoch 56 Batch 67/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9599, Loss: 0.0142 Epoch 56 Batch 68/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0204 Epoch 56 Batch 69/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9599, Loss: 0.0229 Epoch 56 Batch 70/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9602, Loss: 0.0200 Epoch 56 Batch 71/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9691, Loss: 0.0100 Epoch 56 Batch 72/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9691, Loss: 0.0188 Epoch 56 Batch 73/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9716, Loss: 0.0117 Epoch 56 Batch 74/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0152 Epoch 56 Batch 75/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9606, Loss: 0.0239 Epoch 56 Batch 76/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9563, Loss: 0.0125 Epoch 56 Batch 77/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0144 Epoch 56 Batch 78/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0204 Epoch 56 Batch 79/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9531, Loss: 0.0123 Epoch 56 Batch 80/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0173 Epoch 56 Batch 81/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9585, Loss: 0.0123 Epoch 56 Batch 82/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0108 Epoch 56 Batch 83/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9677, Loss: 0.0115 Epoch 56 Batch 84/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9673, Loss: 0.0145 Epoch 56 Batch 85/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0099 Epoch 56 Batch 86/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0155 Epoch 56 Batch 87/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9581, Loss: 0.0199 Epoch 56 Batch 88/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9581, Loss: 0.0163 Epoch 56 Batch 89/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0157 Epoch 56 Batch 90/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9563, Loss: 0.0104 Epoch 56 Batch 91/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0131 Epoch 56 Batch 92/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9624, Loss: 0.0135 Epoch 56 Batch 93/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9624, Loss: 0.0130 Epoch 56 Batch 94/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9624, Loss: 0.0134 Epoch 56 Batch 95/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9627, Loss: 0.0156 Epoch 56 Batch 96/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0161 Epoch 56 Batch 97/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0178 Epoch 56 Batch 98/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0202 Epoch 56 Batch 99/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9652, Loss: 0.0115 Epoch 56 Batch 100/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9645, Loss: 0.0161 Epoch 56 Batch 101/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9645, Loss: 0.0144 Epoch 56 Batch 102/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9624, Loss: 0.0109 Epoch 56 Batch 103/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0189 Epoch 56 Batch 104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9624, Loss: 0.0182 Epoch 56 Batch 105/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9688, Loss: 0.0126 Epoch 56 Batch 106/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9688, Loss: 0.0183 Epoch 56 Batch 107/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9691, Loss: 0.0179 Epoch 56 Batch 108/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0245 Epoch 56 Batch 109/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9691, Loss: 0.0117 Epoch 56 Batch 110/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0100 Epoch 56 Batch 111/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0141 Epoch 56 Batch 112/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9592, Loss: 0.0116 Epoch 56 Batch 113/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9592, Loss: 0.0226 Epoch 56 Batch 114/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0135 Epoch 56 Batch 115/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0148 Epoch 56 Batch 116/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9638, Loss: 0.0222 Epoch 56 Batch 117/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0118 Epoch 56 Batch 118/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0110 Epoch 56 Batch 119/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9585, Loss: 0.0118 Epoch 56 Batch 120/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0163 Epoch 56 Batch 121/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9684, Loss: 0.0215 Epoch 56 Batch 122/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0150 Epoch 56 Batch 123/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9734, Loss: 0.0124 Epoch 56 Batch 124/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9634, Loss: 0.0207 Epoch 56 Batch 125/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9634, Loss: 0.0215 Epoch 56 Batch 126/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9634, Loss: 0.0150 Epoch 56 Batch 127/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9634, Loss: 0.0149 Epoch 56 Batch 128/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9634, Loss: 0.0145 Epoch 56 Batch 129/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9688, Loss: 0.0171 Epoch 56 Batch 130/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9680, Loss: 0.0118 Epoch 56 Batch 131/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9631, Loss: 0.0118 Epoch 56 Batch 132/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0136 Epoch 56 Batch 133/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9531, Loss: 0.0111 Epoch 56 Batch 134/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9531, Loss: 0.0122 Epoch 56 Batch 135/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9510, Loss: 0.0157 Epoch 56 Batch 136/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9485, Loss: 0.0111 Epoch 56 Batch 137/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9535, Loss: 0.0219 Epoch 56 Batch 138/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9542, Loss: 0.0157 Epoch 56 Batch 139/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0147 Epoch 56 Batch 140/1077 - Train Accuracy: 0.9959, Validation Accuracy: 0.9684, Loss: 0.0147 Epoch 56 Batch 141/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9634, Loss: 0.0145 Epoch 56 Batch 142/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9634, Loss: 0.0137 Epoch 56 Batch 143/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9698, Loss: 0.0119 Epoch 56 Batch 144/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9698, Loss: 0.0207 Epoch 56 Batch 145/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9648, Loss: 0.0129 Epoch 56 Batch 146/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9673, Loss: 0.0534 Epoch 56 Batch 147/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0129 Epoch 56 Batch 148/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9670, Loss: 0.0169 Epoch 56 Batch 149/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9698, Loss: 0.0092 Epoch 56 Batch 150/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9698, Loss: 0.0145 Epoch 56 Batch 151/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0117 Epoch 56 Batch 152/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0165 Epoch 56 Batch 153/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0242 Epoch 56 Batch 154/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9609, Loss: 0.0127 Epoch 56 Batch 155/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0131 Epoch 56 Batch 156/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0123 Epoch 56 Batch 157/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0105 Epoch 56 Batch 158/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9545, Loss: 0.0151 Epoch 56 Batch 159/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9545, Loss: 0.0172 Epoch 56 Batch 160/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9545, Loss: 0.0123 Epoch 56 Batch 161/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9545, Loss: 0.0105 Epoch 56 Batch 162/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0121 Epoch 56 Batch 163/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9492, Loss: 0.0212 Epoch 56 Batch 164/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0159 Epoch 56 Batch 165/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0180 Epoch 56 Batch 166/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9535, Loss: 0.0139 Epoch 56 Batch 167/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0138 Epoch 56 Batch 168/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9599, Loss: 0.0233 Epoch 56 Batch 169/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9656, Loss: 0.0139 Epoch 56 Batch 170/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0175 Epoch 56 Batch 171/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9677, Loss: 0.0122 Epoch 56 Batch 172/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9677, Loss: 0.0123 Epoch 56 Batch 173/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9677, Loss: 0.0169 Epoch 56 Batch 174/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9677, Loss: 0.0103 Epoch 56 Batch 175/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9695, Loss: 0.0177 Epoch 56 Batch 176/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9695, Loss: 0.0178 Epoch 56 Batch 177/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9744, Loss: 0.0136 Epoch 56 Batch 178/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9744, Loss: 0.0163 Epoch 56 Batch 179/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9744, Loss: 0.0169 Epoch 56 Batch 180/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9744, Loss: 0.0125 Epoch 56 Batch 181/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9744, Loss: 0.0193 Epoch 56 Batch 182/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9766, Loss: 0.0226 Epoch 56 Batch 183/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9727, Loss: 0.0140 Epoch 56 Batch 184/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9723, Loss: 0.0141 Epoch 56 Batch 185/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9719, Loss: 0.0180 Epoch 56 Batch 186/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9723, Loss: 0.0195 Epoch 56 Batch 187/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9695, Loss: 0.0106 Epoch 56 Batch 188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9606, Loss: 0.0148 Epoch 56 Batch 189/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0122 Epoch 56 Batch 190/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0120 Epoch 56 Batch 191/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9588, Loss: 0.0139 Epoch 56 Batch 192/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0147 Epoch 56 Batch 193/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9585, Loss: 0.0126 Epoch 56 Batch 194/1077 - Train Accuracy: 0.9981, Validation Accuracy: 0.9545, Loss: 0.0124 Epoch 56 Batch 195/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9599, Loss: 0.0190 Epoch 56 Batch 196/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9599, Loss: 0.0101 Epoch 56 Batch 197/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9627, Loss: 0.0169 Epoch 56 Batch 198/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0179 Epoch 56 Batch 199/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0125 Epoch 56 Batch 200/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9677, Loss: 0.0152 Epoch 56 Batch 201/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9680, Loss: 0.0159 Epoch 56 Batch 202/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9680, Loss: 0.0145 Epoch 56 Batch 203/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0164 Epoch 56 Batch 204/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9677, Loss: 0.0336 Epoch 56 Batch 205/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9677, Loss: 0.0250 Epoch 56 Batch 206/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9631, Loss: 0.0125 Epoch 56 Batch 207/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0130 Epoch 56 Batch 208/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9613, Loss: 0.0173 Epoch 56 Batch 209/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9680, Loss: 0.0134 Epoch 56 Batch 210/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0157 Epoch 56 Batch 211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9748, Loss: 0.0122 Epoch 56 Batch 212/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9748, Loss: 0.0122 Epoch 56 Batch 213/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9748, Loss: 0.0109 Epoch 56 Batch 214/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9698, Loss: 0.0127 Epoch 56 Batch 215/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9698, Loss: 0.0199 Epoch 56 Batch 216/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9702, Loss: 0.0146 Epoch 56 Batch 217/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9702, Loss: 0.0100 Epoch 56 Batch 218/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9702, Loss: 0.0199 Epoch 56 Batch 219/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9702, Loss: 0.0097 Epoch 56 Batch 220/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9716, Loss: 0.0154 Epoch 56 Batch 221/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9716, Loss: 0.0142 Epoch 56 Batch 222/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9691, Loss: 0.0128 Epoch 56 Batch 223/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9645, Loss: 0.0133 Epoch 56 Batch 224/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9599, Loss: 0.0134 Epoch 56 Batch 225/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9599, Loss: 0.0194 Epoch 56 Batch 226/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0127 Epoch 56 Batch 227/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9688, Loss: 0.0164 Epoch 56 Batch 228/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9688, Loss: 0.0133 Epoch 56 Batch 229/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9684, Loss: 0.0155 Epoch 56 Batch 230/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0133 Epoch 56 Batch 231/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0174 Epoch 56 Batch 232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9659, Loss: 0.0136 Epoch 56 Batch 233/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9659, Loss: 0.0213 Epoch 56 Batch 234/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0128 Epoch 56 Batch 235/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9659, Loss: 0.0164 Epoch 56 Batch 236/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9684, Loss: 0.0143 Epoch 56 Batch 237/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0131 Epoch 56 Batch 238/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0147 Epoch 56 Batch 239/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9581, Loss: 0.0093 Epoch 56 Batch 240/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9581, Loss: 0.0114 Epoch 56 Batch 241/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9581, Loss: 0.0095 Epoch 56 Batch 242/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9773, Loss: 0.0105 Epoch 56 Batch 243/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9776, Loss: 0.0192 Epoch 56 Batch 244/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9776, Loss: 0.0147 Epoch 56 Batch 245/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9776, Loss: 0.0125 Epoch 56 Batch 246/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9727, Loss: 0.0152 Epoch 56 Batch 247/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9730, Loss: 0.0138 Epoch 56 Batch 248/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9727, Loss: 0.0124 Epoch 56 Batch 249/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9705, Loss: 0.0110 Epoch 56 Batch 250/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9691, Loss: 0.0170 Epoch 56 Batch 251/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9716, Loss: 0.0185 Epoch 56 Batch 252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9716, Loss: 0.0182 Epoch 56 Batch 253/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9766, Loss: 0.0163 Epoch 56 Batch 254/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9741, Loss: 0.0176 Epoch 56 Batch 255/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9744, Loss: 0.0138 Epoch 56 Batch 256/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9741, Loss: 0.0288 Epoch 56 Batch 257/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9705, Loss: 0.0118 Epoch 56 Batch 258/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9659, Loss: 0.0131 Epoch 56 Batch 259/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0120 Epoch 56 Batch 260/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9663, Loss: 0.0090 Epoch 56 Batch 261/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0140 Epoch 56 Batch 262/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0157 Epoch 56 Batch 263/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9663, Loss: 0.0119 Epoch 56 Batch 264/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0119 Epoch 56 Batch 265/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9638, Loss: 0.0131 Epoch 56 Batch 266/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9574, Loss: 0.0170 Epoch 56 Batch 267/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9620, Loss: 0.0121 Epoch 56 Batch 268/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9574, Loss: 0.0212 Epoch 56 Batch 269/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0165 Epoch 56 Batch 270/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9606, Loss: 0.0199 Epoch 56 Batch 271/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9609, Loss: 0.0126 Epoch 56 Batch 272/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9588, Loss: 0.0418 Epoch 56 Batch 273/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9588, Loss: 0.0118 Epoch 56 Batch 274/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9574, Loss: 0.0137 Epoch 56 Batch 275/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9528, Loss: 0.0123 Epoch 56 Batch 276/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9450, Loss: 0.0222 Epoch 56 Batch 277/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9446, Loss: 0.0125 Epoch 56 Batch 278/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9467, Loss: 0.0155 Epoch 56 Batch 279/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0166 Epoch 56 Batch 280/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9588, Loss: 0.0199 Epoch 56 Batch 281/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9567, Loss: 0.0162 Epoch 56 Batch 282/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0177 Epoch 56 Batch 283/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9616, Loss: 0.0124 Epoch 56 Batch 284/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9577, Loss: 0.0147 Epoch 56 Batch 285/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9577, Loss: 0.0164 Epoch 56 Batch 286/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9577, Loss: 0.0172 Epoch 56 Batch 287/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9595, Loss: 0.0209 Epoch 56 Batch 288/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0225 Epoch 56 Batch 289/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9531, Loss: 0.0114 Epoch 56 Batch 290/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0296 Epoch 56 Batch 291/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9616, Loss: 0.0222 Epoch 56 Batch 292/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9616, Loss: 0.0113 Epoch 56 Batch 293/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9616, Loss: 0.0114 Epoch 56 Batch 294/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9620, Loss: 0.0134 Epoch 56 Batch 295/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9570, Loss: 0.0146 Epoch 56 Batch 296/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9620, Loss: 0.0166 Epoch 56 Batch 297/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9624, Loss: 0.0177 Epoch 56 Batch 298/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9688, Loss: 0.0205 Epoch 56 Batch 299/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9688, Loss: 0.0151 Epoch 56 Batch 300/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9688, Loss: 0.0102 Epoch 56 Batch 301/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9688, Loss: 0.0136 Epoch 56 Batch 302/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9680, Loss: 0.0145 Epoch 56 Batch 303/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0196 Epoch 56 Batch 304/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9634, Loss: 0.0170 Epoch 56 Batch 305/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9588, Loss: 0.0149 Epoch 56 Batch 306/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9545, Loss: 0.0249 Epoch 56 Batch 307/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9592, Loss: 0.0161 Epoch 56 Batch 308/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0156 Epoch 56 Batch 309/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0151 Epoch 56 Batch 310/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9542, Loss: 0.0121 Epoch 56 Batch 311/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0130 Epoch 56 Batch 312/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9535, Loss: 0.0164 Epoch 56 Batch 313/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9489, Loss: 0.0123 Epoch 56 Batch 314/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9474, Loss: 0.0197 Epoch 56 Batch 315/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9474, Loss: 0.0142 Epoch 56 Batch 316/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9474, Loss: 0.0145 Epoch 56 Batch 317/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9474, Loss: 0.0138 Epoch 56 Batch 318/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9450, Loss: 0.0128 Epoch 56 Batch 319/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9496, Loss: 0.0173 Epoch 56 Batch 320/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0236 Epoch 56 Batch 321/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9581, Loss: 0.0120 Epoch 56 Batch 322/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9581, Loss: 0.0146 Epoch 56 Batch 323/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0142 Epoch 56 Batch 324/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9663, Loss: 0.0162 Epoch 56 Batch 325/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0136 Epoch 56 Batch 326/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9663, Loss: 0.0138 Epoch 56 Batch 327/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0224 Epoch 56 Batch 328/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9663, Loss: 0.0164 Epoch 56 Batch 329/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0151 Epoch 56 Batch 330/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9663, Loss: 0.0165 Epoch 56 Batch 331/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9663, Loss: 0.0121 Epoch 56 Batch 332/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0111 Epoch 56 Batch 333/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9620, Loss: 0.0130 Epoch 56 Batch 334/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9574, Loss: 0.0133 Epoch 56 Batch 335/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9574, Loss: 0.0160 Epoch 56 Batch 336/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9574, Loss: 0.0515 Epoch 56 Batch 337/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0165 Epoch 56 Batch 338/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0211 Epoch 56 Batch 339/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9574, Loss: 0.0087 Epoch 56 Batch 340/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9588, Loss: 0.0133 Epoch 56 Batch 341/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9638, Loss: 0.0195 Epoch 56 Batch 342/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9634, Loss: 0.0121 Epoch 56 Batch 343/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9634, Loss: 0.0210 Epoch 56 Batch 344/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9634, Loss: 0.0167 Epoch 56 Batch 345/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9684, Loss: 0.0120 Epoch 56 Batch 346/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9666, Loss: 0.0153 Epoch 56 Batch 347/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0099 Epoch 56 Batch 348/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9616, Loss: 0.0112 Epoch 56 Batch 349/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9485, Loss: 0.0149 Epoch 56 Batch 350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9482, Loss: 0.0131 Epoch 56 Batch 351/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9482, Loss: 0.0158 Epoch 56 Batch 352/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9403, Loss: 0.0109 Epoch 56 Batch 353/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9464, Loss: 0.0217 Epoch 56 Batch 354/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0159 Epoch 56 Batch 355/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9471, Loss: 0.0184 Epoch 56 Batch 356/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9474, Loss: 0.0157 Epoch 56 Batch 357/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9478, Loss: 0.0187 Epoch 56 Batch 358/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9545, Loss: 0.0159 Epoch 56 Batch 359/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9592, Loss: 0.0150 Epoch 56 Batch 360/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0136 Epoch 56 Batch 361/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9585, Loss: 0.0099 Epoch 56 Batch 362/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9609, Loss: 0.0151 Epoch 56 Batch 363/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9560, Loss: 0.0178 Epoch 56 Batch 364/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0218 Epoch 56 Batch 365/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9485, Loss: 0.0107 Epoch 56 Batch 366/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9538, Loss: 0.0106 Epoch 56 Batch 367/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9538, Loss: 0.0109 Epoch 56 Batch 368/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0159 Epoch 56 Batch 369/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9521, Loss: 0.0119 Epoch 56 Batch 370/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9517, Loss: 0.0157 Epoch 56 Batch 371/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9585, Loss: 0.0128 Epoch 56 Batch 372/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9513, Loss: 0.0131 Epoch 56 Batch 373/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9513, Loss: 0.0094 Epoch 56 Batch 374/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9517, Loss: 0.0169 Epoch 56 Batch 375/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9560, Loss: 0.0113 Epoch 56 Batch 376/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9521, Loss: 0.0187 Epoch 56 Batch 377/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0171 Epoch 56 Batch 378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9538, Loss: 0.0097 Epoch 56 Batch 379/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0234 Epoch 56 Batch 380/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0122 Epoch 56 Batch 381/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9570, Loss: 0.0138 Epoch 56 Batch 382/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0249 Epoch 56 Batch 383/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9524, Loss: 0.0177 Epoch 56 Batch 384/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9521, Loss: 0.0095 Epoch 56 Batch 385/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9489, Loss: 0.0124 Epoch 56 Batch 386/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9542, Loss: 0.0110 Epoch 56 Batch 387/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9485, Loss: 0.0137 Epoch 56 Batch 388/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9489, Loss: 0.0219 Epoch 56 Batch 389/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9492, Loss: 0.0171 Epoch 56 Batch 390/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9553, Loss: 0.0252 Epoch 56 Batch 391/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9595, Loss: 0.0170 Epoch 56 Batch 392/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0237 Epoch 56 Batch 393/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9620, Loss: 0.0133 Epoch 56 Batch 394/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0141 Epoch 56 Batch 395/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9570, Loss: 0.0150 Epoch 56 Batch 396/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9531, Loss: 0.0165 Epoch 56 Batch 397/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0189 Epoch 56 Batch 398/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9581, Loss: 0.0172 Epoch 56 Batch 399/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9581, Loss: 0.0162 Epoch 56 Batch 400/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0124 Epoch 56 Batch 401/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9627, Loss: 0.0119 Epoch 56 Batch 402/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9652, Loss: 0.0108 Epoch 56 Batch 403/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9656, Loss: 0.0284 Epoch 56 Batch 404/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9656, Loss: 0.0174 Epoch 56 Batch 405/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9659, Loss: 0.0158 Epoch 56 Batch 406/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9659, Loss: 0.0125 Epoch 56 Batch 407/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9659, Loss: 0.0182 Epoch 56 Batch 408/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0188 Epoch 56 Batch 409/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9663, Loss: 0.0165 Epoch 56 Batch 410/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9663, Loss: 0.0266 Epoch 56 Batch 411/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9659, Loss: 0.0167 Epoch 56 Batch 412/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9659, Loss: 0.0159 Epoch 56 Batch 413/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9659, Loss: 0.0141 Epoch 56 Batch 414/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9656, Loss: 0.0136 Epoch 56 Batch 415/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9656, Loss: 0.0206 Epoch 56 Batch 416/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0138 Epoch 56 Batch 417/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0246 Epoch 56 Batch 418/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9592, Loss: 0.0173 Epoch 56 Batch 419/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9656, Loss: 0.0138 Epoch 56 Batch 420/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0111 Epoch 56 Batch 421/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9609, Loss: 0.0246 Epoch 56 Batch 422/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9606, Loss: 0.0116 Epoch 56 Batch 423/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9606, Loss: 0.0213 Epoch 56 Batch 424/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0170 Epoch 56 Batch 425/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9673, Loss: 0.0098 Epoch 56 Batch 426/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9673, Loss: 0.0154 Epoch 56 Batch 427/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9670, Loss: 0.0188 Epoch 56 Batch 428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9670, Loss: 0.0135 Epoch 56 Batch 429/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9723, Loss: 0.0128 Epoch 56 Batch 430/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0157 Epoch 56 Batch 431/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9609, Loss: 0.0136 Epoch 56 Batch 432/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0152 Epoch 56 Batch 433/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 56 Batch 434/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0141 Epoch 56 Batch 435/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9627, Loss: 0.0164 Epoch 56 Batch 436/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9631, Loss: 0.0182 Epoch 56 Batch 437/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0138 Epoch 56 Batch 438/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9553, Loss: 0.0110 Epoch 56 Batch 439/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9503, Loss: 0.0154 Epoch 56 Batch 440/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0212 Epoch 56 Batch 441/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0145 Epoch 56 Batch 442/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9503, Loss: 0.0199 Epoch 56 Batch 443/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0125 Epoch 56 Batch 444/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9503, Loss: 0.0189 Epoch 56 Batch 445/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9545, Loss: 0.0126 Epoch 56 Batch 446/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9545, Loss: 0.0136 Epoch 56 Batch 447/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9545, Loss: 0.0123 Epoch 56 Batch 448/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9499, Loss: 0.0145 Epoch 56 Batch 449/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9411, Loss: 0.0215 Epoch 56 Batch 450/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9506, Loss: 0.0208 Epoch 56 Batch 451/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9506, Loss: 0.0137 Epoch 56 Batch 452/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9499, Loss: 0.0134 Epoch 56 Batch 453/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9499, Loss: 0.0170 Epoch 56 Batch 454/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9521, Loss: 0.0261 Epoch 56 Batch 455/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9513, Loss: 0.0151 Epoch 56 Batch 456/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9467, Loss: 0.0234 Epoch 56 Batch 457/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9521, Loss: 0.0151 Epoch 56 Batch 458/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0214 Epoch 56 Batch 459/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9474, Loss: 0.0134 Epoch 56 Batch 460/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9474, Loss: 0.0165 Epoch 56 Batch 461/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9446, Loss: 0.0150 Epoch 56 Batch 462/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0156 Epoch 56 Batch 463/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0151 Epoch 56 Batch 464/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0153 Epoch 56 Batch 465/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9535, Loss: 0.0253 Epoch 56 Batch 466/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9535, Loss: 0.0152 Epoch 56 Batch 467/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9535, Loss: 0.0174 Epoch 56 Batch 468/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9535, Loss: 0.0124 Epoch 56 Batch 469/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9613, Loss: 0.0105 Epoch 56 Batch 470/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9613, Loss: 0.0133 Epoch 56 Batch 471/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9613, Loss: 0.0107 Epoch 56 Batch 472/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9613, Loss: 0.0160 Epoch 56 Batch 473/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0144 Epoch 56 Batch 474/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9680, Loss: 0.0132 Epoch 56 Batch 475/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9680, Loss: 0.0141 Epoch 56 Batch 476/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0138 Epoch 56 Batch 477/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9680, Loss: 0.0160 Epoch 56 Batch 478/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9631, Loss: 0.0132 Epoch 56 Batch 479/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9680, Loss: 0.0151 Epoch 56 Batch 480/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9705, Loss: 0.0113 Epoch 56 Batch 481/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9705, Loss: 0.0169 Epoch 56 Batch 482/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9705, Loss: 0.0131 Epoch 56 Batch 483/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9652, Loss: 0.0175 Epoch 56 Batch 484/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9748, Loss: 0.0162 Epoch 56 Batch 485/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9631, Loss: 0.0174 Epoch 56 Batch 486/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9574, Loss: 0.0133 Epoch 56 Batch 487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9627, Loss: 0.0130 Epoch 56 Batch 488/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0153 Epoch 56 Batch 489/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9627, Loss: 0.0126 Epoch 56 Batch 490/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9606, Loss: 0.0166 Epoch 56 Batch 491/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9663, Loss: 0.0211 Epoch 56 Batch 492/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0234 Epoch 56 Batch 493/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9499, Loss: 0.0096 Epoch 56 Batch 494/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0157 Epoch 56 Batch 495/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9517, Loss: 0.0174 Epoch 56 Batch 496/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0165 Epoch 56 Batch 497/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0210 Epoch 56 Batch 498/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9613, Loss: 0.0217 Epoch 56 Batch 499/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9613, Loss: 0.0152 Epoch 56 Batch 500/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9581, Loss: 0.0111 Epoch 56 Batch 501/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9585, Loss: 0.0116 Epoch 56 Batch 502/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0205 Epoch 56 Batch 503/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9627, Loss: 0.0096 Epoch 56 Batch 504/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9620, Loss: 0.0132 Epoch 56 Batch 505/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9663, Loss: 0.0130 Epoch 56 Batch 506/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9727, Loss: 0.0246 Epoch 56 Batch 507/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9723, Loss: 0.0196 Epoch 56 Batch 508/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9673, Loss: 0.0107 Epoch 56 Batch 509/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9613, Loss: 0.0211 Epoch 56 Batch 510/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9556, Loss: 0.0166 Epoch 56 Batch 511/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9560, Loss: 0.0189 Epoch 56 Batch 512/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9563, Loss: 0.0122 Epoch 56 Batch 513/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0157 Epoch 56 Batch 514/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9585, Loss: 0.0139 Epoch 56 Batch 515/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9549, Loss: 0.0193 Epoch 56 Batch 516/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9588, Loss: 0.0132 Epoch 56 Batch 517/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0181 Epoch 56 Batch 518/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9556, Loss: 0.0152 Epoch 56 Batch 519/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0151 Epoch 56 Batch 520/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9513, Loss: 0.0099 Epoch 56 Batch 521/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9510, Loss: 0.0187 Epoch 56 Batch 522/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0187 Epoch 56 Batch 523/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0209 Epoch 56 Batch 524/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9549, Loss: 0.0173 Epoch 56 Batch 525/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9549, Loss: 0.0153 Epoch 56 Batch 526/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0162 Epoch 56 Batch 527/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9545, Loss: 0.0171 Epoch 56 Batch 528/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9545, Loss: 0.0154 Epoch 56 Batch 529/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9524, Loss: 0.0176 Epoch 56 Batch 530/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9524, Loss: 0.0169 Epoch 56 Batch 531/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9624, Loss: 0.0184 Epoch 56 Batch 532/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9624, Loss: 0.0245 Epoch 56 Batch 533/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9670, Loss: 0.0153 Epoch 56 Batch 534/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9631, Loss: 0.0179 Epoch 56 Batch 535/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9613, Loss: 0.0149 Epoch 56 Batch 536/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9613, Loss: 0.0215 Epoch 56 Batch 537/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0133 Epoch 56 Batch 538/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9663, Loss: 0.0163 Epoch 56 Batch 539/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0159 Epoch 56 Batch 540/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9684, Loss: 0.0087 Epoch 56 Batch 541/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9613, Loss: 0.0137 Epoch 56 Batch 542/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9634, Loss: 0.0158 Epoch 56 Batch 543/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9684, Loss: 0.0109 Epoch 56 Batch 544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9734, Loss: 0.0086 Epoch 56 Batch 545/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9734, Loss: 0.0114 Epoch 56 Batch 546/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9734, Loss: 0.0187 Epoch 56 Batch 547/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0123 Epoch 56 Batch 548/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0153 Epoch 56 Batch 549/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0169 Epoch 56 Batch 550/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9613, Loss: 0.0135 Epoch 56 Batch 551/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0205 Epoch 56 Batch 552/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9492, Loss: 0.0160 Epoch 56 Batch 553/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9435, Loss: 0.0202 Epoch 56 Batch 554/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9492, Loss: 0.0155 Epoch 56 Batch 555/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9492, Loss: 0.0103 Epoch 56 Batch 556/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9492, Loss: 0.0107 Epoch 56 Batch 557/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9517, Loss: 0.0146 Epoch 56 Batch 558/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9517, Loss: 0.0111 Epoch 56 Batch 559/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0138 Epoch 56 Batch 560/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9506, Loss: 0.0149 Epoch 56 Batch 561/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9606, Loss: 0.0142 Epoch 56 Batch 562/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9656, Loss: 0.0102 Epoch 56 Batch 563/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9688, Loss: 0.0154 Epoch 56 Batch 564/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0221 Epoch 56 Batch 565/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9638, Loss: 0.0187 Epoch 56 Batch 566/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9659, Loss: 0.0148 Epoch 56 Batch 567/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 56 Batch 568/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9606, Loss: 0.0116 Epoch 56 Batch 569/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9606, Loss: 0.0143 Epoch 56 Batch 570/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9602, Loss: 0.0192 Epoch 56 Batch 571/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9602, Loss: 0.0134 Epoch 56 Batch 572/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0203 Epoch 56 Batch 573/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0230 Epoch 56 Batch 574/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9652, Loss: 0.0197 Epoch 56 Batch 575/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9585, Loss: 0.0139 Epoch 56 Batch 576/1077 - Train Accuracy: 0.9979, Validation Accuracy: 0.9634, Loss: 0.0126 Epoch 56 Batch 577/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9684, Loss: 0.0198 Epoch 56 Batch 578/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9535, Loss: 0.0134 Epoch 56 Batch 579/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0155 Epoch 56 Batch 580/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9535, Loss: 0.0124 Epoch 56 Batch 581/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0141 Epoch 56 Batch 582/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9588, Loss: 0.0129 Epoch 56 Batch 583/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9538, Loss: 0.0178 Epoch 56 Batch 584/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9585, Loss: 0.0161 Epoch 56 Batch 585/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9506, Loss: 0.0101 Epoch 56 Batch 586/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9599, Loss: 0.0128 Epoch 56 Batch 587/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0173 Epoch 56 Batch 588/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9641, Loss: 0.0125 Epoch 56 Batch 589/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9645, Loss: 0.0118 Epoch 56 Batch 590/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9645, Loss: 0.0155 Epoch 56 Batch 591/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9645, Loss: 0.0160 Epoch 56 Batch 592/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0165 Epoch 56 Batch 593/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9656, Loss: 0.0286 Epoch 56 Batch 594/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9656, Loss: 0.0178 Epoch 56 Batch 595/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9656, Loss: 0.0161 Epoch 56 Batch 596/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9652, Loss: 0.0156 Epoch 56 Batch 597/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9656, Loss: 0.0147 Epoch 56 Batch 598/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9727, Loss: 0.0188 Epoch 56 Batch 599/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9727, Loss: 0.0211 Epoch 56 Batch 600/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9677, Loss: 0.0168 Epoch 56 Batch 601/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9723, Loss: 0.0155 Epoch 56 Batch 602/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9723, Loss: 0.0164 Epoch 56 Batch 603/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9723, Loss: 0.0193 Epoch 56 Batch 604/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9719, Loss: 0.0198 Epoch 56 Batch 605/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9719, Loss: 0.0220 Epoch 56 Batch 606/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9723, Loss: 0.0131 Epoch 56 Batch 607/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9677, Loss: 0.0218 Epoch 56 Batch 608/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9673, Loss: 0.0210 Epoch 56 Batch 609/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9673, Loss: 0.0160 Epoch 56 Batch 610/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0176 Epoch 56 Batch 611/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9627, Loss: 0.0142 Epoch 56 Batch 612/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9581, Loss: 0.0118 Epoch 56 Batch 613/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9577, Loss: 0.0170 Epoch 56 Batch 614/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9602, Loss: 0.0137 Epoch 56 Batch 615/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0110 Epoch 56 Batch 616/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9606, Loss: 0.0132 Epoch 56 Batch 617/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0150 Epoch 56 Batch 618/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9560, Loss: 0.0176 Epoch 56 Batch 619/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9560, Loss: 0.0113 Epoch 56 Batch 620/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9506, Loss: 0.0129 Epoch 56 Batch 621/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9553, Loss: 0.0141 Epoch 56 Batch 622/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9553, Loss: 0.0207 Epoch 56 Batch 623/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9553, Loss: 0.0212 Epoch 56 Batch 624/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9553, Loss: 0.0165 Epoch 56 Batch 625/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9553, Loss: 0.0137 Epoch 56 Batch 626/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0127 Epoch 56 Batch 627/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0170 Epoch 56 Batch 628/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9553, Loss: 0.0146 Epoch 56 Batch 629/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9606, Loss: 0.0225 Epoch 56 Batch 630/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9648, Loss: 0.0139 Epoch 56 Batch 631/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9648, Loss: 0.0178 Epoch 56 Batch 632/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9648, Loss: 0.0110 Epoch 56 Batch 633/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9648, Loss: 0.0128 Epoch 56 Batch 634/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9616, Loss: 0.0119 Epoch 56 Batch 635/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9666, Loss: 0.0220 Epoch 56 Batch 636/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9666, Loss: 0.0129 Epoch 56 Batch 637/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9595, Loss: 0.0156 Epoch 56 Batch 638/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0158 Epoch 56 Batch 639/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9648, Loss: 0.0213 Epoch 56 Batch 640/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9648, Loss: 0.0117 Epoch 56 Batch 641/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9648, Loss: 0.0156 Epoch 56 Batch 642/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9670, Loss: 0.0121 Epoch 56 Batch 643/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9666, Loss: 0.0111 Epoch 56 Batch 644/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9766, Loss: 0.0127 Epoch 56 Batch 645/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9705, Loss: 0.0178 Epoch 56 Batch 646/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9709, Loss: 0.0137 Epoch 56 Batch 647/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9663, Loss: 0.0236 Epoch 56 Batch 648/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9727, Loss: 0.0146 Epoch 56 Batch 649/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9727, Loss: 0.0113 Epoch 56 Batch 650/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9723, Loss: 0.0147 Epoch 56 Batch 651/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9673, Loss: 0.0131 Epoch 56 Batch 652/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9648, Loss: 0.0164 Epoch 56 Batch 653/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9592, Loss: 0.0209 Epoch 56 Batch 654/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0146 Epoch 56 Batch 655/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9592, Loss: 0.0191 Epoch 56 Batch 656/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9567, Loss: 0.0156 Epoch 56 Batch 657/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9574, Loss: 0.0190 Epoch 56 Batch 658/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9535, Loss: 0.0090 Epoch 56 Batch 659/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9485, Loss: 0.0155 Epoch 56 Batch 660/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9485, Loss: 0.0142 Epoch 56 Batch 661/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9535, Loss: 0.0124 Epoch 56 Batch 662/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0133 Epoch 56 Batch 663/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9609, Loss: 0.0110 Epoch 56 Batch 664/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9652, Loss: 0.0145 Epoch 56 Batch 665/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9695, Loss: 0.0107 Epoch 56 Batch 666/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9695, Loss: 0.0189 Epoch 56 Batch 667/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9695, Loss: 0.0156 Epoch 56 Batch 668/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0147 Epoch 56 Batch 669/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9634, Loss: 0.0100 Epoch 56 Batch 670/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0121 Epoch 56 Batch 671/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9634, Loss: 0.0164 Epoch 56 Batch 672/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9684, Loss: 0.0142 Epoch 56 Batch 673/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0172 Epoch 56 Batch 674/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0151 Epoch 56 Batch 675/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0204 Epoch 56 Batch 676/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9684, Loss: 0.0145 Epoch 56 Batch 677/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9734, Loss: 0.0157 Epoch 56 Batch 678/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9688, Loss: 0.0111 Epoch 56 Batch 679/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9688, Loss: 0.0105 Epoch 56 Batch 680/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9688, Loss: 0.0170 Epoch 56 Batch 681/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9751, Loss: 0.0129 Epoch 56 Batch 682/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0109 Epoch 56 Batch 683/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9702, Loss: 0.0110 Epoch 56 Batch 684/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9695, Loss: 0.0144 Epoch 56 Batch 685/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9688, Loss: 0.0199 Epoch 56 Batch 686/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9737, Loss: 0.0104 Epoch 56 Batch 687/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9744, Loss: 0.0133 Epoch 56 Batch 688/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9769, Loss: 0.0122 Epoch 56 Batch 689/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9751, Loss: 0.0089 Epoch 56 Batch 690/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9755, Loss: 0.0142 Epoch 56 Batch 691/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9755, Loss: 0.0152 Epoch 56 Batch 692/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9702, Loss: 0.0166 Epoch 56 Batch 693/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9702, Loss: 0.0223 Epoch 56 Batch 694/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9702, Loss: 0.0104 Epoch 56 Batch 695/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9755, Loss: 0.0147 Epoch 56 Batch 696/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9755, Loss: 0.0131 Epoch 56 Batch 697/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9748, Loss: 0.0164 Epoch 56 Batch 698/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0119 Epoch 56 Batch 699/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9634, Loss: 0.0103 Epoch 56 Batch 700/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9634, Loss: 0.0130 Epoch 56 Batch 701/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9634, Loss: 0.0118 Epoch 56 Batch 702/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9634, Loss: 0.0238 Epoch 56 Batch 703/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0113 Epoch 56 Batch 704/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9634, Loss: 0.0249 Epoch 56 Batch 705/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9727, Loss: 0.0195 Epoch 56 Batch 706/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9734, Loss: 0.0335 Epoch 56 Batch 707/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9680, Loss: 0.0160 Epoch 56 Batch 708/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9634, Loss: 0.0107 Epoch 56 Batch 709/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0156 Epoch 56 Batch 710/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9567, Loss: 0.0116 Epoch 56 Batch 711/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9567, Loss: 0.0174 Epoch 56 Batch 712/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9478, Loss: 0.0114 Epoch 56 Batch 713/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9421, Loss: 0.0127 Epoch 56 Batch 714/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9517, Loss: 0.0209 Epoch 56 Batch 715/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0184 Epoch 56 Batch 716/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9467, Loss: 0.0142 Epoch 56 Batch 717/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9467, Loss: 0.0084 Epoch 56 Batch 718/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9467, Loss: 0.0173 Epoch 56 Batch 719/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9517, Loss: 0.0165 Epoch 56 Batch 720/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0158 Epoch 56 Batch 721/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0143 Epoch 56 Batch 722/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9517, Loss: 0.0113 Epoch 56 Batch 723/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9517, Loss: 0.0140 Epoch 56 Batch 724/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0182 Epoch 56 Batch 725/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9570, Loss: 0.0143 Epoch 56 Batch 726/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9624, Loss: 0.0097 Epoch 56 Batch 727/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9712, Loss: 0.0136 Epoch 56 Batch 728/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9776, Loss: 0.0175 Epoch 56 Batch 729/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9727, Loss: 0.0221 Epoch 56 Batch 730/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9727, Loss: 0.0229 Epoch 56 Batch 731/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9723, Loss: 0.0134 Epoch 56 Batch 732/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9769, Loss: 0.0162 Epoch 56 Batch 733/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9723, Loss: 0.0160 Epoch 56 Batch 734/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9656, Loss: 0.0130 Epoch 56 Batch 735/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9659, Loss: 0.0117 Epoch 56 Batch 736/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9659, Loss: 0.0157 Epoch 56 Batch 737/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9656, Loss: 0.0130 Epoch 56 Batch 738/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9656, Loss: 0.0109 Epoch 56 Batch 739/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0146 Epoch 56 Batch 740/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9620, Loss: 0.0114 Epoch 56 Batch 741/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0213 Epoch 56 Batch 742/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0146 Epoch 56 Batch 743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9631, Loss: 0.0122 Epoch 56 Batch 744/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9688, Loss: 0.0173 Epoch 56 Batch 745/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9712, Loss: 0.0157 Epoch 56 Batch 746/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9737, Loss: 0.0132 Epoch 56 Batch 747/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9737, Loss: 0.0134 Epoch 56 Batch 748/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9737, Loss: 0.0137 Epoch 56 Batch 749/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9737, Loss: 0.0106 Epoch 56 Batch 750/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9734, Loss: 0.0116 Epoch 56 Batch 751/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9798, Loss: 0.0146 Epoch 56 Batch 752/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9798, Loss: 0.0172 Epoch 56 Batch 753/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9776, Loss: 0.0153 Epoch 56 Batch 754/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9727, Loss: 0.0150 Epoch 56 Batch 755/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9680, Loss: 0.0165 Epoch 56 Batch 756/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9680, Loss: 0.0102 Epoch 56 Batch 757/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0149 Epoch 56 Batch 758/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9727, Loss: 0.0104 Epoch 56 Batch 759/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9727, Loss: 0.0173 Epoch 56 Batch 760/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0174 Epoch 56 Batch 761/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9727, Loss: 0.0141 Epoch 56 Batch 762/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9684, Loss: 0.0149 Epoch 56 Batch 763/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9684, Loss: 0.0177 Epoch 56 Batch 764/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9730, Loss: 0.0118 Epoch 56 Batch 765/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9730, Loss: 0.0187 Epoch 56 Batch 766/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9730, Loss: 0.0155 Epoch 56 Batch 767/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9730, Loss: 0.0145 Epoch 56 Batch 768/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9709, Loss: 0.0114 Epoch 56 Batch 769/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0134 Epoch 56 Batch 770/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0104 Epoch 56 Batch 771/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9595, Loss: 0.0136 Epoch 56 Batch 772/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9549, Loss: 0.0144 Epoch 56 Batch 773/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0138 Epoch 56 Batch 774/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9545, Loss: 0.0142 Epoch 56 Batch 775/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0121 Epoch 56 Batch 776/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9659, Loss: 0.0134 Epoch 56 Batch 777/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0112 Epoch 56 Batch 778/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9634, Loss: 0.0163 Epoch 56 Batch 779/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9634, Loss: 0.0124 Epoch 56 Batch 780/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9592, Loss: 0.0198 Epoch 56 Batch 781/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9592, Loss: 0.0127 Epoch 56 Batch 782/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9592, Loss: 0.0141 Epoch 56 Batch 783/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9542, Loss: 0.0166 Epoch 56 Batch 784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0095 Epoch 56 Batch 785/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9542, Loss: 0.0107 Epoch 56 Batch 786/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9592, Loss: 0.0137 Epoch 56 Batch 787/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9588, Loss: 0.0139 Epoch 56 Batch 788/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0143 Epoch 56 Batch 789/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9634, Loss: 0.0127 Epoch 56 Batch 790/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9577, Loss: 0.0178 Epoch 56 Batch 791/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9624, Loss: 0.0151 Epoch 56 Batch 792/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9624, Loss: 0.0162 Epoch 56 Batch 793/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0142 Epoch 56 Batch 794/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9577, Loss: 0.0115 Epoch 56 Batch 795/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9624, Loss: 0.0187 Epoch 56 Batch 796/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0143 Epoch 56 Batch 797/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9648, Loss: 0.0139 Epoch 56 Batch 798/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9602, Loss: 0.0149 Epoch 56 Batch 799/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9602, Loss: 0.0215 Epoch 56 Batch 800/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9602, Loss: 0.0123 Epoch 56 Batch 801/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9602, Loss: 0.0118 Epoch 56 Batch 802/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9602, Loss: 0.0203 Epoch 56 Batch 803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9535, Loss: 0.0125 Epoch 56 Batch 804/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9535, Loss: 0.0102 Epoch 56 Batch 805/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9609, Loss: 0.0149 Epoch 56 Batch 806/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9577, Loss: 0.0100 Epoch 56 Batch 807/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9577, Loss: 0.0136 Epoch 56 Batch 808/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9577, Loss: 0.0248 Epoch 56 Batch 809/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9577, Loss: 0.0274 Epoch 56 Batch 810/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9581, Loss: 0.0137 Epoch 56 Batch 811/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9588, Loss: 0.0158 Epoch 56 Batch 812/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9517, Loss: 0.0115 Epoch 56 Batch 813/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0168 Epoch 56 Batch 814/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9542, Loss: 0.0181 Epoch 56 Batch 815/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9638, Loss: 0.0173 Epoch 56 Batch 816/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9663, Loss: 0.0124 Epoch 56 Batch 817/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9709, Loss: 0.0172 Epoch 56 Batch 818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9734, Loss: 0.0195 Epoch 56 Batch 819/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9730, Loss: 0.0187 Epoch 56 Batch 820/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9751, Loss: 0.0130 Epoch 56 Batch 821/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9723, Loss: 0.0130 Epoch 56 Batch 822/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9773, Loss: 0.0098 Epoch 56 Batch 823/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9624, Loss: 0.0165 Epoch 56 Batch 824/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9616, Loss: 0.0155 Epoch 56 Batch 825/1077 - Train Accuracy: 1.0000, Validation Accuracy: 0.9570, Loss: 0.0082 Epoch 56 Batch 826/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9545, Loss: 0.0131 Epoch 56 Batch 827/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9645, Loss: 0.0154 Epoch 56 Batch 828/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0120 Epoch 56 Batch 829/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9609, Loss: 0.0238 Epoch 56 Batch 830/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9563, Loss: 0.0185 Epoch 56 Batch 831/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9563, Loss: 0.0154 Epoch 56 Batch 832/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9613, Loss: 0.0136 Epoch 56 Batch 833/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9709, Loss: 0.0168 Epoch 56 Batch 834/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9776, Loss: 0.0147 Epoch 56 Batch 835/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9719, Loss: 0.0133 Epoch 56 Batch 836/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9727, Loss: 0.0145 Epoch 56 Batch 837/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9727, Loss: 0.0206 Epoch 56 Batch 838/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0152 Epoch 56 Batch 839/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9780, Loss: 0.0126 Epoch 56 Batch 840/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9680, Loss: 0.0174 Epoch 56 Batch 841/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0279 Epoch 56 Batch 842/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9680, Loss: 0.0124 Epoch 56 Batch 843/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9716, Loss: 0.0095 Epoch 56 Batch 844/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9780, Loss: 0.0163 Epoch 56 Batch 845/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9776, Loss: 0.0120 Epoch 56 Batch 846/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9801, Loss: 0.0207 Epoch 56 Batch 847/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9801, Loss: 0.0183 Epoch 56 Batch 848/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9801, Loss: 0.0169 Epoch 56 Batch 849/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9794, Loss: 0.0087 Epoch 56 Batch 850/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9773, Loss: 0.0223 Epoch 56 Batch 851/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9773, Loss: 0.0241 Epoch 56 Batch 852/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9727, Loss: 0.0177 Epoch 56 Batch 853/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9727, Loss: 0.0150 Epoch 56 Batch 854/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9751, Loss: 0.0148 Epoch 56 Batch 855/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9695, Loss: 0.0162 Epoch 56 Batch 856/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9695, Loss: 0.0173 Epoch 56 Batch 857/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9695, Loss: 0.0117 Epoch 56 Batch 858/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9695, Loss: 0.0083 Epoch 56 Batch 859/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9656, Loss: 0.0155 Epoch 56 Batch 860/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9656, Loss: 0.0143 Epoch 56 Batch 861/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9677, Loss: 0.0128 Epoch 56 Batch 862/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9695, Loss: 0.0184 Epoch 56 Batch 863/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9695, Loss: 0.0121 Epoch 56 Batch 864/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9592, Loss: 0.0163 Epoch 56 Batch 865/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0170 Epoch 56 Batch 866/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0194 Epoch 56 Batch 867/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9684, Loss: 0.0496 Epoch 56 Batch 868/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0177 Epoch 56 Batch 869/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9641, Loss: 0.0120 Epoch 56 Batch 870/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9666, Loss: 0.0131 Epoch 56 Batch 871/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9602, Loss: 0.0134 Epoch 56 Batch 872/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0127 Epoch 56 Batch 873/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0192 Epoch 56 Batch 874/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9627, Loss: 0.0196 Epoch 56 Batch 875/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9645, Loss: 0.0142 Epoch 56 Batch 876/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9641, Loss: 0.0138 Epoch 56 Batch 877/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9641, Loss: 0.0118 Epoch 56 Batch 878/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9691, Loss: 0.0108 Epoch 56 Batch 879/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9698, Loss: 0.0097 Epoch 56 Batch 880/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9624, Loss: 0.0162 Epoch 56 Batch 881/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9645, Loss: 0.0146 Epoch 56 Batch 882/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9659, Loss: 0.0140 Epoch 56 Batch 883/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9684, Loss: 0.0214 Epoch 56 Batch 884/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0188 Epoch 56 Batch 885/1077 - Train Accuracy: 0.9869, Validation Accuracy: 0.9688, Loss: 0.0097 Epoch 56 Batch 886/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0183 Epoch 56 Batch 887/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9624, Loss: 0.0204 Epoch 56 Batch 888/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9638, Loss: 0.0203 Epoch 56 Batch 889/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9588, Loss: 0.0150 Epoch 56 Batch 890/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9588, Loss: 0.0168 Epoch 56 Batch 891/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0140 Epoch 56 Batch 892/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9616, Loss: 0.0137 Epoch 56 Batch 893/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9613, Loss: 0.0136 Epoch 56 Batch 894/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9585, Loss: 0.0128 Epoch 56 Batch 895/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0119 Epoch 56 Batch 896/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9602, Loss: 0.0151 Epoch 56 Batch 897/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9556, Loss: 0.0132 Epoch 56 Batch 898/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9556, Loss: 0.0189 Epoch 56 Batch 899/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0216 Epoch 56 Batch 900/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0182 Epoch 56 Batch 901/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9698, Loss: 0.0278 Epoch 56 Batch 902/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9698, Loss: 0.0185 Epoch 56 Batch 903/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9716, Loss: 0.0144 Epoch 56 Batch 904/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9716, Loss: 0.0128 Epoch 56 Batch 905/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0114 Epoch 56 Batch 906/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9670, Loss: 0.0114 Epoch 56 Batch 907/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9670, Loss: 0.0175 Epoch 56 Batch 908/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0164 Epoch 56 Batch 909/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9698, Loss: 0.0175 Epoch 56 Batch 910/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9712, Loss: 0.0194 Epoch 56 Batch 911/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9759, Loss: 0.0178 Epoch 56 Batch 912/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9712, Loss: 0.0167 Epoch 56 Batch 913/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9730, Loss: 0.0169 Epoch 56 Batch 914/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9730, Loss: 0.0486 Epoch 56 Batch 915/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9730, Loss: 0.0134 Epoch 56 Batch 916/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9677, Loss: 0.0151 Epoch 56 Batch 917/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9659, Loss: 0.0185 Epoch 56 Batch 918/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9616, Loss: 0.0140 Epoch 56 Batch 919/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9616, Loss: 0.0105 Epoch 56 Batch 920/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9592, Loss: 0.0102 Epoch 56 Batch 921/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9570, Loss: 0.0173 Epoch 56 Batch 922/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0114 Epoch 56 Batch 923/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9570, Loss: 0.0092 Epoch 56 Batch 924/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9641, Loss: 0.0218 Epoch 56 Batch 925/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9641, Loss: 0.0149 Epoch 56 Batch 926/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0144 Epoch 56 Batch 927/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0226 Epoch 56 Batch 928/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0179 Epoch 56 Batch 929/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9570, Loss: 0.0130 Epoch 56 Batch 930/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0110 Epoch 56 Batch 931/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9616, Loss: 0.0142 Epoch 56 Batch 932/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9616, Loss: 0.0118 Epoch 56 Batch 933/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9616, Loss: 0.0143 Epoch 56 Batch 934/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0129 Epoch 56 Batch 935/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9606, Loss: 0.0093 Epoch 56 Batch 936/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9634, Loss: 0.0197 Epoch 56 Batch 937/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9734, Loss: 0.0213 Epoch 56 Batch 938/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9691, Loss: 0.0189 Epoch 56 Batch 939/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9737, Loss: 0.0209 Epoch 56 Batch 940/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9691, Loss: 0.0139 Epoch 56 Batch 941/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9755, Loss: 0.0121 Epoch 56 Batch 942/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9755, Loss: 0.0193 Epoch 56 Batch 943/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9705, Loss: 0.0091 Epoch 56 Batch 944/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9705, Loss: 0.0156 Epoch 56 Batch 945/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9659, Loss: 0.0104 Epoch 56 Batch 946/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9609, Loss: 0.0104 Epoch 56 Batch 947/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9609, Loss: 0.0145 Epoch 56 Batch 948/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0205 Epoch 56 Batch 949/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9609, Loss: 0.0162 Epoch 56 Batch 950/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9656, Loss: 0.0144 Epoch 56 Batch 951/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9702, Loss: 0.0160 Epoch 56 Batch 952/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9702, Loss: 0.0071 Epoch 56 Batch 953/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9705, Loss: 0.0135 Epoch 56 Batch 954/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9705, Loss: 0.0216 Epoch 56 Batch 955/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9709, Loss: 0.0166 Epoch 56 Batch 956/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9730, Loss: 0.0167 Epoch 56 Batch 957/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9730, Loss: 0.0080 Epoch 56 Batch 958/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9680, Loss: 0.0206 Epoch 56 Batch 959/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9680, Loss: 0.0179 Epoch 56 Batch 960/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9680, Loss: 0.0146 Epoch 56 Batch 961/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9680, Loss: 0.0112 Epoch 56 Batch 962/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0181 Epoch 56 Batch 963/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9727, Loss: 0.0190 Epoch 56 Batch 964/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9723, Loss: 0.0133 Epoch 56 Batch 965/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9631, Loss: 0.0251 Epoch 56 Batch 966/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9563, Loss: 0.0143 Epoch 56 Batch 967/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0195 Epoch 56 Batch 968/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9659, Loss: 0.0212 Epoch 56 Batch 969/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9656, Loss: 0.0178 Epoch 56 Batch 970/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9656, Loss: 0.0150 Epoch 56 Batch 971/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9656, Loss: 0.0178 Epoch 56 Batch 972/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9648, Loss: 0.0164 Epoch 56 Batch 973/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9698, Loss: 0.0085 Epoch 56 Batch 974/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9652, Loss: 0.0129 Epoch 56 Batch 975/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9652, Loss: 0.0143 Epoch 56 Batch 976/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9652, Loss: 0.0107 Epoch 56 Batch 977/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9656, Loss: 0.0078 Epoch 56 Batch 978/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0171 Epoch 56 Batch 979/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9570, Loss: 0.0159 Epoch 56 Batch 980/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0154 Epoch 56 Batch 981/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9620, Loss: 0.0236 Epoch 56 Batch 982/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9616, Loss: 0.0148 Epoch 56 Batch 983/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0152 Epoch 56 Batch 984/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9609, Loss: 0.0187 Epoch 56 Batch 985/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9613, Loss: 0.0113 Epoch 56 Batch 986/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9613, Loss: 0.0138 Epoch 56 Batch 987/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0114 Epoch 56 Batch 988/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9577, Loss: 0.0151 Epoch 56 Batch 989/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9560, Loss: 0.0146 Epoch 56 Batch 990/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9510, Loss: 0.0143 Epoch 56 Batch 991/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9407, Loss: 0.0147 Epoch 56 Batch 992/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9322, Loss: 0.0153 Epoch 56 Batch 993/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9322, Loss: 0.0135 Epoch 56 Batch 994/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9350, Loss: 0.0143 Epoch 56 Batch 995/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9421, Loss: 0.0095 Epoch 56 Batch 996/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9467, Loss: 0.0145 Epoch 56 Batch 997/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9467, Loss: 0.0142 Epoch 56 Batch 998/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9517, Loss: 0.0137 Epoch 56 Batch 999/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9517, Loss: 0.0149 Epoch 56 Batch 1000/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0150 Epoch 56 Batch 1001/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9467, Loss: 0.0114 Epoch 56 Batch 1002/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9464, Loss: 0.0082 Epoch 56 Batch 1003/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0173 Epoch 56 Batch 1004/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9517, Loss: 0.0134 Epoch 56 Batch 1005/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9418, Loss: 0.0157 Epoch 56 Batch 1006/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9418, Loss: 0.0143 Epoch 56 Batch 1007/1077 - Train Accuracy: 0.9970, Validation Accuracy: 0.9396, Loss: 0.0091 Epoch 56 Batch 1008/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9439, Loss: 0.0159 Epoch 56 Batch 1009/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9237, Loss: 0.0109 Epoch 56 Batch 1010/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9322, Loss: 0.0125 Epoch 56 Batch 1011/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9371, Loss: 0.0138 Epoch 56 Batch 1012/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9371, Loss: 0.0107 Epoch 56 Batch 1013/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9517, Loss: 0.0101 Epoch 56 Batch 1014/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9538, Loss: 0.0154 Epoch 56 Batch 1015/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0158 Epoch 56 Batch 1016/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9535, Loss: 0.0124 Epoch 56 Batch 1017/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9585, Loss: 0.0140 Epoch 56 Batch 1018/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9616, Loss: 0.0208 Epoch 56 Batch 1019/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9638, Loss: 0.0243 Epoch 56 Batch 1020/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9638, Loss: 0.0108 Epoch 56 Batch 1021/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9588, Loss: 0.0133 Epoch 56 Batch 1022/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9585, Loss: 0.0117 Epoch 56 Batch 1023/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9634, Loss: 0.0182 Epoch 56 Batch 1024/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9698, Loss: 0.0198 Epoch 56 Batch 1025/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9652, Loss: 0.0166 Epoch 56 Batch 1026/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9634, Loss: 0.0172 Epoch 56 Batch 1027/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9680, Loss: 0.0140 Epoch 56 Batch 1028/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9680, Loss: 0.0144 Epoch 56 Batch 1029/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9730, Loss: 0.0163 Epoch 56 Batch 1030/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9663, Loss: 0.0143 Epoch 56 Batch 1031/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9609, Loss: 0.0167 Epoch 56 Batch 1032/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9606, Loss: 0.0187 Epoch 56 Batch 1033/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9606, Loss: 0.0169 Epoch 56 Batch 1034/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9712, Loss: 0.0138 Epoch 56 Batch 1035/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9712, Loss: 0.0115 Epoch 56 Batch 1036/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9709, Loss: 0.0206 Epoch 56 Batch 1037/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9663, Loss: 0.0138 Epoch 56 Batch 1038/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9592, Loss: 0.0170 Epoch 56 Batch 1039/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9592, Loss: 0.0163 Epoch 56 Batch 1040/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9570, Loss: 0.0156 Epoch 56 Batch 1041/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9549, Loss: 0.0230 Epoch 56 Batch 1042/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9499, Loss: 0.0126 Epoch 56 Batch 1043/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0207 Epoch 56 Batch 1044/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9680, Loss: 0.0153 Epoch 56 Batch 1045/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9680, Loss: 0.0171 Epoch 56 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0104 Epoch 56 Batch 1047/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9609, Loss: 0.0104 Epoch 56 Batch 1048/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9609, Loss: 0.0178 Epoch 56 Batch 1049/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0135 Epoch 56 Batch 1050/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9638, Loss: 0.0116 Epoch 56 Batch 1051/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9702, Loss: 0.0198 Epoch 56 Batch 1052/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9702, Loss: 0.0132 Epoch 56 Batch 1053/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9652, Loss: 0.0184 Epoch 56 Batch 1054/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9673, Loss: 0.0130 Epoch 56 Batch 1055/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9673, Loss: 0.0144 Epoch 56 Batch 1056/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9723, Loss: 0.0098 Epoch 56 Batch 1057/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9723, Loss: 0.0156 Epoch 56 Batch 1058/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9673, Loss: 0.0177 Epoch 56 Batch 1059/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9677, Loss: 0.0160 Epoch 56 Batch 1060/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9677, Loss: 0.0111 Epoch 56 Batch 1061/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9677, Loss: 0.0199 Epoch 56 Batch 1062/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9723, Loss: 0.0191 Epoch 56 Batch 1063/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9723, Loss: 0.0198 Epoch 56 Batch 1064/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9723, Loss: 0.0184 Epoch 56 Batch 1065/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9748, Loss: 0.0147 Epoch 56 Batch 1066/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9748, Loss: 0.0129 Epoch 56 Batch 1067/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9716, Loss: 0.0127 Epoch 56 Batch 1068/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9737, Loss: 0.0107 Epoch 56 Batch 1069/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9737, Loss: 0.0101 Epoch 56 Batch 1070/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9737, Loss: 0.0161 Epoch 56 Batch 1071/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9741, Loss: 0.0159 Epoch 56 Batch 1072/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9751, Loss: 0.0139 Epoch 56 Batch 1073/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9648, Loss: 0.0190 Epoch 56 Batch 1074/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9648, Loss: 0.0174 Epoch 56 Batch 1075/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9702, Loss: 0.0165 Epoch 57 Batch 1/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9702, Loss: 0.0100 Epoch 57 Batch 2/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9751, Loss: 0.0139 Epoch 57 Batch 3/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9751, Loss: 0.0201 Epoch 57 Batch 4/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9751, Loss: 0.0120 Epoch 57 Batch 5/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9751, Loss: 0.0215 Epoch 57 Batch 6/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9709, Loss: 0.0119 Epoch 57 Batch 7/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9709, Loss: 0.0136 Epoch 57 Batch 8/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9659, Loss: 0.0167 Epoch 57 Batch 9/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9659, Loss: 0.0127 Epoch 57 Batch 10/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9659, Loss: 0.0158 Epoch 57 Batch 11/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9659, Loss: 0.0220 Epoch 57 Batch 12/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9656, Loss: 0.0092 Epoch 57 Batch 13/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9659, Loss: 0.0191 Epoch 57 Batch 14/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9702, Loss: 0.0128 Epoch 57 Batch 15/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9727, Loss: 0.0133 Epoch 57 Batch 16/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9627, Loss: 0.0143 Epoch 57 Batch 17/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9627, Loss: 0.0140 Epoch 57 Batch 18/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9627, Loss: 0.0122 Epoch 57 Batch 19/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0133 Epoch 57 Batch 20/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0114 Epoch 57 Batch 21/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0180 Epoch 57 Batch 22/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0142 Epoch 57 Batch 23/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9585, Loss: 0.0114 Epoch 57 Batch 24/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0205 Epoch 57 Batch 25/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9585, Loss: 0.0101 Epoch 57 Batch 26/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9688, Loss: 0.0196 Epoch 57 Batch 27/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0112 Epoch 57 Batch 28/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9730, Loss: 0.0149 Epoch 57 Batch 29/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9748, Loss: 0.0131 Epoch 57 Batch 30/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9748, Loss: 0.0097 Epoch 57 Batch 31/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9748, Loss: 0.0143 Epoch 57 Batch 32/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9748, Loss: 0.0153 Epoch 57 Batch 33/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9748, Loss: 0.0105 Epoch 57 Batch 34/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9748, Loss: 0.0182 Epoch 57 Batch 35/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9748, Loss: 0.0190 Epoch 57 Batch 36/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9744, Loss: 0.0099 Epoch 57 Batch 37/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9748, Loss: 0.0181 Epoch 57 Batch 38/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9748, Loss: 0.0217 Epoch 57 Batch 39/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9712, Loss: 0.0159 Epoch 57 Batch 40/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9709, Loss: 0.0126 Epoch 57 Batch 41/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9712, Loss: 0.0115 Epoch 57 Batch 42/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9709, Loss: 0.0210 Epoch 57 Batch 43/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9663, Loss: 0.0065 Epoch 57 Batch 44/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9663, Loss: 0.0093 Epoch 57 Batch 45/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9599, Loss: 0.0125 Epoch 57 Batch 46/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9606, Loss: 0.0171 Epoch 57 Batch 47/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9606, Loss: 0.0150 Epoch 57 Batch 48/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9652, Loss: 0.0202 Epoch 57 Batch 49/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9684, Loss: 0.0233 Epoch 57 Batch 50/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9684, Loss: 0.0149 Epoch 57 Batch 51/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9684, Loss: 0.0146 Epoch 57 Batch 52/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9616, Loss: 0.0181 Epoch 57 Batch 53/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9620, Loss: 0.0137 Epoch 57 Batch 54/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9620, Loss: 0.0287 Epoch 57 Batch 55/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9531, Loss: 0.0114 Epoch 57 Batch 56/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0138 Epoch 57 Batch 57/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9663, Loss: 0.0163 Epoch 57 Batch 58/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9616, Loss: 0.0123 Epoch 57 Batch 59/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9616, Loss: 0.0206 Epoch 57 Batch 60/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9570, Loss: 0.0098 Epoch 57 Batch 61/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0149 Epoch 57 Batch 62/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9595, Loss: 0.0193 Epoch 57 Batch 63/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9641, Loss: 0.0120 Epoch 57 Batch 64/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9616, Loss: 0.0114 Epoch 57 Batch 65/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9616, Loss: 0.0129 Epoch 57 Batch 66/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0088 Epoch 57 Batch 67/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9616, Loss: 0.0149 Epoch 57 Batch 68/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9616, Loss: 0.0203 Epoch 57 Batch 69/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9627, Loss: 0.0230 Epoch 57 Batch 70/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9673, Loss: 0.0236 Epoch 57 Batch 71/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9673, Loss: 0.0118 Epoch 57 Batch 72/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9563, Loss: 0.0160 Epoch 57 Batch 73/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9560, Loss: 0.0132 Epoch 57 Batch 74/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0149 Epoch 57 Batch 75/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9553, Loss: 0.0268 Epoch 57 Batch 76/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0117 Epoch 57 Batch 77/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0146 Epoch 57 Batch 78/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9553, Loss: 0.0148 Epoch 57 Batch 79/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9503, Loss: 0.0119 Epoch 57 Batch 80/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9602, Loss: 0.0149 Epoch 57 Batch 81/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9641, Loss: 0.0112 Epoch 57 Batch 82/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9755, Loss: 0.0151 Epoch 57 Batch 83/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9759, Loss: 0.0128 Epoch 57 Batch 84/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9759, Loss: 0.0159 Epoch 57 Batch 85/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9759, Loss: 0.0145 Epoch 57 Batch 86/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9709, Loss: 0.0136 Epoch 57 Batch 87/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9638, Loss: 0.0207 Epoch 57 Batch 88/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9595, Loss: 0.0185 Epoch 57 Batch 89/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9645, Loss: 0.0128 Epoch 57 Batch 90/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9648, Loss: 0.0107 Epoch 57 Batch 91/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0142 Epoch 57 Batch 92/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9648, Loss: 0.0172 Epoch 57 Batch 93/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9585, Loss: 0.0156 Epoch 57 Batch 94/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0167 Epoch 57 Batch 95/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9577, Loss: 0.0132 Epoch 57 Batch 96/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9599, Loss: 0.0152 Epoch 57 Batch 97/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9599, Loss: 0.0186 Epoch 57 Batch 98/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9599, Loss: 0.0229 Epoch 57 Batch 99/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0117 Epoch 57 Batch 100/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9641, Loss: 0.0126 Epoch 57 Batch 101/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9592, Loss: 0.0172 Epoch 57 Batch 102/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9570, Loss: 0.0104 Epoch 57 Batch 103/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9577, Loss: 0.0211 Epoch 57 Batch 104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9602, Loss: 0.0203 Epoch 57 Batch 105/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0142 Epoch 57 Batch 106/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9599, Loss: 0.0177 Epoch 57 Batch 107/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9599, Loss: 0.0165 Epoch 57 Batch 108/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9648, Loss: 0.0213 Epoch 57 Batch 109/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9620, Loss: 0.0141 Epoch 57 Batch 110/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9616, Loss: 0.0119 Epoch 57 Batch 111/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0119 Epoch 57 Batch 112/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9535, Loss: 0.0117 Epoch 57 Batch 113/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0217 Epoch 57 Batch 114/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9609, Loss: 0.0124 Epoch 57 Batch 115/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0136 Epoch 57 Batch 116/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0267 Epoch 57 Batch 117/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9652, Loss: 0.0150 Epoch 57 Batch 118/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9570, Loss: 0.0115 Epoch 57 Batch 119/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0111 Epoch 57 Batch 120/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9606, Loss: 0.0243 Epoch 57 Batch 121/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9656, Loss: 0.0205 Epoch 57 Batch 122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9663, Loss: 0.0162 Epoch 57 Batch 123/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0099 Epoch 57 Batch 124/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9705, Loss: 0.0216 Epoch 57 Batch 125/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9737, Loss: 0.0272 Epoch 57 Batch 126/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9737, Loss: 0.0157 Epoch 57 Batch 127/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9620, Loss: 0.0194 Epoch 57 Batch 128/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9538, Loss: 0.0149 Epoch 57 Batch 129/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9513, Loss: 0.0177 Epoch 57 Batch 130/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9588, Loss: 0.0134 Epoch 57 Batch 131/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9567, Loss: 0.0185 Epoch 57 Batch 132/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9563, Loss: 0.0123 Epoch 57 Batch 133/1077 - Train Accuracy: 0.9971, Validation Accuracy: 0.9482, Loss: 0.0097 Epoch 57 Batch 134/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9446, Loss: 0.0128 Epoch 57 Batch 135/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9538, Loss: 0.0214 Epoch 57 Batch 136/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9560, Loss: 0.0127 Epoch 57 Batch 137/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9556, Loss: 0.0166 Epoch 57 Batch 138/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9542, Loss: 0.0191 Epoch 57 Batch 139/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9549, Loss: 0.0174 Epoch 57 Batch 140/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9553, Loss: 0.0126 Epoch 57 Batch 141/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0114 Epoch 57 Batch 142/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9602, Loss: 0.0159 Epoch 57 Batch 143/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0149 Epoch 57 Batch 144/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9599, Loss: 0.0220 Epoch 57 Batch 145/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9599, Loss: 0.0150 Epoch 57 Batch 146/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9570, Loss: 0.0515 Epoch 57 Batch 147/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0120 Epoch 57 Batch 148/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9641, Loss: 0.0213 Epoch 57 Batch 149/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9588, Loss: 0.0116 Epoch 57 Batch 150/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9613, Loss: 0.0164 Epoch 57 Batch 151/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9663, Loss: 0.0138 Epoch 57 Batch 152/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9663, Loss: 0.0176 Epoch 57 Batch 153/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9581, Loss: 0.0250 Epoch 57 Batch 154/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9510, Loss: 0.0119 Epoch 57 Batch 155/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9485, Loss: 0.0143 Epoch 57 Batch 156/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0128 Epoch 57 Batch 157/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0126 Epoch 57 Batch 158/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0159 Epoch 57 Batch 159/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0153 Epoch 57 Batch 160/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9638, Loss: 0.0139 Epoch 57 Batch 161/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9659, Loss: 0.0097 Epoch 57 Batch 162/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9613, Loss: 0.0117 Epoch 57 Batch 163/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9613, Loss: 0.0210 Epoch 57 Batch 164/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0130 Epoch 57 Batch 165/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9638, Loss: 0.0185 Epoch 57 Batch 166/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9702, Loss: 0.0148 Epoch 57 Batch 167/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9698, Loss: 0.0112 Epoch 57 Batch 168/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9698, Loss: 0.0235 Epoch 57 Batch 169/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9702, Loss: 0.0120 Epoch 57 Batch 170/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0156 Epoch 57 Batch 171/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9616, Loss: 0.0140 Epoch 57 Batch 172/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9616, Loss: 0.0136 Epoch 57 Batch 173/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9616, Loss: 0.0219 Epoch 57 Batch 174/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9613, Loss: 0.0070 Epoch 57 Batch 175/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0203 Epoch 57 Batch 176/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9648, Loss: 0.0163 Epoch 57 Batch 177/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9627, Loss: 0.0118 Epoch 57 Batch 178/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9627, Loss: 0.0143 Epoch 57 Batch 179/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9673, Loss: 0.0176 Epoch 57 Batch 180/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0112 Epoch 57 Batch 181/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0159 Epoch 57 Batch 182/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9677, Loss: 0.0206 Epoch 57 Batch 183/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9695, Loss: 0.0140 Epoch 57 Batch 184/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9695, Loss: 0.0162 Epoch 57 Batch 185/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9673, Loss: 0.0165 Epoch 57 Batch 186/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9673, Loss: 0.0173 Epoch 57 Batch 187/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9673, Loss: 0.0112 Epoch 57 Batch 188/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0153 Epoch 57 Batch 189/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0135 Epoch 57 Batch 190/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9627, Loss: 0.0144 Epoch 57 Batch 191/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9631, Loss: 0.0110 Epoch 57 Batch 192/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9585, Loss: 0.0157 Epoch 57 Batch 193/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9631, Loss: 0.0109 Epoch 57 Batch 194/1077 - Train Accuracy: 0.9989, Validation Accuracy: 0.9592, Loss: 0.0114 Epoch 57 Batch 195/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9588, Loss: 0.0142 Epoch 57 Batch 196/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9592, Loss: 0.0113 Epoch 57 Batch 197/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9702, Loss: 0.0161 Epoch 57 Batch 198/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9680, Loss: 0.0185 Epoch 57 Batch 199/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9680, Loss: 0.0117 Epoch 57 Batch 200/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9680, Loss: 0.0178 Epoch 57 Batch 201/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9680, Loss: 0.0152 Epoch 57 Batch 202/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0096 Epoch 57 Batch 203/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9723, Loss: 0.0186 Epoch 57 Batch 204/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9723, Loss: 0.0259 Epoch 57 Batch 205/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9695, Loss: 0.0213 Epoch 57 Batch 206/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9695, Loss: 0.0132 Epoch 57 Batch 207/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9695, Loss: 0.0126 Epoch 57 Batch 208/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9695, Loss: 0.0135 Epoch 57 Batch 209/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9695, Loss: 0.0098 Epoch 57 Batch 210/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9719, Loss: 0.0131 Epoch 57 Batch 211/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9766, Loss: 0.0104 Epoch 57 Batch 212/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9766, Loss: 0.0109 Epoch 57 Batch 213/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9766, Loss: 0.0114 Epoch 57 Batch 214/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9769, Loss: 0.0152 Epoch 57 Batch 215/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9773, Loss: 0.0174 Epoch 57 Batch 216/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0134 Epoch 57 Batch 217/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9727, Loss: 0.0085 Epoch 57 Batch 218/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9727, Loss: 0.0169 Epoch 57 Batch 219/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9723, Loss: 0.0098 Epoch 57 Batch 220/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9723, Loss: 0.0150 Epoch 57 Batch 221/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9719, Loss: 0.0124 Epoch 57 Batch 222/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9673, Loss: 0.0136 Epoch 57 Batch 223/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9666, Loss: 0.0134 Epoch 57 Batch 224/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9666, Loss: 0.0090 Epoch 57 Batch 225/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9602, Loss: 0.0202 Epoch 57 Batch 226/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9648, Loss: 0.0149 Epoch 57 Batch 227/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9549, Loss: 0.0167 Epoch 57 Batch 228/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9549, Loss: 0.0132 Epoch 57 Batch 229/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9535, Loss: 0.0126 Epoch 57 Batch 230/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0129 Epoch 57 Batch 231/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0171 Epoch 57 Batch 232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9648, Loss: 0.0123 Epoch 57 Batch 233/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0193 Epoch 57 Batch 234/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9638, Loss: 0.0123 Epoch 57 Batch 235/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 57 Batch 236/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9634, Loss: 0.0134 Epoch 57 Batch 237/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0146 Epoch 57 Batch 238/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0119 Epoch 57 Batch 239/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9652, Loss: 0.0103 Epoch 57 Batch 240/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9677, Loss: 0.0113 Epoch 57 Batch 241/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9677, Loss: 0.0076 Epoch 57 Batch 242/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0127 Epoch 57 Batch 243/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9627, Loss: 0.0192 Epoch 57 Batch 244/1077 - Train Accuracy: 0.9822, Validation Accuracy: 0.9627, Loss: 0.0126 Epoch 57 Batch 245/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9631, Loss: 0.0118 Epoch 57 Batch 246/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9606, Loss: 0.0136 Epoch 57 Batch 247/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9656, Loss: 0.0188 Epoch 57 Batch 248/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0103 Epoch 57 Batch 249/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9631, Loss: 0.0129 Epoch 57 Batch 250/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9627, Loss: 0.0188 Epoch 57 Batch 251/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9634, Loss: 0.0218 Epoch 57 Batch 252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0159 Epoch 57 Batch 253/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9627, Loss: 0.0200 Epoch 57 Batch 254/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0192 Epoch 57 Batch 255/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9751, Loss: 0.0157 Epoch 57 Batch 256/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9826, Loss: 0.0288 Epoch 57 Batch 257/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9705, Loss: 0.0123 Epoch 57 Batch 258/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0140 Epoch 57 Batch 259/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9652, Loss: 0.0140 Epoch 57 Batch 260/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9656, Loss: 0.0088 Epoch 57 Batch 261/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0199 Epoch 57 Batch 262/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0152 Epoch 57 Batch 263/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9592, Loss: 0.0125 Epoch 57 Batch 264/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9542, Loss: 0.0123 Epoch 57 Batch 265/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0117 Epoch 57 Batch 266/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9666, Loss: 0.0160 Epoch 57 Batch 267/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9648, Loss: 0.0101 Epoch 57 Batch 268/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9648, Loss: 0.0216 Epoch 57 Batch 269/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9648, Loss: 0.0191 Epoch 57 Batch 270/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0221 Epoch 57 Batch 271/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0122 Epoch 57 Batch 272/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9606, Loss: 0.0375 Epoch 57 Batch 273/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0116 Epoch 57 Batch 274/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9503, Loss: 0.0144 Epoch 57 Batch 275/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9503, Loss: 0.0132 Epoch 57 Batch 276/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9499, Loss: 0.0251 Epoch 57 Batch 277/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9499, Loss: 0.0118 Epoch 57 Batch 278/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9499, Loss: 0.0163 Epoch 57 Batch 279/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9499, Loss: 0.0161 Epoch 57 Batch 280/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9545, Loss: 0.0170 Epoch 57 Batch 281/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9592, Loss: 0.0153 Epoch 57 Batch 282/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0208 Epoch 57 Batch 283/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0154 Epoch 57 Batch 284/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0140 Epoch 57 Batch 285/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9592, Loss: 0.0150 Epoch 57 Batch 286/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9592, Loss: 0.0128 Epoch 57 Batch 287/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9563, Loss: 0.0238 Epoch 57 Batch 288/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0228 Epoch 57 Batch 289/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9599, Loss: 0.0120 Epoch 57 Batch 290/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9595, Loss: 0.0272 Epoch 57 Batch 291/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9620, Loss: 0.0248 Epoch 57 Batch 292/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9663, Loss: 0.0137 Epoch 57 Batch 293/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9709, Loss: 0.0132 Epoch 57 Batch 294/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9666, Loss: 0.0142 Epoch 57 Batch 295/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9666, Loss: 0.0174 Epoch 57 Batch 296/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9666, Loss: 0.0173 Epoch 57 Batch 297/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9560, Loss: 0.0175 Epoch 57 Batch 298/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9677, Loss: 0.0204 Epoch 57 Batch 299/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9581, Loss: 0.0137 Epoch 57 Batch 300/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9631, Loss: 0.0115 Epoch 57 Batch 301/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9627, Loss: 0.0128 Epoch 57 Batch 302/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0185 Epoch 57 Batch 303/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9616, Loss: 0.0258 Epoch 57 Batch 304/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9620, Loss: 0.0179 Epoch 57 Batch 305/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9574, Loss: 0.0140 Epoch 57 Batch 306/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9574, Loss: 0.0243 Epoch 57 Batch 307/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9549, Loss: 0.0208 Epoch 57 Batch 308/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9545, Loss: 0.0160 Epoch 57 Batch 309/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9528, Loss: 0.0130 Epoch 57 Batch 310/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0140 Epoch 57 Batch 311/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9556, Loss: 0.0140 Epoch 57 Batch 312/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0176 Epoch 57 Batch 313/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9581, Loss: 0.0114 Epoch 57 Batch 314/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9581, Loss: 0.0222 Epoch 57 Batch 315/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9556, Loss: 0.0147 Epoch 57 Batch 316/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9553, Loss: 0.0164 Epoch 57 Batch 317/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9556, Loss: 0.0140 Epoch 57 Batch 318/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9609, Loss: 0.0089 Epoch 57 Batch 319/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9567, Loss: 0.0184 Epoch 57 Batch 320/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0231 Epoch 57 Batch 321/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9574, Loss: 0.0123 Epoch 57 Batch 322/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0101 Epoch 57 Batch 323/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9570, Loss: 0.0149 Epoch 57 Batch 324/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9521, Loss: 0.0156 Epoch 57 Batch 325/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9563, Loss: 0.0181 Epoch 57 Batch 326/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9563, Loss: 0.0150 Epoch 57 Batch 327/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9542, Loss: 0.0198 Epoch 57 Batch 328/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0164 Epoch 57 Batch 329/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9616, Loss: 0.0134 Epoch 57 Batch 330/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9588, Loss: 0.0120 Epoch 57 Batch 331/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0136 Epoch 57 Batch 332/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9609, Loss: 0.0087 Epoch 57 Batch 333/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0160 Epoch 57 Batch 334/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9496, Loss: 0.0114 Epoch 57 Batch 335/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9517, Loss: 0.0172 Epoch 57 Batch 336/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9521, Loss: 0.0531 Epoch 57 Batch 337/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9474, Loss: 0.0173 Epoch 57 Batch 338/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9425, Loss: 0.0213 Epoch 57 Batch 339/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9567, Loss: 0.0097 Epoch 57 Batch 340/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9567, Loss: 0.0138 Epoch 57 Batch 341/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0189 Epoch 57 Batch 342/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9620, Loss: 0.0103 Epoch 57 Batch 343/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0177 Epoch 57 Batch 344/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9641, Loss: 0.0180 Epoch 57 Batch 345/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9577, Loss: 0.0096 Epoch 57 Batch 346/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9499, Loss: 0.0137 Epoch 57 Batch 347/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9528, Loss: 0.0094 Epoch 57 Batch 348/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9467, Loss: 0.0120 Epoch 57 Batch 349/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9453, Loss: 0.0123 Epoch 57 Batch 350/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0133 Epoch 57 Batch 351/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9407, Loss: 0.0137 Epoch 57 Batch 352/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9407, Loss: 0.0125 Epoch 57 Batch 353/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9467, Loss: 0.0190 Epoch 57 Batch 354/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9517, Loss: 0.0157 Epoch 57 Batch 355/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9563, Loss: 0.0148 Epoch 57 Batch 356/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9496, Loss: 0.0125 Epoch 57 Batch 357/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9553, Loss: 0.0149 Epoch 57 Batch 358/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9535, Loss: 0.0163 Epoch 57 Batch 359/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9499, Loss: 0.0138 Epoch 57 Batch 360/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9553, Loss: 0.0127 Epoch 57 Batch 361/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9553, Loss: 0.0111 Epoch 57 Batch 362/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9503, Loss: 0.0145 Epoch 57 Batch 363/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9524, Loss: 0.0163 Epoch 57 Batch 364/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9474, Loss: 0.0212 Epoch 57 Batch 365/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9453, Loss: 0.0082 Epoch 57 Batch 366/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9499, Loss: 0.0115 Epoch 57 Batch 367/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0092 Epoch 57 Batch 368/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0191 Epoch 57 Batch 369/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9450, Loss: 0.0141 Epoch 57 Batch 370/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9492, Loss: 0.0141 Epoch 57 Batch 371/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9492, Loss: 0.0128 Epoch 57 Batch 372/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9464, Loss: 0.0128 Epoch 57 Batch 373/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9513, Loss: 0.0097 Epoch 57 Batch 374/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0167 Epoch 57 Batch 375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9474, Loss: 0.0121 Epoch 57 Batch 376/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9474, Loss: 0.0166 Epoch 57 Batch 377/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0153 Epoch 57 Batch 378/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9471, Loss: 0.0123 Epoch 57 Batch 379/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9471, Loss: 0.0207 Epoch 57 Batch 380/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9521, Loss: 0.0101 Epoch 57 Batch 381/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9474, Loss: 0.0141 Epoch 57 Batch 382/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9478, Loss: 0.0209 Epoch 57 Batch 383/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9528, Loss: 0.0149 Epoch 57 Batch 384/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9592, Loss: 0.0096 Epoch 57 Batch 385/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0093 Epoch 57 Batch 386/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9680, Loss: 0.0134 Epoch 57 Batch 387/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9680, Loss: 0.0116 Epoch 57 Batch 388/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9680, Loss: 0.0212 Epoch 57 Batch 389/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9656, Loss: 0.0157 Epoch 57 Batch 390/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0213 Epoch 57 Batch 391/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9659, Loss: 0.0138 Epoch 57 Batch 392/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0242 Epoch 57 Batch 393/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9606, Loss: 0.0131 Epoch 57 Batch 394/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0125 Epoch 57 Batch 395/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9563, Loss: 0.0128 Epoch 57 Batch 396/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9560, Loss: 0.0185 Epoch 57 Batch 397/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9560, Loss: 0.0174 Epoch 57 Batch 398/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9556, Loss: 0.0150 Epoch 57 Batch 399/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9517, Loss: 0.0153 Epoch 57 Batch 400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9606, Loss: 0.0135 Epoch 57 Batch 401/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9656, Loss: 0.0111 Epoch 57 Batch 402/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9656, Loss: 0.0114 Epoch 57 Batch 403/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0264 Epoch 57 Batch 404/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9613, Loss: 0.0164 Epoch 57 Batch 405/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0164 Epoch 57 Batch 406/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9613, Loss: 0.0133 Epoch 57 Batch 407/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9570, Loss: 0.0156 Epoch 57 Batch 408/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9570, Loss: 0.0232 Epoch 57 Batch 409/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9659, Loss: 0.0170 Epoch 57 Batch 410/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9659, Loss: 0.0282 Epoch 57 Batch 411/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9609, Loss: 0.0177 Epoch 57 Batch 412/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0129 Epoch 57 Batch 413/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9563, Loss: 0.0109 Epoch 57 Batch 414/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9563, Loss: 0.0150 Epoch 57 Batch 415/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9592, Loss: 0.0185 Epoch 57 Batch 416/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9592, Loss: 0.0111 Epoch 57 Batch 417/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9592, Loss: 0.0261 Epoch 57 Batch 418/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9588, Loss: 0.0118 Epoch 57 Batch 419/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9588, Loss: 0.0146 Epoch 57 Batch 420/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9588, Loss: 0.0089 Epoch 57 Batch 421/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9652, Loss: 0.0216 Epoch 57 Batch 422/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9592, Loss: 0.0115 Epoch 57 Batch 423/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0189 Epoch 57 Batch 424/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9592, Loss: 0.0146 Epoch 57 Batch 425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9592, Loss: 0.0094 Epoch 57 Batch 426/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9592, Loss: 0.0164 Epoch 57 Batch 427/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9570, Loss: 0.0131 Epoch 57 Batch 428/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9613, Loss: 0.0147 Epoch 57 Batch 429/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9588, Loss: 0.0091 Epoch 57 Batch 430/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9634, Loss: 0.0112 Epoch 57 Batch 431/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9641, Loss: 0.0117 Epoch 57 Batch 432/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0169 Epoch 57 Batch 433/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9641, Loss: 0.0165 Epoch 57 Batch 434/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9620, Loss: 0.0102 Epoch 57 Batch 435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9620, Loss: 0.0167 Epoch 57 Batch 436/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9620, Loss: 0.0135 Epoch 57 Batch 437/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0135 Epoch 57 Batch 438/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0104 Epoch 57 Batch 439/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9588, Loss: 0.0158 Epoch 57 Batch 440/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9592, Loss: 0.0172 Epoch 57 Batch 441/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9592, Loss: 0.0144 Epoch 57 Batch 442/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9595, Loss: 0.0183 Epoch 57 Batch 443/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9595, Loss: 0.0133 Epoch 57 Batch 444/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9595, Loss: 0.0156 Epoch 57 Batch 445/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9595, Loss: 0.0119 Epoch 57 Batch 446/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9595, Loss: 0.0122 Epoch 57 Batch 447/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9602, Loss: 0.0123 Epoch 57 Batch 448/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9602, Loss: 0.0168 Epoch 57 Batch 449/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9602, Loss: 0.0181 Epoch 57 Batch 450/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9595, Loss: 0.0202 Epoch 57 Batch 451/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9595, Loss: 0.0113 Epoch 57 Batch 452/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0149 Epoch 57 Batch 453/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9599, Loss: 0.0182 Epoch 57 Batch 454/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9592, Loss: 0.0248 Epoch 57 Batch 455/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9592, Loss: 0.0157 Epoch 57 Batch 456/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0201 Epoch 57 Batch 457/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9656, Loss: 0.0130 Epoch 57 Batch 458/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0165 Epoch 57 Batch 459/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9631, Loss: 0.0175 Epoch 57 Batch 460/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9680, Loss: 0.0152 Epoch 57 Batch 461/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9652, Loss: 0.0144 Epoch 57 Batch 462/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0144 Epoch 57 Batch 463/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9585, Loss: 0.0172 Epoch 57 Batch 464/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0161 Epoch 57 Batch 465/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9560, Loss: 0.0208 Epoch 57 Batch 466/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9599, Loss: 0.0124 Epoch 57 Batch 467/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9599, Loss: 0.0102 Epoch 57 Batch 468/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9627, Loss: 0.0113 Epoch 57 Batch 469/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0079 Epoch 57 Batch 470/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9627, Loss: 0.0137 Epoch 57 Batch 471/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9627, Loss: 0.0115 Epoch 57 Batch 472/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0138 Epoch 57 Batch 473/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0132 Epoch 57 Batch 474/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0128 Epoch 57 Batch 475/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9705, Loss: 0.0144 Epoch 57 Batch 476/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9702, Loss: 0.0142 Epoch 57 Batch 477/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9652, Loss: 0.0192 Epoch 57 Batch 478/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9702, Loss: 0.0148 Epoch 57 Batch 479/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9702, Loss: 0.0164 Epoch 57 Batch 480/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9677, Loss: 0.0118 Epoch 57 Batch 481/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9677, Loss: 0.0144 Epoch 57 Batch 482/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9588, Loss: 0.0159 Epoch 57 Batch 483/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9656, Loss: 0.0192 Epoch 57 Batch 484/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9688, Loss: 0.0162 Epoch 57 Batch 485/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9645, Loss: 0.0138 Epoch 57 Batch 486/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9645, Loss: 0.0129 Epoch 57 Batch 487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0113 Epoch 57 Batch 488/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9602, Loss: 0.0133 Epoch 57 Batch 489/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9457, Loss: 0.0126 Epoch 57 Batch 490/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9428, Loss: 0.0140 Epoch 57 Batch 491/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9428, Loss: 0.0220 Epoch 57 Batch 492/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9482, Loss: 0.0183 Epoch 57 Batch 493/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9482, Loss: 0.0116 Epoch 57 Batch 494/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9524, Loss: 0.0103 Epoch 57 Batch 495/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9574, Loss: 0.0161 Epoch 57 Batch 496/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9620, Loss: 0.0134 Epoch 57 Batch 497/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9620, Loss: 0.0173 Epoch 57 Batch 498/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9734, Loss: 0.0173 Epoch 57 Batch 499/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9734, Loss: 0.0122 Epoch 57 Batch 500/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0115 Epoch 57 Batch 501/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0143 Epoch 57 Batch 502/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0194 Epoch 57 Batch 503/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0126 Epoch 57 Batch 504/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9631, Loss: 0.0129 Epoch 57 Batch 505/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9677, Loss: 0.0094 Epoch 57 Batch 506/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9673, Loss: 0.0249 Epoch 57 Batch 507/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9677, Loss: 0.0165 Epoch 57 Batch 508/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9677, Loss: 0.0134 Epoch 57 Batch 509/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0201 Epoch 57 Batch 510/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9567, Loss: 0.0105 Epoch 57 Batch 511/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9563, Loss: 0.0157 Epoch 57 Batch 512/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0122 Epoch 57 Batch 513/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0171 Epoch 57 Batch 514/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9592, Loss: 0.0155 Epoch 57 Batch 515/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9595, Loss: 0.0114 Epoch 57 Batch 516/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9613, Loss: 0.0145 Epoch 57 Batch 517/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9599, Loss: 0.0187 Epoch 57 Batch 518/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9599, Loss: 0.0149 Epoch 57 Batch 519/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9620, Loss: 0.0167 Epoch 57 Batch 520/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9620, Loss: 0.0102 Epoch 57 Batch 521/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9606, Loss: 0.0143 Epoch 57 Batch 522/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9560, Loss: 0.0204 Epoch 57 Batch 523/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9624, Loss: 0.0163 Epoch 57 Batch 524/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9624, Loss: 0.0183 Epoch 57 Batch 525/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9677, Loss: 0.0142 Epoch 57 Batch 526/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0124 Epoch 57 Batch 527/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9730, Loss: 0.0153 Epoch 57 Batch 528/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9727, Loss: 0.0152 Epoch 57 Batch 529/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9673, Loss: 0.0175 Epoch 57 Batch 530/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0174 Epoch 57 Batch 531/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9624, Loss: 0.0183 Epoch 57 Batch 532/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9727, Loss: 0.0206 Epoch 57 Batch 533/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9698, Loss: 0.0144 Epoch 57 Batch 534/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9698, Loss: 0.0180 Epoch 57 Batch 535/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9648, Loss: 0.0155 Epoch 57 Batch 536/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9702, Loss: 0.0180 Epoch 57 Batch 537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9705, Loss: 0.0166 Epoch 57 Batch 538/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9755, Loss: 0.0140 Epoch 57 Batch 539/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9755, Loss: 0.0208 Epoch 57 Batch 540/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9755, Loss: 0.0102 Epoch 57 Batch 541/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9783, Loss: 0.0131 Epoch 57 Batch 542/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9783, Loss: 0.0163 Epoch 57 Batch 543/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9783, Loss: 0.0118 Epoch 57 Batch 544/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9737, Loss: 0.0108 Epoch 57 Batch 545/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0125 Epoch 57 Batch 546/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0184 Epoch 57 Batch 547/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9585, Loss: 0.0154 Epoch 57 Batch 548/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9471, Loss: 0.0170 Epoch 57 Batch 549/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9517, Loss: 0.0188 Epoch 57 Batch 550/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0136 Epoch 57 Batch 551/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9638, Loss: 0.0213 Epoch 57 Batch 552/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9638, Loss: 0.0157 Epoch 57 Batch 553/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0219 Epoch 57 Batch 554/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0163 Epoch 57 Batch 555/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0122 Epoch 57 Batch 556/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9553, Loss: 0.0111 Epoch 57 Batch 557/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9545, Loss: 0.0134 Epoch 57 Batch 558/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0115 Epoch 57 Batch 559/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0135 Epoch 57 Batch 560/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0156 Epoch 57 Batch 561/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9592, Loss: 0.0114 Epoch 57 Batch 562/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9634, Loss: 0.0108 Epoch 57 Batch 563/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0150 Epoch 57 Batch 564/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0211 Epoch 57 Batch 565/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9638, Loss: 0.0219 Epoch 57 Batch 566/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9702, Loss: 0.0135 Epoch 57 Batch 567/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9702, Loss: 0.0135 Epoch 57 Batch 568/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9702, Loss: 0.0133 Epoch 57 Batch 569/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9705, Loss: 0.0145 Epoch 57 Batch 570/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9705, Loss: 0.0237 Epoch 57 Batch 571/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0102 Epoch 57 Batch 572/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9652, Loss: 0.0153 Epoch 57 Batch 573/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9652, Loss: 0.0259 Epoch 57 Batch 574/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9652, Loss: 0.0143 Epoch 57 Batch 575/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0126 Epoch 57 Batch 576/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9602, Loss: 0.0119 Epoch 57 Batch 577/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9652, Loss: 0.0164 Epoch 57 Batch 578/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9652, Loss: 0.0124 Epoch 57 Batch 579/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9588, Loss: 0.0151 Epoch 57 Batch 580/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0136 Epoch 57 Batch 581/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9556, Loss: 0.0102 Epoch 57 Batch 582/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9506, Loss: 0.0097 Epoch 57 Batch 583/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9549, Loss: 0.0194 Epoch 57 Batch 584/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9542, Loss: 0.0161 Epoch 57 Batch 585/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9592, Loss: 0.0104 Epoch 57 Batch 586/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9545, Loss: 0.0136 Epoch 57 Batch 587/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9595, Loss: 0.0182 Epoch 57 Batch 588/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0131 Epoch 57 Batch 589/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9588, Loss: 0.0109 Epoch 57 Batch 590/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9638, Loss: 0.0156 Epoch 57 Batch 591/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0168 Epoch 57 Batch 592/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9538, Loss: 0.0158 Epoch 57 Batch 593/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9613, Loss: 0.0250 Epoch 57 Batch 594/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0168 Epoch 57 Batch 595/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9613, Loss: 0.0153 Epoch 57 Batch 596/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9613, Loss: 0.0153 Epoch 57 Batch 597/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0127 Epoch 57 Batch 598/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9652, Loss: 0.0167 Epoch 57 Batch 599/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9776, Loss: 0.0224 Epoch 57 Batch 600/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9776, Loss: 0.0157 Epoch 57 Batch 601/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9744, Loss: 0.0140 Epoch 57 Batch 602/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9695, Loss: 0.0179 Epoch 57 Batch 603/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9695, Loss: 0.0153 Epoch 57 Batch 604/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9641, Loss: 0.0236 Epoch 57 Batch 605/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9638, Loss: 0.0210 Epoch 57 Batch 606/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9641, Loss: 0.0169 Epoch 57 Batch 607/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9652, Loss: 0.0192 Epoch 57 Batch 608/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9631, Loss: 0.0211 Epoch 57 Batch 609/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9627, Loss: 0.0191 Epoch 57 Batch 610/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9631, Loss: 0.0198 Epoch 57 Batch 611/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0125 Epoch 57 Batch 612/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9563, Loss: 0.0131 Epoch 57 Batch 613/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9563, Loss: 0.0165 Epoch 57 Batch 614/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9563, Loss: 0.0134 Epoch 57 Batch 615/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9563, Loss: 0.0103 Epoch 57 Batch 616/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9588, Loss: 0.0166 Epoch 57 Batch 617/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0116 Epoch 57 Batch 618/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9528, Loss: 0.0185 Epoch 57 Batch 619/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9482, Loss: 0.0124 Epoch 57 Batch 620/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9482, Loss: 0.0127 Epoch 57 Batch 621/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9535, Loss: 0.0150 Epoch 57 Batch 622/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9535, Loss: 0.0191 Epoch 57 Batch 623/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9535, Loss: 0.0197 Epoch 57 Batch 624/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9531, Loss: 0.0165 Epoch 57 Batch 625/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9531, Loss: 0.0149 Epoch 57 Batch 626/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9531, Loss: 0.0170 Epoch 57 Batch 627/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0157 Epoch 57 Batch 628/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9599, Loss: 0.0155 Epoch 57 Batch 629/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9602, Loss: 0.0163 Epoch 57 Batch 630/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9577, Loss: 0.0140 Epoch 57 Batch 631/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0196 Epoch 57 Batch 632/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9585, Loss: 0.0120 Epoch 57 Batch 633/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0124 Epoch 57 Batch 634/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9634, Loss: 0.0137 Epoch 57 Batch 635/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9698, Loss: 0.0192 Epoch 57 Batch 636/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9755, Loss: 0.0142 Epoch 57 Batch 637/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9702, Loss: 0.0141 Epoch 57 Batch 638/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9677, Loss: 0.0144 Epoch 57 Batch 639/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9730, Loss: 0.0208 Epoch 57 Batch 640/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9730, Loss: 0.0124 Epoch 57 Batch 641/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9616, Loss: 0.0144 Epoch 57 Batch 642/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9616, Loss: 0.0101 Epoch 57 Batch 643/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9616, Loss: 0.0115 Epoch 57 Batch 644/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9616, Loss: 0.0100 Epoch 57 Batch 645/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9666, Loss: 0.0185 Epoch 57 Batch 646/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9670, Loss: 0.0152 Epoch 57 Batch 647/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9620, Loss: 0.0161 Epoch 57 Batch 648/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9730, Loss: 0.0120 Epoch 57 Batch 649/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9734, Loss: 0.0118 Epoch 57 Batch 650/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9727, Loss: 0.0145 Epoch 57 Batch 651/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9631, Loss: 0.0157 Epoch 57 Batch 652/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9556, Loss: 0.0179 Epoch 57 Batch 653/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9556, Loss: 0.0241 Epoch 57 Batch 654/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0150 Epoch 57 Batch 655/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9602, Loss: 0.0201 Epoch 57 Batch 656/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9602, Loss: 0.0151 Epoch 57 Batch 657/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9631, Loss: 0.0211 Epoch 57 Batch 658/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0092 Epoch 57 Batch 659/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9581, Loss: 0.0130 Epoch 57 Batch 660/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9581, Loss: 0.0109 Epoch 57 Batch 661/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9585, Loss: 0.0121 Epoch 57 Batch 662/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9535, Loss: 0.0145 Epoch 57 Batch 663/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0105 Epoch 57 Batch 664/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9577, Loss: 0.0133 Epoch 57 Batch 665/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9577, Loss: 0.0123 Epoch 57 Batch 666/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9620, Loss: 0.0175 Epoch 57 Batch 667/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0171 Epoch 57 Batch 668/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9624, Loss: 0.0119 Epoch 57 Batch 669/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9624, Loss: 0.0090 Epoch 57 Batch 670/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9560, Loss: 0.0109 Epoch 57 Batch 671/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9560, Loss: 0.0172 Epoch 57 Batch 672/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9567, Loss: 0.0135 Epoch 57 Batch 673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0159 Epoch 57 Batch 674/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9570, Loss: 0.0141 Epoch 57 Batch 675/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0193 Epoch 57 Batch 676/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9620, Loss: 0.0153 Epoch 57 Batch 677/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9620, Loss: 0.0111 Epoch 57 Batch 678/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9577, Loss: 0.0076 Epoch 57 Batch 679/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9574, Loss: 0.0098 Epoch 57 Batch 680/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9574, Loss: 0.0154 Epoch 57 Batch 681/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9574, Loss: 0.0154 Epoch 57 Batch 682/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9638, Loss: 0.0137 Epoch 57 Batch 683/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9638, Loss: 0.0111 Epoch 57 Batch 684/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9585, Loss: 0.0151 Epoch 57 Batch 685/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9581, Loss: 0.0215 Epoch 57 Batch 686/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9581, Loss: 0.0127 Epoch 57 Batch 687/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0129 Epoch 57 Batch 688/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0112 Epoch 57 Batch 689/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9577, Loss: 0.0078 Epoch 57 Batch 690/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0171 Epoch 57 Batch 691/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9577, Loss: 0.0175 Epoch 57 Batch 692/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9556, Loss: 0.0169 Epoch 57 Batch 693/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9702, Loss: 0.0229 Epoch 57 Batch 694/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9652, Loss: 0.0100 Epoch 57 Batch 695/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9652, Loss: 0.0140 Epoch 57 Batch 696/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9705, Loss: 0.0123 Epoch 57 Batch 697/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9705, Loss: 0.0143 Epoch 57 Batch 698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9698, Loss: 0.0121 Epoch 57 Batch 699/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9698, Loss: 0.0095 Epoch 57 Batch 700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0131 Epoch 57 Batch 701/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9631, Loss: 0.0135 Epoch 57 Batch 702/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9624, Loss: 0.0227 Epoch 57 Batch 703/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9627, Loss: 0.0127 Epoch 57 Batch 704/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9627, Loss: 0.0221 Epoch 57 Batch 705/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9634, Loss: 0.0193 Epoch 57 Batch 706/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9634, Loss: 0.0327 Epoch 57 Batch 707/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0160 Epoch 57 Batch 708/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0123 Epoch 57 Batch 709/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 57 Batch 710/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9588, Loss: 0.0092 Epoch 57 Batch 711/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9513, Loss: 0.0185 Epoch 57 Batch 712/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0169 Epoch 57 Batch 713/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9513, Loss: 0.0142 Epoch 57 Batch 714/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9524, Loss: 0.0138 Epoch 57 Batch 715/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9528, Loss: 0.0149 Epoch 57 Batch 716/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9489, Loss: 0.0127 Epoch 57 Batch 717/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9482, Loss: 0.0097 Epoch 57 Batch 718/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9524, Loss: 0.0201 Epoch 57 Batch 719/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9570, Loss: 0.0171 Epoch 57 Batch 720/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9570, Loss: 0.0130 Epoch 57 Batch 721/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0117 Epoch 57 Batch 722/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9517, Loss: 0.0150 Epoch 57 Batch 723/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9556, Loss: 0.0171 Epoch 57 Batch 724/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9606, Loss: 0.0181 Epoch 57 Batch 725/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0138 Epoch 57 Batch 726/1077 - Train Accuracy: 1.0000, Validation Accuracy: 0.9609, Loss: 0.0092 Epoch 57 Batch 727/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9680, Loss: 0.0122 Epoch 57 Batch 728/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9680, Loss: 0.0182 Epoch 57 Batch 729/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9677, Loss: 0.0189 Epoch 57 Batch 730/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9648, Loss: 0.0212 Epoch 57 Batch 731/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9648, Loss: 0.0131 Epoch 57 Batch 732/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9613, Loss: 0.0165 Epoch 57 Batch 733/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0177 Epoch 57 Batch 734/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9613, Loss: 0.0139 Epoch 57 Batch 735/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0116 Epoch 57 Batch 736/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0142 Epoch 57 Batch 737/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0200 Epoch 57 Batch 738/1077 - Train Accuracy: 0.9899, Validation Accuracy: 0.9588, Loss: 0.0101 Epoch 57 Batch 739/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9627, Loss: 0.0124 Epoch 57 Batch 740/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0122 Epoch 57 Batch 741/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0207 Epoch 57 Batch 742/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0164 Epoch 57 Batch 743/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9666, Loss: 0.0135 Epoch 57 Batch 744/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9666, Loss: 0.0188 Epoch 57 Batch 745/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9677, Loss: 0.0165 Epoch 57 Batch 746/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0115 Epoch 57 Batch 747/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9652, Loss: 0.0121 Epoch 57 Batch 748/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0107 Epoch 57 Batch 749/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9656, Loss: 0.0103 Epoch 57 Batch 750/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9645, Loss: 0.0136 Epoch 57 Batch 751/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9592, Loss: 0.0155 Epoch 57 Batch 752/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9592, Loss: 0.0129 Epoch 57 Batch 753/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0146 Epoch 57 Batch 754/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9599, Loss: 0.0167 Epoch 57 Batch 755/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9624, Loss: 0.0183 Epoch 57 Batch 756/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0130 Epoch 57 Batch 757/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0131 Epoch 57 Batch 758/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9528, Loss: 0.0143 Epoch 57 Batch 759/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9577, Loss: 0.0200 Epoch 57 Batch 760/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9577, Loss: 0.0150 Epoch 57 Batch 761/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9577, Loss: 0.0136 Epoch 57 Batch 762/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9624, Loss: 0.0150 Epoch 57 Batch 763/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9627, Loss: 0.0165 Epoch 57 Batch 764/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9670, Loss: 0.0131 Epoch 57 Batch 765/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9620, Loss: 0.0195 Epoch 57 Batch 766/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9727, Loss: 0.0148 Epoch 57 Batch 767/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9734, Loss: 0.0177 Epoch 57 Batch 768/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0140 Epoch 57 Batch 769/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9503, Loss: 0.0171 Epoch 57 Batch 770/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9453, Loss: 0.0157 Epoch 57 Batch 771/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9503, Loss: 0.0125 Epoch 57 Batch 772/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9492, Loss: 0.0127 Epoch 57 Batch 773/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9471, Loss: 0.0112 Epoch 57 Batch 774/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0143 Epoch 57 Batch 775/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9521, Loss: 0.0143 Epoch 57 Batch 776/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0152 Epoch 57 Batch 777/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0125 Epoch 57 Batch 778/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0163 Epoch 57 Batch 779/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9656, Loss: 0.0126 Epoch 57 Batch 780/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9652, Loss: 0.0206 Epoch 57 Batch 781/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0111 Epoch 57 Batch 782/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9627, Loss: 0.0150 Epoch 57 Batch 783/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0192 Epoch 57 Batch 784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9585, Loss: 0.0112 Epoch 57 Batch 785/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9588, Loss: 0.0119 Epoch 57 Batch 786/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9684, Loss: 0.0110 Epoch 57 Batch 787/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9684, Loss: 0.0159 Epoch 57 Batch 788/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9684, Loss: 0.0185 Epoch 57 Batch 789/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9616, Loss: 0.0118 Epoch 57 Batch 790/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0205 Epoch 57 Batch 791/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0152 Epoch 57 Batch 792/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9656, Loss: 0.0167 Epoch 57 Batch 793/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9656, Loss: 0.0180 Epoch 57 Batch 794/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9624, Loss: 0.0109 Epoch 57 Batch 795/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0159 Epoch 57 Batch 796/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9624, Loss: 0.0149 Epoch 57 Batch 797/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9673, Loss: 0.0150 Epoch 57 Batch 798/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9673, Loss: 0.0116 Epoch 57 Batch 799/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9673, Loss: 0.0204 Epoch 57 Batch 800/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9673, Loss: 0.0117 Epoch 57 Batch 801/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9698, Loss: 0.0161 Epoch 57 Batch 802/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9773, Loss: 0.0210 Epoch 57 Batch 803/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9773, Loss: 0.0106 Epoch 57 Batch 804/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9709, Loss: 0.0088 Epoch 57 Batch 805/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9666, Loss: 0.0156 Epoch 57 Batch 806/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9620, Loss: 0.0101 Epoch 57 Batch 807/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9624, Loss: 0.0098 Epoch 57 Batch 808/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0221 Epoch 57 Batch 809/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9531, Loss: 0.0299 Epoch 57 Batch 810/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9634, Loss: 0.0127 Epoch 57 Batch 811/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9634, Loss: 0.0105 Epoch 57 Batch 812/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9602, Loss: 0.0124 Epoch 57 Batch 813/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9602, Loss: 0.0152 Epoch 57 Batch 814/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9602, Loss: 0.0147 Epoch 57 Batch 815/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9606, Loss: 0.0165 Epoch 57 Batch 816/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9609, Loss: 0.0112 Epoch 57 Batch 817/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9705, Loss: 0.0138 Epoch 57 Batch 818/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9751, Loss: 0.0205 Epoch 57 Batch 819/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9755, Loss: 0.0158 Epoch 57 Batch 820/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9755, Loss: 0.0114 Epoch 57 Batch 821/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9751, Loss: 0.0193 Epoch 57 Batch 822/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9751, Loss: 0.0093 Epoch 57 Batch 823/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9769, Loss: 0.0146 Epoch 57 Batch 824/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9769, Loss: 0.0143 Epoch 57 Batch 825/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9769, Loss: 0.0072 Epoch 57 Batch 826/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9666, Loss: 0.0153 Epoch 57 Batch 827/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9666, Loss: 0.0138 Epoch 57 Batch 828/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9641, Loss: 0.0106 Epoch 57 Batch 829/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9599, Loss: 0.0215 Epoch 57 Batch 830/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9648, Loss: 0.0231 Epoch 57 Batch 831/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9648, Loss: 0.0155 Epoch 57 Batch 832/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9652, Loss: 0.0107 Epoch 57 Batch 833/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9648, Loss: 0.0156 Epoch 57 Batch 834/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9595, Loss: 0.0164 Epoch 57 Batch 835/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9595, Loss: 0.0117 Epoch 57 Batch 836/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9688, Loss: 0.0119 Epoch 57 Batch 837/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9673, Loss: 0.0179 Epoch 57 Batch 838/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9730, Loss: 0.0161 Epoch 57 Batch 839/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9712, Loss: 0.0101 Epoch 57 Batch 840/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9716, Loss: 0.0165 Epoch 57 Batch 841/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9652, Loss: 0.0259 Epoch 57 Batch 842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9592, Loss: 0.0138 Epoch 57 Batch 843/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9542, Loss: 0.0099 Epoch 57 Batch 844/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9592, Loss: 0.0129 Epoch 57 Batch 845/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9716, Loss: 0.0119 Epoch 57 Batch 846/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9780, Loss: 0.0218 Epoch 57 Batch 847/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9826, Loss: 0.0173 Epoch 57 Batch 848/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9826, Loss: 0.0173 Epoch 57 Batch 849/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9826, Loss: 0.0076 Epoch 57 Batch 850/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9826, Loss: 0.0207 Epoch 57 Batch 851/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9801, Loss: 0.0221 Epoch 57 Batch 852/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9798, Loss: 0.0205 Epoch 57 Batch 853/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9776, Loss: 0.0134 Epoch 57 Batch 854/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9776, Loss: 0.0172 Epoch 57 Batch 855/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9773, Loss: 0.0151 Epoch 57 Batch 856/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9798, Loss: 0.0166 Epoch 57 Batch 857/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9751, Loss: 0.0128 Epoch 57 Batch 858/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9748, Loss: 0.0089 Epoch 57 Batch 859/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9748, Loss: 0.0145 Epoch 57 Batch 860/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9748, Loss: 0.0150 Epoch 57 Batch 861/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9709, Loss: 0.0126 Epoch 57 Batch 862/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9684, Loss: 0.0171 Epoch 57 Batch 863/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9634, Loss: 0.0141 Epoch 57 Batch 864/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9602, Loss: 0.0157 Epoch 57 Batch 865/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9602, Loss: 0.0167 Epoch 57 Batch 866/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9538, Loss: 0.0176 Epoch 57 Batch 867/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9634, Loss: 0.0460 Epoch 57 Batch 868/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0193 Epoch 57 Batch 869/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9638, Loss: 0.0118 Epoch 57 Batch 870/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9641, Loss: 0.0134 Epoch 57 Batch 871/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9641, Loss: 0.0137 Epoch 57 Batch 872/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9663, Loss: 0.0202 Epoch 57 Batch 873/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9631, Loss: 0.0164 Epoch 57 Batch 874/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9631, Loss: 0.0177 Epoch 57 Batch 875/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9673, Loss: 0.0170 Epoch 57 Batch 876/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0144 Epoch 57 Batch 877/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0111 Epoch 57 Batch 878/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9705, Loss: 0.0091 Epoch 57 Batch 879/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9705, Loss: 0.0082 Epoch 57 Batch 880/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0153 Epoch 57 Batch 881/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9656, Loss: 0.0141 Epoch 57 Batch 882/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9656, Loss: 0.0159 Epoch 57 Batch 883/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9656, Loss: 0.0205 Epoch 57 Batch 884/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9656, Loss: 0.0180 Epoch 57 Batch 885/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9705, Loss: 0.0098 Epoch 57 Batch 886/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9705, Loss: 0.0179 Epoch 57 Batch 887/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9659, Loss: 0.0167 Epoch 57 Batch 888/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9659, Loss: 0.0157 Epoch 57 Batch 889/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0169 Epoch 57 Batch 890/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9609, Loss: 0.0157 Epoch 57 Batch 891/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9609, Loss: 0.0114 Epoch 57 Batch 892/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9609, Loss: 0.0156 Epoch 57 Batch 893/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9656, Loss: 0.0112 Epoch 57 Batch 894/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9656, Loss: 0.0133 Epoch 57 Batch 895/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9556, Loss: 0.0130 Epoch 57 Batch 896/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9556, Loss: 0.0142 Epoch 57 Batch 897/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9560, Loss: 0.0092 Epoch 57 Batch 898/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9673, Loss: 0.0181 Epoch 57 Batch 899/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0201 Epoch 57 Batch 900/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9673, Loss: 0.0160 Epoch 57 Batch 901/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9673, Loss: 0.0256 Epoch 57 Batch 902/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9673, Loss: 0.0188 Epoch 57 Batch 903/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9673, Loss: 0.0155 Epoch 57 Batch 904/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9723, Loss: 0.0148 Epoch 57 Batch 905/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9723, Loss: 0.0112 Epoch 57 Batch 906/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9723, Loss: 0.0152 Epoch 57 Batch 907/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9723, Loss: 0.0146 Epoch 57 Batch 908/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9723, Loss: 0.0139 Epoch 57 Batch 909/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9723, Loss: 0.0186 Epoch 57 Batch 910/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9773, Loss: 0.0156 Epoch 57 Batch 911/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9769, Loss: 0.0208 Epoch 57 Batch 912/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9741, Loss: 0.0131 Epoch 57 Batch 913/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9741, Loss: 0.0199 Epoch 57 Batch 914/1077 - Train Accuracy: 0.9678, Validation Accuracy: 0.9744, Loss: 0.0445 Epoch 57 Batch 915/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9744, Loss: 0.0102 Epoch 57 Batch 916/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9769, Loss: 0.0140 Epoch 57 Batch 917/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9773, Loss: 0.0172 Epoch 57 Batch 918/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9727, Loss: 0.0126 Epoch 57 Batch 919/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9677, Loss: 0.0113 Epoch 57 Batch 920/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9677, Loss: 0.0091 Epoch 57 Batch 921/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9634, Loss: 0.0169 Epoch 57 Batch 922/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9673, Loss: 0.0169 Epoch 57 Batch 923/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9673, Loss: 0.0097 Epoch 57 Batch 924/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9677, Loss: 0.0200 Epoch 57 Batch 925/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9677, Loss: 0.0110 Epoch 57 Batch 926/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9677, Loss: 0.0154 Epoch 57 Batch 927/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9677, Loss: 0.0205 Epoch 57 Batch 928/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0156 Epoch 57 Batch 929/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0107 Epoch 57 Batch 930/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9677, Loss: 0.0131 Epoch 57 Batch 931/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9652, Loss: 0.0124 Epoch 57 Batch 932/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0131 Epoch 57 Batch 933/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9656, Loss: 0.0157 Epoch 57 Batch 934/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0102 Epoch 57 Batch 935/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9677, Loss: 0.0102 Epoch 57 Batch 936/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9677, Loss: 0.0190 Epoch 57 Batch 937/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9677, Loss: 0.0190 Epoch 57 Batch 938/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9677, Loss: 0.0176 Epoch 57 Batch 939/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9624, Loss: 0.0179 Epoch 57 Batch 940/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9624, Loss: 0.0159 Epoch 57 Batch 941/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9577, Loss: 0.0137 Epoch 57 Batch 942/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0197 Epoch 57 Batch 943/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9577, Loss: 0.0092 Epoch 57 Batch 944/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9631, Loss: 0.0129 Epoch 57 Batch 945/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9631, Loss: 0.0094 Epoch 57 Batch 946/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9652, Loss: 0.0108 Epoch 57 Batch 947/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9698, Loss: 0.0139 Epoch 57 Batch 948/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9634, Loss: 0.0124 Epoch 57 Batch 949/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9634, Loss: 0.0134 Epoch 57 Batch 950/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9592, Loss: 0.0118 Epoch 57 Batch 951/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0146 Epoch 57 Batch 952/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9638, Loss: 0.0071 Epoch 57 Batch 953/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9613, Loss: 0.0119 Epoch 57 Batch 954/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9656, Loss: 0.0228 Epoch 57 Batch 955/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9656, Loss: 0.0148 Epoch 57 Batch 956/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9684, Loss: 0.0203 Epoch 57 Batch 957/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9641, Loss: 0.0105 Epoch 57 Batch 958/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9592, Loss: 0.0140 Epoch 57 Batch 959/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9592, Loss: 0.0168 Epoch 57 Batch 960/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9588, Loss: 0.0141 Epoch 57 Batch 961/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0112 Epoch 57 Batch 962/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9638, Loss: 0.0187 Epoch 57 Batch 963/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9663, Loss: 0.0180 Epoch 57 Batch 964/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9659, Loss: 0.0118 Epoch 57 Batch 965/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9616, Loss: 0.0276 Epoch 57 Batch 966/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9634, Loss: 0.0152 Epoch 57 Batch 967/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9684, Loss: 0.0161 Epoch 57 Batch 968/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9684, Loss: 0.0194 Epoch 57 Batch 969/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9634, Loss: 0.0222 Epoch 57 Batch 970/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9680, Loss: 0.0120 Epoch 57 Batch 971/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9723, Loss: 0.0198 Epoch 57 Batch 972/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9723, Loss: 0.0137 Epoch 57 Batch 973/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9723, Loss: 0.0096 Epoch 57 Batch 974/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9677, Loss: 0.0103 Epoch 57 Batch 975/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9680, Loss: 0.0154 Epoch 57 Batch 976/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9680, Loss: 0.0129 Epoch 57 Batch 977/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0096 Epoch 57 Batch 978/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9709, Loss: 0.0190 Epoch 57 Batch 979/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9709, Loss: 0.0140 Epoch 57 Batch 980/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9659, Loss: 0.0132 Epoch 57 Batch 981/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9659, Loss: 0.0223 Epoch 57 Batch 982/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0139 Epoch 57 Batch 983/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9663, Loss: 0.0144 Epoch 57 Batch 984/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0155 Epoch 57 Batch 985/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9656, Loss: 0.0110 Epoch 57 Batch 986/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9606, Loss: 0.0133 Epoch 57 Batch 987/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9609, Loss: 0.0101 Epoch 57 Batch 988/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9599, Loss: 0.0166 Epoch 57 Batch 989/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9602, Loss: 0.0148 Epoch 57 Batch 990/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9592, Loss: 0.0147 Epoch 57 Batch 991/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9588, Loss: 0.0117 Epoch 57 Batch 992/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0169 Epoch 57 Batch 993/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9542, Loss: 0.0168 Epoch 57 Batch 994/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9478, Loss: 0.0107 Epoch 57 Batch 995/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9478, Loss: 0.0108 Epoch 57 Batch 996/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9460, Loss: 0.0173 Epoch 57 Batch 997/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9464, Loss: 0.0159 Epoch 57 Batch 998/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9464, Loss: 0.0146 Epoch 57 Batch 999/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9411, Loss: 0.0182 Epoch 57 Batch 1000/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9524, Loss: 0.0134 Epoch 57 Batch 1001/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9524, Loss: 0.0126 Epoch 57 Batch 1002/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9425, Loss: 0.0100 Epoch 57 Batch 1003/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9499, Loss: 0.0181 Epoch 57 Batch 1004/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9506, Loss: 0.0153 Epoch 57 Batch 1005/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9506, Loss: 0.0163 Epoch 57 Batch 1006/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9506, Loss: 0.0129 Epoch 57 Batch 1007/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9510, Loss: 0.0096 Epoch 57 Batch 1008/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9503, Loss: 0.0178 Epoch 57 Batch 1009/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0097 Epoch 57 Batch 1010/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9503, Loss: 0.0101 Epoch 57 Batch 1011/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9556, Loss: 0.0156 Epoch 57 Batch 1012/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0106 Epoch 57 Batch 1013/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9599, Loss: 0.0108 Epoch 57 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9602, Loss: 0.0123 Epoch 57 Batch 1015/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9652, Loss: 0.0163 Epoch 57 Batch 1016/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9648, Loss: 0.0143 Epoch 57 Batch 1017/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9648, Loss: 0.0119 Epoch 57 Batch 1018/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9645, Loss: 0.0170 Epoch 57 Batch 1019/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9645, Loss: 0.0201 Epoch 57 Batch 1020/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0114 Epoch 57 Batch 1021/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0099 Epoch 57 Batch 1022/1077 - Train Accuracy: 0.9970, Validation Accuracy: 0.9577, Loss: 0.0103 Epoch 57 Batch 1023/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9577, Loss: 0.0175 Epoch 57 Batch 1024/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9624, Loss: 0.0181 Epoch 57 Batch 1025/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9627, Loss: 0.0155 Epoch 57 Batch 1026/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9627, Loss: 0.0155 Epoch 57 Batch 1027/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9631, Loss: 0.0133 Epoch 57 Batch 1028/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9631, Loss: 0.0143 Epoch 57 Batch 1029/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0158 Epoch 57 Batch 1030/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9677, Loss: 0.0118 Epoch 57 Batch 1031/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9634, Loss: 0.0171 Epoch 57 Batch 1032/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9638, Loss: 0.0201 Epoch 57 Batch 1033/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9570, Loss: 0.0169 Epoch 57 Batch 1034/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0136 Epoch 57 Batch 1035/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9663, Loss: 0.0134 Epoch 57 Batch 1036/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9624, Loss: 0.0170 Epoch 57 Batch 1037/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9620, Loss: 0.0143 Epoch 57 Batch 1038/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9645, Loss: 0.0190 Epoch 57 Batch 1039/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9645, Loss: 0.0138 Epoch 57 Batch 1040/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9652, Loss: 0.0141 Epoch 57 Batch 1041/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9652, Loss: 0.0278 Epoch 57 Batch 1042/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9695, Loss: 0.0097 Epoch 57 Batch 1043/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9723, Loss: 0.0215 Epoch 57 Batch 1044/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9727, Loss: 0.0154 Epoch 57 Batch 1045/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9727, Loss: 0.0143 Epoch 57 Batch 1046/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9727, Loss: 0.0082 Epoch 57 Batch 1047/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9727, Loss: 0.0130 Epoch 57 Batch 1048/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9727, Loss: 0.0211 Epoch 57 Batch 1049/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9727, Loss: 0.0140 Epoch 57 Batch 1050/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9684, Loss: 0.0085 Epoch 57 Batch 1051/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9634, Loss: 0.0213 Epoch 57 Batch 1052/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9716, Loss: 0.0137 Epoch 57 Batch 1053/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9727, Loss: 0.0208 Epoch 57 Batch 1054/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9727, Loss: 0.0131 Epoch 57 Batch 1055/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0179 Epoch 57 Batch 1056/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9684, Loss: 0.0086 Epoch 57 Batch 1057/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0156 Epoch 57 Batch 1058/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9680, Loss: 0.0152 Epoch 57 Batch 1059/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9680, Loss: 0.0169 Epoch 57 Batch 1060/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9680, Loss: 0.0102 Epoch 57 Batch 1061/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9691, Loss: 0.0181 Epoch 57 Batch 1062/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0140 Epoch 57 Batch 1063/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0167 Epoch 57 Batch 1064/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9691, Loss: 0.0141 Epoch 57 Batch 1065/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9741, Loss: 0.0158 Epoch 57 Batch 1066/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9695, Loss: 0.0120 Epoch 57 Batch 1067/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9677, Loss: 0.0119 Epoch 57 Batch 1068/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9631, Loss: 0.0105 Epoch 57 Batch 1069/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9680, Loss: 0.0078 Epoch 57 Batch 1070/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0133 Epoch 57 Batch 1071/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0150 Epoch 57 Batch 1072/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9677, Loss: 0.0134 Epoch 57 Batch 1073/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9673, Loss: 0.0180 Epoch 57 Batch 1074/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9673, Loss: 0.0172 Epoch 57 Batch 1075/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9727, Loss: 0.0177 Epoch 58 Batch 1/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0101 Epoch 58 Batch 2/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9634, Loss: 0.0154 Epoch 58 Batch 3/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9634, Loss: 0.0202 Epoch 58 Batch 4/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0128 Epoch 58 Batch 5/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0221 Epoch 58 Batch 6/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9588, Loss: 0.0107 Epoch 58 Batch 7/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0126 Epoch 58 Batch 8/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0158 Epoch 58 Batch 9/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9680, Loss: 0.0121 Epoch 58 Batch 10/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9680, Loss: 0.0168 Epoch 58 Batch 11/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9680, Loss: 0.0228 Epoch 58 Batch 12/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9680, Loss: 0.0086 Epoch 58 Batch 13/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9705, Loss: 0.0191 Epoch 58 Batch 14/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9709, Loss: 0.0129 Epoch 58 Batch 15/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9656, Loss: 0.0123 Epoch 58 Batch 16/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9613, Loss: 0.0154 Epoch 58 Batch 17/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0152 Epoch 58 Batch 18/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0111 Epoch 58 Batch 19/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0140 Epoch 58 Batch 20/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0120 Epoch 58 Batch 21/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0156 Epoch 58 Batch 22/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0136 Epoch 58 Batch 23/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9634, Loss: 0.0114 Epoch 58 Batch 24/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9634, Loss: 0.0205 Epoch 58 Batch 25/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9613, Loss: 0.0086 Epoch 58 Batch 26/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9613, Loss: 0.0226 Epoch 58 Batch 27/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9659, Loss: 0.0101 Epoch 58 Batch 28/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9666, Loss: 0.0137 Epoch 58 Batch 29/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9666, Loss: 0.0189 Epoch 58 Batch 30/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9666, Loss: 0.0111 Epoch 58 Batch 31/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9670, Loss: 0.0125 Epoch 58 Batch 32/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9719, Loss: 0.0150 Epoch 58 Batch 33/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9716, Loss: 0.0090 Epoch 58 Batch 34/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9716, Loss: 0.0174 Epoch 58 Batch 35/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9684, Loss: 0.0192 Epoch 58 Batch 36/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9698, Loss: 0.0134 Epoch 58 Batch 37/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9698, Loss: 0.0175 Epoch 58 Batch 38/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9716, Loss: 0.0211 Epoch 58 Batch 39/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9716, Loss: 0.0167 Epoch 58 Batch 40/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9691, Loss: 0.0110 Epoch 58 Batch 41/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9691, Loss: 0.0109 Epoch 58 Batch 42/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9691, Loss: 0.0185 Epoch 58 Batch 43/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9744, Loss: 0.0067 Epoch 58 Batch 44/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9684, Loss: 0.0128 Epoch 58 Batch 45/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0155 Epoch 58 Batch 46/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9684, Loss: 0.0156 Epoch 58 Batch 47/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9688, Loss: 0.0149 Epoch 58 Batch 48/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9716, Loss: 0.0172 Epoch 58 Batch 49/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9695, Loss: 0.0199 Epoch 58 Batch 50/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9648, Loss: 0.0147 Epoch 58 Batch 51/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9599, Loss: 0.0135 Epoch 58 Batch 52/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9599, Loss: 0.0172 Epoch 58 Batch 53/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9595, Loss: 0.0148 Epoch 58 Batch 54/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9595, Loss: 0.0274 Epoch 58 Batch 55/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0112 Epoch 58 Batch 56/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9592, Loss: 0.0094 Epoch 58 Batch 57/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9645, Loss: 0.0188 Epoch 58 Batch 58/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9620, Loss: 0.0143 Epoch 58 Batch 59/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9506, Loss: 0.0178 Epoch 58 Batch 60/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9531, Loss: 0.0086 Epoch 58 Batch 61/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9482, Loss: 0.0122 Epoch 58 Batch 62/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9499, Loss: 0.0193 Epoch 58 Batch 63/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9545, Loss: 0.0141 Epoch 58 Batch 64/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9595, Loss: 0.0129 Epoch 58 Batch 65/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9599, Loss: 0.0099 Epoch 58 Batch 66/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9599, Loss: 0.0073 Epoch 58 Batch 67/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9670, Loss: 0.0147 Epoch 58 Batch 68/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9620, Loss: 0.0180 Epoch 58 Batch 69/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0195 Epoch 58 Batch 70/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9620, Loss: 0.0196 Epoch 58 Batch 71/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9620, Loss: 0.0098 Epoch 58 Batch 72/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9666, Loss: 0.0157 Epoch 58 Batch 73/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9666, Loss: 0.0124 Epoch 58 Batch 74/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9666, Loss: 0.0176 Epoch 58 Batch 75/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9616, Loss: 0.0229 Epoch 58 Batch 76/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0106 Epoch 58 Batch 77/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9666, Loss: 0.0158 Epoch 58 Batch 78/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9730, Loss: 0.0166 Epoch 58 Batch 79/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9730, Loss: 0.0112 Epoch 58 Batch 80/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9755, Loss: 0.0126 Epoch 58 Batch 81/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9751, Loss: 0.0103 Epoch 58 Batch 82/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9751, Loss: 0.0124 Epoch 58 Batch 83/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9751, Loss: 0.0115 Epoch 58 Batch 84/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9751, Loss: 0.0170 Epoch 58 Batch 85/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9751, Loss: 0.0125 Epoch 58 Batch 86/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9730, Loss: 0.0177 Epoch 58 Batch 87/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9688, Loss: 0.0182 Epoch 58 Batch 88/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9634, Loss: 0.0163 Epoch 58 Batch 89/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9634, Loss: 0.0143 Epoch 58 Batch 90/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9634, Loss: 0.0128 Epoch 58 Batch 91/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9634, Loss: 0.0203 Epoch 58 Batch 92/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0175 Epoch 58 Batch 93/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9638, Loss: 0.0126 Epoch 58 Batch 94/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9641, Loss: 0.0147 Epoch 58 Batch 95/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9577, Loss: 0.0118 Epoch 58 Batch 96/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0167 Epoch 58 Batch 97/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9577, Loss: 0.0191 Epoch 58 Batch 98/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9695, Loss: 0.0202 Epoch 58 Batch 99/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9691, Loss: 0.0132 Epoch 58 Batch 100/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9663, Loss: 0.0119 Epoch 58 Batch 101/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9659, Loss: 0.0146 Epoch 58 Batch 102/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9659, Loss: 0.0093 Epoch 58 Batch 103/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0243 Epoch 58 Batch 104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9663, Loss: 0.0166 Epoch 58 Batch 105/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9616, Loss: 0.0132 Epoch 58 Batch 106/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9567, Loss: 0.0176 Epoch 58 Batch 107/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0176 Epoch 58 Batch 108/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9645, Loss: 0.0197 Epoch 58 Batch 109/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9641, Loss: 0.0127 Epoch 58 Batch 110/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9641, Loss: 0.0116 Epoch 58 Batch 111/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9638, Loss: 0.0139 Epoch 58 Batch 112/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0128 Epoch 58 Batch 113/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9698, Loss: 0.0251 Epoch 58 Batch 114/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9698, Loss: 0.0172 Epoch 58 Batch 115/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9698, Loss: 0.0175 Epoch 58 Batch 116/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9702, Loss: 0.0169 Epoch 58 Batch 117/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9705, Loss: 0.0122 Epoch 58 Batch 118/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9748, Loss: 0.0136 Epoch 58 Batch 119/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9719, Loss: 0.0084 Epoch 58 Batch 120/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9723, Loss: 0.0143 Epoch 58 Batch 121/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9773, Loss: 0.0197 Epoch 58 Batch 122/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9822, Loss: 0.0165 Epoch 58 Batch 123/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9822, Loss: 0.0104 Epoch 58 Batch 124/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9773, Loss: 0.0189 Epoch 58 Batch 125/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9773, Loss: 0.0213 Epoch 58 Batch 126/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9663, Loss: 0.0135 Epoch 58 Batch 127/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9663, Loss: 0.0120 Epoch 58 Batch 128/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9659, Loss: 0.0152 Epoch 58 Batch 129/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9659, Loss: 0.0168 Epoch 58 Batch 130/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0113 Epoch 58 Batch 131/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0105 Epoch 58 Batch 132/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9482, Loss: 0.0129 Epoch 58 Batch 133/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9506, Loss: 0.0091 Epoch 58 Batch 134/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9453, Loss: 0.0108 Epoch 58 Batch 135/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9510, Loss: 0.0143 Epoch 58 Batch 136/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9535, Loss: 0.0115 Epoch 58 Batch 137/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0132 Epoch 58 Batch 138/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9702, Loss: 0.0150 Epoch 58 Batch 139/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0134 Epoch 58 Batch 140/1077 - Train Accuracy: 0.9942, Validation Accuracy: 0.9673, Loss: 0.0151 Epoch 58 Batch 141/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9624, Loss: 0.0131 Epoch 58 Batch 142/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9659, Loss: 0.0173 Epoch 58 Batch 143/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9659, Loss: 0.0121 Epoch 58 Batch 144/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9648, Loss: 0.0201 Epoch 58 Batch 145/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9648, Loss: 0.0139 Epoch 58 Batch 146/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9673, Loss: 0.0515 Epoch 58 Batch 147/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9677, Loss: 0.0117 Epoch 58 Batch 148/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9677, Loss: 0.0187 Epoch 58 Batch 149/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9677, Loss: 0.0111 Epoch 58 Batch 150/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9677, Loss: 0.0127 Epoch 58 Batch 151/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9716, Loss: 0.0110 Epoch 58 Batch 152/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9716, Loss: 0.0185 Epoch 58 Batch 153/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9698, Loss: 0.0262 Epoch 58 Batch 154/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9670, Loss: 0.0121 Epoch 58 Batch 155/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9606, Loss: 0.0125 Epoch 58 Batch 156/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0120 Epoch 58 Batch 157/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0113 Epoch 58 Batch 158/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9574, Loss: 0.0137 Epoch 58 Batch 159/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9577, Loss: 0.0147 Epoch 58 Batch 160/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9577, Loss: 0.0135 Epoch 58 Batch 161/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9577, Loss: 0.0108 Epoch 58 Batch 162/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9453, Loss: 0.0114 Epoch 58 Batch 163/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9474, Loss: 0.0237 Epoch 58 Batch 164/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0125 Epoch 58 Batch 165/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9567, Loss: 0.0181 Epoch 58 Batch 166/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9567, Loss: 0.0166 Epoch 58 Batch 167/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0136 Epoch 58 Batch 168/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9570, Loss: 0.0226 Epoch 58 Batch 169/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0156 Epoch 58 Batch 170/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9634, Loss: 0.0191 Epoch 58 Batch 171/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9634, Loss: 0.0116 Epoch 58 Batch 172/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9634, Loss: 0.0114 Epoch 58 Batch 173/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9680, Loss: 0.0135 Epoch 58 Batch 174/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9680, Loss: 0.0075 Epoch 58 Batch 175/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9677, Loss: 0.0169 Epoch 58 Batch 176/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 58 Batch 177/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9634, Loss: 0.0118 Epoch 58 Batch 178/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9634, Loss: 0.0165 Epoch 58 Batch 179/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9634, Loss: 0.0153 Epoch 58 Batch 180/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9638, Loss: 0.0106 Epoch 58 Batch 181/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9702, Loss: 0.0181 Epoch 58 Batch 182/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9698, Loss: 0.0183 Epoch 58 Batch 183/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9698, Loss: 0.0167 Epoch 58 Batch 184/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9698, Loss: 0.0149 Epoch 58 Batch 185/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9695, Loss: 0.0162 Epoch 58 Batch 186/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9695, Loss: 0.0143 Epoch 58 Batch 187/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9677, Loss: 0.0095 Epoch 58 Batch 188/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9567, Loss: 0.0157 Epoch 58 Batch 189/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9567, Loss: 0.0111 Epoch 58 Batch 190/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9538, Loss: 0.0111 Epoch 58 Batch 191/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9585, Loss: 0.0097 Epoch 58 Batch 192/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0115 Epoch 58 Batch 193/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9585, Loss: 0.0111 Epoch 58 Batch 194/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9585, Loss: 0.0109 Epoch 58 Batch 195/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0154 Epoch 58 Batch 196/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9538, Loss: 0.0118 Epoch 58 Batch 197/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9567, Loss: 0.0164 Epoch 58 Batch 198/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0178 Epoch 58 Batch 199/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9574, Loss: 0.0123 Epoch 58 Batch 200/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0135 Epoch 58 Batch 201/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9524, Loss: 0.0144 Epoch 58 Batch 202/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9570, Loss: 0.0130 Epoch 58 Batch 203/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9620, Loss: 0.0153 Epoch 58 Batch 204/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9677, Loss: 0.0257 Epoch 58 Batch 205/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9677, Loss: 0.0261 Epoch 58 Batch 206/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9680, Loss: 0.0120 Epoch 58 Batch 207/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9755, Loss: 0.0129 Epoch 58 Batch 208/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9751, Loss: 0.0107 Epoch 58 Batch 209/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9751, Loss: 0.0106 Epoch 58 Batch 210/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9773, Loss: 0.0154 Epoch 58 Batch 211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9776, Loss: 0.0102 Epoch 58 Batch 212/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9776, Loss: 0.0122 Epoch 58 Batch 213/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9776, Loss: 0.0127 Epoch 58 Batch 214/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9727, Loss: 0.0110 Epoch 58 Batch 215/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9730, Loss: 0.0182 Epoch 58 Batch 216/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9730, Loss: 0.0125 Epoch 58 Batch 217/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0093 Epoch 58 Batch 218/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9702, Loss: 0.0152 Epoch 58 Batch 219/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9702, Loss: 0.0109 Epoch 58 Batch 220/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9702, Loss: 0.0144 Epoch 58 Batch 221/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0133 Epoch 58 Batch 222/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9755, Loss: 0.0144 Epoch 58 Batch 223/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9751, Loss: 0.0129 Epoch 58 Batch 224/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9719, Loss: 0.0123 Epoch 58 Batch 225/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9719, Loss: 0.0178 Epoch 58 Batch 226/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9719, Loss: 0.0148 Epoch 58 Batch 227/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9751, Loss: 0.0160 Epoch 58 Batch 228/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9688, Loss: 0.0100 Epoch 58 Batch 229/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9688, Loss: 0.0140 Epoch 58 Batch 230/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9688, Loss: 0.0123 Epoch 58 Batch 231/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9684, Loss: 0.0145 Epoch 58 Batch 232/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9634, Loss: 0.0114 Epoch 58 Batch 233/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0193 Epoch 58 Batch 234/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9581, Loss: 0.0113 Epoch 58 Batch 235/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0184 Epoch 58 Batch 236/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9581, Loss: 0.0132 Epoch 58 Batch 237/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9606, Loss: 0.0103 Epoch 58 Batch 238/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0131 Epoch 58 Batch 239/1077 - Train Accuracy: 0.9985, Validation Accuracy: 0.9609, Loss: 0.0099 Epoch 58 Batch 240/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9609, Loss: 0.0106 Epoch 58 Batch 241/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0102 Epoch 58 Batch 242/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0110 Epoch 58 Batch 243/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9613, Loss: 0.0173 Epoch 58 Batch 244/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9680, Loss: 0.0142 Epoch 58 Batch 245/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9659, Loss: 0.0110 Epoch 58 Batch 246/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9656, Loss: 0.0145 Epoch 58 Batch 247/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9656, Loss: 0.0142 Epoch 58 Batch 248/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0153 Epoch 58 Batch 249/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9624, Loss: 0.0117 Epoch 58 Batch 250/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9624, Loss: 0.0133 Epoch 58 Batch 251/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9670, Loss: 0.0165 Epoch 58 Batch 252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0155 Epoch 58 Batch 253/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9727, Loss: 0.0161 Epoch 58 Batch 254/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9730, Loss: 0.0177 Epoch 58 Batch 255/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9751, Loss: 0.0132 Epoch 58 Batch 256/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9719, Loss: 0.0291 Epoch 58 Batch 257/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9719, Loss: 0.0115 Epoch 58 Batch 258/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0099 Epoch 58 Batch 259/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9705, Loss: 0.0120 Epoch 58 Batch 260/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9663, Loss: 0.0133 Epoch 58 Batch 261/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9663, Loss: 0.0159 Epoch 58 Batch 262/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0151 Epoch 58 Batch 263/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9663, Loss: 0.0112 Epoch 58 Batch 264/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9663, Loss: 0.0115 Epoch 58 Batch 265/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9656, Loss: 0.0136 Epoch 58 Batch 266/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9734, Loss: 0.0153 Epoch 58 Batch 267/1077 - Train Accuracy: 0.9954, Validation Accuracy: 0.9730, Loss: 0.0107 Epoch 58 Batch 268/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9709, Loss: 0.0178 Epoch 58 Batch 269/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9709, Loss: 0.0144 Epoch 58 Batch 270/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9663, Loss: 0.0276 Epoch 58 Batch 271/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0138 Epoch 58 Batch 272/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9620, Loss: 0.0385 Epoch 58 Batch 273/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9616, Loss: 0.0121 Epoch 58 Batch 274/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9570, Loss: 0.0133 Epoch 58 Batch 275/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9570, Loss: 0.0106 Epoch 58 Batch 276/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0246 Epoch 58 Batch 277/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0136 Epoch 58 Batch 278/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9577, Loss: 0.0184 Epoch 58 Batch 279/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0152 Epoch 58 Batch 280/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0166 Epoch 58 Batch 281/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0147 Epoch 58 Batch 282/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9602, Loss: 0.0163 Epoch 58 Batch 283/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0126 Epoch 58 Batch 284/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9538, Loss: 0.0148 Epoch 58 Batch 285/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0163 Epoch 58 Batch 286/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9585, Loss: 0.0137 Epoch 58 Batch 287/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9609, Loss: 0.0208 Epoch 58 Batch 288/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9609, Loss: 0.0194 Epoch 58 Batch 289/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9609, Loss: 0.0096 Epoch 58 Batch 290/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0238 Epoch 58 Batch 291/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9677, Loss: 0.0238 Epoch 58 Batch 292/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9677, Loss: 0.0134 Epoch 58 Batch 293/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9638, Loss: 0.0091 Epoch 58 Batch 294/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9691, Loss: 0.0134 Epoch 58 Batch 295/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9691, Loss: 0.0147 Epoch 58 Batch 296/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9691, Loss: 0.0151 Epoch 58 Batch 297/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9737, Loss: 0.0155 Epoch 58 Batch 298/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9737, Loss: 0.0195 Epoch 58 Batch 299/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9737, Loss: 0.0160 Epoch 58 Batch 300/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9737, Loss: 0.0106 Epoch 58 Batch 301/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9741, Loss: 0.0102 Epoch 58 Batch 302/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9737, Loss: 0.0136 Epoch 58 Batch 303/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9688, Loss: 0.0173 Epoch 58 Batch 304/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9645, Loss: 0.0164 Epoch 58 Batch 305/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9599, Loss: 0.0125 Epoch 58 Batch 306/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9648, Loss: 0.0246 Epoch 58 Batch 307/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9620, Loss: 0.0146 Epoch 58 Batch 308/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0140 Epoch 58 Batch 309/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0154 Epoch 58 Batch 310/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9659, Loss: 0.0129 Epoch 58 Batch 311/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9673, Loss: 0.0147 Epoch 58 Batch 312/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9684, Loss: 0.0173 Epoch 58 Batch 313/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9634, Loss: 0.0118 Epoch 58 Batch 314/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0217 Epoch 58 Batch 315/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9606, Loss: 0.0132 Epoch 58 Batch 316/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9606, Loss: 0.0144 Epoch 58 Batch 317/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9648, Loss: 0.0153 Epoch 58 Batch 318/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9648, Loss: 0.0086 Epoch 58 Batch 319/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9652, Loss: 0.0175 Epoch 58 Batch 320/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9652, Loss: 0.0209 Epoch 58 Batch 321/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9606, Loss: 0.0141 Epoch 58 Batch 322/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9634, Loss: 0.0099 Epoch 58 Batch 323/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9634, Loss: 0.0140 Epoch 58 Batch 324/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9680, Loss: 0.0141 Epoch 58 Batch 325/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9727, Loss: 0.0159 Epoch 58 Batch 326/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9727, Loss: 0.0155 Epoch 58 Batch 327/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9723, Loss: 0.0181 Epoch 58 Batch 328/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0122 Epoch 58 Batch 329/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9723, Loss: 0.0132 Epoch 58 Batch 330/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9723, Loss: 0.0114 Epoch 58 Batch 331/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9677, Loss: 0.0126 Epoch 58 Batch 332/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9677, Loss: 0.0107 Epoch 58 Batch 333/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9677, Loss: 0.0132 Epoch 58 Batch 334/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9677, Loss: 0.0133 Epoch 58 Batch 335/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9677, Loss: 0.0157 Epoch 58 Batch 336/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9677, Loss: 0.0506 Epoch 58 Batch 337/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9631, Loss: 0.0173 Epoch 58 Batch 338/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9634, Loss: 0.0268 Epoch 58 Batch 339/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9638, Loss: 0.0084 Epoch 58 Batch 340/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9638, Loss: 0.0153 Epoch 58 Batch 341/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9638, Loss: 0.0165 Epoch 58 Batch 342/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9634, Loss: 0.0089 Epoch 58 Batch 343/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9634, Loss: 0.0186 Epoch 58 Batch 344/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9585, Loss: 0.0187 Epoch 58 Batch 345/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0141 Epoch 58 Batch 346/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9620, Loss: 0.0214 Epoch 58 Batch 347/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9620, Loss: 0.0087 Epoch 58 Batch 348/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9620, Loss: 0.0108 Epoch 58 Batch 349/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0131 Epoch 58 Batch 350/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9560, Loss: 0.0115 Epoch 58 Batch 351/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9567, Loss: 0.0130 Epoch 58 Batch 352/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9609, Loss: 0.0084 Epoch 58 Batch 353/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0168 Epoch 58 Batch 354/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9556, Loss: 0.0124 Epoch 58 Batch 355/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9563, Loss: 0.0139 Epoch 58 Batch 356/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9563, Loss: 0.0139 Epoch 58 Batch 357/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9592, Loss: 0.0152 Epoch 58 Batch 358/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9556, Loss: 0.0155 Epoch 58 Batch 359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9524, Loss: 0.0137 Epoch 58 Batch 360/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0106 Epoch 58 Batch 361/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9609, Loss: 0.0112 Epoch 58 Batch 362/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9609, Loss: 0.0150 Epoch 58 Batch 363/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9613, Loss: 0.0171 Epoch 58 Batch 364/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9510, Loss: 0.0196 Epoch 58 Batch 365/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9506, Loss: 0.0103 Epoch 58 Batch 366/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9556, Loss: 0.0109 Epoch 58 Batch 367/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9556, Loss: 0.0098 Epoch 58 Batch 368/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9659, Loss: 0.0144 Epoch 58 Batch 369/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9659, Loss: 0.0167 Epoch 58 Batch 370/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9659, Loss: 0.0177 Epoch 58 Batch 371/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9656, Loss: 0.0089 Epoch 58 Batch 372/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0131 Epoch 58 Batch 373/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9606, Loss: 0.0111 Epoch 58 Batch 374/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0176 Epoch 58 Batch 375/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0107 Epoch 58 Batch 376/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9641, Loss: 0.0192 Epoch 58 Batch 377/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9641, Loss: 0.0157 Epoch 58 Batch 378/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9616, Loss: 0.0120 Epoch 58 Batch 379/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9574, Loss: 0.0209 Epoch 58 Batch 380/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9574, Loss: 0.0105 Epoch 58 Batch 381/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9574, Loss: 0.0139 Epoch 58 Batch 382/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9521, Loss: 0.0183 Epoch 58 Batch 383/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9521, Loss: 0.0131 Epoch 58 Batch 384/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9492, Loss: 0.0124 Epoch 58 Batch 385/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0111 Epoch 58 Batch 386/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9545, Loss: 0.0127 Epoch 58 Batch 387/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9545, Loss: 0.0099 Epoch 58 Batch 388/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9542, Loss: 0.0221 Epoch 58 Batch 389/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0175 Epoch 58 Batch 390/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9560, Loss: 0.0240 Epoch 58 Batch 391/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9585, Loss: 0.0114 Epoch 58 Batch 392/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9489, Loss: 0.0223 Epoch 58 Batch 393/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9489, Loss: 0.0145 Epoch 58 Batch 394/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9535, Loss: 0.0133 Epoch 58 Batch 395/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9535, Loss: 0.0134 Epoch 58 Batch 396/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9485, Loss: 0.0200 Epoch 58 Batch 397/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9503, Loss: 0.0172 Epoch 58 Batch 398/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9535, Loss: 0.0133 Epoch 58 Batch 399/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9602, Loss: 0.0147 Epoch 58 Batch 400/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9602, Loss: 0.0136 Epoch 58 Batch 401/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9602, Loss: 0.0096 Epoch 58 Batch 402/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9663, Loss: 0.0139 Epoch 58 Batch 403/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9620, Loss: 0.0253 Epoch 58 Batch 404/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9620, Loss: 0.0185 Epoch 58 Batch 405/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9616, Loss: 0.0189 Epoch 58 Batch 406/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9616, Loss: 0.0118 Epoch 58 Batch 407/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9616, Loss: 0.0145 Epoch 58 Batch 408/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9613, Loss: 0.0187 Epoch 58 Batch 409/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0191 Epoch 58 Batch 410/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9609, Loss: 0.0252 Epoch 58 Batch 411/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9659, Loss: 0.0140 Epoch 58 Batch 412/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9620, Loss: 0.0144 Epoch 58 Batch 413/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0107 Epoch 58 Batch 414/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0167 Epoch 58 Batch 415/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9620, Loss: 0.0179 Epoch 58 Batch 416/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0153 Epoch 58 Batch 417/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9670, Loss: 0.0276 Epoch 58 Batch 418/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9616, Loss: 0.0113 Epoch 58 Batch 419/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0133 Epoch 58 Batch 420/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0113 Epoch 58 Batch 421/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9574, Loss: 0.0256 Epoch 58 Batch 422/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9577, Loss: 0.0106 Epoch 58 Batch 423/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9577, Loss: 0.0218 Epoch 58 Batch 424/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9581, Loss: 0.0142 Epoch 58 Batch 425/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9606, Loss: 0.0090 Epoch 58 Batch 426/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9634, Loss: 0.0173 Epoch 58 Batch 427/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9680, Loss: 0.0141 Epoch 58 Batch 428/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9677, Loss: 0.0135 Epoch 58 Batch 429/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9585, Loss: 0.0110 Epoch 58 Batch 430/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9613, Loss: 0.0158 Epoch 58 Batch 431/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0128 Epoch 58 Batch 432/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0178 Epoch 58 Batch 433/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9577, Loss: 0.0182 Epoch 58 Batch 434/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9577, Loss: 0.0125 Epoch 58 Batch 435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9577, Loss: 0.0180 Epoch 58 Batch 436/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9577, Loss: 0.0135 Epoch 58 Batch 437/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9553, Loss: 0.0134 Epoch 58 Batch 438/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9553, Loss: 0.0119 Epoch 58 Batch 439/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9553, Loss: 0.0169 Epoch 58 Batch 440/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9574, Loss: 0.0174 Epoch 58 Batch 441/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9602, Loss: 0.0149 Epoch 58 Batch 442/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9641, Loss: 0.0177 Epoch 58 Batch 443/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9638, Loss: 0.0116 Epoch 58 Batch 444/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9638, Loss: 0.0153 Epoch 58 Batch 445/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9638, Loss: 0.0146 Epoch 58 Batch 446/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9659, Loss: 0.0112 Epoch 58 Batch 447/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0114 Epoch 58 Batch 448/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9553, Loss: 0.0194 Epoch 58 Batch 449/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9553, Loss: 0.0194 Epoch 58 Batch 450/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9506, Loss: 0.0206 Epoch 58 Batch 451/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9506, Loss: 0.0105 Epoch 58 Batch 452/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9506, Loss: 0.0169 Epoch 58 Batch 453/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9503, Loss: 0.0190 Epoch 58 Batch 454/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9503, Loss: 0.0229 Epoch 58 Batch 455/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9503, Loss: 0.0180 Epoch 58 Batch 456/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9503, Loss: 0.0161 Epoch 58 Batch 457/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9517, Loss: 0.0117 Epoch 58 Batch 458/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0175 Epoch 58 Batch 459/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9563, Loss: 0.0145 Epoch 58 Batch 460/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9563, Loss: 0.0157 Epoch 58 Batch 461/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9563, Loss: 0.0136 Epoch 58 Batch 462/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0159 Epoch 58 Batch 463/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9634, Loss: 0.0148 Epoch 58 Batch 464/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0167 Epoch 58 Batch 465/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0231 Epoch 58 Batch 466/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9581, Loss: 0.0126 Epoch 58 Batch 467/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9627, Loss: 0.0108 Epoch 58 Batch 468/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9627, Loss: 0.0115 Epoch 58 Batch 469/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9631, Loss: 0.0084 Epoch 58 Batch 470/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9631, Loss: 0.0141 Epoch 58 Batch 471/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9688, Loss: 0.0105 Epoch 58 Batch 472/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9688, Loss: 0.0132 Epoch 58 Batch 473/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9684, Loss: 0.0136 Epoch 58 Batch 474/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9684, Loss: 0.0133 Epoch 58 Batch 475/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9730, Loss: 0.0114 Epoch 58 Batch 476/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9730, Loss: 0.0135 Epoch 58 Batch 477/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9730, Loss: 0.0153 Epoch 58 Batch 478/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9680, Loss: 0.0154 Epoch 58 Batch 479/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9730, Loss: 0.0142 Epoch 58 Batch 480/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9730, Loss: 0.0119 Epoch 58 Batch 481/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9663, Loss: 0.0166 Epoch 58 Batch 482/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9613, Loss: 0.0155 Epoch 58 Batch 483/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9656, Loss: 0.0170 Epoch 58 Batch 484/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0172 Epoch 58 Batch 485/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9588, Loss: 0.0129 Epoch 58 Batch 486/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9567, Loss: 0.0109 Epoch 58 Batch 487/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9609, Loss: 0.0113 Epoch 58 Batch 488/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9613, Loss: 0.0152 Epoch 58 Batch 489/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9613, Loss: 0.0111 Epoch 58 Batch 490/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9613, Loss: 0.0150 Epoch 58 Batch 491/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0219 Epoch 58 Batch 492/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0189 Epoch 58 Batch 493/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0115 Epoch 58 Batch 494/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0133 Epoch 58 Batch 495/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9524, Loss: 0.0158 Epoch 58 Batch 496/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9524, Loss: 0.0133 Epoch 58 Batch 497/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9524, Loss: 0.0163 Epoch 58 Batch 498/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9588, Loss: 0.0209 Epoch 58 Batch 499/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9542, Loss: 0.0127 Epoch 58 Batch 500/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9588, Loss: 0.0116 Epoch 58 Batch 501/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9585, Loss: 0.0133 Epoch 58 Batch 502/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0144 Epoch 58 Batch 503/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0103 Epoch 58 Batch 504/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0101 Epoch 58 Batch 505/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0083 Epoch 58 Batch 506/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9585, Loss: 0.0198 Epoch 58 Batch 507/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9634, Loss: 0.0172 Epoch 58 Batch 508/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9652, Loss: 0.0096 Epoch 58 Batch 509/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9634, Loss: 0.0203 Epoch 58 Batch 510/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9656, Loss: 0.0114 Epoch 58 Batch 511/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9648, Loss: 0.0153 Epoch 58 Batch 512/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9648, Loss: 0.0149 Epoch 58 Batch 513/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9656, Loss: 0.0176 Epoch 58 Batch 514/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0139 Epoch 58 Batch 515/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9656, Loss: 0.0120 Epoch 58 Batch 516/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9656, Loss: 0.0140 Epoch 58 Batch 517/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9656, Loss: 0.0167 Epoch 58 Batch 518/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9659, Loss: 0.0182 Epoch 58 Batch 519/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0150 Epoch 58 Batch 520/1077 - Train Accuracy: 0.9978, Validation Accuracy: 0.9563, Loss: 0.0097 Epoch 58 Batch 521/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9563, Loss: 0.0150 Epoch 58 Batch 522/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9570, Loss: 0.0196 Epoch 58 Batch 523/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0159 Epoch 58 Batch 524/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0196 Epoch 58 Batch 525/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9638, Loss: 0.0133 Epoch 58 Batch 526/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9631, Loss: 0.0114 Epoch 58 Batch 527/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9631, Loss: 0.0137 Epoch 58 Batch 528/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9673, Loss: 0.0184 Epoch 58 Batch 529/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0150 Epoch 58 Batch 530/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9673, Loss: 0.0159 Epoch 58 Batch 531/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9673, Loss: 0.0170 Epoch 58 Batch 532/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9673, Loss: 0.0210 Epoch 58 Batch 533/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9673, Loss: 0.0148 Epoch 58 Batch 534/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9677, Loss: 0.0181 Epoch 58 Batch 535/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9677, Loss: 0.0133 Epoch 58 Batch 536/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9680, Loss: 0.0173 Epoch 58 Batch 537/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9776, Loss: 0.0127 Epoch 58 Batch 538/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9780, Loss: 0.0143 Epoch 58 Batch 539/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9780, Loss: 0.0194 Epoch 58 Batch 540/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9730, Loss: 0.0102 Epoch 58 Batch 541/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0135 Epoch 58 Batch 542/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9616, Loss: 0.0164 Epoch 58 Batch 543/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0130 Epoch 58 Batch 544/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0133 Epoch 58 Batch 545/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9666, Loss: 0.0112 Epoch 58 Batch 546/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9670, Loss: 0.0155 Epoch 58 Batch 547/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9645, Loss: 0.0143 Epoch 58 Batch 548/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9602, Loss: 0.0172 Epoch 58 Batch 549/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9648, Loss: 0.0143 Epoch 58 Batch 550/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9620, Loss: 0.0167 Epoch 58 Batch 551/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9666, Loss: 0.0193 Epoch 58 Batch 552/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0161 Epoch 58 Batch 553/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9616, Loss: 0.0235 Epoch 58 Batch 554/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9616, Loss: 0.0132 Epoch 58 Batch 555/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9616, Loss: 0.0131 Epoch 58 Batch 556/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9613, Loss: 0.0107 Epoch 58 Batch 557/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0141 Epoch 58 Batch 558/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9702, Loss: 0.0100 Epoch 58 Batch 559/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9702, Loss: 0.0155 Epoch 58 Batch 560/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9698, Loss: 0.0160 Epoch 58 Batch 561/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9652, Loss: 0.0140 Epoch 58 Batch 562/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9652, Loss: 0.0146 Epoch 58 Batch 563/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9652, Loss: 0.0166 Epoch 58 Batch 564/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9702, Loss: 0.0218 Epoch 58 Batch 565/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9656, Loss: 0.0194 Epoch 58 Batch 566/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9659, Loss: 0.0167 Epoch 58 Batch 567/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9659, Loss: 0.0140 Epoch 58 Batch 568/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9663, Loss: 0.0118 Epoch 58 Batch 569/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9613, Loss: 0.0158 Epoch 58 Batch 570/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9577, Loss: 0.0165 Epoch 58 Batch 571/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9624, Loss: 0.0115 Epoch 58 Batch 572/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9624, Loss: 0.0153 Epoch 58 Batch 573/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9627, Loss: 0.0244 Epoch 58 Batch 574/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9677, Loss: 0.0169 Epoch 58 Batch 575/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9677, Loss: 0.0114 Epoch 58 Batch 576/1077 - Train Accuracy: 0.9979, Validation Accuracy: 0.9652, Loss: 0.0148 Epoch 58 Batch 577/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9702, Loss: 0.0138 Epoch 58 Batch 578/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9663, Loss: 0.0141 Epoch 58 Batch 579/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0127 Epoch 58 Batch 580/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9666, Loss: 0.0115 Epoch 58 Batch 581/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9666, Loss: 0.0117 Epoch 58 Batch 582/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9719, Loss: 0.0111 Epoch 58 Batch 583/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9719, Loss: 0.0155 Epoch 58 Batch 584/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9698, Loss: 0.0146 Epoch 58 Batch 585/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9695, Loss: 0.0092 Epoch 58 Batch 586/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9695, Loss: 0.0115 Epoch 58 Batch 587/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9691, Loss: 0.0164 Epoch 58 Batch 588/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9691, Loss: 0.0112 Epoch 58 Batch 589/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9691, Loss: 0.0126 Epoch 58 Batch 590/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9645, Loss: 0.0161 Epoch 58 Batch 591/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9645, Loss: 0.0135 Epoch 58 Batch 592/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9648, Loss: 0.0150 Epoch 58 Batch 593/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9634, Loss: 0.0251 Epoch 58 Batch 594/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9684, Loss: 0.0168 Epoch 58 Batch 595/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9684, Loss: 0.0123 Epoch 58 Batch 596/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9691, Loss: 0.0136 Epoch 58 Batch 597/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9691, Loss: 0.0114 Epoch 58 Batch 598/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9705, Loss: 0.0165 Epoch 58 Batch 599/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9730, Loss: 0.0217 Epoch 58 Batch 600/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9680, Loss: 0.0175 Epoch 58 Batch 601/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9680, Loss: 0.0133 Epoch 58 Batch 602/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9680, Loss: 0.0148 Epoch 58 Batch 603/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0129 Epoch 58 Batch 604/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0229 Epoch 58 Batch 605/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9705, Loss: 0.0177 Epoch 58 Batch 606/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0118 Epoch 58 Batch 607/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0188 Epoch 58 Batch 608/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9680, Loss: 0.0221 Epoch 58 Batch 609/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9680, Loss: 0.0170 Epoch 58 Batch 610/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9652, Loss: 0.0216 Epoch 58 Batch 611/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9652, Loss: 0.0119 Epoch 58 Batch 612/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9652, Loss: 0.0138 Epoch 58 Batch 613/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0178 Epoch 58 Batch 614/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9656, Loss: 0.0140 Epoch 58 Batch 615/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9677, Loss: 0.0107 Epoch 58 Batch 616/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0168 Epoch 58 Batch 617/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9652, Loss: 0.0115 Epoch 58 Batch 618/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0157 Epoch 58 Batch 619/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9652, Loss: 0.0095 Epoch 58 Batch 620/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9652, Loss: 0.0101 Epoch 58 Batch 621/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9656, Loss: 0.0161 Epoch 58 Batch 622/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9627, Loss: 0.0187 Epoch 58 Batch 623/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9627, Loss: 0.0186 Epoch 58 Batch 624/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9627, Loss: 0.0155 Epoch 58 Batch 625/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9627, Loss: 0.0181 Epoch 58 Batch 626/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9542, Loss: 0.0111 Epoch 58 Batch 627/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0151 Epoch 58 Batch 628/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0178 Epoch 58 Batch 629/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9602, Loss: 0.0125 Epoch 58 Batch 630/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0138 Epoch 58 Batch 631/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9602, Loss: 0.0150 Epoch 58 Batch 632/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9624, Loss: 0.0121 Epoch 58 Batch 633/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9627, Loss: 0.0163 Epoch 58 Batch 634/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9602, Loss: 0.0122 Epoch 58 Batch 635/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9702, Loss: 0.0150 Epoch 58 Batch 636/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9730, Loss: 0.0122 Epoch 58 Batch 637/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9776, Loss: 0.0157 Epoch 58 Batch 638/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9727, Loss: 0.0182 Epoch 58 Batch 639/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0189 Epoch 58 Batch 640/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9677, Loss: 0.0105 Epoch 58 Batch 641/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0144 Epoch 58 Batch 642/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9677, Loss: 0.0110 Epoch 58 Batch 643/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9677, Loss: 0.0136 Epoch 58 Batch 644/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9680, Loss: 0.0134 Epoch 58 Batch 645/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9684, Loss: 0.0189 Epoch 58 Batch 646/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9737, Loss: 0.0122 Epoch 58 Batch 647/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9737, Loss: 0.0167 Epoch 58 Batch 648/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9787, Loss: 0.0109 Epoch 58 Batch 649/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9766, Loss: 0.0164 Epoch 58 Batch 650/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9737, Loss: 0.0139 Epoch 58 Batch 651/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9737, Loss: 0.0133 Epoch 58 Batch 652/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9656, Loss: 0.0153 Epoch 58 Batch 653/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9602, Loss: 0.0202 Epoch 58 Batch 654/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9553, Loss: 0.0131 Epoch 58 Batch 655/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0160 Epoch 58 Batch 656/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9680, Loss: 0.0168 Epoch 58 Batch 657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9673, Loss: 0.0187 Epoch 58 Batch 658/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9631, Loss: 0.0090 Epoch 58 Batch 659/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9581, Loss: 0.0129 Epoch 58 Batch 660/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9606, Loss: 0.0114 Epoch 58 Batch 661/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9556, Loss: 0.0146 Epoch 58 Batch 662/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9556, Loss: 0.0112 Epoch 58 Batch 663/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9680, Loss: 0.0110 Epoch 58 Batch 664/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9673, Loss: 0.0126 Epoch 58 Batch 665/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9624, Loss: 0.0105 Epoch 58 Batch 666/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9624, Loss: 0.0182 Epoch 58 Batch 667/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9560, Loss: 0.0150 Epoch 58 Batch 668/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9560, Loss: 0.0137 Epoch 58 Batch 669/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9560, Loss: 0.0107 Epoch 58 Batch 670/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9588, Loss: 0.0111 Epoch 58 Batch 671/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9588, Loss: 0.0144 Epoch 58 Batch 672/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9588, Loss: 0.0128 Epoch 58 Batch 673/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0157 Epoch 58 Batch 674/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0142 Epoch 58 Batch 675/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9592, Loss: 0.0201 Epoch 58 Batch 676/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9592, Loss: 0.0183 Epoch 58 Batch 677/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9592, Loss: 0.0133 Epoch 58 Batch 678/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9688, Loss: 0.0107 Epoch 58 Batch 679/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9716, Loss: 0.0107 Epoch 58 Batch 680/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9716, Loss: 0.0171 Epoch 58 Batch 681/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9730, Loss: 0.0145 Epoch 58 Batch 682/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9652, Loss: 0.0096 Epoch 58 Batch 683/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9652, Loss: 0.0116 Epoch 58 Batch 684/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9645, Loss: 0.0137 Epoch 58 Batch 685/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9645, Loss: 0.0239 Epoch 58 Batch 686/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9677, Loss: 0.0113 Epoch 58 Batch 687/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9673, Loss: 0.0131 Epoch 58 Batch 688/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9673, Loss: 0.0110 Epoch 58 Batch 689/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9723, Loss: 0.0075 Epoch 58 Batch 690/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9670, Loss: 0.0166 Epoch 58 Batch 691/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9702, Loss: 0.0145 Epoch 58 Batch 692/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9702, Loss: 0.0159 Epoch 58 Batch 693/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9748, Loss: 0.0214 Epoch 58 Batch 694/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9748, Loss: 0.0125 Epoch 58 Batch 695/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9748, Loss: 0.0152 Epoch 58 Batch 696/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9751, Loss: 0.0139 Epoch 58 Batch 697/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9773, Loss: 0.0143 Epoch 58 Batch 698/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9727, Loss: 0.0097 Epoch 58 Batch 699/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9727, Loss: 0.0124 Epoch 58 Batch 700/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0125 Epoch 58 Batch 701/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9677, Loss: 0.0119 Epoch 58 Batch 702/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9684, Loss: 0.0209 Epoch 58 Batch 703/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9684, Loss: 0.0129 Epoch 58 Batch 704/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9684, Loss: 0.0212 Epoch 58 Batch 705/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9734, Loss: 0.0226 Epoch 58 Batch 706/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9734, Loss: 0.0361 Epoch 58 Batch 707/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9734, Loss: 0.0145 Epoch 58 Batch 708/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9730, Loss: 0.0135 Epoch 58 Batch 709/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9730, Loss: 0.0156 Epoch 58 Batch 710/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9727, Loss: 0.0119 Epoch 58 Batch 711/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0158 Epoch 58 Batch 712/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0108 Epoch 58 Batch 713/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9556, Loss: 0.0107 Epoch 58 Batch 714/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9549, Loss: 0.0144 Epoch 58 Batch 715/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9553, Loss: 0.0139 Epoch 58 Batch 716/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9549, Loss: 0.0130 Epoch 58 Batch 717/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9560, Loss: 0.0101 Epoch 58 Batch 718/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9567, Loss: 0.0151 Epoch 58 Batch 719/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9563, Loss: 0.0116 Epoch 58 Batch 720/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9563, Loss: 0.0163 Epoch 58 Batch 721/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9513, Loss: 0.0130 Epoch 58 Batch 722/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0128 Epoch 58 Batch 723/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9560, Loss: 0.0143 Epoch 58 Batch 724/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9556, Loss: 0.0174 Epoch 58 Batch 725/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9556, Loss: 0.0112 Epoch 58 Batch 726/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9556, Loss: 0.0097 Epoch 58 Batch 727/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0125 Epoch 58 Batch 728/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9585, Loss: 0.0178 Epoch 58 Batch 729/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0234 Epoch 58 Batch 730/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9595, Loss: 0.0228 Epoch 58 Batch 731/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9585, Loss: 0.0124 Epoch 58 Batch 732/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9613, Loss: 0.0177 Epoch 58 Batch 733/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9609, Loss: 0.0185 Epoch 58 Batch 734/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9585, Loss: 0.0143 Epoch 58 Batch 735/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0104 Epoch 58 Batch 736/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9528, Loss: 0.0133 Epoch 58 Batch 737/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9531, Loss: 0.0152 Epoch 58 Batch 738/1077 - Train Accuracy: 0.9915, Validation Accuracy: 0.9553, Loss: 0.0081 Epoch 58 Batch 739/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9553, Loss: 0.0144 Epoch 58 Batch 740/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9553, Loss: 0.0114 Epoch 58 Batch 741/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9595, Loss: 0.0206 Epoch 58 Batch 742/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9659, Loss: 0.0147 Epoch 58 Batch 743/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9705, Loss: 0.0125 Epoch 58 Batch 744/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9705, Loss: 0.0197 Epoch 58 Batch 745/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9730, Loss: 0.0159 Epoch 58 Batch 746/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9723, Loss: 0.0121 Epoch 58 Batch 747/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9663, Loss: 0.0138 Epoch 58 Batch 748/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9723, Loss: 0.0134 Epoch 58 Batch 749/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9698, Loss: 0.0105 Epoch 58 Batch 750/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9723, Loss: 0.0108 Epoch 58 Batch 751/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9680, Loss: 0.0152 Epoch 58 Batch 752/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9631, Loss: 0.0140 Epoch 58 Batch 753/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0131 Epoch 58 Batch 754/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0156 Epoch 58 Batch 755/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9631, Loss: 0.0167 Epoch 58 Batch 756/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9695, Loss: 0.0121 Epoch 58 Batch 757/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9723, Loss: 0.0128 Epoch 58 Batch 758/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9723, Loss: 0.0119 Epoch 58 Batch 759/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0173 Epoch 58 Batch 760/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9723, Loss: 0.0154 Epoch 58 Batch 761/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9723, Loss: 0.0127 Epoch 58 Batch 762/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9723, Loss: 0.0152 Epoch 58 Batch 763/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9727, Loss: 0.0145 Epoch 58 Batch 764/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9730, Loss: 0.0114 Epoch 58 Batch 765/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9730, Loss: 0.0150 Epoch 58 Batch 766/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9730, Loss: 0.0167 Epoch 58 Batch 767/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9780, Loss: 0.0179 Epoch 58 Batch 768/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9702, Loss: 0.0129 Epoch 58 Batch 769/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9659, Loss: 0.0159 Epoch 58 Batch 770/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9748, Loss: 0.0157 Epoch 58 Batch 771/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9748, Loss: 0.0128 Epoch 58 Batch 772/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9751, Loss: 0.0135 Epoch 58 Batch 773/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9702, Loss: 0.0118 Epoch 58 Batch 774/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9755, Loss: 0.0125 Epoch 58 Batch 775/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9755, Loss: 0.0136 Epoch 58 Batch 776/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9730, Loss: 0.0138 Epoch 58 Batch 777/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9712, Loss: 0.0109 Epoch 58 Batch 778/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9709, Loss: 0.0129 Epoch 58 Batch 779/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9783, Loss: 0.0138 Epoch 58 Batch 780/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9712, Loss: 0.0238 Epoch 58 Batch 781/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9609, Loss: 0.0111 Epoch 58 Batch 782/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9609, Loss: 0.0120 Epoch 58 Batch 783/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9609, Loss: 0.0166 Epoch 58 Batch 784/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0110 Epoch 58 Batch 785/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9616, Loss: 0.0098 Epoch 58 Batch 786/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9652, Loss: 0.0171 Epoch 58 Batch 787/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9648, Loss: 0.0097 Epoch 58 Batch 788/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9648, Loss: 0.0136 Epoch 58 Batch 789/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9592, Loss: 0.0135 Epoch 58 Batch 790/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0221 Epoch 58 Batch 791/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9634, Loss: 0.0166 Epoch 58 Batch 792/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9634, Loss: 0.0165 Epoch 58 Batch 793/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0143 Epoch 58 Batch 794/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9549, Loss: 0.0124 Epoch 58 Batch 795/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9545, Loss: 0.0148 Epoch 58 Batch 796/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0145 Epoch 58 Batch 797/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9638, Loss: 0.0146 Epoch 58 Batch 798/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9620, Loss: 0.0141 Epoch 58 Batch 799/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9670, Loss: 0.0208 Epoch 58 Batch 800/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9627, Loss: 0.0140 Epoch 58 Batch 801/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9627, Loss: 0.0133 Epoch 58 Batch 802/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9673, Loss: 0.0211 Epoch 58 Batch 803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9652, Loss: 0.0118 Epoch 58 Batch 804/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9606, Loss: 0.0104 Epoch 58 Batch 805/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0144 Epoch 58 Batch 806/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9581, Loss: 0.0123 Epoch 58 Batch 807/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9528, Loss: 0.0111 Epoch 58 Batch 808/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0250 Epoch 58 Batch 809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9485, Loss: 0.0279 Epoch 58 Batch 810/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9460, Loss: 0.0133 Epoch 58 Batch 811/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9503, Loss: 0.0169 Epoch 58 Batch 812/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0109 Epoch 58 Batch 813/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0130 Epoch 58 Batch 814/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0126 Epoch 58 Batch 815/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0153 Epoch 58 Batch 816/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0108 Epoch 58 Batch 817/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9695, Loss: 0.0143 Epoch 58 Batch 818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9645, Loss: 0.0230 Epoch 58 Batch 819/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9709, Loss: 0.0144 Epoch 58 Batch 820/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9656, Loss: 0.0135 Epoch 58 Batch 821/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9606, Loss: 0.0126 Epoch 58 Batch 822/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0121 Epoch 58 Batch 823/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9723, Loss: 0.0184 Epoch 58 Batch 824/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9652, Loss: 0.0135 Epoch 58 Batch 825/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9652, Loss: 0.0096 Epoch 58 Batch 826/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0108 Epoch 58 Batch 827/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9574, Loss: 0.0161 Epoch 58 Batch 828/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9631, Loss: 0.0124 Epoch 58 Batch 829/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0224 Epoch 58 Batch 830/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9478, Loss: 0.0187 Epoch 58 Batch 831/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9553, Loss: 0.0188 Epoch 58 Batch 832/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9553, Loss: 0.0130 Epoch 58 Batch 833/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0173 Epoch 58 Batch 834/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9648, Loss: 0.0172 Epoch 58 Batch 835/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9666, Loss: 0.0137 Epoch 58 Batch 836/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9659, Loss: 0.0111 Epoch 58 Batch 837/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9663, Loss: 0.0203 Epoch 58 Batch 838/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9666, Loss: 0.0131 Epoch 58 Batch 839/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9666, Loss: 0.0095 Epoch 58 Batch 840/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9666, Loss: 0.0174 Epoch 58 Batch 841/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9574, Loss: 0.0263 Epoch 58 Batch 842/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9478, Loss: 0.0100 Epoch 58 Batch 843/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9570, Loss: 0.0095 Epoch 58 Batch 844/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0134 Epoch 58 Batch 845/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9666, Loss: 0.0114 Epoch 58 Batch 846/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9716, Loss: 0.0232 Epoch 58 Batch 847/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9663, Loss: 0.0166 Epoch 58 Batch 848/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9663, Loss: 0.0155 Epoch 58 Batch 849/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0091 Epoch 58 Batch 850/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0202 Epoch 58 Batch 851/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9652, Loss: 0.0254 Epoch 58 Batch 852/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0187 Epoch 58 Batch 853/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9666, Loss: 0.0152 Epoch 58 Batch 854/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9719, Loss: 0.0139 Epoch 58 Batch 855/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9744, Loss: 0.0150 Epoch 58 Batch 856/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9787, Loss: 0.0151 Epoch 58 Batch 857/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9787, Loss: 0.0112 Epoch 58 Batch 858/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9737, Loss: 0.0082 Epoch 58 Batch 859/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9734, Loss: 0.0137 Epoch 58 Batch 860/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9737, Loss: 0.0133 Epoch 58 Batch 861/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9737, Loss: 0.0138 Epoch 58 Batch 862/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9737, Loss: 0.0193 Epoch 58 Batch 863/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9744, Loss: 0.0152 Epoch 58 Batch 864/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9691, Loss: 0.0179 Epoch 58 Batch 865/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0175 Epoch 58 Batch 866/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0154 Epoch 58 Batch 867/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9542, Loss: 0.0483 Epoch 58 Batch 868/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0170 Epoch 58 Batch 869/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9592, Loss: 0.0119 Epoch 58 Batch 870/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9734, Loss: 0.0153 Epoch 58 Batch 871/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9759, Loss: 0.0126 Epoch 58 Batch 872/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9709, Loss: 0.0161 Epoch 58 Batch 873/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9709, Loss: 0.0134 Epoch 58 Batch 874/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9709, Loss: 0.0202 Epoch 58 Batch 875/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9673, Loss: 0.0111 Epoch 58 Batch 876/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0133 Epoch 58 Batch 877/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9673, Loss: 0.0107 Epoch 58 Batch 878/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9673, Loss: 0.0114 Epoch 58 Batch 879/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9673, Loss: 0.0083 Epoch 58 Batch 880/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9670, Loss: 0.0150 Epoch 58 Batch 881/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0174 Epoch 58 Batch 882/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9673, Loss: 0.0162 Epoch 58 Batch 883/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9723, Loss: 0.0191 Epoch 58 Batch 884/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9663, Loss: 0.0158 Epoch 58 Batch 885/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9663, Loss: 0.0072 Epoch 58 Batch 886/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9716, Loss: 0.0192 Epoch 58 Batch 887/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9666, Loss: 0.0183 Epoch 58 Batch 888/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9666, Loss: 0.0181 Epoch 58 Batch 889/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9716, Loss: 0.0161 Epoch 58 Batch 890/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0152 Epoch 58 Batch 891/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9616, Loss: 0.0158 Epoch 58 Batch 892/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0159 Epoch 58 Batch 893/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9567, Loss: 0.0120 Epoch 58 Batch 894/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9570, Loss: 0.0141 Epoch 58 Batch 895/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0114 Epoch 58 Batch 896/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9474, Loss: 0.0144 Epoch 58 Batch 897/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9521, Loss: 0.0106 Epoch 58 Batch 898/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0180 Epoch 58 Batch 899/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0179 Epoch 58 Batch 900/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9677, Loss: 0.0212 Epoch 58 Batch 901/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9723, Loss: 0.0257 Epoch 58 Batch 902/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9723, Loss: 0.0194 Epoch 58 Batch 903/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9716, Loss: 0.0155 Epoch 58 Batch 904/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9744, Loss: 0.0147 Epoch 58 Batch 905/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9744, Loss: 0.0115 Epoch 58 Batch 906/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9748, Loss: 0.0161 Epoch 58 Batch 907/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9748, Loss: 0.0167 Epoch 58 Batch 908/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9748, Loss: 0.0132 Epoch 58 Batch 909/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9798, Loss: 0.0184 Epoch 58 Batch 910/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9794, Loss: 0.0182 Epoch 58 Batch 911/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9794, Loss: 0.0162 Epoch 58 Batch 912/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9769, Loss: 0.0185 Epoch 58 Batch 913/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9719, Loss: 0.0211 Epoch 58 Batch 914/1077 - Train Accuracy: 0.9600, Validation Accuracy: 0.9723, Loss: 0.0475 Epoch 58 Batch 915/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9723, Loss: 0.0145 Epoch 58 Batch 916/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9769, Loss: 0.0120 Epoch 58 Batch 917/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9719, Loss: 0.0197 Epoch 58 Batch 918/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9670, Loss: 0.0136 Epoch 58 Batch 919/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9670, Loss: 0.0126 Epoch 58 Batch 920/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9624, Loss: 0.0123 Epoch 58 Batch 921/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9624, Loss: 0.0188 Epoch 58 Batch 922/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9613, Loss: 0.0128 Epoch 58 Batch 923/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9631, Loss: 0.0078 Epoch 58 Batch 924/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9631, Loss: 0.0193 Epoch 58 Batch 925/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9684, Loss: 0.0112 Epoch 58 Batch 926/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9670, Loss: 0.0156 Epoch 58 Batch 927/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9670, Loss: 0.0216 Epoch 58 Batch 928/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0137 Epoch 58 Batch 929/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9624, Loss: 0.0128 Epoch 58 Batch 930/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9606, Loss: 0.0137 Epoch 58 Batch 931/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9595, Loss: 0.0093 Epoch 58 Batch 932/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9641, Loss: 0.0126 Epoch 58 Batch 933/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9652, Loss: 0.0187 Epoch 58 Batch 934/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0125 Epoch 58 Batch 935/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9652, Loss: 0.0116 Epoch 58 Batch 936/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9670, Loss: 0.0216 Epoch 58 Batch 937/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0198 Epoch 58 Batch 938/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9719, Loss: 0.0198 Epoch 58 Batch 939/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9666, Loss: 0.0207 Epoch 58 Batch 940/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9659, Loss: 0.0182 Epoch 58 Batch 941/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9606, Loss: 0.0122 Epoch 58 Batch 942/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0195 Epoch 58 Batch 943/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9709, Loss: 0.0105 Epoch 58 Batch 944/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9684, Loss: 0.0124 Epoch 58 Batch 945/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9688, Loss: 0.0102 Epoch 58 Batch 946/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9688, Loss: 0.0104 Epoch 58 Batch 947/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9695, Loss: 0.0126 Epoch 58 Batch 948/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0127 Epoch 58 Batch 949/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9638, Loss: 0.0152 Epoch 58 Batch 950/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9641, Loss: 0.0130 Epoch 58 Batch 951/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9688, Loss: 0.0137 Epoch 58 Batch 952/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9688, Loss: 0.0104 Epoch 58 Batch 953/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9684, Loss: 0.0131 Epoch 58 Batch 954/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9663, Loss: 0.0202 Epoch 58 Batch 955/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9730, Loss: 0.0143 Epoch 58 Batch 956/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9709, Loss: 0.0118 Epoch 58 Batch 957/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9730, Loss: 0.0083 Epoch 58 Batch 958/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9634, Loss: 0.0137 Epoch 58 Batch 959/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9588, Loss: 0.0198 Epoch 58 Batch 960/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9592, Loss: 0.0156 Epoch 58 Batch 961/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9545, Loss: 0.0098 Epoch 58 Batch 962/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9638, Loss: 0.0207 Epoch 58 Batch 963/1077 - Train Accuracy: 0.9839, Validation Accuracy: 0.9634, Loss: 0.0162 Epoch 58 Batch 964/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9680, Loss: 0.0129 Epoch 58 Batch 965/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9634, Loss: 0.0267 Epoch 58 Batch 966/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0141 Epoch 58 Batch 967/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9680, Loss: 0.0175 Epoch 58 Batch 968/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9631, Loss: 0.0157 Epoch 58 Batch 969/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0235 Epoch 58 Batch 970/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9677, Loss: 0.0148 Epoch 58 Batch 971/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9670, Loss: 0.0213 Epoch 58 Batch 972/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9673, Loss: 0.0145 Epoch 58 Batch 973/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9624, Loss: 0.0106 Epoch 58 Batch 974/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9673, Loss: 0.0097 Epoch 58 Batch 975/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9673, Loss: 0.0113 Epoch 58 Batch 976/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9673, Loss: 0.0102 Epoch 58 Batch 977/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9723, Loss: 0.0077 Epoch 58 Batch 978/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9723, Loss: 0.0193 Epoch 58 Batch 979/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9705, Loss: 0.0166 Epoch 58 Batch 980/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9702, Loss: 0.0174 Epoch 58 Batch 981/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9602, Loss: 0.0227 Epoch 58 Batch 982/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9652, Loss: 0.0118 Epoch 58 Batch 983/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9613, Loss: 0.0143 Epoch 58 Batch 984/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0193 Epoch 58 Batch 985/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9666, Loss: 0.0099 Epoch 58 Batch 986/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9684, Loss: 0.0135 Epoch 58 Batch 987/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9680, Loss: 0.0096 Epoch 58 Batch 988/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0170 Epoch 58 Batch 989/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9606, Loss: 0.0142 Epoch 58 Batch 990/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9606, Loss: 0.0137 Epoch 58 Batch 991/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9549, Loss: 0.0124 Epoch 58 Batch 992/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9496, Loss: 0.0164 Epoch 58 Batch 993/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9545, Loss: 0.0160 Epoch 58 Batch 994/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0151 Epoch 58 Batch 995/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0104 Epoch 58 Batch 996/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0175 Epoch 58 Batch 997/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9606, Loss: 0.0151 Epoch 58 Batch 998/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9624, Loss: 0.0126 Epoch 58 Batch 999/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9620, Loss: 0.0166 Epoch 58 Batch 1000/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9613, Loss: 0.0132 Epoch 58 Batch 1001/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9560, Loss: 0.0116 Epoch 58 Batch 1002/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0096 Epoch 58 Batch 1003/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9549, Loss: 0.0165 Epoch 58 Batch 1004/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9467, Loss: 0.0130 Epoch 58 Batch 1005/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9513, Loss: 0.0153 Epoch 58 Batch 1006/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0136 Epoch 58 Batch 1007/1077 - Train Accuracy: 0.9978, Validation Accuracy: 0.9510, Loss: 0.0082 Epoch 58 Batch 1008/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0167 Epoch 58 Batch 1009/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9510, Loss: 0.0098 Epoch 58 Batch 1010/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9574, Loss: 0.0104 Epoch 58 Batch 1011/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9556, Loss: 0.0128 Epoch 58 Batch 1012/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9535, Loss: 0.0104 Epoch 58 Batch 1013/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9535, Loss: 0.0100 Epoch 58 Batch 1014/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9531, Loss: 0.0132 Epoch 58 Batch 1015/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9556, Loss: 0.0152 Epoch 58 Batch 1016/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9556, Loss: 0.0150 Epoch 58 Batch 1017/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9556, Loss: 0.0132 Epoch 58 Batch 1018/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9535, Loss: 0.0199 Epoch 58 Batch 1019/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9531, Loss: 0.0264 Epoch 58 Batch 1020/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9535, Loss: 0.0116 Epoch 58 Batch 1021/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9560, Loss: 0.0132 Epoch 58 Batch 1022/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9538, Loss: 0.0116 Epoch 58 Batch 1023/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9656, Loss: 0.0188 Epoch 58 Batch 1024/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9677, Loss: 0.0186 Epoch 58 Batch 1025/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9627, Loss: 0.0163 Epoch 58 Batch 1026/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9695, Loss: 0.0138 Epoch 58 Batch 1027/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9695, Loss: 0.0171 Epoch 58 Batch 1028/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9695, Loss: 0.0148 Epoch 58 Batch 1029/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9602, Loss: 0.0135 Epoch 58 Batch 1030/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9602, Loss: 0.0158 Epoch 58 Batch 1031/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9652, Loss: 0.0278 Epoch 58 Batch 1032/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9652, Loss: 0.0179 Epoch 58 Batch 1033/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9602, Loss: 0.0174 Epoch 58 Batch 1034/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9648, Loss: 0.0137 Epoch 58 Batch 1035/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9648, Loss: 0.0119 Epoch 58 Batch 1036/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9645, Loss: 0.0190 Epoch 58 Batch 1037/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9695, Loss: 0.0175 Epoch 58 Batch 1038/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9698, Loss: 0.0216 Epoch 58 Batch 1039/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9652, Loss: 0.0138 Epoch 58 Batch 1040/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9684, Loss: 0.0152 Epoch 58 Batch 1041/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0252 Epoch 58 Batch 1042/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9638, Loss: 0.0116 Epoch 58 Batch 1043/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9684, Loss: 0.0240 Epoch 58 Batch 1044/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9684, Loss: 0.0148 Epoch 58 Batch 1045/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9730, Loss: 0.0166 Epoch 58 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9727, Loss: 0.0079 Epoch 58 Batch 1047/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9691, Loss: 0.0129 Epoch 58 Batch 1048/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9691, Loss: 0.0179 Epoch 58 Batch 1049/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9648, Loss: 0.0137 Epoch 58 Batch 1050/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9599, Loss: 0.0103 Epoch 58 Batch 1051/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9595, Loss: 0.0168 Epoch 58 Batch 1052/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9595, Loss: 0.0129 Epoch 58 Batch 1053/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0163 Epoch 58 Batch 1054/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9631, Loss: 0.0154 Epoch 58 Batch 1055/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9727, Loss: 0.0138 Epoch 58 Batch 1056/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9727, Loss: 0.0100 Epoch 58 Batch 1057/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9727, Loss: 0.0123 Epoch 58 Batch 1058/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9727, Loss: 0.0170 Epoch 58 Batch 1059/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9684, Loss: 0.0167 Epoch 58 Batch 1060/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9684, Loss: 0.0114 Epoch 58 Batch 1061/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0171 Epoch 58 Batch 1062/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0189 Epoch 58 Batch 1063/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9656, Loss: 0.0210 Epoch 58 Batch 1064/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0140 Epoch 58 Batch 1065/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9641, Loss: 0.0138 Epoch 58 Batch 1066/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9641, Loss: 0.0115 Epoch 58 Batch 1067/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9577, Loss: 0.0153 Epoch 58 Batch 1068/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9581, Loss: 0.0111 Epoch 58 Batch 1069/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9606, Loss: 0.0122 Epoch 58 Batch 1070/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0140 Epoch 58 Batch 1071/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0157 Epoch 58 Batch 1072/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9666, Loss: 0.0171 Epoch 58 Batch 1073/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9698, Loss: 0.0167 Epoch 58 Batch 1074/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9698, Loss: 0.0165 Epoch 58 Batch 1075/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9751, Loss: 0.0158 Epoch 59 Batch 1/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9727, Loss: 0.0130 Epoch 59 Batch 2/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9727, Loss: 0.0141 Epoch 59 Batch 3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9727, Loss: 0.0181 Epoch 59 Batch 4/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9727, Loss: 0.0163 Epoch 59 Batch 5/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9727, Loss: 0.0207 Epoch 59 Batch 6/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9727, Loss: 0.0121 Epoch 59 Batch 7/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9727, Loss: 0.0127 Epoch 59 Batch 8/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9702, Loss: 0.0175 Epoch 59 Batch 9/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9656, Loss: 0.0154 Epoch 59 Batch 10/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9698, Loss: 0.0149 Epoch 59 Batch 11/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9698, Loss: 0.0216 Epoch 59 Batch 12/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9698, Loss: 0.0130 Epoch 59 Batch 13/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9698, Loss: 0.0219 Epoch 59 Batch 14/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9698, Loss: 0.0136 Epoch 59 Batch 15/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9723, Loss: 0.0148 Epoch 59 Batch 16/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9723, Loss: 0.0177 Epoch 59 Batch 17/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9691, Loss: 0.0133 Epoch 59 Batch 18/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9691, Loss: 0.0101 Epoch 59 Batch 19/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9695, Loss: 0.0137 Epoch 59 Batch 20/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9677, Loss: 0.0123 Epoch 59 Batch 21/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9677, Loss: 0.0156 Epoch 59 Batch 22/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9684, Loss: 0.0166 Epoch 59 Batch 23/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9659, Loss: 0.0138 Epoch 59 Batch 24/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9663, Loss: 0.0196 Epoch 59 Batch 25/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9588, Loss: 0.0090 Epoch 59 Batch 26/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0190 Epoch 59 Batch 27/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9641, Loss: 0.0140 Epoch 59 Batch 28/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9592, Loss: 0.0165 Epoch 59 Batch 29/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0157 Epoch 59 Batch 30/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9570, Loss: 0.0125 Epoch 59 Batch 31/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9648, Loss: 0.0153 Epoch 59 Batch 32/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9595, Loss: 0.0125 Epoch 59 Batch 33/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9638, Loss: 0.0100 Epoch 59 Batch 34/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9656, Loss: 0.0225 Epoch 59 Batch 35/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9613, Loss: 0.0205 Epoch 59 Batch 36/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0110 Epoch 59 Batch 37/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9588, Loss: 0.0190 Epoch 59 Batch 38/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9506, Loss: 0.0221 Epoch 59 Batch 39/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9556, Loss: 0.0147 Epoch 59 Batch 40/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9577, Loss: 0.0115 Epoch 59 Batch 41/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0131 Epoch 59 Batch 42/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0206 Epoch 59 Batch 43/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9677, Loss: 0.0104 Epoch 59 Batch 44/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9634, Loss: 0.0091 Epoch 59 Batch 45/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9638, Loss: 0.0154 Epoch 59 Batch 46/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9574, Loss: 0.0167 Epoch 59 Batch 47/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9620, Loss: 0.0153 Epoch 59 Batch 48/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9709, Loss: 0.0210 Epoch 59 Batch 49/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9709, Loss: 0.0235 Epoch 59 Batch 50/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0142 Epoch 59 Batch 51/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9680, Loss: 0.0142 Epoch 59 Batch 52/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9638, Loss: 0.0156 Epoch 59 Batch 53/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0135 Epoch 59 Batch 54/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0247 Epoch 59 Batch 55/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9556, Loss: 0.0129 Epoch 59 Batch 56/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0117 Epoch 59 Batch 57/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9641, Loss: 0.0167 Epoch 59 Batch 58/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9641, Loss: 0.0159 Epoch 59 Batch 59/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9595, Loss: 0.0187 Epoch 59 Batch 60/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9616, Loss: 0.0088 Epoch 59 Batch 61/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9652, Loss: 0.0111 Epoch 59 Batch 62/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9652, Loss: 0.0199 Epoch 59 Batch 63/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0120 Epoch 59 Batch 64/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9677, Loss: 0.0130 Epoch 59 Batch 65/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9677, Loss: 0.0106 Epoch 59 Batch 66/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0114 Epoch 59 Batch 67/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9705, Loss: 0.0158 Epoch 59 Batch 68/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9663, Loss: 0.0170 Epoch 59 Batch 69/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9709, Loss: 0.0221 Epoch 59 Batch 70/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9592, Loss: 0.0226 Epoch 59 Batch 71/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9592, Loss: 0.0102 Epoch 59 Batch 72/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0146 Epoch 59 Batch 73/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9691, Loss: 0.0114 Epoch 59 Batch 74/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0134 Epoch 59 Batch 75/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0240 Epoch 59 Batch 76/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0142 Epoch 59 Batch 77/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9517, Loss: 0.0151 Epoch 59 Batch 78/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9513, Loss: 0.0136 Epoch 59 Batch 79/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0105 Epoch 59 Batch 80/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0155 Epoch 59 Batch 81/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9570, Loss: 0.0100 Epoch 59 Batch 82/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9634, Loss: 0.0130 Epoch 59 Batch 83/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9624, Loss: 0.0117 Epoch 59 Batch 84/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0133 Epoch 59 Batch 85/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0117 Epoch 59 Batch 86/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9624, Loss: 0.0169 Epoch 59 Batch 87/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9684, Loss: 0.0187 Epoch 59 Batch 88/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9684, Loss: 0.0157 Epoch 59 Batch 89/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9684, Loss: 0.0120 Epoch 59 Batch 90/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9634, Loss: 0.0114 Epoch 59 Batch 91/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9570, Loss: 0.0121 Epoch 59 Batch 92/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9624, Loss: 0.0146 Epoch 59 Batch 93/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0112 Epoch 59 Batch 94/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9670, Loss: 0.0112 Epoch 59 Batch 95/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9616, Loss: 0.0131 Epoch 59 Batch 96/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9574, Loss: 0.0204 Epoch 59 Batch 97/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9577, Loss: 0.0167 Epoch 59 Batch 98/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9602, Loss: 0.0205 Epoch 59 Batch 99/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9602, Loss: 0.0145 Epoch 59 Batch 100/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9709, Loss: 0.0121 Epoch 59 Batch 101/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9702, Loss: 0.0160 Epoch 59 Batch 102/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9631, Loss: 0.0118 Epoch 59 Batch 103/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9631, Loss: 0.0213 Epoch 59 Batch 104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9634, Loss: 0.0163 Epoch 59 Batch 105/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9634, Loss: 0.0148 Epoch 59 Batch 106/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9677, Loss: 0.0138 Epoch 59 Batch 107/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9677, Loss: 0.0149 Epoch 59 Batch 108/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9631, Loss: 0.0181 Epoch 59 Batch 109/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0126 Epoch 59 Batch 110/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9680, Loss: 0.0126 Epoch 59 Batch 111/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9684, Loss: 0.0113 Epoch 59 Batch 112/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9680, Loss: 0.0124 Epoch 59 Batch 113/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0192 Epoch 59 Batch 114/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0123 Epoch 59 Batch 115/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0142 Epoch 59 Batch 116/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9751, Loss: 0.0195 Epoch 59 Batch 117/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0116 Epoch 59 Batch 118/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9702, Loss: 0.0115 Epoch 59 Batch 119/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9656, Loss: 0.0088 Epoch 59 Batch 120/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9656, Loss: 0.0158 Epoch 59 Batch 121/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9755, Loss: 0.0205 Epoch 59 Batch 122/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9755, Loss: 0.0135 Epoch 59 Batch 123/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9709, Loss: 0.0111 Epoch 59 Batch 124/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9666, Loss: 0.0199 Epoch 59 Batch 125/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9755, Loss: 0.0225 Epoch 59 Batch 126/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9709, Loss: 0.0167 Epoch 59 Batch 127/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9709, Loss: 0.0159 Epoch 59 Batch 128/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9645, Loss: 0.0127 Epoch 59 Batch 129/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9638, Loss: 0.0168 Epoch 59 Batch 130/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9638, Loss: 0.0109 Epoch 59 Batch 131/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9588, Loss: 0.0118 Epoch 59 Batch 132/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0118 Epoch 59 Batch 133/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9531, Loss: 0.0103 Epoch 59 Batch 134/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9478, Loss: 0.0119 Epoch 59 Batch 135/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9478, Loss: 0.0142 Epoch 59 Batch 136/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0114 Epoch 59 Batch 137/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0121 Epoch 59 Batch 138/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0164 Epoch 59 Batch 139/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0129 Epoch 59 Batch 140/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9645, Loss: 0.0128 Epoch 59 Batch 141/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9695, Loss: 0.0113 Epoch 59 Batch 142/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9741, Loss: 0.0148 Epoch 59 Batch 143/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9741, Loss: 0.0125 Epoch 59 Batch 144/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9741, Loss: 0.0163 Epoch 59 Batch 145/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9641, Loss: 0.0111 Epoch 59 Batch 146/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9641, Loss: 0.0517 Epoch 59 Batch 147/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9673, Loss: 0.0127 Epoch 59 Batch 148/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9670, Loss: 0.0195 Epoch 59 Batch 149/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0100 Epoch 59 Batch 150/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9666, Loss: 0.0137 Epoch 59 Batch 151/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9666, Loss: 0.0101 Epoch 59 Batch 152/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9663, Loss: 0.0187 Epoch 59 Batch 153/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9705, Loss: 0.0229 Epoch 59 Batch 154/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9684, Loss: 0.0119 Epoch 59 Batch 155/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9620, Loss: 0.0168 Epoch 59 Batch 156/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0122 Epoch 59 Batch 157/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9691, Loss: 0.0112 Epoch 59 Batch 158/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9648, Loss: 0.0142 Epoch 59 Batch 159/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0128 Epoch 59 Batch 160/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9595, Loss: 0.0107 Epoch 59 Batch 161/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0086 Epoch 59 Batch 162/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9609, Loss: 0.0123 Epoch 59 Batch 163/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9652, Loss: 0.0221 Epoch 59 Batch 164/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0132 Epoch 59 Batch 165/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0202 Epoch 59 Batch 166/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0135 Epoch 59 Batch 167/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0116 Epoch 59 Batch 168/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9677, Loss: 0.0255 Epoch 59 Batch 169/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9730, Loss: 0.0119 Epoch 59 Batch 170/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9727, Loss: 0.0145 Epoch 59 Batch 171/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9727, Loss: 0.0144 Epoch 59 Batch 172/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9727, Loss: 0.0097 Epoch 59 Batch 173/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9723, Loss: 0.0165 Epoch 59 Batch 174/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9723, Loss: 0.0078 Epoch 59 Batch 175/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9677, Loss: 0.0174 Epoch 59 Batch 176/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9677, Loss: 0.0152 Epoch 59 Batch 177/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9698, Loss: 0.0127 Epoch 59 Batch 178/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9698, Loss: 0.0139 Epoch 59 Batch 179/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9698, Loss: 0.0184 Epoch 59 Batch 180/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9744, Loss: 0.0122 Epoch 59 Batch 181/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9744, Loss: 0.0167 Epoch 59 Batch 182/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9744, Loss: 0.0227 Epoch 59 Batch 183/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9744, Loss: 0.0182 Epoch 59 Batch 184/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9741, Loss: 0.0145 Epoch 59 Batch 185/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9741, Loss: 0.0146 Epoch 59 Batch 186/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9741, Loss: 0.0157 Epoch 59 Batch 187/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9741, Loss: 0.0076 Epoch 59 Batch 188/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9741, Loss: 0.0167 Epoch 59 Batch 189/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9716, Loss: 0.0104 Epoch 59 Batch 190/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9691, Loss: 0.0149 Epoch 59 Batch 191/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9716, Loss: 0.0106 Epoch 59 Batch 192/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9691, Loss: 0.0119 Epoch 59 Batch 193/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9691, Loss: 0.0128 Epoch 59 Batch 194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9741, Loss: 0.0105 Epoch 59 Batch 195/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9712, Loss: 0.0181 Epoch 59 Batch 196/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9716, Loss: 0.0092 Epoch 59 Batch 197/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9716, Loss: 0.0141 Epoch 59 Batch 198/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9716, Loss: 0.0153 Epoch 59 Batch 199/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9716, Loss: 0.0110 Epoch 59 Batch 200/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9719, Loss: 0.0125 Epoch 59 Batch 201/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9673, Loss: 0.0148 Epoch 59 Batch 202/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9670, Loss: 0.0122 Epoch 59 Batch 203/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9670, Loss: 0.0158 Epoch 59 Batch 204/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9670, Loss: 0.0335 Epoch 59 Batch 205/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9695, Loss: 0.0222 Epoch 59 Batch 206/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9698, Loss: 0.0116 Epoch 59 Batch 207/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9698, Loss: 0.0124 Epoch 59 Batch 208/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9744, Loss: 0.0142 Epoch 59 Batch 209/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9719, Loss: 0.0101 Epoch 59 Batch 210/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9652, Loss: 0.0123 Epoch 59 Batch 211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9652, Loss: 0.0115 Epoch 59 Batch 212/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9702, Loss: 0.0118 Epoch 59 Batch 213/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9702, Loss: 0.0111 Epoch 59 Batch 214/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9702, Loss: 0.0107 Epoch 59 Batch 215/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9652, Loss: 0.0169 Epoch 59 Batch 216/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9702, Loss: 0.0120 Epoch 59 Batch 217/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0097 Epoch 59 Batch 218/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9702, Loss: 0.0152 Epoch 59 Batch 219/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9702, Loss: 0.0096 Epoch 59 Batch 220/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9656, Loss: 0.0128 Epoch 59 Batch 221/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9684, Loss: 0.0127 Epoch 59 Batch 222/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0130 Epoch 59 Batch 223/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0113 Epoch 59 Batch 224/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9613, Loss: 0.0116 Epoch 59 Batch 225/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9613, Loss: 0.0178 Epoch 59 Batch 226/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9613, Loss: 0.0163 Epoch 59 Batch 227/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9727, Loss: 0.0179 Epoch 59 Batch 228/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9727, Loss: 0.0109 Epoch 59 Batch 229/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9734, Loss: 0.0134 Epoch 59 Batch 230/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9730, Loss: 0.0143 Epoch 59 Batch 231/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9727, Loss: 0.0180 Epoch 59 Batch 232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9727, Loss: 0.0129 Epoch 59 Batch 233/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9727, Loss: 0.0181 Epoch 59 Batch 234/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9727, Loss: 0.0144 Epoch 59 Batch 235/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9727, Loss: 0.0199 Epoch 59 Batch 236/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9727, Loss: 0.0129 Epoch 59 Batch 237/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9727, Loss: 0.0129 Epoch 59 Batch 238/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9727, Loss: 0.0105 Epoch 59 Batch 239/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9727, Loss: 0.0085 Epoch 59 Batch 240/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9680, Loss: 0.0092 Epoch 59 Batch 241/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9680, Loss: 0.0085 Epoch 59 Batch 242/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9659, Loss: 0.0115 Epoch 59 Batch 243/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9659, Loss: 0.0177 Epoch 59 Batch 244/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9709, Loss: 0.0127 Epoch 59 Batch 245/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0137 Epoch 59 Batch 246/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9659, Loss: 0.0159 Epoch 59 Batch 247/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9659, Loss: 0.0162 Epoch 59 Batch 248/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0118 Epoch 59 Batch 249/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9663, Loss: 0.0114 Epoch 59 Batch 250/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9659, Loss: 0.0160 Epoch 59 Batch 251/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9659, Loss: 0.0172 Epoch 59 Batch 252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0172 Epoch 59 Batch 253/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9659, Loss: 0.0160 Epoch 59 Batch 254/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9776, Loss: 0.0197 Epoch 59 Batch 255/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9748, Loss: 0.0117 Epoch 59 Batch 256/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9744, Loss: 0.0312 Epoch 59 Batch 257/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9744, Loss: 0.0113 Epoch 59 Batch 258/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9741, Loss: 0.0113 Epoch 59 Batch 259/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9744, Loss: 0.0141 Epoch 59 Batch 260/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9748, Loss: 0.0108 Epoch 59 Batch 261/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9748, Loss: 0.0150 Epoch 59 Batch 262/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9748, Loss: 0.0122 Epoch 59 Batch 263/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9748, Loss: 0.0093 Epoch 59 Batch 264/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9684, Loss: 0.0107 Epoch 59 Batch 265/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9688, Loss: 0.0102 Epoch 59 Batch 266/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9741, Loss: 0.0143 Epoch 59 Batch 267/1077 - Train Accuracy: 0.9954, Validation Accuracy: 0.9766, Loss: 0.0095 Epoch 59 Batch 268/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9766, Loss: 0.0194 Epoch 59 Batch 269/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9670, Loss: 0.0156 Epoch 59 Batch 270/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9670, Loss: 0.0220 Epoch 59 Batch 271/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9627, Loss: 0.0182 Epoch 59 Batch 272/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9641, Loss: 0.0380 Epoch 59 Batch 273/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9688, Loss: 0.0102 Epoch 59 Batch 274/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9638, Loss: 0.0161 Epoch 59 Batch 275/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9588, Loss: 0.0122 Epoch 59 Batch 276/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9585, Loss: 0.0252 Epoch 59 Batch 277/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9471, Loss: 0.0124 Epoch 59 Batch 278/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9513, Loss: 0.0147 Epoch 59 Batch 279/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9631, Loss: 0.0136 Epoch 59 Batch 280/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0176 Epoch 59 Batch 281/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0158 Epoch 59 Batch 282/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9670, Loss: 0.0177 Epoch 59 Batch 283/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9695, Loss: 0.0163 Epoch 59 Batch 284/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9695, Loss: 0.0136 Epoch 59 Batch 285/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9695, Loss: 0.0164 Epoch 59 Batch 286/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9652, Loss: 0.0130 Epoch 59 Batch 287/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9652, Loss: 0.0246 Epoch 59 Batch 288/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9652, Loss: 0.0187 Epoch 59 Batch 289/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9656, Loss: 0.0101 Epoch 59 Batch 290/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9656, Loss: 0.0229 Epoch 59 Batch 291/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9659, Loss: 0.0238 Epoch 59 Batch 292/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9680, Loss: 0.0142 Epoch 59 Batch 293/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9627, Loss: 0.0087 Epoch 59 Batch 294/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9556, Loss: 0.0156 Epoch 59 Batch 295/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9439, Loss: 0.0160 Epoch 59 Batch 296/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9439, Loss: 0.0139 Epoch 59 Batch 297/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9513, Loss: 0.0158 Epoch 59 Batch 298/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9567, Loss: 0.0187 Epoch 59 Batch 299/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9606, Loss: 0.0171 Epoch 59 Batch 300/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9606, Loss: 0.0120 Epoch 59 Batch 301/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9638, Loss: 0.0130 Epoch 59 Batch 302/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9638, Loss: 0.0202 Epoch 59 Batch 303/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0165 Epoch 59 Batch 304/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0184 Epoch 59 Batch 305/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9517, Loss: 0.0130 Epoch 59 Batch 306/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9567, Loss: 0.0239 Epoch 59 Batch 307/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9517, Loss: 0.0140 Epoch 59 Batch 308/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9581, Loss: 0.0164 Epoch 59 Batch 309/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0157 Epoch 59 Batch 310/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9716, Loss: 0.0107 Epoch 59 Batch 311/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9741, Loss: 0.0122 Epoch 59 Batch 312/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9737, Loss: 0.0178 Epoch 59 Batch 313/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9723, Loss: 0.0109 Epoch 59 Batch 314/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9695, Loss: 0.0205 Epoch 59 Batch 315/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9695, Loss: 0.0168 Epoch 59 Batch 316/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9691, Loss: 0.0159 Epoch 59 Batch 317/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9688, Loss: 0.0145 Epoch 59 Batch 318/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9684, Loss: 0.0066 Epoch 59 Batch 319/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9688, Loss: 0.0143 Epoch 59 Batch 320/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9638, Loss: 0.0193 Epoch 59 Batch 321/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9688, Loss: 0.0137 Epoch 59 Batch 322/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9624, Loss: 0.0125 Epoch 59 Batch 323/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9656, Loss: 0.0139 Epoch 59 Batch 324/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9723, Loss: 0.0141 Epoch 59 Batch 325/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9585, Loss: 0.0142 Epoch 59 Batch 326/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9588, Loss: 0.0134 Epoch 59 Batch 327/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9638, Loss: 0.0199 Epoch 59 Batch 328/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9634, Loss: 0.0144 Epoch 59 Batch 329/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9634, Loss: 0.0138 Epoch 59 Batch 330/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0124 Epoch 59 Batch 331/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9638, Loss: 0.0123 Epoch 59 Batch 332/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9634, Loss: 0.0089 Epoch 59 Batch 333/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0121 Epoch 59 Batch 334/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9634, Loss: 0.0121 Epoch 59 Batch 335/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9634, Loss: 0.0152 Epoch 59 Batch 336/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0492 Epoch 59 Batch 337/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9592, Loss: 0.0174 Epoch 59 Batch 338/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9592, Loss: 0.0220 Epoch 59 Batch 339/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9602, Loss: 0.0085 Epoch 59 Batch 340/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9648, Loss: 0.0158 Epoch 59 Batch 341/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9656, Loss: 0.0189 Epoch 59 Batch 342/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9698, Loss: 0.0090 Epoch 59 Batch 343/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9702, Loss: 0.0173 Epoch 59 Batch 344/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0218 Epoch 59 Batch 345/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9599, Loss: 0.0111 Epoch 59 Batch 346/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0140 Epoch 59 Batch 347/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9624, Loss: 0.0101 Epoch 59 Batch 348/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9624, Loss: 0.0142 Epoch 59 Batch 349/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0173 Epoch 59 Batch 350/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9606, Loss: 0.0130 Epoch 59 Batch 351/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9506, Loss: 0.0136 Epoch 59 Batch 352/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9489, Loss: 0.0096 Epoch 59 Batch 353/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9489, Loss: 0.0178 Epoch 59 Batch 354/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9513, Loss: 0.0146 Epoch 59 Batch 355/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9521, Loss: 0.0146 Epoch 59 Batch 356/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9521, Loss: 0.0123 Epoch 59 Batch 357/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9521, Loss: 0.0130 Epoch 59 Batch 358/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9595, Loss: 0.0184 Epoch 59 Batch 359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9599, Loss: 0.0151 Epoch 59 Batch 360/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9499, Loss: 0.0142 Epoch 59 Batch 361/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9474, Loss: 0.0109 Epoch 59 Batch 362/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9474, Loss: 0.0149 Epoch 59 Batch 363/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9524, Loss: 0.0143 Epoch 59 Batch 364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9521, Loss: 0.0193 Epoch 59 Batch 365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9521, Loss: 0.0091 Epoch 59 Batch 366/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9524, Loss: 0.0118 Epoch 59 Batch 367/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9524, Loss: 0.0095 Epoch 59 Batch 368/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9524, Loss: 0.0149 Epoch 59 Batch 369/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9524, Loss: 0.0142 Epoch 59 Batch 370/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9609, Loss: 0.0134 Epoch 59 Batch 371/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0081 Epoch 59 Batch 372/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9659, Loss: 0.0105 Epoch 59 Batch 373/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9656, Loss: 0.0116 Epoch 59 Batch 374/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9606, Loss: 0.0143 Epoch 59 Batch 375/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9613, Loss: 0.0124 Epoch 59 Batch 376/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9545, Loss: 0.0177 Epoch 59 Batch 377/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9670, Loss: 0.0117 Epoch 59 Batch 378/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0104 Epoch 59 Batch 379/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9574, Loss: 0.0186 Epoch 59 Batch 380/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0115 Epoch 59 Batch 381/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9641, Loss: 0.0149 Epoch 59 Batch 382/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0198 Epoch 59 Batch 383/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9492, Loss: 0.0143 Epoch 59 Batch 384/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9492, Loss: 0.0106 Epoch 59 Batch 385/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9492, Loss: 0.0104 Epoch 59 Batch 386/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9492, Loss: 0.0118 Epoch 59 Batch 387/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9492, Loss: 0.0132 Epoch 59 Batch 388/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9545, Loss: 0.0236 Epoch 59 Batch 389/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9638, Loss: 0.0152 Epoch 59 Batch 390/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9684, Loss: 0.0216 Epoch 59 Batch 391/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0120 Epoch 59 Batch 392/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9613, Loss: 0.0222 Epoch 59 Batch 393/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9613, Loss: 0.0159 Epoch 59 Batch 394/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0138 Epoch 59 Batch 395/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9606, Loss: 0.0152 Epoch 59 Batch 396/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9648, Loss: 0.0148 Epoch 59 Batch 397/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9634, Loss: 0.0175 Epoch 59 Batch 398/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9631, Loss: 0.0141 Epoch 59 Batch 399/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9549, Loss: 0.0166 Epoch 59 Batch 400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9503, Loss: 0.0139 Epoch 59 Batch 401/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9503, Loss: 0.0098 Epoch 59 Batch 402/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0135 Epoch 59 Batch 403/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9659, Loss: 0.0274 Epoch 59 Batch 404/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9631, Loss: 0.0161 Epoch 59 Batch 405/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9585, Loss: 0.0181 Epoch 59 Batch 406/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9585, Loss: 0.0162 Epoch 59 Batch 407/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0153 Epoch 59 Batch 408/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0174 Epoch 59 Batch 409/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9556, Loss: 0.0166 Epoch 59 Batch 410/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9560, Loss: 0.0304 Epoch 59 Batch 411/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0157 Epoch 59 Batch 412/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9563, Loss: 0.0138 Epoch 59 Batch 413/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9563, Loss: 0.0115 Epoch 59 Batch 414/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9570, Loss: 0.0126 Epoch 59 Batch 415/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9613, Loss: 0.0190 Epoch 59 Batch 416/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9613, Loss: 0.0116 Epoch 59 Batch 417/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0246 Epoch 59 Batch 418/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9677, Loss: 0.0157 Epoch 59 Batch 419/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9677, Loss: 0.0169 Epoch 59 Batch 420/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9673, Loss: 0.0132 Epoch 59 Batch 421/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9577, Loss: 0.0223 Epoch 59 Batch 422/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9581, Loss: 0.0104 Epoch 59 Batch 423/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9538, Loss: 0.0232 Epoch 59 Batch 424/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9588, Loss: 0.0132 Epoch 59 Batch 425/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9613, Loss: 0.0084 Epoch 59 Batch 426/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0159 Epoch 59 Batch 427/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9702, Loss: 0.0169 Epoch 59 Batch 428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9702, Loss: 0.0161 Epoch 59 Batch 429/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9680, Loss: 0.0073 Epoch 59 Batch 430/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9680, Loss: 0.0121 Epoch 59 Batch 431/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9680, Loss: 0.0107 Epoch 59 Batch 432/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0176 Epoch 59 Batch 433/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9613, Loss: 0.0173 Epoch 59 Batch 434/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0117 Epoch 59 Batch 435/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9567, Loss: 0.0155 Epoch 59 Batch 436/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0157 Epoch 59 Batch 437/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0147 Epoch 59 Batch 438/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9567, Loss: 0.0105 Epoch 59 Batch 439/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0151 Epoch 59 Batch 440/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9467, Loss: 0.0166 Epoch 59 Batch 441/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0145 Epoch 59 Batch 442/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9467, Loss: 0.0196 Epoch 59 Batch 443/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9482, Loss: 0.0145 Epoch 59 Batch 444/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0205 Epoch 59 Batch 445/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9609, Loss: 0.0159 Epoch 59 Batch 446/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9659, Loss: 0.0117 Epoch 59 Batch 447/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9663, Loss: 0.0122 Epoch 59 Batch 448/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9663, Loss: 0.0180 Epoch 59 Batch 449/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9577, Loss: 0.0203 Epoch 59 Batch 450/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9524, Loss: 0.0211 Epoch 59 Batch 451/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9521, Loss: 0.0130 Epoch 59 Batch 452/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9521, Loss: 0.0130 Epoch 59 Batch 453/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9513, Loss: 0.0161 Epoch 59 Batch 454/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9521, Loss: 0.0323 Epoch 59 Batch 455/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0176 Epoch 59 Batch 456/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0205 Epoch 59 Batch 457/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9453, Loss: 0.0126 Epoch 59 Batch 458/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9453, Loss: 0.0185 Epoch 59 Batch 459/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9496, Loss: 0.0131 Epoch 59 Batch 460/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9446, Loss: 0.0196 Epoch 59 Batch 461/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9492, Loss: 0.0159 Epoch 59 Batch 462/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9446, Loss: 0.0197 Epoch 59 Batch 463/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9535, Loss: 0.0139 Epoch 59 Batch 464/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0149 Epoch 59 Batch 465/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9570, Loss: 0.0246 Epoch 59 Batch 466/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9570, Loss: 0.0136 Epoch 59 Batch 467/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9570, Loss: 0.0156 Epoch 59 Batch 468/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9613, Loss: 0.0099 Epoch 59 Batch 469/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9602, Loss: 0.0109 Epoch 59 Batch 470/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9648, Loss: 0.0171 Epoch 59 Batch 471/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9652, Loss: 0.0111 Epoch 59 Batch 472/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9663, Loss: 0.0141 Epoch 59 Batch 473/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9613, Loss: 0.0122 Epoch 59 Batch 474/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0140 Epoch 59 Batch 475/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9613, Loss: 0.0165 Epoch 59 Batch 476/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0128 Epoch 59 Batch 477/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9613, Loss: 0.0180 Epoch 59 Batch 478/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9592, Loss: 0.0183 Epoch 59 Batch 479/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0161 Epoch 59 Batch 480/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9634, Loss: 0.0159 Epoch 59 Batch 481/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9688, Loss: 0.0173 Epoch 59 Batch 482/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0153 Epoch 59 Batch 483/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9631, Loss: 0.0245 Epoch 59 Batch 484/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0153 Epoch 59 Batch 485/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9581, Loss: 0.0146 Epoch 59 Batch 486/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9521, Loss: 0.0177 Epoch 59 Batch 487/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9521, Loss: 0.0118 Epoch 59 Batch 488/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9563, Loss: 0.0158 Epoch 59 Batch 489/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9567, Loss: 0.0131 Epoch 59 Batch 490/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0164 Epoch 59 Batch 491/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9563, Loss: 0.0249 Epoch 59 Batch 492/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9563, Loss: 0.0205 Epoch 59 Batch 493/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9585, Loss: 0.0136 Epoch 59 Batch 494/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0158 Epoch 59 Batch 495/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9542, Loss: 0.0164 Epoch 59 Batch 496/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0144 Epoch 59 Batch 497/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9542, Loss: 0.0191 Epoch 59 Batch 498/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0187 Epoch 59 Batch 499/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9631, Loss: 0.0159 Epoch 59 Batch 500/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9585, Loss: 0.0106 Epoch 59 Batch 501/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9680, Loss: 0.0128 Epoch 59 Batch 502/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9680, Loss: 0.0203 Epoch 59 Batch 503/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9631, Loss: 0.0126 Epoch 59 Batch 504/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0117 Epoch 59 Batch 505/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9677, Loss: 0.0137 Epoch 59 Batch 506/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9656, Loss: 0.0253 Epoch 59 Batch 507/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9659, Loss: 0.0196 Epoch 59 Batch 508/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9730, Loss: 0.0098 Epoch 59 Batch 509/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9748, Loss: 0.0216 Epoch 59 Batch 510/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9648, Loss: 0.0114 Epoch 59 Batch 511/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9524, Loss: 0.0153 Epoch 59 Batch 512/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9428, Loss: 0.0102 Epoch 59 Batch 513/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9432, Loss: 0.0185 Epoch 59 Batch 514/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9432, Loss: 0.0170 Epoch 59 Batch 515/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9538, Loss: 0.0128 Epoch 59 Batch 516/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9581, Loss: 0.0127 Epoch 59 Batch 517/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0154 Epoch 59 Batch 518/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9595, Loss: 0.0153 Epoch 59 Batch 519/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0201 Epoch 59 Batch 520/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9670, Loss: 0.0123 Epoch 59 Batch 521/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9670, Loss: 0.0183 Epoch 59 Batch 522/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9577, Loss: 0.0230 Epoch 59 Batch 523/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0149 Epoch 59 Batch 524/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0184 Epoch 59 Batch 525/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0149 Epoch 59 Batch 526/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0158 Epoch 59 Batch 527/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9602, Loss: 0.0156 Epoch 59 Batch 528/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9553, Loss: 0.0136 Epoch 59 Batch 529/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9549, Loss: 0.0152 Epoch 59 Batch 530/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9549, Loss: 0.0147 Epoch 59 Batch 531/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9595, Loss: 0.0176 Epoch 59 Batch 532/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9648, Loss: 0.0259 Epoch 59 Batch 533/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9648, Loss: 0.0127 Epoch 59 Batch 534/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9648, Loss: 0.0174 Epoch 59 Batch 535/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0151 Epoch 59 Batch 536/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9652, Loss: 0.0177 Epoch 59 Batch 537/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9638, Loss: 0.0126 Epoch 59 Batch 538/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9645, Loss: 0.0159 Epoch 59 Batch 539/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9634, Loss: 0.0178 Epoch 59 Batch 540/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0094 Epoch 59 Batch 541/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9688, Loss: 0.0128 Epoch 59 Batch 542/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9691, Loss: 0.0198 Epoch 59 Batch 543/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9645, Loss: 0.0115 Epoch 59 Batch 544/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9616, Loss: 0.0106 Epoch 59 Batch 545/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0127 Epoch 59 Batch 546/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0162 Epoch 59 Batch 547/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9563, Loss: 0.0129 Epoch 59 Batch 548/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0179 Epoch 59 Batch 549/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9609, Loss: 0.0154 Epoch 59 Batch 550/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9609, Loss: 0.0125 Epoch 59 Batch 551/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9634, Loss: 0.0206 Epoch 59 Batch 552/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9585, Loss: 0.0176 Epoch 59 Batch 553/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9542, Loss: 0.0238 Epoch 59 Batch 554/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9542, Loss: 0.0134 Epoch 59 Batch 555/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9595, Loss: 0.0114 Epoch 59 Batch 556/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9595, Loss: 0.0109 Epoch 59 Batch 557/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0139 Epoch 59 Batch 558/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9577, Loss: 0.0121 Epoch 59 Batch 559/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9574, Loss: 0.0154 Epoch 59 Batch 560/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0144 Epoch 59 Batch 561/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9599, Loss: 0.0139 Epoch 59 Batch 562/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9641, Loss: 0.0123 Epoch 59 Batch 563/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9641, Loss: 0.0154 Epoch 59 Batch 564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9634, Loss: 0.0251 Epoch 59 Batch 565/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0232 Epoch 59 Batch 566/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0141 Epoch 59 Batch 567/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9634, Loss: 0.0141 Epoch 59 Batch 568/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9680, Loss: 0.0127 Epoch 59 Batch 569/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0180 Epoch 59 Batch 570/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9609, Loss: 0.0182 Epoch 59 Batch 571/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9609, Loss: 0.0133 Epoch 59 Batch 572/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9613, Loss: 0.0151 Epoch 59 Batch 573/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0202 Epoch 59 Batch 574/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9609, Loss: 0.0170 Epoch 59 Batch 575/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9659, Loss: 0.0146 Epoch 59 Batch 576/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9709, Loss: 0.0111 Epoch 59 Batch 577/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9641, Loss: 0.0162 Epoch 59 Batch 578/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9691, Loss: 0.0136 Epoch 59 Batch 579/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9688, Loss: 0.0143 Epoch 59 Batch 580/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0105 Epoch 59 Batch 581/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0105 Epoch 59 Batch 582/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9595, Loss: 0.0108 Epoch 59 Batch 583/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0165 Epoch 59 Batch 584/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9592, Loss: 0.0152 Epoch 59 Batch 585/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0126 Epoch 59 Batch 586/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9638, Loss: 0.0130 Epoch 59 Batch 587/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9638, Loss: 0.0153 Epoch 59 Batch 588/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0108 Epoch 59 Batch 589/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9680, Loss: 0.0105 Epoch 59 Batch 590/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9727, Loss: 0.0162 Epoch 59 Batch 591/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9730, Loss: 0.0139 Epoch 59 Batch 592/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0103 Epoch 59 Batch 593/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9673, Loss: 0.0246 Epoch 59 Batch 594/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9695, Loss: 0.0195 Epoch 59 Batch 595/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9776, Loss: 0.0116 Epoch 59 Batch 596/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9776, Loss: 0.0120 Epoch 59 Batch 597/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9748, Loss: 0.0137 Epoch 59 Batch 598/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9748, Loss: 0.0173 Epoch 59 Batch 599/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9773, Loss: 0.0221 Epoch 59 Batch 600/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9719, Loss: 0.0168 Epoch 59 Batch 601/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9730, Loss: 0.0147 Epoch 59 Batch 602/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9730, Loss: 0.0150 Epoch 59 Batch 603/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9730, Loss: 0.0149 Epoch 59 Batch 604/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9727, Loss: 0.0208 Epoch 59 Batch 605/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9705, Loss: 0.0191 Epoch 59 Batch 606/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9705, Loss: 0.0113 Epoch 59 Batch 607/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9705, Loss: 0.0223 Epoch 59 Batch 608/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9705, Loss: 0.0238 Epoch 59 Batch 609/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9705, Loss: 0.0184 Epoch 59 Batch 610/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9705, Loss: 0.0174 Epoch 59 Batch 611/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9705, Loss: 0.0123 Epoch 59 Batch 612/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9705, Loss: 0.0163 Epoch 59 Batch 613/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9634, Loss: 0.0168 Epoch 59 Batch 614/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9634, Loss: 0.0140 Epoch 59 Batch 615/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9631, Loss: 0.0097 Epoch 59 Batch 616/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9631, Loss: 0.0151 Epoch 59 Batch 617/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9631, Loss: 0.0117 Epoch 59 Batch 618/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9585, Loss: 0.0158 Epoch 59 Batch 619/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9585, Loss: 0.0099 Epoch 59 Batch 620/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9585, Loss: 0.0126 Epoch 59 Batch 621/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0148 Epoch 59 Batch 622/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9560, Loss: 0.0174 Epoch 59 Batch 623/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9560, Loss: 0.0201 Epoch 59 Batch 624/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9592, Loss: 0.0190 Epoch 59 Batch 625/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9592, Loss: 0.0152 Epoch 59 Batch 626/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9592, Loss: 0.0157 Epoch 59 Batch 627/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0149 Epoch 59 Batch 628/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0200 Epoch 59 Batch 629/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9634, Loss: 0.0168 Epoch 59 Batch 630/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0158 Epoch 59 Batch 631/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9592, Loss: 0.0232 Epoch 59 Batch 632/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9705, Loss: 0.0123 Epoch 59 Batch 633/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9673, Loss: 0.0145 Epoch 59 Batch 634/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9673, Loss: 0.0120 Epoch 59 Batch 635/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9673, Loss: 0.0184 Epoch 59 Batch 636/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0137 Epoch 59 Batch 637/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9698, Loss: 0.0173 Epoch 59 Batch 638/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9698, Loss: 0.0164 Epoch 59 Batch 639/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9698, Loss: 0.0178 Epoch 59 Batch 640/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9698, Loss: 0.0116 Epoch 59 Batch 641/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9652, Loss: 0.0165 Epoch 59 Batch 642/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9652, Loss: 0.0108 Epoch 59 Batch 643/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9698, Loss: 0.0106 Epoch 59 Batch 644/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9698, Loss: 0.0124 Epoch 59 Batch 645/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9698, Loss: 0.0192 Epoch 59 Batch 646/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9702, Loss: 0.0137 Epoch 59 Batch 647/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9702, Loss: 0.0193 Epoch 59 Batch 648/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0112 Epoch 59 Batch 649/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9698, Loss: 0.0118 Epoch 59 Batch 650/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9698, Loss: 0.0166 Epoch 59 Batch 651/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9645, Loss: 0.0165 Epoch 59 Batch 652/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9677, Loss: 0.0178 Epoch 59 Batch 653/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0192 Epoch 59 Batch 654/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0148 Epoch 59 Batch 655/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9620, Loss: 0.0181 Epoch 59 Batch 656/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9627, Loss: 0.0199 Epoch 59 Batch 657/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9652, Loss: 0.0161 Epoch 59 Batch 658/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0091 Epoch 59 Batch 659/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9478, Loss: 0.0120 Epoch 59 Batch 660/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9425, Loss: 0.0131 Epoch 59 Batch 661/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9482, Loss: 0.0147 Epoch 59 Batch 662/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9528, Loss: 0.0136 Epoch 59 Batch 663/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9695, Loss: 0.0136 Epoch 59 Batch 664/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9645, Loss: 0.0140 Epoch 59 Batch 665/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0113 Epoch 59 Batch 666/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9585, Loss: 0.0156 Epoch 59 Batch 667/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9585, Loss: 0.0155 Epoch 59 Batch 668/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9585, Loss: 0.0112 Epoch 59 Batch 669/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9538, Loss: 0.0087 Epoch 59 Batch 670/1077 - Train Accuracy: 0.9865, Validation Accuracy: 0.9585, Loss: 0.0115 Epoch 59 Batch 671/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9521, Loss: 0.0174 Epoch 59 Batch 672/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9524, Loss: 0.0131 Epoch 59 Batch 673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0171 Epoch 59 Batch 674/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0140 Epoch 59 Batch 675/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9524, Loss: 0.0204 Epoch 59 Batch 676/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0130 Epoch 59 Batch 677/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0122 Epoch 59 Batch 678/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9624, Loss: 0.0098 Epoch 59 Batch 679/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9599, Loss: 0.0092 Epoch 59 Batch 680/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9620, Loss: 0.0190 Epoch 59 Batch 681/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0156 Epoch 59 Batch 682/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0133 Epoch 59 Batch 683/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0110 Epoch 59 Batch 684/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9638, Loss: 0.0136 Epoch 59 Batch 685/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0202 Epoch 59 Batch 686/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9684, Loss: 0.0096 Epoch 59 Batch 687/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9684, Loss: 0.0124 Epoch 59 Batch 688/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9680, Loss: 0.0129 Epoch 59 Batch 689/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9677, Loss: 0.0071 Epoch 59 Batch 690/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9677, Loss: 0.0158 Epoch 59 Batch 691/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9638, Loss: 0.0129 Epoch 59 Batch 692/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9613, Loss: 0.0149 Epoch 59 Batch 693/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0214 Epoch 59 Batch 694/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9709, Loss: 0.0114 Epoch 59 Batch 695/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9709, Loss: 0.0179 Epoch 59 Batch 696/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0149 Epoch 59 Batch 697/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9727, Loss: 0.0164 Epoch 59 Batch 698/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9723, Loss: 0.0117 Epoch 59 Batch 699/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9723, Loss: 0.0124 Epoch 59 Batch 700/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0114 Epoch 59 Batch 701/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9723, Loss: 0.0122 Epoch 59 Batch 702/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9723, Loss: 0.0189 Epoch 59 Batch 703/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9723, Loss: 0.0128 Epoch 59 Batch 704/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9656, Loss: 0.0192 Epoch 59 Batch 705/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9702, Loss: 0.0221 Epoch 59 Batch 706/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9705, Loss: 0.0358 Epoch 59 Batch 707/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9666, Loss: 0.0151 Epoch 59 Batch 708/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9666, Loss: 0.0107 Epoch 59 Batch 709/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9663, Loss: 0.0149 Epoch 59 Batch 710/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9563, Loss: 0.0089 Epoch 59 Batch 711/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9513, Loss: 0.0183 Epoch 59 Batch 712/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9513, Loss: 0.0109 Epoch 59 Batch 713/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9616, Loss: 0.0139 Epoch 59 Batch 714/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9616, Loss: 0.0169 Epoch 59 Batch 715/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9567, Loss: 0.0146 Epoch 59 Batch 716/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9553, Loss: 0.0123 Epoch 59 Batch 717/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9503, Loss: 0.0096 Epoch 59 Batch 718/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0169 Epoch 59 Batch 719/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9542, Loss: 0.0134 Epoch 59 Batch 720/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9545, Loss: 0.0157 Epoch 59 Batch 721/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9496, Loss: 0.0125 Epoch 59 Batch 722/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9556, Loss: 0.0095 Epoch 59 Batch 723/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9553, Loss: 0.0121 Epoch 59 Batch 724/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9553, Loss: 0.0150 Epoch 59 Batch 725/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9602, Loss: 0.0115 Epoch 59 Batch 726/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9602, Loss: 0.0089 Epoch 59 Batch 727/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9602, Loss: 0.0138 Epoch 59 Batch 728/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9666, Loss: 0.0167 Epoch 59 Batch 729/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9666, Loss: 0.0165 Epoch 59 Batch 730/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0210 Epoch 59 Batch 731/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9627, Loss: 0.0121 Epoch 59 Batch 732/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9670, Loss: 0.0174 Epoch 59 Batch 733/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9670, Loss: 0.0161 Epoch 59 Batch 734/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9670, Loss: 0.0124 Epoch 59 Batch 735/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0108 Epoch 59 Batch 736/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9680, Loss: 0.0108 Epoch 59 Batch 737/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9627, Loss: 0.0159 Epoch 59 Batch 738/1077 - Train Accuracy: 0.9899, Validation Accuracy: 0.9627, Loss: 0.0109 Epoch 59 Batch 739/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9531, Loss: 0.0144 Epoch 59 Batch 740/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0129 Epoch 59 Batch 741/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0223 Epoch 59 Batch 742/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9627, Loss: 0.0120 Epoch 59 Batch 743/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9627, Loss: 0.0157 Epoch 59 Batch 744/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9663, Loss: 0.0155 Epoch 59 Batch 745/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0159 Epoch 59 Batch 746/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9709, Loss: 0.0126 Epoch 59 Batch 747/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9705, Loss: 0.0117 Epoch 59 Batch 748/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0101 Epoch 59 Batch 749/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9656, Loss: 0.0098 Epoch 59 Batch 750/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9656, Loss: 0.0105 Epoch 59 Batch 751/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9663, Loss: 0.0109 Epoch 59 Batch 752/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9641, Loss: 0.0146 Epoch 59 Batch 753/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9641, Loss: 0.0126 Epoch 59 Batch 754/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0150 Epoch 59 Batch 755/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9684, Loss: 0.0151 Epoch 59 Batch 756/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9709, Loss: 0.0133 Epoch 59 Batch 757/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9656, Loss: 0.0149 Epoch 59 Batch 758/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9677, Loss: 0.0122 Epoch 59 Batch 759/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9677, Loss: 0.0157 Epoch 59 Batch 760/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9673, Loss: 0.0140 Epoch 59 Batch 761/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0167 Epoch 59 Batch 762/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0121 Epoch 59 Batch 763/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0164 Epoch 59 Batch 764/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9673, Loss: 0.0127 Epoch 59 Batch 765/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9677, Loss: 0.0165 Epoch 59 Batch 766/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9727, Loss: 0.0174 Epoch 59 Batch 767/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9709, Loss: 0.0175 Epoch 59 Batch 768/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0137 Epoch 59 Batch 769/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9663, Loss: 0.0131 Epoch 59 Batch 770/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9613, Loss: 0.0164 Epoch 59 Batch 771/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9602, Loss: 0.0109 Epoch 59 Batch 772/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9599, Loss: 0.0167 Epoch 59 Batch 773/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9599, Loss: 0.0083 Epoch 59 Batch 774/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9645, Loss: 0.0113 Epoch 59 Batch 775/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9645, Loss: 0.0157 Epoch 59 Batch 776/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0144 Epoch 59 Batch 777/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9652, Loss: 0.0124 Epoch 59 Batch 778/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9730, Loss: 0.0158 Epoch 59 Batch 779/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9730, Loss: 0.0120 Epoch 59 Batch 780/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9684, Loss: 0.0217 Epoch 59 Batch 781/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0108 Epoch 59 Batch 782/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9684, Loss: 0.0150 Epoch 59 Batch 783/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9684, Loss: 0.0191 Epoch 59 Batch 784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0096 Epoch 59 Batch 785/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9631, Loss: 0.0099 Epoch 59 Batch 786/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0108 Epoch 59 Batch 787/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9656, Loss: 0.0124 Epoch 59 Batch 788/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9656, Loss: 0.0141 Epoch 59 Batch 789/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9606, Loss: 0.0137 Epoch 59 Batch 790/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9595, Loss: 0.0182 Epoch 59 Batch 791/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9592, Loss: 0.0142 Epoch 59 Batch 792/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9545, Loss: 0.0140 Epoch 59 Batch 793/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9545, Loss: 0.0156 Epoch 59 Batch 794/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9553, Loss: 0.0101 Epoch 59 Batch 795/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9503, Loss: 0.0172 Epoch 59 Batch 796/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9553, Loss: 0.0154 Epoch 59 Batch 797/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0155 Epoch 59 Batch 798/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9602, Loss: 0.0166 Epoch 59 Batch 799/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9652, Loss: 0.0209 Epoch 59 Batch 800/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9656, Loss: 0.0110 Epoch 59 Batch 801/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9606, Loss: 0.0132 Epoch 59 Batch 802/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0196 Epoch 59 Batch 803/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9567, Loss: 0.0132 Epoch 59 Batch 804/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9567, Loss: 0.0086 Epoch 59 Batch 805/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0139 Epoch 59 Batch 806/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0112 Epoch 59 Batch 807/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9556, Loss: 0.0109 Epoch 59 Batch 808/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9599, Loss: 0.0240 Epoch 59 Batch 809/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9648, Loss: 0.0284 Epoch 59 Batch 810/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0130 Epoch 59 Batch 811/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0153 Epoch 59 Batch 812/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0139 Epoch 59 Batch 813/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0124 Epoch 59 Batch 814/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9588, Loss: 0.0170 Epoch 59 Batch 815/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0165 Epoch 59 Batch 816/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9691, Loss: 0.0122 Epoch 59 Batch 817/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9759, Loss: 0.0152 Epoch 59 Batch 818/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9705, Loss: 0.0210 Epoch 59 Batch 819/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9648, Loss: 0.0145 Epoch 59 Batch 820/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9645, Loss: 0.0125 Epoch 59 Batch 821/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0166 Epoch 59 Batch 822/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9613, Loss: 0.0100 Epoch 59 Batch 823/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0170 Epoch 59 Batch 824/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9613, Loss: 0.0211 Epoch 59 Batch 825/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9581, Loss: 0.0103 Epoch 59 Batch 826/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9581, Loss: 0.0152 Epoch 59 Batch 827/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9556, Loss: 0.0179 Epoch 59 Batch 828/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0101 Epoch 59 Batch 829/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9592, Loss: 0.0180 Epoch 59 Batch 830/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9595, Loss: 0.0209 Epoch 59 Batch 831/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9691, Loss: 0.0152 Epoch 59 Batch 832/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9695, Loss: 0.0105 Epoch 59 Batch 833/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9695, Loss: 0.0154 Epoch 59 Batch 834/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9727, Loss: 0.0145 Epoch 59 Batch 835/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9794, Loss: 0.0117 Epoch 59 Batch 836/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9805, Loss: 0.0130 Epoch 59 Batch 837/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9805, Loss: 0.0202 Epoch 59 Batch 838/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9759, Loss: 0.0154 Epoch 59 Batch 839/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9709, Loss: 0.0103 Epoch 59 Batch 840/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9705, Loss: 0.0179 Epoch 59 Batch 841/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0248 Epoch 59 Batch 842/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0129 Epoch 59 Batch 843/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9560, Loss: 0.0120 Epoch 59 Batch 844/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9684, Loss: 0.0131 Epoch 59 Batch 845/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0120 Epoch 59 Batch 846/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9727, Loss: 0.0212 Epoch 59 Batch 847/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9812, Loss: 0.0194 Epoch 59 Batch 848/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9833, Loss: 0.0152 Epoch 59 Batch 849/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9787, Loss: 0.0080 Epoch 59 Batch 850/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9783, Loss: 0.0214 Epoch 59 Batch 851/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9780, Loss: 0.0252 Epoch 59 Batch 852/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9751, Loss: 0.0164 Epoch 59 Batch 853/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9719, Loss: 0.0187 Epoch 59 Batch 854/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9719, Loss: 0.0145 Epoch 59 Batch 855/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9723, Loss: 0.0156 Epoch 59 Batch 856/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9698, Loss: 0.0148 Epoch 59 Batch 857/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9698, Loss: 0.0104 Epoch 59 Batch 858/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9741, Loss: 0.0106 Epoch 59 Batch 859/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9769, Loss: 0.0121 Epoch 59 Batch 860/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9769, Loss: 0.0160 Epoch 59 Batch 861/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9769, Loss: 0.0111 Epoch 59 Batch 862/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9741, Loss: 0.0154 Epoch 59 Batch 863/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0153 Epoch 59 Batch 864/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9680, Loss: 0.0166 Epoch 59 Batch 865/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9680, Loss: 0.0179 Epoch 59 Batch 866/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9634, Loss: 0.0187 Epoch 59 Batch 867/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9702, Loss: 0.0437 Epoch 59 Batch 868/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9702, Loss: 0.0165 Epoch 59 Batch 869/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9702, Loss: 0.0108 Epoch 59 Batch 870/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9677, Loss: 0.0139 Epoch 59 Batch 871/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9677, Loss: 0.0164 Epoch 59 Batch 872/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9727, Loss: 0.0137 Epoch 59 Batch 873/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9656, Loss: 0.0134 Epoch 59 Batch 874/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9659, Loss: 0.0162 Epoch 59 Batch 875/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9656, Loss: 0.0129 Epoch 59 Batch 876/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9677, Loss: 0.0131 Epoch 59 Batch 877/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9677, Loss: 0.0106 Epoch 59 Batch 878/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9727, Loss: 0.0098 Epoch 59 Batch 879/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9723, Loss: 0.0096 Epoch 59 Batch 880/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9723, Loss: 0.0156 Epoch 59 Batch 881/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9709, Loss: 0.0167 Epoch 59 Batch 882/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9709, Loss: 0.0154 Epoch 59 Batch 883/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9709, Loss: 0.0185 Epoch 59 Batch 884/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9712, Loss: 0.0134 Epoch 59 Batch 885/1077 - Train Accuracy: 0.9904, Validation Accuracy: 0.9716, Loss: 0.0084 Epoch 59 Batch 886/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9716, Loss: 0.0181 Epoch 59 Batch 887/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9716, Loss: 0.0157 Epoch 59 Batch 888/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9666, Loss: 0.0162 Epoch 59 Batch 889/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9670, Loss: 0.0160 Epoch 59 Batch 890/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9634, Loss: 0.0158 Epoch 59 Batch 891/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9648, Loss: 0.0166 Epoch 59 Batch 892/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9631, Loss: 0.0126 Epoch 59 Batch 893/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9634, Loss: 0.0149 Epoch 59 Batch 894/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9592, Loss: 0.0135 Epoch 59 Batch 895/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9641, Loss: 0.0111 Epoch 59 Batch 896/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9592, Loss: 0.0162 Epoch 59 Batch 897/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9638, Loss: 0.0143 Epoch 59 Batch 898/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9702, Loss: 0.0166 Epoch 59 Batch 899/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0172 Epoch 59 Batch 900/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9702, Loss: 0.0163 Epoch 59 Batch 901/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9705, Loss: 0.0264 Epoch 59 Batch 902/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9705, Loss: 0.0182 Epoch 59 Batch 903/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9755, Loss: 0.0153 Epoch 59 Batch 904/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9755, Loss: 0.0175 Epoch 59 Batch 905/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9755, Loss: 0.0170 Epoch 59 Batch 906/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9755, Loss: 0.0116 Epoch 59 Batch 907/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9755, Loss: 0.0159 Epoch 59 Batch 908/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9755, Loss: 0.0137 Epoch 59 Batch 909/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9759, Loss: 0.0186 Epoch 59 Batch 910/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9759, Loss: 0.0181 Epoch 59 Batch 911/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9755, Loss: 0.0184 Epoch 59 Batch 912/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9751, Loss: 0.0142 Epoch 59 Batch 913/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9769, Loss: 0.0176 Epoch 59 Batch 914/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9719, Loss: 0.0424 Epoch 59 Batch 915/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9719, Loss: 0.0136 Epoch 59 Batch 916/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9719, Loss: 0.0105 Epoch 59 Batch 917/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0155 Epoch 59 Batch 918/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9670, Loss: 0.0113 Epoch 59 Batch 919/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9624, Loss: 0.0109 Epoch 59 Batch 920/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9677, Loss: 0.0110 Epoch 59 Batch 921/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9677, Loss: 0.0157 Epoch 59 Batch 922/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9723, Loss: 0.0152 Epoch 59 Batch 923/1077 - Train Accuracy: 0.9942, Validation Accuracy: 0.9695, Loss: 0.0106 Epoch 59 Batch 924/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9695, Loss: 0.0207 Epoch 59 Batch 925/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9698, Loss: 0.0104 Epoch 59 Batch 926/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9698, Loss: 0.0120 Epoch 59 Batch 927/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9688, Loss: 0.0239 Epoch 59 Batch 928/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9688, Loss: 0.0133 Epoch 59 Batch 929/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0119 Epoch 59 Batch 930/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9688, Loss: 0.0104 Epoch 59 Batch 931/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9666, Loss: 0.0131 Epoch 59 Batch 932/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9666, Loss: 0.0124 Epoch 59 Batch 933/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9666, Loss: 0.0159 Epoch 59 Batch 934/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9666, Loss: 0.0132 Epoch 59 Batch 935/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9666, Loss: 0.0110 Epoch 59 Batch 936/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9695, Loss: 0.0163 Epoch 59 Batch 937/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9744, Loss: 0.0177 Epoch 59 Batch 938/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9748, Loss: 0.0189 Epoch 59 Batch 939/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9748, Loss: 0.0175 Epoch 59 Batch 940/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9684, Loss: 0.0160 Epoch 59 Batch 941/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9684, Loss: 0.0136 Epoch 59 Batch 942/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9783, Loss: 0.0229 Epoch 59 Batch 943/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9798, Loss: 0.0090 Epoch 59 Batch 944/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9705, Loss: 0.0145 Epoch 59 Batch 945/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9705, Loss: 0.0092 Epoch 59 Batch 946/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9688, Loss: 0.0097 Epoch 59 Batch 947/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9688, Loss: 0.0123 Epoch 59 Batch 948/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9631, Loss: 0.0169 Epoch 59 Batch 949/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9585, Loss: 0.0148 Epoch 59 Batch 950/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9634, Loss: 0.0115 Epoch 59 Batch 951/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9581, Loss: 0.0128 Epoch 59 Batch 952/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9595, Loss: 0.0066 Epoch 59 Batch 953/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9535, Loss: 0.0112 Epoch 59 Batch 954/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9535, Loss: 0.0193 Epoch 59 Batch 955/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9599, Loss: 0.0184 Epoch 59 Batch 956/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9602, Loss: 0.0157 Epoch 59 Batch 957/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9606, Loss: 0.0073 Epoch 59 Batch 958/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9620, Loss: 0.0166 Epoch 59 Batch 959/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9620, Loss: 0.0169 Epoch 59 Batch 960/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0128 Epoch 59 Batch 961/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0112 Epoch 59 Batch 962/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9663, Loss: 0.0186 Epoch 59 Batch 963/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9663, Loss: 0.0186 Epoch 59 Batch 964/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0135 Epoch 59 Batch 965/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9680, Loss: 0.0293 Epoch 59 Batch 966/1077 - Train Accuracy: 0.9779, Validation Accuracy: 0.9730, Loss: 0.0125 Epoch 59 Batch 967/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9688, Loss: 0.0200 Epoch 59 Batch 968/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9734, Loss: 0.0158 Epoch 59 Batch 969/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9776, Loss: 0.0173 Epoch 59 Batch 970/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9776, Loss: 0.0137 Epoch 59 Batch 971/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9776, Loss: 0.0182 Epoch 59 Batch 972/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9776, Loss: 0.0140 Epoch 59 Batch 973/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9776, Loss: 0.0111 Epoch 59 Batch 974/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9730, Loss: 0.0103 Epoch 59 Batch 975/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9727, Loss: 0.0122 Epoch 59 Batch 976/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9730, Loss: 0.0134 Epoch 59 Batch 977/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9656, Loss: 0.0117 Epoch 59 Batch 978/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0180 Epoch 59 Batch 979/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9545, Loss: 0.0138 Epoch 59 Batch 980/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9542, Loss: 0.0164 Epoch 59 Batch 981/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9542, Loss: 0.0239 Epoch 59 Batch 982/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9656, Loss: 0.0138 Epoch 59 Batch 983/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9656, Loss: 0.0135 Epoch 59 Batch 984/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9652, Loss: 0.0166 Epoch 59 Batch 985/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9641, Loss: 0.0098 Epoch 59 Batch 986/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9609, Loss: 0.0121 Epoch 59 Batch 987/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9666, Loss: 0.0100 Epoch 59 Batch 988/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0185 Epoch 59 Batch 989/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9652, Loss: 0.0153 Epoch 59 Batch 990/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9645, Loss: 0.0134 Epoch 59 Batch 991/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9592, Loss: 0.0113 Epoch 59 Batch 992/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9592, Loss: 0.0200 Epoch 59 Batch 993/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9482, Loss: 0.0142 Epoch 59 Batch 994/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0142 Epoch 59 Batch 995/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9517, Loss: 0.0105 Epoch 59 Batch 996/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0162 Epoch 59 Batch 997/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9521, Loss: 0.0145 Epoch 59 Batch 998/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0145 Epoch 59 Batch 999/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9538, Loss: 0.0168 Epoch 59 Batch 1000/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0133 Epoch 59 Batch 1001/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9489, Loss: 0.0114 Epoch 59 Batch 1002/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9489, Loss: 0.0096 Epoch 59 Batch 1003/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9489, Loss: 0.0171 Epoch 59 Batch 1004/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9489, Loss: 0.0153 Epoch 59 Batch 1005/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0137 Epoch 59 Batch 1006/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9513, Loss: 0.0122 Epoch 59 Batch 1007/1077 - Train Accuracy: 0.9974, Validation Accuracy: 0.9506, Loss: 0.0092 Epoch 59 Batch 1008/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9506, Loss: 0.0173 Epoch 59 Batch 1009/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0102 Epoch 59 Batch 1010/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9553, Loss: 0.0141 Epoch 59 Batch 1011/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9602, Loss: 0.0130 Epoch 59 Batch 1012/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9609, Loss: 0.0107 Epoch 59 Batch 1013/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9631, Loss: 0.0109 Epoch 59 Batch 1014/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0122 Epoch 59 Batch 1015/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0185 Epoch 59 Batch 1016/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9627, Loss: 0.0143 Epoch 59 Batch 1017/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9627, Loss: 0.0118 Epoch 59 Batch 1018/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9716, Loss: 0.0198 Epoch 59 Batch 1019/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9673, Loss: 0.0191 Epoch 59 Batch 1020/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9648, Loss: 0.0131 Epoch 59 Batch 1021/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9641, Loss: 0.0104 Epoch 59 Batch 1022/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9638, Loss: 0.0152 Epoch 59 Batch 1023/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9627, Loss: 0.0217 Epoch 59 Batch 1024/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0203 Epoch 59 Batch 1025/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9719, Loss: 0.0137 Epoch 59 Batch 1026/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9719, Loss: 0.0173 Epoch 59 Batch 1027/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9677, Loss: 0.0188 Epoch 59 Batch 1028/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9673, Loss: 0.0184 Epoch 59 Batch 1029/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0122 Epoch 59 Batch 1030/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9549, Loss: 0.0112 Epoch 59 Batch 1031/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9556, Loss: 0.0202 Epoch 59 Batch 1032/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9545, Loss: 0.0192 Epoch 59 Batch 1033/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9567, Loss: 0.0163 Epoch 59 Batch 1034/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0142 Epoch 59 Batch 1035/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9624, Loss: 0.0114 Epoch 59 Batch 1036/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9567, Loss: 0.0207 Epoch 59 Batch 1037/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0163 Epoch 59 Batch 1038/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0232 Epoch 59 Batch 1039/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9666, Loss: 0.0138 Epoch 59 Batch 1040/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9666, Loss: 0.0163 Epoch 59 Batch 1041/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9751, Loss: 0.0227 Epoch 59 Batch 1042/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0101 Epoch 59 Batch 1043/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9730, Loss: 0.0213 Epoch 59 Batch 1044/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0137 Epoch 59 Batch 1045/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9680, Loss: 0.0137 Epoch 59 Batch 1046/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9723, Loss: 0.0091 Epoch 59 Batch 1047/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9727, Loss: 0.0147 Epoch 59 Batch 1048/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0159 Epoch 59 Batch 1049/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0135 Epoch 59 Batch 1050/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9680, Loss: 0.0071 Epoch 59 Batch 1051/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9673, Loss: 0.0187 Epoch 59 Batch 1052/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9673, Loss: 0.0135 Epoch 59 Batch 1053/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9719, Loss: 0.0195 Epoch 59 Batch 1054/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9723, Loss: 0.0176 Epoch 59 Batch 1055/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9702, Loss: 0.0182 Epoch 59 Batch 1056/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9702, Loss: 0.0098 Epoch 59 Batch 1057/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9702, Loss: 0.0139 Epoch 59 Batch 1058/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9705, Loss: 0.0184 Epoch 59 Batch 1059/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9705, Loss: 0.0226 Epoch 59 Batch 1060/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9759, Loss: 0.0107 Epoch 59 Batch 1061/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9709, Loss: 0.0191 Epoch 59 Batch 1062/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9673, Loss: 0.0145 Epoch 59 Batch 1063/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9673, Loss: 0.0180 Epoch 59 Batch 1064/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9670, Loss: 0.0187 Epoch 59 Batch 1065/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9673, Loss: 0.0177 Epoch 59 Batch 1066/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0098 Epoch 59 Batch 1067/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0107 Epoch 59 Batch 1068/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9677, Loss: 0.0109 Epoch 59 Batch 1069/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9677, Loss: 0.0117 Epoch 59 Batch 1070/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0117 Epoch 59 Batch 1071/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9698, Loss: 0.0170 Epoch 59 Batch 1072/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9744, Loss: 0.0122 Epoch 59 Batch 1073/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9769, Loss: 0.0170 Epoch 59 Batch 1074/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9766, Loss: 0.0175 Epoch 59 Batch 1075/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9766, Loss: 0.0173 Model Trained and Saved
Save the batch_size and save_path parameters for inference.
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
# Save parameters for checkpoint
helper.save_params(save_path)
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import tensorflow as tf
import numpy as np
import helper
import problem_unittests as tests
_, (source_vocab_to_int, target_vocab_to_int), (source_int_to_vocab, target_int_to_vocab) = helper.load_preprocess()
load_path = helper.load_params()
To feed a sentence into the model for translation, you first need to preprocess it. Implement the function sentence_to_seq() to preprocess new sentences.
vocab_to_int<UNK> word id.def sentence_to_seq(sentence, vocab_to_int):
"""
Convert a sentence to a sequence of ids
:param sentence: String
:param vocab_to_int: Dictionary to go from the words to an id
:return: List of word ids
"""
id_list = []
for word in sentence.split():
id_list.append(vocab_to_int.get(word.lower(), vocab_to_int['<UNK>']))
return id_list
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_sentence_to_seq(sentence_to_seq)
Tests Passed
This will translate translate_sentence from English to French.
translate_sentence = 'he saw a old yellow truck .'
batch_size=128
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
translate_sentence = sentence_to_seq(translate_sentence, source_vocab_to_int)
loaded_graph = tf.Graph()
with tf.Session(graph=loaded_graph) as sess:
# Load saved model
loader = tf.train.import_meta_graph(load_path + '.meta')
loader.restore(sess, load_path)
input_data = loaded_graph.get_tensor_by_name('input:0')
logits = loaded_graph.get_tensor_by_name('predictions:0')
target_sequence_length = loaded_graph.get_tensor_by_name('target_sequence_length:0')
source_sequence_length = loaded_graph.get_tensor_by_name('source_sequence_length:0')
keep_prob = loaded_graph.get_tensor_by_name('keep_prob:0')
translate_logits = sess.run(logits, {input_data: [translate_sentence]*batch_size,
target_sequence_length: [len(translate_sentence)*2]*batch_size,
source_sequence_length: [len(translate_sentence)]*batch_size,
keep_prob: 1.0})[0]
print('Input')
print(' Word Ids: {}'.format([i for i in translate_sentence]))
print(' English Words: {}'.format([source_int_to_vocab[i] for i in translate_sentence]))
print('\nPrediction')
print(' Word Ids: {}'.format([i for i in translate_logits]))
print(' French Words: {}'.format(" ".join([target_int_to_vocab[i] for i in translate_logits])))
INFO:tensorflow:Restoring parameters from checkpoints/dev Input Word Ids: [136, 166, 225, 186, 157, 25, 164] English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.'] Prediction Word Ids: [44, 169, 293, 346, 257, 333, 1] French Words: il a conduit camion rouge . <EOS>
You might notice that some sentences translate better than others. Since the dataset you're using only has a vocabulary of 227 English words of the thousands that you use, you're only going to see good results using these words. For this project, you don't need a perfect translation. However, if you want to create a better translation model, you'll need better data.
You can train on the WMT10 French-English corpus. This dataset has more vocabulary and richer in topics discussed. However, this will take you days to train, so make sure you've a GPU and the neural network is performing well on dataset we provided. Just make sure you play with the WMT10 corpus after you've submitted this project.
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_language_translation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.